Optimal Charging Strategies for Unidirectional Vehicle-to-Grid
Abstract
Vehicle-to-grid (V2G) has been proposed as a way to increase the adoption rate of electric vehicles (EVs). Unidirectional V2G is especially attractive because it requires little if any additional infrastructure other than communication between the EV and an aggregator. The aggregator in turn combines the capacity of many EVs to bid into energy markets. In this work an algorithm for unidirectional regulation is developed for use by an aggregator. Several smart charging algorithms are used to set the point about which the rate of charge varies while performing regulation. An aggregator profit maximization algorithm is formulated with optional system load and price constraints analogous to the smart charging algorithms. Simulations on a hypothetical group of 10 000 commuter EVs in the Pacific Northwest verify that the optimal algorithms increase aggregator profits while reducing system load impacts and customer costs.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Most utility goals may be met by unidirectional chargers while avoiding performance, cost, and safety issues.
“Most utility goals may be met by unidirectional chargers while avoiding performance, cost, and safety issues [41,42].”
From On-Board Chargers for Electric Vehicles: A Comprehensive Performance and Efficiency Review (2024) · cites this paper as [42]
Cites
Vehicle-to-grid power fundamentals: Calculating capacity and net revenue
Kempton, W., & Tomić, J. (2005) · Journal of Power Sources · doi:10.1016/j.jpowsour.2004.12.025 · Cited by 2,323 · see citing works
Kempton, W., & Tomić, J. (2005) · Journal of Power Sources · doi:10.1016/j.jpowsour.2004.12.022 · Cited by 2,126 · see citing works
Development of an Optimal Vehicle-to-Grid Aggregator for Frequency Regulation
Han, S., Han, S., & Sezaki, K. (2010) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2010.2045163 · Cited by 1,092 · see citing works
Using fleets of electric-drive vehicles for grid support
Tomić, J., & Kempton, W. (2007) · Journal of Power Sources · doi:10.1016/j.jpowsour.2007.03.010 · Cited by 1,018 · see citing works
A conceptual framework for the vehicle-to-grid (V2G) implementation
Guille, C., & Gross, G. (2009) · Energy Policy · doi:10.1016/j.enpol.2009.05.053 · Cited by 934 · see citing works
Peterson, S., Apt, J., & Whitacre, J. F. (2009) · Journal of Power Sources · doi:10.1016/j.jpowsour.2009.10.010 · Cited by 813 · see citing works
Sovacool, B. K., & Hirsh, R. F. (2009) · Energy Policy · doi:10.1016/j.enpol.2008.10.005 · Cited by 630 · see citing works
Potential Impacts of Plug-in Hybrid Electric Vehicles on Regional Power Generation
Hadley, S. W., & Tsvetkova, A. (2009) · The Electricity Journal · doi:10.1016/j.tej.2009.10.011 · Cited by 555 · see citing works
Microgrid Protection Using Communication-Assisted Digital Relays
Sortomme, E., Venkata, S. S., & Mitra, J. (2009) · IEEE Transactions on Power Delivery · doi:10.1109/tpwrd.2009.2035810 · Cited by 538 · see citing works
Self-citationThe economics of using plug-in hybrid electric vehicle battery packs for grid storage
Peterson, S., Whitacre, J. F., & Apt, J. (2009) · Journal of Power Sources · doi:10.1016/j.jpowsour.2009.09.070 · Cited by 503 · see citing works
Brooks, A. N., Lu, E., Reicher, D. W., Spirakis, C., & Weihl, B. (2010) · IEEE Power and Energy Magazine · doi:10.1109/mpe.2010.936349 · Cited by 431 · see citing works
Short-Term Load Forecasting Based on an Adaptive Hybrid Method
Fan, S., & Chen, L. ‐. A. (2006) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2005.860944 · Cited by 406 · see citing works
Day-Ahead Price Forecasting of Electricity Markets by a New Fuzzy Neural Network
Amjady, N. (2006) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2006.873409 · Cited by 374 · see citing works
Quinn, C. W., Zimmerle, D. J., & Bradley, T. H. (2009) · Journal of Power Sources · doi:10.1016/j.jpowsour.2009.08.075 · Cited by 292 · see citing works
Brooks, A. N. (2002) · Cited by 211 · see citing works
Communication and control of electric drive vehicles supporting renewables
Markel, T., Kuss, M., & Denholm, P. L. (2009) · IEEE Vehicle Power and Propulsion Conference (VPPC) · doi:10.1109/vppc.2009.5289874 · Cited by 127 · see citing works
The future impact of wind on BPA power system ancillary services
Makarov, Y. V., Lu, S., McManus, B., & Pease, J. H. (2008) · IEEE PES Transmission and Distribution Conference and Exhibition · doi:10.1109/tdc.2008.4517101 · Cited by 31 · see citing works
Flagged first, then by citations
1 of the 18 references couldn’t be matched to a known paper.
