{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,16]],"date-time":"2026-06-16T22:45:26Z","timestamp":1781649926584,"version":"3.54.5"},"publisher-location":"New York, NY, USA","reference-count":35,"publisher":"ACM","license":[{"start":{"date-parts":[[2025,5,6]],"date-time":"2025-05-06T00:00:00Z","timestamp":1746489600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"DOI":"10.13039\/501100006374","name":"National Science Foundation","doi-asserted-by":"publisher","award":["ECCS-2025152, CNS-2431552"],"award-info":[{"award-number":["ECCS-2025152, CNS-2431552"]}],"id":[{"id":"10.13039\/501100006374","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2025,5,6]]},"DOI":"10.1145\/3716550.3722026","type":"proceedings-article","created":{"date-parts":[[2025,5,7]],"date-time":"2025-05-07T06:20:57Z","timestamp":1746598857000},"page":"1-12","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":1,"title":["eFlx: Energy Flexibility Provisioning for E-taxi Fleets"],"prefix":"10.1145","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-3289-1076","authenticated-orcid":false,"given":"Liangkai","family":"Zhou","sequence":"first","affiliation":[{"name":"Stony Brook University, Stony Brook, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6702-8177","authenticated-orcid":false,"given":"Yue","family":"Zhao","sequence":"additional","affiliation":[{"name":"Stony Brook University, Stony Brook, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2027-7085","authenticated-orcid":false,"given":"Yukun","family":"Yuan","sequence":"additional","affiliation":[{"name":"University of Tennessee at Chattanooga, Chattanooga, TN, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0007-5733-7199","authenticated-orcid":false,"given":"Ce","family":"Xu","sequence":"additional","affiliation":[{"name":"Stony Brook University, Stony Brook, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6362-2972","authenticated-orcid":false,"given":"Shan","family":"Lin","sequence":"additional","affiliation":[{"name":"Stony Brook University, Stony Brook, NY, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2025,5,7]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Experience: Understanding long-term evolving patterns of shared electric vehicle networks,\" in ACM Mobicom'19","author":"Wang G.","year":"2019","unstructured":"G. Wang, X. Chen, F. Zhang, Y. Wang, and D. Zhang, \"Experience: Understanding long-term evolving patterns of shared electric vehicle networks,\" in ACM Mobicom'19, 2019."},{"key":"e_1_3_2_1_2_1","unstructured":"(2018) Tesla vehicles have completed 70amsterdam airport this year. [Online]. Available: https:\/\/electrek.co\/2018\/12\/20\/tesla-taxi-rides-amsterdam-airport\/"},{"key":"e_1_3_2_1_3_1","unstructured":"London gets its first official electric black cab in 120 years. [Online]. Available: https:\/\/www.greencarreports.com\/news\/1125710_london-gets-its-first-official-electric-black-cab-in-120-years"},{"key":"e_1_3_2_1_4_1","volume-title":"Global trends, forecast and competitive analysis 2018-2030","author":"Manufacturing A. M.","year":"2024","unstructured":"A. M. Manufacturing, \"Electric vehicle taxi market report 2024: Global trends, forecast and competitive analysis 2018-2030,\" 2024. [Online]. Available: https:\/\/finance.yahoo.com\/news\/electric-vehicle-taxi-market-report-092800235.html"},{"key":"e_1_3_2_1_5_1","first-page":"04","article-title":"Feasibility analysis of taxi fleet electrification using 4.9 million miles of real-world driving data","author":"Moniot M.","year":"2019","unstructured":"M. Moniot, C. L. Rames, and E. Burrell, \"Feasibility analysis of taxi fleet electrification using 4.9 million miles of real-world driving data,\" National Renewable Energy Lab. (NREL), Golden, CO (United States). Warrendale, PA: SAE International, 04 2019. [Online]. Available: https:\/\/www.osti.gov\/biblio\/1526198","journal-title":"National Renewable Energy Lab. (NREL), Golden, CO (United States). Warrendale, PA: SAE International"},{"key":"e_1_3_2_1_6_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.energy.2016.03.031"},{"key":"e_1_3_2_1_7_1","first-page":"1","volume-title":"Towards safe model-free building energy management using masked reinforcement learning,\" in 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE)","author":"Kumar S. R.","year":"2023","unstructured":"S. R. Kumar, R. Rigo-Mariani, B. Delinchant, and A. Easwaran, \"Towards safe model-free building energy management using masked reinforcement learning,\" in 2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), 2023, pp. 1--5."