Skip to content

aeromaps.models.impacts.energy_resources.energy_consumption

energy_consumption

Module to compute energy consumption from different aircraft types.

DropInFuelConsumption 

DropInFuelConsumption(name='drop_in_fuel_consumption', *args, **kwargs)

Bases: AeroMAPSModel

Total drop-in fuel consumption calculation.

Parameters:

Name Type Description Default
name str

Name of the model instance ('drop_in_fuel_consumption' by default).

 'drop_in_fuel_consumption'
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
24
25
def __init__(self, name="drop_in_fuel_consumption", *args, **kwargs):
    super().__init__(name=name, *args, **kwargs)

compute 

compute(ask_short_range_dropin_fuel, ask_medium_range_dropin_fuel, ask_long_range_dropin_fuel, rtk_dropin_fuel, energy_per_ask_without_operations_short_range_dropin_fuel, energy_per_ask_without_operations_medium_range_dropin_fuel, energy_per_ask_without_operations_long_range_dropin_fuel, energy_per_rtk_without_operations_freight_dropin_fuel, energy_per_ask_short_range_dropin_fuel, energy_per_ask_medium_range_dropin_fuel, energy_per_ask_long_range_dropin_fuel, energy_per_rtk_freight_dropin_fuel)

Execute drop-in fuel consumption calculation.

Parameters:

Name Type Description Default
ask_short_range_dropin_fuel Series

Number of Available Seat Kilometer (ASK) for passenger short-range market from drop-in fuel aircraft [ASK].

 required
ask_medium_range_dropin_fuel Series

Number of Available Seat Kilometer (ASK) for passenger medium-range market from drop-in fuel aircraft [ASK].

 required
ask_long_range_dropin_fuel Series

Number of Available Seat Kilometer (ASK) for passenger long-range market from drop-in fuel aircraft [ASK].

 required
rtk_dropin_fuel Series

Number of Revenue Tonne Kilometer (RTK) for freight air transport from drop-in fuel aircraft [RTK].

 required
energy_per_ask_without_operations_short_range_dropin_fuel Series

Energy consumption per ASK for passenger short-range market aircraft using drop-in fuel without considering operation improvements [MJ/ASK].

 required
energy_per_ask_without_operations_medium_range_dropin_fuel Series

Energy consumption per ASK for passenger medium-range market aircraft using drop-in fuel without considering operation improvements [MJ/ASK].

 required
energy_per_ask_without_operations_long_range_dropin_fuel Series

Energy consumption per ASK for passenger long-range market aircraft using drop-in fuel without considering operation improvements [MJ/ASK].

 required
energy_per_rtk_without_operations_freight_dropin_fuel Series

Energy consumption per RTK for freight market aircraft using drop-in fuel without considering operation improvements [MJ/RTK].

 required
energy_per_ask_short_range_dropin_fuel Series

Energy consumption per ASK for passenger short-range market aircraft using drop-in fuel [MJ/ASK].

 required
energy_per_ask_medium_range_dropin_fuel Series

Energy consumption per ASK for passenger medium-range market aircraft using drop-in fuel [MJ/ASK].

 required
energy_per_ask_long_range_dropin_fuel Series

Energy consumption per ASK for passenger long-range market aircraft using drop-in fuel [MJ/ASK].

 required
energy_per_rtk_freight_dropin_fuel Series

Energy consumption per RTK for freight market aircraft using drop-in fuel [MJ/RTK].

 required

Returns:

Type Description
energy_consumption_short_range_dropin_fuel_without_operations

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_dropin_fuel_without_operations

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_dropin_fuel_without_operations

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger long-range market air transport [MJ].
energy_consumption_passenger_dropin_fuel_without_operations

Energy consumption in the form of drop-in fuels without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_dropin_fuel_without_operations

Energy consumption in the form of drop-in fuels without considering operation improvements from freight air transport [MJ].
energy_consumption_dropin_fuel_without_operations

Energy consumption in the form of drop-in fuels without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range_dropin_fuel

Energy consumption in the form of drop-in fuels from passenger short-range market air transport [MJ].
energy_consumption_medium_range_dropin_fuel

Energy consumption in the form of drop-in fuels from passenger medium-range market air transport [MJ].
energy_consumption_long_range_dropin_fuel

Energy consumption in the form of drop-in fuels from passenger long-range market air transport [MJ].
energy_consumption_passenger_dropin_fuel

Energy consumption in the form of drop-in fuels from total passenger air transport [MJ].
energy_consumption_freight_dropin_fuel

Energy consumption in the form of drop-in fuels from freight air transport [MJ].
energy_consumption_dropin_fuel

Energy consumption in the form of drop-in fuels from all commercial air transport [MJ].
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
 27
 28
 29
 30
 31
 32
 33
 34
 35
 36
 37
 38
 39
 40
 41
 42
 43
 44
 45
 46
 47
 48
 49
 50
 51
 52
 53
 54
 55
 56
 57
 58
 59
 60
 61
 62
 63
 64
 65
 66
 67
 68
 69
 70
 71
 72
 73
 74
 75
 76
 77
 78
 79
 80
 81
 82
 83
 84
 85
 86
 87
 88
 89
 90
 91
 92
 93
 94
 95
 96
 97
 98
 99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
def compute(
    self,
    ask_short_range_dropin_fuel: pd.Series,
    ask_medium_range_dropin_fuel: pd.Series,
    ask_long_range_dropin_fuel: pd.Series,
    rtk_dropin_fuel: pd.Series,
    energy_per_ask_without_operations_short_range_dropin_fuel: pd.Series,
    energy_per_ask_without_operations_medium_range_dropin_fuel: pd.Series,
    energy_per_ask_without_operations_long_range_dropin_fuel: pd.Series,
    energy_per_rtk_without_operations_freight_dropin_fuel: pd.Series,
    energy_per_ask_short_range_dropin_fuel: pd.Series,
    energy_per_ask_medium_range_dropin_fuel: pd.Series,
    energy_per_ask_long_range_dropin_fuel: pd.Series,
    energy_per_rtk_freight_dropin_fuel: pd.Series,
) -> Tuple[
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
]:
    """
    Execute drop-in fuel consumption calculation.
    Parameters
    ----------
    ask_short_range_dropin_fuel
        Number of Available Seat Kilometer (ASK) for passenger short-range market from drop-in fuel aircraft [ASK].
    ask_medium_range_dropin_fuel
        Number of Available Seat Kilometer (ASK) for passenger medium-range market from drop-in fuel aircraft [ASK].
    ask_long_range_dropin_fuel
        Number of Available Seat Kilometer (ASK) for passenger long-range market from drop-in fuel aircraft [ASK].
    rtk_dropin_fuel
        Number of Revenue Tonne Kilometer (RTK) for freight air transport from drop-in fuel aircraft [RTK].
    energy_per_ask_without_operations_short_range_dropin_fuel
        Energy consumption per ASK for passenger short-range market aircraft using drop-in fuel without considering operation improvements [MJ/ASK].
    energy_per_ask_without_operations_medium_range_dropin_fuel
        Energy consumption per ASK for passenger medium-range market aircraft using drop-in fuel without considering operation improvements [MJ/ASK].
    energy_per_ask_without_operations_long_range_dropin_fuel
        Energy consumption per ASK for passenger long-range market aircraft using drop-in fuel without considering operation improvements [MJ/ASK].
    energy_per_rtk_without_operations_freight_dropin_fuel
        Energy consumption per RTK for freight market aircraft using drop-in fuel without considering operation improvements [MJ/RTK].
    energy_per_ask_short_range_dropin_fuel
        Energy consumption per ASK for passenger short-range market aircraft using drop-in fuel [MJ/ASK].
    energy_per_ask_medium_range_dropin_fuel
        Energy consumption per ASK for passenger medium-range market aircraft using drop-in fuel [MJ/ASK].
    energy_per_ask_long_range_dropin_fuel
        Energy consumption per ASK for passenger long-range market aircraft using drop-in fuel [MJ/ASK].
    energy_per_rtk_freight_dropin_fuel
        Energy consumption per RTK for freight market aircraft using drop-in fuel [MJ/RTK].

    Returns
    -------
    energy_consumption_short_range_dropin_fuel_without_operations
            Energy consumption in the form of drop-in fuels without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_dropin_fuel_without_operations
            Energy consumption in the form of drop-in fuels without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_dropin_fuel_without_operations
            Energy consumption in the form of drop-in fuels without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_dropin_fuel_without_operations
            Energy consumption in the form of drop-in fuels without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_dropin_fuel_without_operations
            Energy consumption in the form of drop-in fuels without considering operation improvements from freight air transport [MJ].
    energy_consumption_dropin_fuel_without_operations
            Energy consumption in the form of drop-in fuels without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_dropin_fuel
            Energy consumption in the form of drop-in fuels from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_dropin_fuel
            Energy consumption in the form of drop-in fuels from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_dropin_fuel
            Energy consumption in the form of drop-in fuels from passenger long-range market air transport [MJ].
    energy_consumption_passenger_dropin_fuel
            Energy consumption in the form of drop-in fuels from total passenger air transport [MJ].
    energy_consumption_freight_dropin_fuel
            Energy consumption in the form of drop-in fuels from freight air transport [MJ].
    energy_consumption_dropin_fuel
            Energy consumption in the form of drop-in fuels from all commercial air transport [MJ].
    """

    # WITHOUT OPERATIONS
    # Drop-in fuel
    energy_consumption_short_range_dropin_fuel_without_operations = (
        energy_per_ask_without_operations_short_range_dropin_fuel * ask_short_range_dropin_fuel
    )
    energy_consumption_medium_range_dropin_fuel_without_operations = (
        energy_per_ask_without_operations_medium_range_dropin_fuel
        * ask_medium_range_dropin_fuel
    )
    energy_consumption_long_range_dropin_fuel_without_operations = (
        energy_per_ask_without_operations_long_range_dropin_fuel * ask_long_range_dropin_fuel
    )
    energy_consumption_passenger_dropin_fuel_without_operations = (
        energy_consumption_short_range_dropin_fuel_without_operations
        + energy_consumption_medium_range_dropin_fuel_without_operations
        + energy_consumption_long_range_dropin_fuel_without_operations
    )
    energy_consumption_freight_dropin_fuel_without_operations = (
        energy_per_rtk_without_operations_freight_dropin_fuel * rtk_dropin_fuel
    )
    energy_consumption_dropin_fuel_without_operations = (
        energy_consumption_passenger_dropin_fuel_without_operations
        + energy_consumption_freight_dropin_fuel_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_dropin_fuel_without_operations"] = (
        energy_consumption_short_range_dropin_fuel_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_dropin_fuel_without_operations"] = (
        energy_consumption_medium_range_dropin_fuel_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_dropin_fuel_without_operations"] = (
        energy_consumption_long_range_dropin_fuel_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_dropin_fuel_without_operations"] = (
        energy_consumption_passenger_dropin_fuel_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_dropin_fuel_without_operations"] = (
        energy_consumption_freight_dropin_fuel_without_operations
    )
    self.df.loc[:, "energy_consumption_dropin_fuel_without_operations"] = (
        energy_consumption_dropin_fuel_without_operations
    )

    # WITH OPERATIONS
    # Drop-in fuel
    energy_consumption_short_range_dropin_fuel = (
        energy_per_ask_short_range_dropin_fuel * ask_short_range_dropin_fuel
    )
    energy_consumption_medium_range_dropin_fuel = (
        energy_per_ask_medium_range_dropin_fuel * ask_medium_range_dropin_fuel
    )
    energy_consumption_long_range_dropin_fuel = (
        energy_per_ask_long_range_dropin_fuel * ask_long_range_dropin_fuel
    )
    energy_consumption_passenger_dropin_fuel = (
        energy_consumption_short_range_dropin_fuel
        + energy_consumption_medium_range_dropin_fuel
        + energy_consumption_long_range_dropin_fuel
    )
    energy_consumption_freight_dropin_fuel = (
        energy_per_rtk_freight_dropin_fuel * rtk_dropin_fuel
    )
    energy_consumption_dropin_fuel = (
        energy_consumption_passenger_dropin_fuel + energy_consumption_freight_dropin_fuel
    )

    self.df.loc[:, "energy_consumption_short_range_dropin_fuel"] = (
        energy_consumption_short_range_dropin_fuel
    )
    self.df.loc[:, "energy_consumption_medium_range_dropin_fuel"] = (
        energy_consumption_medium_range_dropin_fuel
    )
    self.df.loc[:, "energy_consumption_long_range_dropin_fuel"] = (
        energy_consumption_long_range_dropin_fuel
    )
    self.df.loc[:, "energy_consumption_passenger_dropin_fuel"] = (
        energy_consumption_passenger_dropin_fuel
    )
    self.df.loc[:, "energy_consumption_freight_dropin_fuel"] = (
        energy_consumption_freight_dropin_fuel
    )
    self.df.loc[:, "energy_consumption_dropin_fuel"] = energy_consumption_dropin_fuel

    return (
        energy_consumption_short_range_dropin_fuel_without_operations,
        energy_consumption_medium_range_dropin_fuel_without_operations,
        energy_consumption_long_range_dropin_fuel_without_operations,
        energy_consumption_passenger_dropin_fuel_without_operations,
        energy_consumption_freight_dropin_fuel_without_operations,
        energy_consumption_dropin_fuel_without_operations,
        energy_consumption_short_range_dropin_fuel,
        energy_consumption_medium_range_dropin_fuel,
        energy_consumption_long_range_dropin_fuel,
        energy_consumption_passenger_dropin_fuel,
        energy_consumption_freight_dropin_fuel,
        energy_consumption_dropin_fuel,
    )

DropInFuelDetailledConsumption 

DropInFuelDetailledConsumption(name='drop_in_fuel_detailled_consumption', *args, **kwargs)

Bases: AeroMAPSModel

Detailled drop-in fuel consumption calculation.

Parameters:

Name Type Description Default
name str

Name of the model instance ('drop_in_fuel_detailled_consumption' by default).

 'drop_in_fuel_detailled_consumption'
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
222
223
def __init__(self, name="drop_in_fuel_detailled_consumption", *args, **kwargs):
    super().__init__(name=name, *args, **kwargs)

compute 

compute(biomass_share_dropin_fuel, electricity_share_dropin_fuel, fossil_share_dropin_fuel, energy_consumption_short_range_dropin_fuel_without_operations, energy_consumption_medium_range_dropin_fuel_without_operations, energy_consumption_long_range_dropin_fuel_without_operations, energy_consumption_freight_dropin_fuel_without_operations, energy_consumption_short_range_dropin_fuel, energy_consumption_medium_range_dropin_fuel, energy_consumption_long_range_dropin_fuel, energy_consumption_freight_dropin_fuel)

Drop-in fuel consumption calculation.

Parameters:

Name Type Description Default
biomass_share_dropin_fuel Series

Share of biomass-based fuels in drop-in fuels [%].

 required
electricity_share_dropin_fuel Series

Share of electricity-based fuels in drop-in fuels [%].

 required
fossil_share_dropin_fuel Series

Share of fossil-based fuels in drop-in fuels [%].

 required
energy_consumption_short_range_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger long-range market air transport [MJ].

 required
energy_consumption_freight_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from freight air transport [MJ].

 required
energy_consumption_short_range_dropin_fuel Series

Energy consumption in the form of drop-in fuels from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_dropin_fuel Series

Energy consumption in the form of drop-in fuels from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_dropin_fuel Series

Energy consumption in the form of drop-in fuels from passenger long-range market air transport [MJ].

 required
energy_consumption_freight_dropin_fuel Series

Energy consumption in the form of drop-in fuels from freight air transport [MJ].

 required

Returns:

Type Description
energy_consumption_short_range_biofuel_without_operations

Energy consumption in the form of biofuels without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_biofuel_without_operations

Energy consumption in the form of biofuels without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_biofuel_without_operations

Energy consumption in the form of biofuels without considering operation improvements from passenger long-range market air transport [MJ].
energy_consumption_passenger_biofuel_without_operations

Energy consumption in the form of biofuels without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_biofuel_without_operations

Energy consumption in the form of biofuels without considering operation improvements from freight air transport [MJ].
energy_consumption_biofuel_without_operations

Energy consumption in the form of biofuels without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range_electrofuel_without_operations

Energy consumption in the form of electrofuels without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_electrofuel_without_operations

Energy consumption in the form of electrofuels without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_electrofuel_without_operations

Energy consumption in the form of electrofuels without considering operation improvements from passenger long-range market air transport [MJ].
energy_consumption_passenger_electrofuel_without_operations

Energy consumption in the form of electrofuels without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_electrofuel_without_operations

Energy consumption in the form of electrofuels without considering operation improvements from freight air transport [MJ].
energy_consumption_electrofuel_without_operations

Energy consumption in the form of electrofuels without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range_kerosene_without_operations

Energy consumption in the form of kerosene without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_kerosene_without_operations

Energy consumption in the form of kerosene without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_kerosene_without_operations

Energy consumption in the form of kerosene without considering operation improvements from passenger long-range market air transport [MJ].
energy_consumption_passenger_kerosene_without_operations

Energy consumption in the form of kerosene without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_kerosene_without_operations

Energy consumption in the form of kerosene without considering operation improvements from freight air transport [MJ].
energy_consumption_kerosene_without_operations

Energy consumption in the form of kerosene without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range_biofuel

Energy consumption in the form of biofuels from passenger short-range market air transport [MJ].
energy_consumption_medium_range_biofuel

Energy consumption in the form of biofuels from passenger medium-range market air transport [MJ].
energy_consumption_long_range_biofuel

Energy consumption in the form of biofuels from passenger long-range market air transport [MJ].
energy_consumption_passenger_biofuel

Energy consumption in the form of biofuels from total passenger air transport [MJ].
energy_consumption_freight_biofuel

Energy consumption in the form of biofuels from freight air transport [MJ].
energy_consumption_biofuel

Energy consumption in the form of biofuels from all commercial air transport [MJ].
energy_consumption_short_range_electrofuel

Energy consumption in the form of electrofuels from passenger short-range market air transport [MJ].
energy_consumption_medium_range_electrofuel

Energy consumption in the form of electrofuels from passenger medium-range market air transport [MJ].
energy_consumption_long_range_electrofuel

Energy consumption in the form of electrofuels from passenger long-range market air transport [MJ].
energy_consumption_passenger_electrofuel

Energy consumption in the form of electrofuels from total passenger air transport [MJ].
energy_consumption_freight_electrofuel

Energy consumption in the form of electrofuels from freight air transport [MJ].
energy_consumption_electrofuel

Energy consumption in the form of electrofuels from all commercial air transport [MJ].
energy_consumption_short_range_kerosene

Energy consumption in the form of kerosene from passenger short-range market air transport [MJ].
energy_consumption_medium_range_kerosene

Energy consumption in the form of kerosene from passenger medium-range market air transport [MJ].
energy_consumption_long_range_kerosene

Energy consumption in the form of kerosene from passenger long-range market air transport [MJ].
energy_consumption_passenger_kerosene

Energy consumption in the form of kerosene from total passenger air transport [MJ].
energy_consumption_freight_kerosene

Energy consumption in the form of kerosene from freight air transport [MJ].
energy_consumption_kerosene

Energy consumption in the form of kerosene from all commercial air transport [MJ].
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
def compute(
    self,
    biomass_share_dropin_fuel: pd.Series,
    electricity_share_dropin_fuel: pd.Series,
    fossil_share_dropin_fuel: pd.Series,
    energy_consumption_short_range_dropin_fuel_without_operations: pd.Series,
    energy_consumption_medium_range_dropin_fuel_without_operations: pd.Series,
    energy_consumption_long_range_dropin_fuel_without_operations: pd.Series,
    energy_consumption_freight_dropin_fuel_without_operations: pd.Series,
    energy_consumption_short_range_dropin_fuel: pd.Series,
    energy_consumption_medium_range_dropin_fuel: pd.Series,
    energy_consumption_long_range_dropin_fuel: pd.Series,
    energy_consumption_freight_dropin_fuel: pd.Series,
) -> Tuple[
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
]:
    # TODO further adapt to generic energy model outputs?
    """
    Drop-in fuel consumption calculation.

    Parameters
    ----------
    biomass_share_dropin_fuel
        Share of biomass-based fuels in drop-in fuels [%].
    electricity_share_dropin_fuel
        Share of electricity-based fuels in drop-in fuels [%].
    fossil_share_dropin_fuel
        Share of fossil-based fuels in drop-in fuels [%].
    energy_consumption_short_range_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_freight_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from freight air transport [MJ].
    energy_consumption_short_range_dropin_fuel
        Energy consumption in the form of drop-in fuels from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_dropin_fuel
        Energy consumption in the form of drop-in fuels from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_dropin_fuel
        Energy consumption in the form of drop-in fuels from passenger long-range market air transport [MJ].
    energy_consumption_freight_dropin_fuel
        Energy consumption in the form of drop-in fuels from freight air transport [MJ].

    Returns
    -------
    energy_consumption_short_range_biofuel_without_operations
            Energy consumption in the form of biofuels without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_biofuel_without_operations
            Energy consumption in the form of biofuels without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_biofuel_without_operations
            Energy consumption in the form of biofuels without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_biofuel_without_operations
            Energy consumption in the form of biofuels without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_biofuel_without_operations
            Energy consumption in the form of biofuels without considering operation improvements from freight air transport [MJ].
    energy_consumption_biofuel_without_operations
            Energy consumption in the form of biofuels without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_electrofuel_without_operations
            Energy consumption in the form of electrofuels without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_electrofuel_without_operations
            Energy consumption in the form of electrofuels without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_electrofuel_without_operations
            Energy consumption in the form of electrofuels without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_electrofuel_without_operations
            Energy consumption in the form of electrofuels without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_electrofuel_without_operations
            Energy consumption in the form of electrofuels without considering operation improvements from freight air transport [MJ].
    energy_consumption_electrofuel_without_operations
            Energy consumption in the form of electrofuels without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_kerosene_without_operations
            Energy consumption in the form of kerosene without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_kerosene_without_operations
            Energy consumption in the form of kerosene without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_kerosene_without_operations
            Energy consumption in the form of kerosene without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_kerosene_without_operations
            Energy consumption in the form of kerosene without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_kerosene_without_operations
            Energy consumption in the form of kerosene without considering operation improvements from freight air transport [MJ].
    energy_consumption_kerosene_without_operations
            Energy consumption in the form of kerosene without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_biofuel
            Energy consumption in the form of biofuels from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_biofuel
            Energy consumption in the form of biofuels from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_biofuel
            Energy consumption in the form of biofuels from passenger long-range market air transport [MJ].
    energy_consumption_passenger_biofuel
            Energy consumption in the form of biofuels from total passenger air transport [MJ].
    energy_consumption_freight_biofuel
            Energy consumption in the form of biofuels from freight air transport [MJ].
    energy_consumption_biofuel
            Energy consumption in the form of biofuels from all commercial air transport [MJ].
    energy_consumption_short_range_electrofuel
            Energy consumption in the form of electrofuels from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_electrofuel
            Energy consumption in the form of electrofuels from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_electrofuel
            Energy consumption in the form of electrofuels from passenger long-range market air transport [MJ].
    energy_consumption_passenger_electrofuel
            Energy consumption in the form of electrofuels from total passenger air transport [MJ].
    energy_consumption_freight_electrofuel
            Energy consumption in the form of electrofuels from freight air transport [MJ].
    energy_consumption_electrofuel
            Energy consumption in the form of electrofuels from all commercial air transport [MJ].
    energy_consumption_short_range_kerosene
            Energy consumption in the form of kerosene from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_kerosene
            Energy consumption in the form of kerosene from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_kerosene
            Energy consumption in the form of kerosene from passenger long-range market air transport [MJ].
    energy_consumption_passenger_kerosene
            Energy consumption in the form of kerosene from total passenger air transport [MJ].
    energy_consumption_freight_kerosene
            Energy consumption in the form of kerosene from freight air transport [MJ].
    energy_consumption_kerosene
            Energy consumption in the form of kerosene from all commercial air transport [MJ].
    """
    # WITHOUT OPERATIONS
    # Biofuel
    energy_consumption_short_range_biofuel_without_operations = (
        biomass_share_dropin_fuel
        / 100
        * energy_consumption_short_range_dropin_fuel_without_operations
    )
    energy_consumption_medium_range_biofuel_without_operations = (
        biomass_share_dropin_fuel
        / 100
        * energy_consumption_medium_range_dropin_fuel_without_operations
    )
    energy_consumption_long_range_biofuel_without_operations = (
        biomass_share_dropin_fuel
        / 100
        * energy_consumption_long_range_dropin_fuel_without_operations
    )
    energy_consumption_passenger_biofuel_without_operations = (
        energy_consumption_short_range_biofuel_without_operations
        + energy_consumption_medium_range_biofuel_without_operations
        + energy_consumption_long_range_biofuel_without_operations
    )
    energy_consumption_freight_biofuel_without_operations = (
        biomass_share_dropin_fuel
        / 100
        * energy_consumption_freight_dropin_fuel_without_operations
    )
    energy_consumption_biofuel_without_operations = (
        energy_consumption_passenger_biofuel_without_operations
        + energy_consumption_freight_biofuel_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_biofuel_without_operations"] = (
        energy_consumption_short_range_biofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_biofuel_without_operations"] = (
        energy_consumption_medium_range_biofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_biofuel_without_operations"] = (
        energy_consumption_long_range_biofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_biofuel_without_operations"] = (
        energy_consumption_passenger_biofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_biofuel_without_operations"] = (
        energy_consumption_freight_biofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_biofuel_without_operations"] = (
        energy_consumption_biofuel_without_operations
    )

    # Electrofuel
    energy_consumption_short_range_electrofuel_without_operations = (
        electricity_share_dropin_fuel
        / 100
        * energy_consumption_short_range_dropin_fuel_without_operations
    )
    energy_consumption_medium_range_electrofuel_without_operations = (
        electricity_share_dropin_fuel
        / 100
        * energy_consumption_medium_range_dropin_fuel_without_operations
    )
    energy_consumption_long_range_electrofuel_without_operations = (
        electricity_share_dropin_fuel
        / 100
        * energy_consumption_long_range_dropin_fuel_without_operations
    )
    energy_consumption_passenger_electrofuel_without_operations = (
        energy_consumption_short_range_electrofuel_without_operations
        + energy_consumption_medium_range_electrofuel_without_operations
        + energy_consumption_long_range_electrofuel_without_operations
    )
    energy_consumption_freight_electrofuel_without_operations = (
        electricity_share_dropin_fuel
        / 100
        * energy_consumption_freight_dropin_fuel_without_operations
    )
    energy_consumption_electrofuel_without_operations = (
        energy_consumption_passenger_electrofuel_without_operations
        + energy_consumption_freight_electrofuel_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_electrofuel_without_operations"] = (
        energy_consumption_short_range_electrofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_electrofuel_without_operations"] = (
        energy_consumption_medium_range_electrofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_electrofuel_without_operations"] = (
        energy_consumption_long_range_electrofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_electrofuel_without_operations"] = (
        energy_consumption_passenger_electrofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_electrofuel_without_operations"] = (
        energy_consumption_freight_electrofuel_without_operations
    )
    self.df.loc[:, "energy_consumption_electrofuel_without_operations"] = (
        energy_consumption_electrofuel_without_operations
    )

    # Kerosene
    energy_consumption_short_range_kerosene_without_operations = (
        fossil_share_dropin_fuel
        / 100
        * energy_consumption_short_range_dropin_fuel_without_operations
    )
    energy_consumption_medium_range_kerosene_without_operations = (
        fossil_share_dropin_fuel
        / 100
        * energy_consumption_medium_range_dropin_fuel_without_operations
    )
    energy_consumption_long_range_kerosene_without_operations = (
        fossil_share_dropin_fuel
        / 100
        * energy_consumption_long_range_dropin_fuel_without_operations
    )
    energy_consumption_passenger_kerosene_without_operations = (
        energy_consumption_short_range_kerosene_without_operations
        + energy_consumption_medium_range_kerosene_without_operations
        + energy_consumption_long_range_kerosene_without_operations
    )
    energy_consumption_freight_kerosene_without_operations = (
        fossil_share_dropin_fuel
        / 100
        * energy_consumption_freight_dropin_fuel_without_operations
    )
    energy_consumption_kerosene_without_operations = (
        energy_consumption_passenger_kerosene_without_operations
        + energy_consumption_freight_kerosene_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_kerosene_without_operations"] = (
        energy_consumption_short_range_kerosene_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_kerosene_without_operations"] = (
        energy_consumption_medium_range_kerosene_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_kerosene_without_operations"] = (
        energy_consumption_long_range_kerosene_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_kerosene_without_operations"] = (
        energy_consumption_passenger_kerosene_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_kerosene_without_operations"] = (
        energy_consumption_freight_kerosene_without_operations
    )
    self.df.loc[:, "energy_consumption_kerosene_without_operations"] = (
        energy_consumption_kerosene_without_operations
    )