Cited by
Sorted by citations
Yilmaz, M., & Krein, P. T. (2013) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2012.2212917 · Cited by 3,118 · see citing works
Mwasilu, F., Justo, J. J., Kim, E.-K., Do, T. D., & Jung, J.-W. (2014) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2014.03.031 · Cited by 1,162 · see citing works
Deilami, S., Masoum, A. S., Moses, P., & Masoum, M. A. S. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2159816 · Cited by 1,149 · see citing works
Das, H. S., Rahman, M. M., Li, S., & Tan, C. W. (2020) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2019.109618 · Cited by 1,140 · see citing works
A review on the state-of-the-art technologies of electric vehicle, its impacts and prospects
Yong, J. Y., Ramachandaramurthy, V. K., Tan, K. M., & Mithulananthan, N. (2015) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2015.04.130 · Cited by 1,104 · see citing works
Review of the Impact of Vehicle-to-Grid Technologies on Distribution Systems and Utility Interfaces
Yilmaz, M., & Krein, P. T. (2013) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2012.2227500 · Cited by 1,024 · see citing works
Saad, W., Han, Z., Poor, H. V., & Başar, T. (2012) · IEEE Signal Processing Magazine · doi:10.1109/msp.2012.2186410 · Cited by 975 · see citing works
A Survey on Demand Response Programs in Smart Grids: Pricing Methods and Optimization Algorithms
Vardakas, J. S., Zorba, N., & Verikoukis, C. V. (2014) · IEEE Communications Surveys & Tutorials · doi:10.1109/comst.2014.2341586 · Cited by 951 · see citing works
Tan, K. M., Ramachandaramurthy, V. K., & Yong, J. Y. (2015) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2015.09.012 · Cited by 882 · see citing works
Optimal Scheduling for Charging and Discharging of Electric Vehicles
He, Y., Venkatesh, B., & Guan, L. (2012) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2173507 · Cited by 833 · see citing works
Un-Noor, F., Padmanaban, S., Mihet‐Popa, L., Mollah, M. N., & Hossain, E. (2017) · Energies · doi:10.3390/en10081217 · Cited by 826 · see citing works
A Survey on the Electrification of Transportation in a Smart Grid Environment
Su, W., Rahimi-Eichi, H., Zeng, W., & Chow, M. (2011) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2011.2172454 · Cited by 812 · see citing works
Optimal Scheduling of Vehicle-to-Grid Energy and Ancillary Services
Sortomme, E., & El-Sharkawi, M. A. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2164099 · Cited by 703 · see citing works
Self-citationOptimal Charging of Electric Vehicles in Low-Voltage Distribution Systems
Richardson, P., Flynn, D., & Keane, A. (2012) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2011.2158247 · Cited by 566 · see citing works
“The ability to vary the charge rate of individual EVs in a continuous manner has been studied for use in optimal charging strategies previously [14], [16], [17].”
BackgroundEnhancing smart grid with microgrids: Challenges and opportunities
Yoldaş, Y., Önen, A., Muyeen, S. M., Vasilakos, A. V., & Alan, İ. (2017) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2017.01.064 · Cited by 550 · see citing works
Mastoi, M. S., Zhuang, S., Munir, H. M., Haris, M., Hassan, M., Usman, M., Bukhari, S. S. H., & Ro, J.-S. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.09.011 · Cited by 523 · see citing works
Plug-in electric vehicles in electric distribution networks: A review of smart charging approaches
García-Villalobos, J., Zamora, I., San Martín, J. I., Asensio, F. J., & Aperribay, V. (2014) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2014.07.040 · Cited by 497 · see citing works
Decentralized Vehicle-to-Grid Control for Primary Frequency Regulation Considering Charging Demands
Liu, H., Hu, Z., Song, Y., & Lin, J. Y. (2013) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2013.2252029 · Cited by 485 · see citing works
Optimal Bidding Strategy for Electric Vehicle Aggregators in Electricity Markets
Vagropoulos, S. I., & Bakirtzis, A. G. (2013) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2013.2274673 · Cited by 455 · see citing works
Dominguez-Navarro, J. A., Dufo‐López, R., Yusta, J. M., Sevil, J. S. A., & Bernal-Agustín, J. L. (2018) · International Journal of Electrical Power & Energy Systems · doi:10.1016/j.ijepes.2018.08.001 · Cited by 455 · see citing works
A Review of Charge Scheduling of Electric Vehicles in Smart Grid
Mukherjee, J. C., & Gupta, A. (2014) · IEEE Systems Journal · doi:10.1109/jsyst.2014.2356559 · Cited by 405 · see citing works
Distribution Locational Marginal Pricing for Optimal Electric Vehicle Charging Management
Li, R., Wu, Q., & Oren, S. S. (2014) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2013.2278952 · Cited by 395 · see citing works
A Distributed Demand Response Algorithm and Its Application to PHEV Charging in Smart Grids
Fan, Z. (2012) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2012.2185075 · Cited by 390 · see citing works
Vehicle-to-Aggregator Interaction Game
Wu, C., Mohsenian‐Rad, H., & Huang, J. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2166414 · Cited by 388 · see citing works
Zhang, L., Sun, C., Cai, G., & Koh, L. H. (2023) · eTransportation · doi:10.1016/j.etran.2023.100262 · Cited by 380 · see citing works
Khalid, M. R., Khan, I., Hameed, S., Asghar, M. S. J., & Ro, J. (2021) · IEEE Access · doi:10.1109/access.2021.3112189 · Cited by 370 · see citing works
Blockchain for Internet of Energy management: Review, solutions, and challenges
Miglani, A., Kumar, N., Chamola, V., & Zeadally, S. (2020) · Computer Communications · doi:10.1016/j.comcom.2020.01.014 · Cited by 346 · see citing works
A survey on electric vehicle transportation within smart grid system
Shaukat, N., Khan, M. B., Ali, S. M., Mehmood, C. A., Khan, J. A., Farid, U., Majid, M., Anwar, S. M., Jawad, M., & Ullah, Z. (2017) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2017.05.092 · Cited by 337 · see citing works
Kesler, M., Kisacikoglu, M. C., & Tolbert, L. M. (2014) · IEEE Transactions on Industrial Electronics · doi:10.1109/tie.2014.2314065 · Cited by 332 · see citing works
Ortega‐Vazquez, M. A. (2014) · IET Generation Transmission & Distribution · doi:10.1049/iet-gtd.2013.0624 · Cited by 327 · see citing works
Tavakoli, A., Saha, S., Arif, M. T., Haque, M. E., Mendis, N., & Oo, A. M. T. (2020) · IET Energy Systems Integration · doi:10.1049/iet-esi.2019.0047 · Cited by 326 · see citing works
Utilization of Electric Vehicles for Vehicle-to-Grid Services: Progress and Perspectives
Ravi, S. S., & Aziz, M. (2022) · Energies · doi:10.3390/en15020589 · Cited by 325 · see citing works
Electric Vehicle-to-Grid (V2G) Technologies: Impact on the Power Grid and Battery
Mojumder, M. R. H., Ahmed Antara, F., Hasanuzzaman, M., Alamri, B., & Alsharef, M. (2022) · Sustainability · doi:10.3390/su142113856 · Cited by 306 · see citing works
A Real-Time Charging Scheme for Demand Response in Electric Vehicle Parking Station
Yao, L., Lim, W. H., & Tsai, T. S. (2016) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2016.2582749 · Cited by 303 · see citing works
EV/PHEV Bidirectional Charger Assessment for V2G Reactive Power Operation
Kisacikoglu, M. C., Ozpineci, B., & Tolbert, L. M. (2013) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2013.2251007 · Cited by 291 · see citing works
Optimizing Electric Vehicle Charging: A Customer's Perspective
Jin, C., Tang, J., & Ghosh, P. (2013) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2013.2251023 · Cited by 285 · see citing works
Román, T. G. S., Momber, I., Rivier, M., & Miralles, Á. S. (2011) · Energy Policy · doi:10.1016/j.enpol.2011.07.037 · Cited by 276 · see citing works
Review of recent trends in charging infrastructure planning for electric vehicles
Deb, S., Tammi, K., Kalita, K., & Mahanta, P. (2018) · Wiley Interdisciplinary Reviews Energy and Environment · doi:10.1002/wene.306 · Cited by 275 · see citing works
Electric vehicles charging using photovoltaic: Status and technological review
Bhatti, A. R., Salam, Z., Aziz, M. J. A., Yee, K. P., & Ashique, R. H. (2015) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2015.09.091 · Cited by 273 · see citing works
Stochastic Dynamic Pricing for EV Charging Stations With Renewable Integration and Energy Storage
Luo, C., Huang, Y.-F., & Gupta, V. (2017) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2017.2696493 · Cited by 273 · see citing works
Measurement of power loss during electric vehicle charging and discharging
Apostolaki-Iosifidou, E., Codani, P., & Kempton, W. (2017) · Energy · doi:10.1016/j.energy.2017.03.015 · Cited by 272 · see citing works
Optimizing Electric Vehicle Charging With Energy Storage in the Electricity Market
Jin, C., Tang, J., & Ghosh, P. (2013) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2012.2218834 · Cited by 270 · see citing works
Zheng, Y., Niu, S., Shang, Y., Shao, Z., & Jian, L. (2019) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2019.05.059 · Cited by 268 · see citing works
Richardson, P., Flynn, D., & Keane, A. (2012) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2012.2185523 · Cited by 261 · see citing works
Dynamic Control and Optimization of Distributed Energy Resources in a Microgrid
Wang, T., O’Neill, D., & Kamath, H. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2430286 · Cited by 256 · see citing works
A practical battery wear model for electric vehicle charging applications
Han, S., Han, S., & Aki, H. (2013) · Applied Energy · doi:10.1016/j.apenergy.2013.08.062 · Cited by 254 · see citing works
Coordinated Energy Dispatching in Microgrid With Wind Power Generation and Plug-in Electric Vehicles
Wu, T., Yang, Q., Bao, Z., & Yan, W. (2013) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2013.2268870 · Cited by 253 · see citing works
Ortega‐Vazquez, M. A., Bouffard, F., & Silva, V. (2012) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2012.2221750 · Cited by 253 · see citing works
The Sharing Economy for the Electricity Storage
Kalathil, D. M., Wu, C., Poolla, K. R., & Varaiya, P. P. (2017) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2017.2748519 · Cited by 251 · see citing works
Estimating the Impact of Electric Vehicle Smart Charging on Distribution Transformer Aging
Hilshey, A. D., Hines, P., Rezaei, P., & Dowds, J. R. (2012) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2012.2217385 · Cited by 243 · see citing works
Charging Infrastructure and Grid Integration for Electromobility
Rivera, S., Goetz, S. M., Kouro, S., Lehn, P. W., Pathmanathan, M., Bauer, P., & Mastromauro, R. A. (2023) · Proceedings of the IEEE · doi:10.1109/jproc.2022.3216362 · Cited by 233 · see citing works
A Smart Parking Lot Management System for Scheduling the Recharging of Electric Vehicles
Kuran, M. Ş., Viana, A. C., Iannone, L., Kofman, D., Mermoud, G., & Vasseur, J.-P. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2403287 · Cited by 232 · see citing works
Lunz, B., Yan, Z., Gerschler, J. B., & Sauer, D. U. (2012) · Energy Policy · doi:10.1016/j.enpol.2012.04.017 · Cited by 230 · see citing works
Honarmand, M., Zakariazadeh, A., & Jadid, S. (2013) · Energy · doi:10.1016/j.energy.2013.11.045 · Cited by 227 · see citing works
Wu, H., Shahidehpour, M., Alabdulwahab, A., & Abusorrah, A. M. (2015) · IEEE Transactions on Sustainable Energy · doi:10.1109/tste.2015.2498200 · Cited by 227 · see citing works
Demand Response in Smart Distribution System With Multiple Microgrids
Nunna, H. S. V. S. K., & Doolla, S. (2012) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2012.2208658 · Cited by 222 · see citing works
Optimal Combined Bidding of Vehicle-to-Grid Ancillary Services
Sortomme, E., & El-Sharkawi, M. A. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2170099 · Cited by 219 · see citing works
Self-citationIntelligent Energy Resource Management Considering Vehicle-to-Grid: A Simulated Annealing Approach
Sousa, T. M., Morais, H. G. V., Vale, Z., Faria, P., & Soares, J. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2165303 · Cited by 218 · see citing works
Charging Schemes for Plug-In Hybrid Electric Vehicles in Smart Grid: A Survey
Kong, P., & Karagiannidis, G. K. (2016) · IEEE Access · doi:10.1109/access.2016.2614689 · Cited by 217 · see citing works
Amjad, M., Ahmad, A., Rehmani, M. H., & Umer, T. (2018) · Transportation Research Part D Transport and Environment · doi:10.1016/j.trd.2018.03.006 · Cited by 209 · see citing works
Optimal decentralized charging control algorithm for electrified vehicles connected to smart grid
Ahn, C., Li, C.-T., & Peng, H. (2011) · Journal of Power Sources · doi:10.1016/j.jpowsour.2011.06.093 · Cited by 206 · see citing works
Aliasghari, P., Mohammadi‐Ivatloo, B., Alipour, M., Abapour, M., & Zare, K. (2018) · Journal of Cleaner Production · doi:10.1016/j.jclepro.2018.03.058 · Cited by 203 · see citing works
Singh, A. R., Vishnuram, P., Alagarsamy, S., Bajaj, M., Blažek, V., Damaj, I., Rathore, R. S., Al‐Wesabi, F. N., & Othman, K. M. (2024) · Alexandria Engineering Journal · doi:10.1016/j.aej.2024.06.093 · Cited by 201 · see citing works
Stochastic Modeling and Optimization in a Microgrid: A Survey
Liang, H., & Zhuang, W. (2014) · Energies · doi:10.3390/en7042027 · Cited by 198 · see citing works
Review of charging power levels and infrastructure for plug-in electric and hybrid vehicles
Yılmaz, M., & Krein, P. T. (2012) · IEEE International Electric Vehicle Conference · doi:10.1109/ievc.2012.6183208 · Cited by 197 · see citing works
Optimal Management strategies to solve issues of grid having Electric Vehicles (EV): A review
Hussain, M. T., Sulaiman, N., Hussain, M. S., & Jabir, M. (2020) · Journal of Energy Storage · doi:10.1016/j.est.2020.102114 · Cited by 197 · see citing works
Mohanty, S., Panda, S., Parida, S. M., Rout, P. K., Sahu, B. K., Bajaj, M., Zawbaa, H. M., Kumar, N. M., & Kamel, S. M. (2022) · Energy Reports · doi:10.1016/j.egyr.2022.09.023 · Cited by 195 · see citing works
Coordinating Vehicle-to-Grid Services With Energy Trading
Al-Awami, A. T., & Sortomme, E. (2011) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2011.2167992 · Cited by 193 · see citing works
Self-citationAlipour, M., Mohammadi‐Ivatloo, B., Moradi-Dalvand, M., & Zare, K. (2016) · Energy · doi:10.1016/j.energy.2016.10.141 · Cited by 187 · see citing works
Luo, Y., