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@@ -605,81 +605,81 @@ Table 2: Summary of EnergBench dataset (Synthetic and Simulated Buildings)
605
  Below tables shows the summary of the real buildings
606
 
607
  Table 3: Details of real commercial buildings
608
- | **Dataset** | **Location** | **# Buildings**| **Year** | **# Days** | **# Hourly Obs** | **Unit** | **Resolution** | **Type** |
609
- |----------------------------------------------------------|----------------|--------------|---------|---------|---------------|------|------------|----------|
610
- | IBlend | India | 9 | 2013-17 | 1,604 | 296,357 | kW | 15min, 1H | Mains |
611
- | CLEMD | Malaysia | 1 | 2023-23 | 34 | 706 | kW | 15min, 1H | Mains |
612
- | CU-BEMS | Thailand | 1 | 2018-19 | 548 | 1,504,058 | kW | 15min, 1H | Circuits |
613
- | IPC-Commercial | China | 3 | 2016-21 | 2,191 | 132,519 | kW | 1H | Mains |
614
- | EWELD | Southern China | 386 | 2016-22 | 2,260 | 13,730,258 | kWh | 15min,1H | Mains |
615
- | SKC | South Korea | 10 | 2019 | 213 | 50,708 | kW | 15min, 1H | Mains |
616
- | IOT | Sharjah | 1 | 2024 | 171 | 2,163 | kWh | 1H | Circuits |
617
- | SEWA | UAE | 1 | 2020-21 | 730 | 17,489 | kW | 1H | Mains |
618
- | PSS | South Africa | 53 | 2022-23 | 364 | 454,774 | kWh | 30min, 1H | Mains |
619
- | Enernoc | USA | 100 | 2012-13 | 366 | 877,728 | kWh | 15min, 1H | Mains |
620
- | DGS | USA | 322 | 2016-18 | 1,064 | 5,333,851 | NA | 15min, 1H | Mains |
621
- | Berkely | USA | 1 | 2018-21 | 1,096 | 126,159 | kW | 15min, 1H | Circuits |
622
- | HB | Phoenix, USA | 1 | 2023 | 364 | 87,600 | kWh | 1H | Circuits |
623
- | BDG-2 | USA | 1,578 | 2016-17 | 730 | 25,212,579 | kWh | 1H | Mains |
624
- | ULE | Cambridge | 1 | 2023-24 | 365 | 8,783 | kWh | 1H | Mains |
625
- | ECRG-Commercial | Poland | 10 | 2,017 | 7 | 1,690 | kW | 15min, 1H | Mains |
626
- | RKP | Portugal | 3 | 2019 | 98 | 1,319 | kW | 15min, 1H | Mains |
627
- | UCIE | Portugal | 370 | 2011-15 | 1,461 | 12,974,050 | kWh | 15min, 1H | Mains |
628
- | NEST-Commercial | Switzerland | 1 | 2019-23 | 1,460 | 34,798 | kW | 15min, 1H | Mains |
629
- | UNICON | Australia | 64 | 2018-22 | 1,580 | 2,066,301 | kW | 15min, 1H | Mains |
630
- | **Total** | | 2,916 | | 16,706 | 62M | | | |
631
 
632
  Table 4: Details of real residential buildings
633
- | **Dataset** | **Location** | **# Buildings** | **Year** | **# Days** | **# Hourly Obs** | **Unit** | **Resolution** | **Type** |
634
- |------------------------------------------------------------------------------|------------------|--------------|---------|---------|---------------|------|------------|----------|
635
- | Prayas | India | 116 | 2018-20 | 911 | 1,536,409 | kWh | 15min, 1H | Mains |
636
- | CEEW | India | 84 | 2019-21 | 914 | 923,897 | kWh | 15min, 1H | Mains |
637
- | RSL | Sri Lanka | 2,903 | 2023-24 | 449 | 11,372,970 | kW | 15min, 1H | Mains |
638
- | IPC-Residential | China | 1 | 2016-21 | 2,191 | 45,471 | kW | 1H | Mains |
639
- | SFAC | China | 1 | 2021-22 | 366 | 115,857 | kWh | 15min, 1H | Circuits |
640
- | ENERTALK | South Korea | 22 | 2016-17 | 242 | 39,923 | kW | 15min, 1H | Mains |
641
- | DCB | Japan | 1 | 2002-22 | 7,457 | 187,008 | kW | 1H | Mains |
642
- | SRSA | South Africa | 1 | 2016-18 | 662 | 13,966 | kWh | 1H | Mains |
643