},{"key":"e_1_3_2_1_8_1","unstructured":"Retail electricity consumer opportunities for demand response in pjm's wholesale markets. [Online]. Available: https:\/\/nj.gov\/bpu\/pdf\/publicnotice\/stakeholder\/20180205\/PJM%20Flyer%20on%20DR%20Distributed%20to%20BPU%20Stakeholders%202%205%2018%20%20end-use-customer-fact-sheet.pdf"},{"key":"e_1_3_2_1_9_1","volume-title":"A survey on power system blackout and cascading events: Research motivations and challenges,\" Energies","author":"Alhelou H. Haes","year":"2019","unstructured":"H. Haes Alhelou, M. E. Hamedani-Golshan, T. C. Njenda, and P. Siano, \"A survey on power system blackout and cascading events: Research motivations and challenges,\" Energies, vol. 12, 2019."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"crossref","unstructured":"H. Aalami G. R. Yousefi and M. Parsa Moghadam \"Demand response model considering edrp and tou programs \" in 2008 IEEE\/PES Transmission and Distribution Conference and Exposition 2008.","DOI":"10.1109\/TDC.2008.4517059"},{"key":"e_1_3_2_1_11_1","unstructured":"NYISO. (2024) Demand response providing ancillary services with direct-to-nyiso connectivity. [Online]. Available: https:\/\/www.nyserda.ny.gov\/-\/media\/Project\/Nyserda\/Files\/Publications\/Research\/Electic-Power-Delivery\/Demand-Response-Providing-Ancillary-Services.pdf"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.epsr.2021.107022"},{"key":"e_1_3_2_1_13_1","volume-title":"p2charging: Proactive partial charging for electric taxi systems,\" in IEEE ICDCS'19","author":"Yuan Y.","year":"2019","unstructured":"Y. Yuan, D. Zhang, F. Miao, J. Chen, T. He, and S. Lin, \"p2charging: Proactive partial charging for electric taxi systems,\" in IEEE ICDCS'19, 2019."},{"key":"e_1_3_2_1_14_1","volume-title":"Data-driven distributionally robust electric vehicle balancing for autonomous mobility-on-demand systems under demand and supply uncertainties,\" IEEE TITS","author":"He S.","year":"2023","unstructured":"S. He, Z. Zhang, S. Han, L. Pepin, G. Wang, D. Zhang, J. A. Stankovic, and F. Miao, \"Data-driven distributionally robust electric vehicle balancing for autonomous mobility-on-demand systems under demand and supply uncertainties,\" IEEE TITS, 2023."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1016\/0305-0548(82)90007-7"},{"key":"e_1_3_2_1_16_1","volume-title":"Con edison - power new york city and westchester. [Online]. Available: https:\/\/www.coned.com\/en","author":"Company C. E.","year":"2020","unstructured":"C. E. Company. (2020) Con edison - power new york city and westchester. [Online]. Available: https:\/\/www.coned.com\/en"},{"key":"e_1_3_2_1_17_1","unstructured":"N. Y. State. (2024) Electric vehicle station locator. [Online]. Available: https:\/\/www.nyserda.ny.gov\/All-Programs\/Drive-Clean-Rebate-For-Electric-Cars-Program\/Charging-Options\/Electric-Vehicle-Station-Locator#\/find\/nearest"},{"key":"e_1_3_2_1_18_1","volume-title":"Tlc trip record data. [Online]. Available: https:\/\/www.nyc.gov\/site\/tlc\/about\/tlc-trip-record-data.page","author":"N. Taxi and L. Commission","year":"2024","unstructured":"N. Taxi and L. Commission. (2024) Tlc trip record data. [Online]. Available: https:\/\/www.nyc.gov\/site\/tlc\/about\/tlc-trip-record-data.page"},{"key":"e_1_3_2_1_19_1","volume-title":"Emergency demand response program manual. [Online]. Available: https:\/\/www.nyiso.com\/documents\/20142\/2923301\/edrp-mnl.pdf\/8f34b039-de10-1726-bce4-0e02d8732a03","author":"NYISO.","year":"2024","unstructured":"NYISO. (2024) Emergency