    # WITH OPERATIONS
    # Biofuel
    energy_consumption_short_range_biofuel = (
        biomass_share_dropin_fuel / 100 * energy_consumption_short_range_dropin_fuel
    )
    energy_consumption_medium_range_biofuel = (
        biomass_share_dropin_fuel / 100 * energy_consumption_medium_range_dropin_fuel
    )
    energy_consumption_long_range_biofuel = (
        biomass_share_dropin_fuel / 100 * energy_consumption_long_range_dropin_fuel
    )
    energy_consumption_passenger_biofuel = (
        energy_consumption_short_range_biofuel
        + energy_consumption_medium_range_biofuel
        + energy_consumption_long_range_biofuel
    )
    energy_consumption_freight_biofuel = (
        biomass_share_dropin_fuel / 100 * energy_consumption_freight_dropin_fuel
    )
    energy_consumption_biofuel = (
        energy_consumption_passenger_biofuel + energy_consumption_freight_biofuel
    )

    self.df.loc[:, "energy_consumption_short_range_biofuel"] = (
        energy_consumption_short_range_biofuel
    )
    self.df.loc[:, "energy_consumption_medium_range_biofuel"] = (
        energy_consumption_medium_range_biofuel
    )
    self.df.loc[:, "energy_consumption_long_range_biofuel"] = (
        energy_consumption_long_range_biofuel
    )
    self.df.loc[:, "energy_consumption_passenger_biofuel"] = (
        energy_consumption_passenger_biofuel
    )
    self.df.loc[:, "energy_consumption_freight_biofuel"] = energy_consumption_freight_biofuel
    self.df.loc[:, "energy_consumption_biofuel"] = energy_consumption_biofuel

    # Electrofuel
    energy_consumption_short_range_electrofuel = (
        electricity_share_dropin_fuel / 100 * energy_consumption_short_range_dropin_fuel
    )
    energy_consumption_medium_range_electrofuel = (
        electricity_share_dropin_fuel / 100 * energy_consumption_medium_range_dropin_fuel
    )
    energy_consumption_long_range_electrofuel = (
        electricity_share_dropin_fuel / 100 * energy_consumption_long_range_dropin_fuel
    )
    energy_consumption_passenger_electrofuel = (
        energy_consumption_short_range_electrofuel
        + energy_consumption_medium_range_electrofuel
        + energy_consumption_long_range_electrofuel
    )
    energy_consumption_freight_electrofuel = (
        electricity_share_dropin_fuel / 100 * energy_consumption_freight_dropin_fuel
    )
    energy_consumption_electrofuel = (
        energy_consumption_passenger_electrofuel + energy_consumption_freight_electrofuel
    )

    self.df.loc[:, "energy_consumption_short_range_electrofuel"] = (
        energy_consumption_short_range_electrofuel
    )
    self.df.loc[:, "energy_consumption_medium_range_electrofuel"] = (
        energy_consumption_medium_range_electrofuel
    )
    self.df.loc[:, "energy_consumption_long_range_electrofuel"] = (
        energy_consumption_long_range_electrofuel
    )
    self.df.loc[:, "energy_consumption_passenger_electrofuel"] = (
        energy_consumption_passenger_electrofuel
    )
    self.df.loc[:, "energy_consumption_freight_electrofuel"] = (
        energy_consumption_freight_electrofuel
    )
    self.df.loc[:, "energy_consumption_electrofuel"] = energy_consumption_electrofuel

    # Kerosene
    energy_consumption_short_range_kerosene = (
        fossil_share_dropin_fuel / 100 * energy_consumption_short_range_dropin_fuel
    )
    energy_consumption_medium_range_kerosene = (
        fossil_share_dropin_fuel / 100 * energy_consumption_medium_range_dropin_fuel
    )
    energy_consumption_long_range_kerosene = (
        fossil_share_dropin_fuel / 100 * energy_consumption_long_range_dropin_fuel
    )
    energy_consumption_passenger_kerosene = (
        energy_consumption_short_range_kerosene
        + energy_consumption_medium_range_kerosene
        + energy_consumption_long_range_kerosene
    )
    energy_consumption_freight_kerosene = (
        fossil_share_dropin_fuel / 100 * energy_consumption_freight_dropin_fuel
    )
    energy_consumption_kerosene = (
        energy_consumption_passenger_kerosene + energy_consumption_freight_kerosene
    )

    self.df.loc[:, "energy_consumption_short_range_kerosene"] = (
        energy_consumption_short_range_kerosene
    )
    self.df.loc[:, "energy_consumption_medium_range_kerosene"] = (
        energy_consumption_medium_range_kerosene
    )
    self.df.loc[:, "energy_consumption_long_range_kerosene"] = (
        energy_consumption_long_range_kerosene
    )
    self.df.loc[:, "energy_consumption_passenger_kerosene"] = (
        energy_consumption_passenger_kerosene
    )
    self.df.loc[:, "energy_consumption_freight_kerosene"] = energy_consumption_freight_kerosene
    self.df.loc[:, "energy_consumption_kerosene"] = energy_consumption_kerosene

    return (
        energy_consumption_short_range_biofuel_without_operations,
        energy_consumption_medium_range_biofuel_without_operations,
        energy_consumption_long_range_biofuel_without_operations,
        energy_consumption_passenger_biofuel_without_operations,
        energy_consumption_freight_biofuel_without_operations,
        energy_consumption_biofuel_without_operations,
        energy_consumption_short_range_electrofuel_without_operations,
        energy_consumption_medium_range_electrofuel_without_operations,
        energy_consumption_long_range_electrofuel_without_operations,
        energy_consumption_passenger_electrofuel_without_operations,
        energy_consumption_freight_electrofuel_without_operations,
        energy_consumption_electrofuel_without_operations,
        energy_consumption_short_range_kerosene_without_operations,
        energy_consumption_medium_range_kerosene_without_operations,
        energy_consumption_long_range_kerosene_without_operations,
        energy_consumption_passenger_kerosene_without_operations,
        energy_consumption_freight_kerosene_without_operations,
        energy_consumption_kerosene_without_operations,
        energy_consumption_short_range_biofuel,
        energy_consumption_medium_range_biofuel,
        energy_consumption_long_range_biofuel,
        energy_consumption_passenger_biofuel,
        energy_consumption_freight_biofuel,
        energy_consumption_biofuel,
        energy_consumption_short_range_electrofuel,
        energy_consumption_medium_range_electrofuel,
        energy_consumption_long_range_electrofuel,
        energy_consumption_passenger_electrofuel,
        energy_consumption_freight_electrofuel,
        energy_consumption_electrofuel,
        energy_consumption_short_range_kerosene,
        energy_consumption_medium_range_kerosene,
        energy_consumption_long_range_kerosene,
        energy_consumption_passenger_kerosene,
        energy_consumption_freight_kerosene,
        energy_consumption_kerosene,
    )

HydrogenConsumption 

HydrogenConsumption(name='hydrogen_consumption', *args, **kwargs)

Bases: AeroMAPSModel

Class to calculate hydrogen consumption for each type of market.

Parameters:

Name Type Description Default
name str

Name of the model instance ('hydrogen_consumption' by default).

 'hydrogen_consumption'
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
695
696
def __init__(self, name="hydrogen_consumption", *args, **kwargs):
    super().__init__(name=name, *args, **kwargs)

compute 

compute(ask_short_range_hydrogen, ask_medium_range_hydrogen, ask_long_range_hydrogen, rtk_hydrogen, energy_per_ask_without_operations_short_range_hydrogen, energy_per_ask_without_operations_medium_range_hydrogen, energy_per_ask_without_operations_long_range_hydrogen, energy_per_rtk_without_operations_freight_hydrogen, energy_per_ask_short_range_hydrogen, energy_per_ask_medium_range_hydrogen, energy_per_ask_long_range_hydrogen, energy_per_rtk_freight_hydrogen)

Hydrogen consumption calculation.

Parameters:

Name Type Description Default
ask_short_range_hydrogen Series

Number of Available Seat Kilometer (ASK) for passenger short-range market from hydrogen aircraft [ASK].

 required
ask_medium_range_hydrogen Series

Number of Available Seat Kilometer (ASK) for passenger medium-range market from hydrogen aircraft [ASK].

 required
ask_long_range_hydrogen Series

Number of Available Seat Kilometer (ASK) for passenger long-range market from hydrogen aircraft [ASK]

 required
rtk_hydrogen Series

Number of Revenue Tonne Kilometer (RTK) for freight air transport from hydrogen aircraft [RTK].

 required
energy_per_ask_without_operations_short_range_hydrogen Series

Energy consumption per ASK for passenger short-range market aircraft using hydrogen without considering operation improvements [MJ/ASK].

 required
energy_per_ask_without_operations_medium_range_hydrogen Series

Energy consumption per ASK for passenger medium-range market aircraft using hydrogen without considering operation improvements [MJ/ASK].

 required
energy_per_ask_without_operations_long_range_hydrogen Series

Energy consumption per ASK for passenger long-range market aircraft using hydrogen without considering operation improvements [MJ/ASK].

 required
energy_per_rtk_without_operations_freight_hydrogen Series

Energy consumption per RTK for freight aircraft using hydrogen without considering operation improvements [MJ/RTK].

 required
energy_per_ask_short_range_hydrogen Series

Energy consumption per ASK for passenger short-range market aircraft using hydrogen [MJ/ASK].

 required
energy_per_ask_medium_range_hydrogen Series

Energy consumption per ASK for passenger medium-range market aircraft using hydrogen [MJ/ASK].

 required
energy_per_ask_long_range_hydrogen Series

Energy consumption per ASK for passenger long-range market aircraft using hydrogen [MJ/ASK].

 required
energy_per_rtk_freight_hydrogen Series

Energy consumption per RTK for freight aircraft using hydrogen [MJ/RTK].

 required

Returns:

Type Description
energy_consumption_short_range_hydrogen_without_operations

Energy consumption in the form of hydrogen without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_hydrogen_without_operations

Energy consumption in the form of hydrogen without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_hydrogen_without_operations

Energy consumption in the form of hydrogen without considering operation improvements from passenger long-range market air transport [MJ].
energy_consumption_passenger_hydrogen_without_operations

Energy consumption in the form of hydrogen without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_hydrogen_without_operations

Energy consumption in the form of hydrogen without considering operation improvements from freight air transport [MJ].
energy_consumption_hydrogen_without_operations

Energy consumption in the form of hydrogen without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range_hydrogen

Energy consumption in the form of hydrogen from passenger short-range market air transport [MJ].
energy_consumption_medium_range_hydrogen

Energy consumption in the form of hydrogen from passenger medium-range market air transport [MJ].
energy_consumption_long_range_hydrogen

Energy consumption in the form of hydrogen from passenger long-range market air transport [MJ].
energy_consumption_passenger_hydrogen

Energy consumption in the form of hydrogen from total passenger air transport [MJ].
energy_consumption_freight_hydrogen

Energy consumption in the form of hydrogen from freight air transport [MJ].
energy_consumption_hydrogen

Energy consumption in the form of hydrogen from all commercial air transport [MJ].
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
def compute(
    self,
    ask_short_range_hydrogen: pd.Series,
    ask_medium_range_hydrogen: pd.Series,
    ask_long_range_hydrogen: pd.Series,
    rtk_hydrogen: pd.Series,
    energy_per_ask_without_operations_short_range_hydrogen: pd.Series,
    energy_per_ask_without_operations_medium_range_hydrogen: pd.Series,
    energy_per_ask_without_operations_long_range_hydrogen: pd.Series,
    energy_per_rtk_without_operations_freight_hydrogen: pd.Series,
    energy_per_ask_short_range_hydrogen: pd.Series,
    energy_per_ask_medium_range_hydrogen: pd.Series,
    energy_per_ask_long_range_hydrogen: pd.Series,
    energy_per_rtk_freight_hydrogen: pd.Series,
) -> Tuple[
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
]:
    """
    Hydrogen consumption calculation.

    Parameters
    ----------
    ask_short_range_hydrogen
        Number of Available Seat Kilometer (ASK) for passenger short-range market from hydrogen aircraft [ASK].
    ask_medium_range_hydrogen
        Number of Available Seat Kilometer (ASK) for passenger medium-range market from hydrogen aircraft [ASK].
    ask_long_range_hydrogen
        Number of Available Seat Kilometer (ASK) for passenger long-range market from hydrogen aircraft [ASK]
    rtk_hydrogen
        Number of Revenue Tonne Kilometer (RTK) for freight air transport from hydrogen aircraft [RTK].
    energy_per_ask_without_operations_short_range_hydrogen
        Energy consumption per ASK for passenger short-range market aircraft using hydrogen without considering operation improvements [MJ/ASK].
    energy_per_ask_without_operations_medium_range_hydrogen
        Energy consumption per ASK for passenger medium-range market aircraft using hydrogen without considering operation improvements [MJ/ASK].
    energy_per_ask_without_operations_long_range_hydrogen
        Energy consumption per ASK for passenger long-range market aircraft using hydrogen without considering operation improvements [MJ/ASK].
    energy_per_rtk_without_operations_freight_hydrogen
        Energy consumption per RTK for freight aircraft using hydrogen without considering operation improvements [MJ/RTK].
    energy_per_ask_short_range_hydrogen
        Energy consumption per ASK for passenger short-range market aircraft using hydrogen [MJ/ASK].
    energy_per_ask_medium_range_hydrogen
        Energy consumption per ASK for passenger medium-range market aircraft using hydrogen [MJ/ASK].
    energy_per_ask_long_range_hydrogen
        Energy consumption per ASK for passenger long-range market aircraft using hydrogen [MJ/ASK].
    energy_per_rtk_freight_hydrogen
        Energy consumption per RTK for freight aircraft using hydrogen [MJ/RTK].

    Returns
    -------
    energy_consumption_short_range_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from freight air transport [MJ].
    energy_consumption_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_hydrogen
        Energy consumption in the form of hydrogen from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_hydrogen
        Energy consumption in the form of hydrogen from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_hydrogen
        Energy consumption in the form of hydrogen from passenger long-range market air transport [MJ].
    energy_consumption_passenger_hydrogen
        Energy consumption in the form of hydrogen from total passenger air transport [MJ].
    energy_consumption_freight_hydrogen
        Energy consumption in the form of hydrogen from freight air transport [MJ].
    energy_consumption_hydrogen
        Energy consumption in the form of hydrogen from all commercial air transport [MJ].
    """

    # WITHOUT OPERATIONS
    energy_consumption_short_range_hydrogen_without_operations = (
        energy_per_ask_without_operations_short_range_hydrogen * ask_short_range_hydrogen
    )
    energy_consumption_medium_range_hydrogen_without_operations = (
        energy_per_ask_without_operations_medium_range_hydrogen * ask_medium_range_hydrogen
    )
    energy_consumption_long_range_hydrogen_without_operations = (
        energy_per_ask_without_operations_long_range_hydrogen * ask_long_range_hydrogen
    )
    energy_consumption_passenger_hydrogen_without_operations = (
        energy_consumption_short_range_hydrogen_without_operations
        + energy_consumption_medium_range_hydrogen_without_operations
        + energy_consumption_long_range_hydrogen_without_operations
    )
    energy_consumption_freight_hydrogen_without_operations = (
        energy_per_rtk_without_operations_freight_hydrogen * rtk_hydrogen
    )
    energy_consumption_hydrogen_without_operations = (
        energy_consumption_passenger_hydrogen_without_operations
        + energy_consumption_freight_hydrogen_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_hydrogen_without_operations"] = (
        energy_consumption_short_range_hydrogen_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_hydrogen_without_operations"] = (
        energy_consumption_medium_range_hydrogen_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_hydrogen_without_operations"] = (
        energy_consumption_long_range_hydrogen_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_hydrogen_without_operations"] = (
        energy_consumption_passenger_hydrogen_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_hydrogen_without_operations"] = (
        energy_consumption_freight_hydrogen_without_operations
    )
    self.df.loc[:, "energy_consumption_hydrogen_without_operations"] = (
        energy_consumption_hydrogen_without_operations
    )

    # WITH OPERATIONS
    energy_consumption_short_range_hydrogen = (
        energy_per_ask_short_range_hydrogen * ask_short_range_hydrogen
    )
    energy_consumption_medium_range_hydrogen = (
        energy_per_ask_medium_range_hydrogen * ask_medium_range_hydrogen
    )
    energy_consumption_long_range_hydrogen = (
        energy_per_ask_long_range_hydrogen * ask_long_range_hydrogen
    )
    energy_consumption_passenger_hydrogen = (
        energy_consumption_short_range_hydrogen
        + energy_consumption_medium_range_hydrogen
        + energy_consumption_long_range_hydrogen
    )
    energy_consumption_freight_hydrogen = energy_per_rtk_freight_hydrogen * rtk_hydrogen
    energy_consumption_hydrogen = (
        energy_consumption_passenger_hydrogen + energy_consumption_freight_hydrogen
    )

    self.df.loc[:, "energy_consumption_short_range_hydrogen"] = (
        energy_consumption_short_range_hydrogen
    )
    self.df.loc[:, "energy_consumption_medium_range_hydrogen"] = (
        energy_consumption_medium_range_hydrogen
    )
    self.df.loc[:, "energy_consumption_long_range_hydrogen"] = (
        energy_consumption_long_range_hydrogen
    )
    self.df.loc[:, "energy_consumption_passenger_hydrogen"] = (
        energy_consumption_passenger_hydrogen
    )
    self.df.loc[:, "energy_consumption_freight_hydrogen"] = energy_consumption_freight_hydrogen
    self.df.loc[:, "energy_consumption_hydrogen"] = energy_consumption_hydrogen

    return (
        energy_consumption_short_range_hydrogen_without_operations,
        energy_consumption_medium_range_hydrogen_without_operations,
        energy_consumption_long_range_hydrogen_without_operations,
        energy_consumption_passenger_hydrogen_without_operations,
        energy_consumption_freight_hydrogen_without_operations,
        energy_consumption_hydrogen_without_operations,
        energy_consumption_short_range_hydrogen,
        energy_consumption_medium_range_hydrogen,
        energy_consumption_long_range_hydrogen,
        energy_consumption_passenger_hydrogen,
        energy_consumption_freight_hydrogen,
        energy_consumption_hydrogen,
    )

ElectricConsumption 

ElectricConsumption(name='electric_consumption', *args, **kwargs)

Bases: AeroMAPSModel

Class to calculate electricity consumption for each type of market.

Parameters:

Name Type Description Default
name str

Name of the model instance ('electric_consumption' by default).

 'electric_consumption'
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
887
888
def __init__(self, name="electric_consumption", *args, **kwargs):
    super().__init__(name=name, *args, **kwargs)

compute 

compute(ask_short_range_electric, ask_medium_range_electric, ask_long_range_electric, rtk_electric, energy_per_ask_without_operations_short_range_electric, energy_per_ask_without_operations_medium_range_electric, energy_per_ask_without_operations_long_range_electric, energy_per_rtk_without_operations_freight_electric, energy_per_ask_short_range_electric, energy_per_ask_medium_range_electric, energy_per_ask_long_range_electric, energy_per_rtk_freight_electric)

Electricity consumption calculation.

Parameters:

Name Type Description Default
ask_short_range_electric Series

Number of Available Seat Kilometer (ASK) for passenger short-range market from electric aircraft [ASK].

 required
ask_medium_range_electric Series

Number of Available Seat Kilometer (ASK) for passenger medium-range market from electric aircraft [ASK].

 required
ask_long_range_electric Series

Number of Available Seat Kilometer (ASK) for passenger long-range market from electric aircraft [ASK]

 required
rtk_electric Series

Number of Revenue Tonne Kilometer (RTK) for freight air transport from electric aircraft [RTK].

 required
energy_per_ask_without_operations_short_range_electric Series

Energy consumption per ASK for passenger short-range market aircraft using electricity without considering operation improvements [MJ/ASK].

 required
energy_per_ask_without_operations_medium_range_electric Series

Energy consumption per ASK for passenger medium-range market aircraft using electricity without considering operation improvements [MJ/ASK].

 required
energy_per_ask_without_operations_long_range_electric Series

Energy consumption per ASK for passenger long-range market aircraft using electricity without considering operation improvements [MJ/ASK].

 required
energy_per_rtk_without_operations_freight_electric Series

Energy consumption per RTK for freight aircraft using electricity without considering operation improvements [MJ/RTK].

 required
energy_per_ask_short_range_electric Series

Energy consumption per ASK for passenger short-range market aircraft using electricity [MJ/ASK].

 required
energy_per_ask_medium_range_electric Series

Energy consumption per ASK for passenger medium-range market aircraft using electricity [MJ/ASK].

 required
energy_per_ask_long_range_electric Series

Energy consumption per ASK for passenger long-range market aircraft using electricity [MJ/ASK].

 required
energy_per_rtk_freight_electric Series

Energy consumption per RTK for freight aircraft using electricity [MJ/RTK].

 required

Returns:

Type Description
energy_consumption_short_range_electric_without_operations

Energy consumption in the form of electricity without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_electric_without_operations

Energy consumption in the form of electricity without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_electric_without_operations

Energy consumption in the form of electricity without considering operation improvements from passenger long-range market air transport [MJ].
energy_consumption_passenger_electric_without_operations

Energy consumption in the form of electricity without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_electric_without_operations

Energy consumption in the form of electricity without considering operation improvements from freight air transport [MJ].
energy_consumption_electric_without_operations

Energy consumption in the form of electricity without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range_electric

Energy consumption in the form of electricity from passenger short-range market air transport [MJ].
energy_consumption_medium_range_electric

Energy consumption in the form of electricity from passenger medium-range market air transport [MJ].
energy_consumption_long_range_electric

Energy consumption in the form of electricity from passenger long-range market air transport [MJ].
energy_consumption_passenger_electric

Energy consumption in the form of electricity from total passenger air transport [MJ].
energy_consumption_freight_electric

Energy consumption in the form of electricity from freight air transport [MJ].
energy_consumption_electric

Energy consumption in the form of electricity from all commercial air transport [MJ].
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
 890
 891
 892
 893
 894
 895
 896
 897
 898
 899
 900
 901
 902
 903
 904
 905
 906
 907
 908
 909
 910
 911
 912
 913
 914
 915
 916
 917
 918
 919
 920
 921
 922
 923
 924
 925
 926
 927
 928
 929
 930
 931
 932
 933
 934
 935
 936
 937
 938
 939
 940
 941
 942
 943
 944
 945
 946
 947
 948
 949
 950
 951
 952
 953
 954
 955
 956
 957
 958
 959
 960
 961
 962
 963
 964
 965
 966
 967
 968
 969
 970
 971
 972
 973
 974
 975
 976
 977
 978
 979
 980
 981
 982
 983
 984
 985
 986
 987
 988
 989
 990
 991
 992
 993
 994
 995
 996
 997
 998
 999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
def compute(
    self,
    ask_short_range_electric: pd.Series,
    ask_medium_range_electric: pd.Series,
    ask_long_range_electric: pd.Series,
    rtk_electric: pd.Series,
    energy_per_ask_without_operations_short_range_electric: pd.Series,
    energy_per_ask_without_operations_medium_range_electric: pd.Series,
    energy_per_ask_without_operations_long_range_electric: pd.Series,
    energy_per_rtk_without_operations_freight_electric: pd.Series,
    energy_per_ask_short_range_electric: pd.Series,
    energy_per_ask_medium_range_electric: pd.Series,
    energy_per_ask_long_range_electric: pd.Series,
    energy_per_rtk_freight_electric: pd.Series,
) -> Tuple[
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
]:
    """
    Electricity consumption calculation.

    Parameters
    ----------
    ask_short_range_electric
        Number of Available Seat Kilometer (ASK) for passenger short-range market from electric aircraft [ASK].
    ask_medium_range_electric
        Number of Available Seat Kilometer (ASK) for passenger medium-range market from electric aircraft [ASK].
    ask_long_range_electric
        Number of Available Seat Kilometer (ASK) for passenger long-range market from electric aircraft [ASK]
    rtk_electric
        Number of Revenue Tonne Kilometer (RTK) for freight air transport from electric aircraft [RTK].
    energy_per_ask_without_operations_short_range_electric
        Energy consumption per ASK for passenger short-range market aircraft using electricity without considering operation improvements [MJ/ASK].
    energy_per_ask_without_operations_medium_range_electric
        Energy consumption per ASK for passenger medium-range market aircraft using electricity without considering operation improvements [MJ/ASK].
    energy_per_ask_without_operations_long_range_electric
        Energy consumption per ASK for passenger long-range market aircraft using electricity without considering operation improvements [MJ/ASK].
    energy_per_rtk_without_operations_freight_electric
        Energy consumption per RTK for freight aircraft using electricity without considering operation improvements [MJ/RTK].
    energy_per_ask_short_range_electric
        Energy consumption per ASK for passenger short-range market aircraft using electricity [MJ/ASK].
    energy_per_ask_medium_range_electric
        Energy consumption per ASK for passenger medium-range market aircraft using electricity [MJ/ASK].
    energy_per_ask_long_range_electric
        Energy consumption per ASK for passenger long-range market aircraft using electricity [MJ/ASK].
    energy_per_rtk_freight_electric
        Energy consumption per RTK for freight aircraft using electricity [MJ/RTK].

    Returns
    -------
    energy_consumption_short_range_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from freight air transport [MJ].
    energy_consumption_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_electric
        Energy consumption in the form of electricity from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_electric
        Energy consumption in the form of electricity from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_electric
        Energy consumption in the form of electricity from passenger long-range market air transport [MJ].
    energy_consumption_passenger_electric
        Energy consumption in the form of electricity from total passenger air transport [MJ].
    energy_consumption_freight_electric
        Energy consumption in the form of electricity from freight air transport [MJ].
    energy_consumption_electric
        Energy consumption in the form of electricity from all commercial air transport [MJ].
    """

    # WITHOUT OPERATIONS
    energy_consumption_short_range_electric_without_operations = (
        energy_per_ask_without_operations_short_range_electric * ask_short_range_electric
    )
    energy_consumption_medium_range_electric_without_operations = (
        energy_per_ask_without_operations_medium_range_electric * ask_medium_range_electric
    )
    energy_consumption_long_range_electric_without_operations = (
        energy_per_ask_without_operations_long_range_electric * ask_long_range_electric
    )
    energy_consumption_passenger_electric_without_operations = (
        energy_consumption_short_range_electric_without_operations
        + energy_consumption_medium_range_electric_without_operations
        + energy_consumption_long_range_electric_without_operations
    )
    energy_consumption_freight_electric_without_operations = (
        energy_per_rtk_without_operations_freight_electric * rtk_electric
    )
    energy_consumption_electric_without_operations = (
        energy_consumption_passenger_electric_without_operations
        + energy_consumption_freight_electric_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_electric_without_operations"] = (
        energy_consumption_short_range_electric_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_electric_without_operations"] = (
        energy_consumption_medium_range_electric_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_electric_without_operations"] = (
        energy_consumption_long_range_electric_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_electric_without_operations"] = (
        energy_consumption_passenger_electric_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_electric_without_operations"] = (
        energy_consumption_freight_electric_without_operations
    )
    self.df.loc[:, "energy_consumption_electric_without_operations"] = (
        energy_consumption_electric_without_operations
    )

    # WITH OPERATIONS
    energy_consumption_short_range_electric = (
        energy_per_ask_short_range_electric * ask_short_range_electric
    )
    energy_consumption_medium_range_electric = (
        energy_per_ask_medium_range_electric * ask_medium_range_electric
    )
    energy_consumption_long_range_electric = (
        energy_per_ask_long_range_electric * ask_long_range_electric
    )
    energy_consumption_passenger_electric = (
        energy_consumption_short_range_electric
        + energy_consumption_medium_range_electric
        + energy_consumption_long_range_electric
    )
    energy_consumption_freight_electric = energy_per_rtk_freight_electric * rtk_electric
    energy_consumption_electric = (
        energy_consumption_passenger_electric + energy_consumption_freight_electric
    )

    self.df.loc[:, "energy_consumption_short_range_electric"] = (
        energy_consumption_short_range_electric
    )
    self.df.loc[:, "energy_consumption_medium_range_electric"] = (
        energy_consumption_medium_range_electric
    )
    self.df.loc[:, "energy_consumption_long_range_electric"] = (
        energy_consumption_long_range_electric
    )
    self.df.loc[:, "energy_consumption_passenger_electric"] = (
        energy_consumption_passenger_electric
    )
    self.df.loc[:, "energy_consumption_freight_electric"] = energy_consumption_freight_electric
    self.df.loc[:, "energy_consumption_electric"] = energy_consumption_electric

    return (
        energy_consumption_short_range_electric_without_operations,
        energy_consumption_medium_range_electric_without_operations,
        energy_consumption_long_range_electric_without_operations,
        energy_consumption_passenger_electric_without_operations,
        energy_consumption_freight_electric_without_operations,
        energy_consumption_electric_without_operations,
        energy_consumption_short_range_electric,
        energy_consumption_medium_range_electric,
        energy_consumption_long_range_electric,
        energy_consumption_passenger_electric,
        energy_consumption_freight_electric,
        energy_consumption_electric,
    )

EnergyConsumption 

EnergyConsumption(name='energy_consumption', *args, **kwargs)

Bases: AeroMAPSModel

Class to calculate total energy consumption for each type of market, aggregating all energy sources.

Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
1074
1075
def __init__(self, name="energy_consumption", *args, **kwargs):
    super().__init__(name=name, *args, **kwargs)

compute 

compute(energy_consumption_short_range_dropin_fuel_without_operations, energy_consumption_medium_range_dropin_fuel_without_operations, energy_consumption_long_range_dropin_fuel_without_operations, energy_consumption_passenger_dropin_fuel_without_operations, energy_consumption_freight_dropin_fuel_without_operations, energy_consumption_short_range_hydrogen_without_operations, energy_consumption_medium_range_hydrogen_without_operations, energy_consumption_long_range_hydrogen_without_operations, energy_consumption_passenger_hydrogen_without_operations, energy_consumption_freight_hydrogen_without_operations, energy_consumption_short_range_electric_without_operations, energy_consumption_medium_range_electric_without_operations, energy_consumption_long_range_electric_without_operations, energy_consumption_passenger_electric_without_operations, energy_consumption_freight_electric_without_operations, energy_consumption_dropin_fuel_without_operations, energy_consumption_hydrogen_without_operations, energy_consumption_electric_without_operations, energy_consumption_short_range_dropin_fuel, energy_consumption_medium_range_dropin_fuel, energy_consumption_long_range_dropin_fuel, energy_consumption_passenger_dropin_fuel, energy_consumption_freight_dropin_fuel, energy_consumption_short_range_hydrogen, energy_consumption_medium_range_hydrogen, energy_consumption_long_range_hydrogen, energy_consumption_passenger_hydrogen, energy_consumption_freight_hydrogen, energy_consumption_short_range_electric, energy_consumption_medium_range_electric, energy_consumption_long_range_electric, energy_consumption_passenger_electric, energy_consumption_freight_electric, energy_consumption_dropin_fuel, energy_consumption_hydrogen, energy_consumption_electric)

Energy consumption calculation.

Parameters:

Name Type Description Default
energy_consumption_short_range_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from passenger long-range market air transport [MJ].

 required
energy_consumption_passenger_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from total passenger air transport [MJ].

 required
energy_consumption_freight_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from freight air transport [MJ].

 required
energy_consumption_short_range_hydrogen_without_operations Series

Energy consumption in the form of hydrogen without considering operation improvements from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_hydrogen_without_operations Series

Energy consumption in the form of hydrogen without considering operation improvements from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_hydrogen_without_operations Series

Energy consumption in the form of hydrogen without considering operation improvements from passenger long-range market air transport [MJ].

 required
energy_consumption_passenger_hydrogen_without_operations Series

Energy consumption in the form of hydrogen without considering operation improvements from total passenger air transport [MJ].

 required
energy_consumption_freight_hydrogen_without_operations Series

Energy consumption in the form of hydrogen without considering operation improvements from freight air transport [MJ].

 required
energy_consumption_short_range_electric_without_operations Series

Energy consumption in the form of electricity without considering operation improvements from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_electric_without_operations Series

Energy consumption in the form of electricity without considering operation improvements from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_electric_without_operations Series

Energy consumption in the form of electricity without considering operation improvements from passenger long-range market air transport [MJ].

 required
energy_consumption_passenger_electric_without_operations Series

Energy consumption in the form of electricity without considering operation improvements from total passenger air transport [MJ].

 required
energy_consumption_freight_electric_without_operations Series

Energy consumption in the form of electricity without considering operation improvements from freight air transport [MJ].

 required
energy_consumption_dropin_fuel_without_operations Series

Energy consumption in the form of drop-in fuels without considering operation improvements from all commercial air transport [MJ].

 required
energy_consumption_hydrogen_without_operations Series

Energy consumption in the form of hydrogen without considering operation improvements from all commercial air transport [MJ].

 required
energy_consumption_electric_without_operations Series

Energy consumption in the form of electricity without considering operation improvements from all commercial air transport [MJ].

 required
energy_consumption_short_range_dropin_fuel Series

Energy consumption in the form of drop-in fuels from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_dropin_fuel Series

Energy consumption in the form of drop-in fuels from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_dropin_fuel Series

Energy consumption in the form of drop-in fuels from passenger long-range market air transport [MJ].

 required
energy_consumption_passenger_dropin_fuel Series

Energy consumption in the form of drop-in fuels from total passenger air transport [MJ].

 required
energy_consumption_freight_dropin_fuel Series

Energy consumption in the form of drop-in fuels from freight air transport [MJ].

 required
energy_consumption_short_range_hydrogen Series

Energy consumption in the form of hydrogen from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_hydrogen Series

Energy consumption in the form of hydrogen from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_hydrogen Series

Energy consumption in the form of hydrogen from passenger long-range market air transport [MJ].

 required
energy_consumption_passenger_hydrogen Series

Energy consumption in the form of hydrogen from total passenger air transport [MJ].

 required
energy_consumption_freight_hydrogen Series

Energy consumption in the form of hydrogen from freight air transport [MJ].

 required
energy_consumption_short_range_electric Series

Energy consumption in the form of electricity from passenger short-range market air transport [MJ].

 required
energy_consumption_medium_range_electric Series

Energy consumption in the form of electricity from passenger medium-range market air transport [MJ].

 required
energy_consumption_long_range_electric Series

Energy consumption in the form of electricity from passenger long-range market air transport [MJ].

 required
energy_consumption_passenger_electric Series

Energy consumption in the form of electricity from total passenger air transport [MJ].

 required
energy_consumption_freight_electric Series

Energy consumption in the form of electricity from freight air transport [MJ].

 required
energy_consumption_dropin_fuel Series

Energy consumption in the form of drop-in fuels from all commercial air transport [MJ].

 required
energy_consumption_hydrogen Series

Energy consumption in the form of hydrogen from all commercial air transport [MJ].

 required
energy_consumption_electric Series

Energy consumption in the form of electricity from all commercial air transport [MJ].

 required

Returns:

Type Description
energy_consumption_short_range_without_operations

Energy consumption including all fuels without considering operation improvements from passenger short-range market air transport [MJ].
energy_consumption_medium_range_without_operations

Energy consumption including all fuels without considering operation improvements from passenger medium-range market air transport [MJ].
energy_consumption_long_range_without_operations

Energy consumption including all fuels without considering operation improvements from passenger long-range market air transport [MJ
energy_consumption_passenger_without_operations

Energy consumption including all fuels without considering operation improvements from total passenger air transport [MJ].
energy_consumption_freight_without_operations

Energy consumption including all fuels without considering operation improvements from freight air transport [MJ].
energy_consumption_without_operations

Energy consumption including all fuels without considering operation improvements from all commercial air transport [MJ].
energy_consumption_short_range

Energy consumption including all fuels from passenger short-range market air transport [MJ].
energy_consumption_medium_range

Energy consumption including all fuels from passenger medium-range market air transport [MJ].
energy_consumption_long_range

Energy consumption including all fuels from passenger long-range market air transport [MJ].
energy_consumption_passenger

Energy consumption including all fuels from total passenger air transport [MJ].
energy_consumption_freight

Energy consumption including all fuels from freight air transport [MJ].
energy_consumption

Energy consumption including all fuels from all commercial air transport [MJ].
Source code in aeromaps/models/impacts/energy_resources/energy_consumption.py 
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
def compute(
    self,
    energy_consumption_short_range_dropin_fuel_without_operations: pd.Series,
    energy_consumption_medium_range_dropin_fuel_without_operations: pd.Series,
    energy_consumption_long_range_dropin_fuel_without_operations: pd.Series,
    energy_consumption_passenger_dropin_fuel_without_operations: pd.Series,
    energy_consumption_freight_dropin_fuel_without_operations: pd.Series,
    energy_consumption_short_range_hydrogen_without_operations: pd.Series,
    energy_consumption_medium_range_hydrogen_without_operations: pd.Series,
    energy_consumption_long_range_hydrogen_without_operations: pd.Series,
    energy_consumption_passenger_hydrogen_without_operations: pd.Series,
    energy_consumption_freight_hydrogen_without_operations: pd.Series,
    energy_consumption_short_range_electric_without_operations: pd.Series,
    energy_consumption_medium_range_electric_without_operations: pd.Series,
    energy_consumption_long_range_electric_without_operations: pd.Series,
    energy_consumption_passenger_electric_without_operations: pd.Series,
    energy_consumption_freight_electric_without_operations: pd.Series,
    energy_consumption_dropin_fuel_without_operations: pd.Series,
    energy_consumption_hydrogen_without_operations: pd.Series,
    energy_consumption_electric_without_operations: pd.Series,
    energy_consumption_short_range_dropin_fuel: pd.Series,
    energy_consumption_medium_range_dropin_fuel: pd.Series,
    energy_consumption_long_range_dropin_fuel: pd.Series,
    energy_consumption_passenger_dropin_fuel: pd.Series,
    energy_consumption_freight_dropin_fuel: pd.Series,
    energy_consumption_short_range_hydrogen: pd.Series,
    energy_consumption_medium_range_hydrogen: pd.Series,
    energy_consumption_long_range_hydrogen: pd.Series,
    energy_consumption_passenger_hydrogen: pd.Series,
    energy_consumption_freight_hydrogen: pd.Series,
    energy_consumption_short_range_electric: pd.Series,
    energy_consumption_medium_range_electric: pd.Series,
    energy_consumption_long_range_electric: pd.Series,
    energy_consumption_passenger_electric: pd.Series,
    energy_consumption_freight_electric: pd.Series,
    energy_consumption_dropin_fuel: pd.Series,
    energy_consumption_hydrogen: pd.Series,
    energy_consumption_electric: pd.Series,
) -> Tuple[
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
    pd.Series,
]:
    """
    Energy consumption calculation.

    Parameters
    ----------
    energy_consumption_short_range_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from freight air transport [MJ].
    energy_consumption_short_range_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from freight air transport [MJ].
    energy_consumption_short_range_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from passenger long-range market air transport [MJ].
    energy_consumption_passenger_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from freight air transport [MJ].
    energy_consumption_dropin_fuel_without_operations
        Energy consumption in the form of drop-in fuels without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_hydrogen_without_operations
        Energy consumption in the form of hydrogen without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_electric_without_operations
        Energy consumption in the form of electricity without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range_dropin_fuel
        Energy consumption in the form of drop-in fuels from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_dropin_fuel
        Energy consumption in the form of drop-in fuels from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_dropin_fuel
        Energy consumption in the form of drop-in fuels from passenger long-range market air transport [MJ].
    energy_consumption_passenger_dropin_fuel
        Energy consumption in the form of drop-in fuels from total passenger air transport [MJ].
    energy_consumption_freight_dropin_fuel
        Energy consumption in the form of drop-in fuels from freight air transport [MJ].
    energy_consumption_short_range_hydrogen
        Energy consumption in the form of hydrogen from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_hydrogen
        Energy consumption in the form of hydrogen from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_hydrogen
        Energy consumption in the form of hydrogen from passenger long-range market air transport [MJ].
    energy_consumption_passenger_hydrogen
        Energy consumption in the form of hydrogen from total passenger air transport [MJ].
    energy_consumption_freight_hydrogen
        Energy consumption in the form of hydrogen from freight air transport [MJ].
    energy_consumption_short_range_electric
        Energy consumption in the form of electricity from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_electric
        Energy consumption in the form of electricity from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_electric
        Energy consumption in the form of electricity from passenger long-range market air transport [MJ].
    energy_consumption_passenger_electric
        Energy consumption in the form of electricity from total passenger air transport [MJ].
    energy_consumption_freight_electric
        Energy consumption in the form of electricity from freight air transport [MJ].
    energy_consumption_dropin_fuel
        Energy consumption in the form of drop-in fuels from all commercial air transport [MJ].
    energy_consumption_hydrogen
        Energy consumption in the form of hydrogen from all commercial air transport [MJ].
    energy_consumption_electric
        Energy consumption in the form of electricity from all commercial air transport [MJ].

    Returns
    -------
    energy_consumption_short_range_without_operations
        Energy consumption including all fuels without considering operation improvements from passenger short-range market air transport [MJ].
    energy_consumption_medium_range_without_operations
        Energy consumption including all fuels without considering operation improvements from passenger medium-range market air transport [MJ].
    energy_consumption_long_range_without_operations
        Energy consumption including all fuels without considering operation improvements from passenger long-range market air transport [MJ
    energy_consumption_passenger_without_operations
        Energy consumption including all fuels without considering operation improvements from total passenger air transport [MJ].
    energy_consumption_freight_without_operations
        Energy consumption including all fuels without considering operation improvements from freight air transport [MJ].
    energy_consumption_without_operations
        Energy consumption including all fuels without considering operation improvements from all commercial air transport [MJ].
    energy_consumption_short_range
        Energy consumption including all fuels from passenger short-range market air transport [MJ].
    energy_consumption_medium_range
        Energy consumption including all fuels from passenger medium-range market air transport [MJ].
    energy_consumption_long_range
        Energy consumption including all fuels from passenger long-range market air transport [MJ].
    energy_consumption_passenger
        Energy consumption including all fuels from total passenger air transport [MJ].
    energy_consumption_freight
        Energy consumption including all fuels from freight air transport [MJ].
    energy_consumption
        Energy consumption including all fuels from all commercial air transport [MJ].
    """

    # WITHOUT OPERATIONS
    energy_consumption_short_range_without_operations = (
        +energy_consumption_short_range_dropin_fuel_without_operations
        + energy_consumption_short_range_hydrogen_without_operations
        + energy_consumption_short_range_electric_without_operations
    )
    energy_consumption_medium_range_without_operations = (
        +energy_consumption_medium_range_dropin_fuel_without_operations
        + energy_consumption_medium_range_hydrogen_without_operations
        + energy_consumption_medium_range_electric_without_operations
    )
    energy_consumption_long_range_without_operations = (
        +energy_consumption_long_range_dropin_fuel_without_operations
        + energy_consumption_long_range_hydrogen_without_operations
        + energy_consumption_long_range_electric_without_operations
    )
    energy_consumption_passenger_without_operations = (
        +energy_consumption_passenger_dropin_fuel_without_operations
        + energy_consumption_passenger_hydrogen_without_operations
        + energy_consumption_passenger_electric_without_operations
    )
    energy_consumption_freight_without_operations = (
        +energy_consumption_freight_dropin_fuel_without_operations
        + energy_consumption_freight_hydrogen_without_operations
        + energy_consumption_freight_electric_without_operations
    )
    energy_consumption_without_operations = (
        +energy_consumption_dropin_fuel_without_operations
        + energy_consumption_hydrogen_without_operations
        + energy_consumption_electric_without_operations
    )

    self.df.loc[:, "energy_consumption_short_range_without_operations"] = (
        energy_consumption_short_range_without_operations
    )
    self.df.loc[:, "energy_consumption_medium_range_without_operations"] = (
        energy_consumption_medium_range_without_operations
    )
    self.df.loc[:, "energy_consumption_long_range_without_operations"] = (
        energy_consumption_long_range_without_operations
    )
    self.df.loc[:, "energy_consumption_passenger_without_operations"] = (
        energy_consumption_passenger_without_operations
    )
    self.df.loc[:, "energy_consumption_freight_without_operations"] = (
        energy_consumption_freight_without_operations
    )
    self.df.loc[:, "energy_consumption_without_operations"] = (
        energy_consumption_without_operations
    )

    # WITH OPERATIONS
    energy_consumption_short_range = (
        +energy_consumption_short_range_dropin_fuel
        + energy_consumption_short_range_hydrogen
        + energy_consumption_short_range_electric
    )
    energy_consumption_medium_range = (
        +energy_consumption_medium_range_dropin_fuel
        + energy_consumption_medium_range_hydrogen
        + energy_consumption_medium_range_electric
    )
    energy_consumption_long_range = (
        +energy_consumption_long_range_dropin_fuel
        + energy_consumption_long_range_hydrogen
        + energy_consumption_long_range_electric
    )
    energy_consumption_passenger = (
        +energy_consumption_passenger_dropin_fuel
        + energy_consumption_passenger_hydrogen
        + energy_consumption_passenger_electric
    )
    energy_consumption_freight = (
        +energy_consumption_freight_dropin_fuel
        + energy_consumption_freight_hydrogen
        + energy_consumption_freight_electric
    )
    energy_consumption = (
        +energy_consumption_dropin_fuel
        + energy_consumption_hydrogen
        + energy_consumption_electric
    )

    self.df.loc[:, "energy_consumption_short_range"] = energy_consumption_short_range
    self.df.loc[:, "energy_consumption_medium_range"] = energy_consumption_medium_range
    self.df.loc[:, "energy_consumption_long_range"] = energy_consumption_long_range
    self.df.loc[:, "energy_consumption_passenger"] = energy_consumption_passenger
    self.df.loc[:, "energy_consumption_freight"] = energy_consumption_freight
    self.df.loc[:, "energy_consumption"] = energy_consumption

    return (
        energy_consumption_short_range_without_operations,
        energy_consumption_medium_range_without_operations,
        energy_consumption_long_range_without_operations,
        energy_consumption_passenger_without_operations,
        energy_consumption_freight_without_operations,
        energy_consumption_without_operations,
        energy_consumption_short_range,
        energy_consumption_medium_range,
        energy_consumption_long_range,
        energy_consumption_passenger,
        energy_consumption_freight,
        energy_consumption,
    )