- | MIHEC | South Africa | 1 | 2019-21 | 1,013 | 19,358 | kWh | 1H | Mains |
644
- | AMPD | Canada | 1 | 2012-14 | 730 | 17,520 | kW | 15min, 1H | Mains |
645
- | RHC | Canada | 1 | 2012-14 | 730 | 17,520 | kWh | 15min, 1H | Mains |
646
- | HUE | British Columbia | 28 | 2012-20 | 2,910 | 610,949 | kWh | 1H | Mains |
647
- | flEECe | USA | 6 | 2017-18 | 259 | 74,492 | kWh | 1H | Mains |
648
- | MFRED | USA | 26 | 2019-20 | 365 | 227,622 | kW | 15min, 1H | Mains |
649
- | SMART-Star | USA | 114 | 2014-16 | 867 | 958,998 | kW | 15min, 1H | Mains |
650
- | Honda SMART Home | USA | 1 | 2020 | 365 | 8,760 | kW | 15min, 1H | Mains |
651
- | PES | USA, Europe | 10 | 2011-14 | 971 | 13,508 | kWh | 15min, 1H | Mains |
652
- | ECWM | Mexico | 1 | 2022-24 | 426 | 10,184 | kW | 1H | Mains |
653
- | WED | Mexico | 5 | 2022-23 | 378 | 45,096 | kWh | 15min, 1H | Mains |
654
- | REEDD | Costa Rica | 46 | 2018-19 | 384 | 12,058 | kW | 15min, 1H | Circuits |
655
- | REFIT | UK | 20 | 2013-15 | 661 | 231,970 | kW | 15min, 1H | Circuits |
656
- | METER | UK | 311 | 2016-19 | 1,065 | 8,928 | kW | 30min, 1H | Mains |
657
- | SAVE | UK | 4,691 | 2016-18 | 904 | 59,918,911 | kWh | 15min, 1H | Mains |
658
- | HES | UK | 16 | 2010-11 | 455 | 115,824 | kWh | 1H | Mains |
659
- | NDB | UK | 1 | 2022 | 229 | 3,282 | kW | 15min, 1H | Circuits |
660
- | LCL | UK | 5,561 | 2011-14 | 828 | 83,925,571 | kWh | 30min, 1H | Mains |
661
- | UKST | Great Britain | 14,319 | 2008-10 | 996 | 207,579,283 | kWh | 30min, 1H | Mains |
662
- | IRH | Ireland | 20 | 2020-21 | 366 | 174,398 | kW | 15min, 1H | Mains |
663
- | DESM | France | 3 | 2020-21 | 365 | 24,018 | kW | 15min, 1H | Mains |
664
- | IHEPC | Sceaux | 1 | 2006-10 | 1,441 | 34,168 | kW | 15min, 1H | Mains |
665
- | NEEA | Portland | 410 | 2018-20 | 855 | 2,922,289 | kW | 15min, 1H | Mains |
666
- | GoiEner | Spain | 25,559 | 2014-22 | 2,775 | 632,313,933 | kWh | 1H | Mains |
667
- | Plegma | Greece | 13 | 2022-23 | 446 | 83,452 | kW | 15min, 1H | Mains |
668
- | DEDDIAG | Germany | 15 | 2016-20 | 1582 | 732,597 | kW | 15min, 1H | Circuits |
669
- | HSG | Germany | 11 | 2014-19 | 1602 | 220,775 | kWh | 15min, 1H | Mains |
670
- | SFHG | Germany | 38 | 2019-20 | 730 | 769,247 | kW | 1H | Mains |
671
- | GREEND | Italy, Austria | 7 | 2013-15 | 570 | 489,644 | kWh | 15min, 1H | Circuits |
672
- | iFlex | Norway | 4,429 | 2020-21 | 445 | 13,515,600 | kWh | 1H | Mains |
673
- | Norwegian | Norway | 1,136 | 2020-22 | 546 | 14,913,408 | kWh | 1H | Mains |
674
- | LEC | Portugal | 172 | 2022-23 | 485 | 1,507,699 | kWh | 15min, 1H | Mains |
675
- | ECCC | Portugal | 51 | 2019-20 | 365 | 447,984 | kW | 15min, 1H | Mains |
676
- | ECRG-Residential | Poland | 15 | 2017 | 7 | 2,535 | kW | 15min, 1H | Mains |
677
- | NESEMP | Scotland | 215 | 2010-12 | 720 | 1,575,682 | kW | 15min, 1H | Mains |
678
- | NEST-Residential | Switzerland | 2 | 2019-23 | 1,460 | 34715 | kW | 15min, 1H | Mains |
679
- | DTH | Slovak Republic | 1,000 | 2016-17 | 395 | 9,453,051 | kWh | 15min, 1H | Mains |
680
- | SGSC | Australia | 13,735 | 2011-14 | 880 | 172,277,213 | kWh | 30min, 1H | Mains |
681
- | BTS | Australia | 1 | 2021 | 89 | 443,208 | kW | 15min, 1H | Circuits |
682
- | **Total** | | 75,121 | | 43,852 | 1.2B | | | |
683
 
684
  ## License
685
  EnergyBench dataset is available for download with permissive CC-4.0 license.
 
605
  Below tables shows the summary of the real buildings
606
 
607
  Table 3: Details of real commercial buildings
608
+ | **Dataset** | **Location** | **# Buildings**| **Year** | **# Days** | **# Hourly Obs** | **Unit** | **Resolution** | **Type** | **Metadata** | **Weather Data** |
609
+ |----------------------------------------------------------|----------------|--------------|---------|---------|---------------|------|------------|----------|----------|----------|
610
+ | IBlend | India | 9 | 2013-17 | 1,604 | 296,357 | kW | 15min, 1H | Mains | Building type (Office, Hostels) can be extracted. | NA |
611
+ | CLEMD | Malaysia | 1 | 2023-23 | 34 | 706 | kW | 15min, 1H | Mains | NA | NA |
612
+ | CU-BEMS | Thailand | 1 | 2018-19 | 548 | 1,504,058 | kW | 15min, 1H | Circuits | NA | NA |
613
+ | IPC-Commercial | China | 3 | 2016-21 | 2,191 | 132,519 | kW | 1H | Mains | NA | Available |
614
+ | EWELD | Southern China | 386 | 2016-22 | 2,260 | 13,730,258 | kWh | 15min,1H | Mains | Industry type can be extracted. | NA |
615
+ | SKC | South Korea | 10 | 2019 | 213 | 50,708 | kW | 15min, 1H | Mains | NA | NA |
616
+ | IOT | Sharjah | 1 | 2024 | 171 | 2,163 | kWh | 1H | Circuits | NA | Available |
617
+ | SEWA | UAE | 1 | 2020-21 | 730 | 17,489 | kW | 1H | Mains | NA | Available |
618
+ | PSS | South Africa | 53 | 2022-23 | 364 | 454,774 | kWh | 30min, 1H | Mains | NA | NA |
619
+ | Enernoc | USA | 100 | 2012-13 | 366 | 877,728 | kWh | 15min, 1H | Mains | Given - Industry type, Sub-industry type, Sq-ft, Lat-Long, Timezone and Timezone offset. | NA |
620
+ | DGS | USA | 322 | 2016-18 | 1,064 | 5,333,851 | NA | 15min, 1H | Mains | Given - Status (Active/Deactive), Address, Cost per square foot, Description of Building. | NA |
621
+ | Berkely | USA | 1 | 2018-21 | 1,096 | 126,159 | kW | 15min, 1H | Circuits | Given - Appliance belonging to building wings (North, South). | NA |
622
+ | HB | Phoenix, USA | 1 | 2023 | 364 | 87,600 | kWh | 1H | Circuits | NA | NA |
623
+ | BDG-2 | USA | 1,578 | 2016-17 | 730 | 25,212,579 | kWh | 1H | Mains | Given - Sq-m, Sq-ft, Lat, Long. Building-type, County can be extracted. | NA |
624
+ | ULE | Cambridge | 1 | 2023-24 | 365 | 8,783 | kWh | 1H | Mains | NA | Available |
625
+ | ECRG-Commercial | Poland | 10 | 2,017 | 7 | 1,690 | kW | 15min, 1H | Mains | NA | Available |
626
+ | RKP | Portugal | 3 | 2019 | 98 | 1,319 | kW | 15min, 1H | Mains | NA | NA |
627
+ | UCIE | Portugal | 370 | 2011-15 | 1,461 | 12,974,050 | kWh | 15min, 1H | Mains | NA | NA |
628
+ | NEST-Commercial | Switzerland | 1 | 2019-23 | 1,460 | 34,798 | kW | 15min, 1H | Mains | Given - Description of Building. | NA |
629
+ | UNICON | Australia | 64 | 2018-22 | 1,580 | 2,066,301 | kW | 15min, 1H | Mains | Given category of each building id like: library,teaching,office,sport,mixed use,residence,other and given built year of each building, capicity,grass floor area, room area | Available |
630
+ | **Total** | | 2,916 | | 16,706 | 62M | | | | | |
631
 
632
  Table 4: Details of real residential buildings
633
+ | **Dataset** | **Location** | **# Buildings** | **Year** | **# Days** | **# Hourly Obs** | **Unit** | **Resolution** | **Type** | **Metadata** | **Weather Data** |
634
+ |------------------------------------------------------------------------------|------------------|--------------|---------|---------|---------------|------|------------|----------|----------|----------|
635
+ | Prayas | India | 116 | 2018-20 | 911 | 1,536,409 | kWh | 15min, 1H | Mains | Given - Region, Household type, Deployment type. | NA |
636
+ | CEEW | India | 84 | 2019-21 | 914 | 923,897 | kWh | 15min, 1H | Mains | Region of households can be extracted. | NA |
637
+ | RSL | Sri Lanka | 2,903 | 2023-24 | 449 | 11,372,970 | kW | 15min, 1H | Mains | Given - Demographic data of households. | NA |
638
+ | IPC-Residential | China | 1 | 2016-21 | 2,191 | 45,471 | kW | 1H | Mains | NA | Available |
639
+ | SFAC | China | 1 | 2021-22 | 366 | 115,857 | kWh | 15min, 1H | Circuits | NA | Available |
640
+ | ENERTALK | South Korea | 22 | 2016-17 | 242 | 39,923 | kW | 15min, 1H | Mains | NA | NA |
641
+ | DCB | Japan | 1 | 2002-22 | 7,457 | 187,008 | kW | 1H | Mains | NA | Available |
642
+ | SRSA | South Africa | 1 | 2016-18 | 662 | 13,966 | kWh | 1H | Mains | NA | NA |
643
+ | MIHEC | South Africa | 1 | 2019-21 | 1,013 | 19,358 | kWh | 1H | Mains | NA | Available |
644
+ | AMPD | Canada | 1 | 2012-14 | 730 | 17,520 | kW | 15min, 1H | Mains | NA | NA |
645
+ | RHC | Canada | 1 | 2012-14 | 730 | 17,520 | kWh | 15min, 1H | Mains | NA | Available |
646
+ | HUE | British Columbia | 28 | 2012-20 | 2,910 | 610,949 | kWh | 1H | Mains | Given - Housetype, Facing. | NA |
647
+ | flEECe | USA | 6 | 2017-18 | 259 | 74,492 | kWh | 1H | Mains | Given - Province, Muncipality of Buildings. | NA |
648
+ | MFRED | USA | 26 | 2019-20 | 365 | 227,622 | kW | 15min, 1H | Mains | NA | NA |
649
+ | SMART-Star | USA | 114 | 2014-16 | 867 | 958,998 | kW | 15min, 1H | Mains | NA | Available |
650
+ | Honda SMART Home | USA | 1 | 2020 | 365 | 8,760 | kW | 15min, 1H | Mains | NA | NA |
651
+ | PES | USA, Europe | 10 | 2011-14 | 971 | 13,508 | kWh | 15min, 1H | Mains | NA | NA |
652
+ | ECWM | Mexico | 1 | 2022-24 | 426 | 10,184 | kW | 1H | Mains | NA | Available |
653
+ | WED | Mexico | 5 | 2022-23 | 378 | 45,096 | kWh | 15min, 1H | Mains | NA | Available |
654
+ | REEDD | Costa Rica | 46 | 2018-19 | 384 | 12,058 | kW | 15min, 1H | Circuits | NA | NA |
655
+ | REFIT | UK | 20 | 2013-15 | 661 | 231,970 | kW | 15min, 1H | Circuits | Given - Company of appliances. | NA |
656
+ | METER | UK | 311 | 2016-19 | 1,065 | 8,928 | kW | 30min, 1H | Mains | NA | NA |
657
+ | SAVE | UK | 4,691 | 2016-18 | 904 | 59,918,911 | kWh | 15min, 1H | Mains | NA | NA |
658
+ | HES | UK | 16 | 2010-11 | 455 | 115,824 | kWh | 1H | Mains | NA | NA |
659
+ | NDB | UK | 1 | 2022 | 229 | 3,282 | kW | 15min, 1H | Circuits | NA | NA |
660
+ | LCL | UK | 5,561 | 2011-14 | 828 | 83,925,571 | kWh | 30min, 1H | Mains | NA | NA |
661
+ | UKST | Great Britain | 14,319 | 2008-10 | 996 | 207,579,283 | kWh | 30min, 1H | Mains | NA | NA |
662
+ | IRH | Ireland | 20 | 2020-21 | 366 | 174,398 | kW | 15min, 1H | Mains | NA | Available |
663
+ | DESM | France | 3 | 2020-21 | 365 | 24,018 | kW | 15min, 1H | Mains | NA | Available |
664
+ | IHEPC | Sceaux | 1 | 2006-10 | 1,441 | 34,168 | kW | 15min, 1H | Mains | NA | NA |
665
+ | NEEA | Portland | 410 | 2018-20 | 855 | 2,922,289 | kW | 15min, 1H | Mains | Given - State of buildings. | Available |
666
+ | GoiEner | Spain | 25,559 | 2014-22 | 2,775 | 632,313,933 | kWh | 1H | Mains | NA | NA |
667
+ | Plegma | Greece | 13 | 2022-23 | 446 | 83,452 | kW | 15min, 1H | Mains | Given - Sociodemographic of houses. | Available |
668
+ | DEDDIAG | Germany | 15 | 2016-20 | 1582 | 732,597 | kW | 15min, 1H | Circuits | Given - Descriptions of Appliances (Name, Category). | NA |
669
+ | HSG | Germany | 11 | 2014-19 | 1602 | 220,775 | kWh | 15min, 1H | Mains | NA | NA |
670
+ | SFHG | Germany | 38 | 2019-20 | 730 | 769,247 | kW | 1H | Mains | NA | NA |
671
+ | GREEND | Italy, Austria | 7 | 2013-15 | 570 | 489,644 | kWh | 15min, 1H | Circuits | NA | NA |
672
+ | iFlex | Norway | 4,429 | 2020-21 | 445 | 13,515,600 | kWh | 1H | Mains | NA | Available |
673
+ | Norwegian | Norway | 1,136 | 2020-22 | 546 | 14,913,408 | kWh | 1H | Mains | Given - Region. | |
674
+ | LEC | Portugal | 172 | 2022-23 | 485 | 1,507,699 | kWh | 15min, 1H | Mains | NA | Available |
675
+ | ECCC | Portugal | 51 | 2019-20 | 365 | 447,984 | kW | 15min, 1H | Mains | NA | Available |
676
+ | ECRG-Residential | Poland | 15 | 2017 | 7 | 2,535 | kW | 15min, 1H | Mains | NA | Available |
677
+ | NESEMP | Scotland | 215 | 2010-12 | 720 | 1,575,682 | kW | 15min, 1H | Mains | NA | NA |
678
+ | NEST-Residential | Switzerland | 2 | 2019-23 | 1,460 | 34715 | kW | 15min, 1H | Mains | Given - Description of Buildings. | NA |
679
+ | DTH | Slovak Republic | 1,000 | 2016-17 | 395 | 9,453,051 | kWh | 15min, 1H | Mains | Given - ZIP. | NA |
680
+ | SGSC | Australia | 13,735 | 2011-14 | 880 | 172,277,213 | kWh | 30min, 1H | Mains | Given - Customer type. | NA |
681
+ | BTS | Australia | 1 | 2021 | 89 | 443,208 | kW | 15min, 1H | Circuits | NA | NA |
682
+ | **Total** | | 75,121 | | 43,852 | 1.2B | | | | NA | NA |
683
 
684
  ## License
685
  EnergyBench dataset is available for download with permissive CC-4.0 license.