demand response program manual. [Online]. Available: https:\/\/www.nyiso.com\/documents\/20142\/2923301\/edrp-mnl.pdf\/8f34b039-de10-1726-bce4-0e02d8732a03"},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2020.3015542"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00779-020-01426-y"},{"key":"e_1_3_2_1_22_1","volume-title":"Fleet rebalancing for expanding shared e-mobility systems: A multi-agent deep reinforcement learning approach,\" IEEE TITS","author":"Luo M.","year":"2023","unstructured":"M. Luo, B. Du, W. Zhang, T. Song, K. Li, H. Zhu, M. Birkin, and H. Wen, \"Fleet rebalancing for expanding shared e-mobility systems: A multi-agent deep reinforcement learning approach,\" IEEE TITS, 2023."},{"key":"e_1_3_2_1_23_1","first-page":"2392","article-title":"Joint rebalancing and charging for shared electric micromobility vehicles with energy-informed demand","author":"Tan H.","year":"2023","unstructured":"H. Tan, Y. Yuan, S. Zhong, and Y. Yang, \"Joint rebalancing and charging for shared electric micromobility vehicles with energy-informed demand,\" in ACM CIKM, 2023, pp. 2392--2401.","journal-title":"ACM CIKM"},{"key":"e_1_3_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.4271\/2024-01-2880"},{"key":"e_1_3_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1002\/2050-7038.12160"},{"key":"e_1_3_2_1_26_1","volume-title":"Optimal pricing to manage electric vehicles in coupled power and transportation networks,\" IEEE TCNS","author":"Alizadeh M.","year":"2016","unstructured":"M. Alizadeh, H.-T. Wai, M. Chowdhury, A. Goldsmith, A. Scaglione, and T. Javidi, \"Optimal pricing to manage electric vehicles in coupled power and transportation networks,\" IEEE TCNS, 2016."},{"key":"e_1_3_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/3538637.3538870"},{"key":"e_1_3_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.trb.2024.102928"},{"key":"e_1_3_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.egyr.2019.11.048"},{"key":"e_1_3_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1080\/14786451.2017.1357554"},{"key":"e_1_3_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2011.2177280"},{"key":"e_1_3_2_1_32_1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2637879"},{"key":"e_1_3_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRS.2015.2402518"},{"key":"e_1_3_2_1_34_1","volume-title":"Demand response and flexible management to improve microgrids energy efficiency with a high share of renewable resources,\" Sustainable Energy Technologies and Assessments","author":"Hakimi S. M.","year":"2020","unstructured":"S. M. Hakimi, A. Hajizadeh, M. Shafie-khah, and J. P. Catal\u00e3o, \"Demand response and flexible management to improve microgrids energy efficiency with a high share of renewable resources,\" Sustainable Energy Technologies and Assessments, 2020."},{"key":"e_1_3_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.apenergy.2018.08.065"}],"event":{"name":"ICCPS '25: ACM\/IEEE 16th International Conference on Cyber-Physical Systems","location":"Irvine CA USA","acronym":"ICCPS '25","sponsor":["SIGBED ACM Special Interest Group on Embedded Systems"]},"container-title":["Proceedings of the ACM\/IEEE 16th International Conference on Cyber-Physical Systems (with CPS-IoT Week 2025)"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3716550.3722026","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3716550.3722026","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,9,4]],"date-time":"2025-09-04T14:01:17Z","timestamp":1756994477000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3716550.3722026"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5,6]]},"references-count":35,"alternative-id":["10.1145\/3716550.3722026","10.1145\/3716550"],"URL":"https:\/\/doi.org\/10.1145\/3716550.3722026","relation":{},"subject":[],"published":{"date-parts":[[2025,5,6]]},"assertion":[{"value":"2025-05-07","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}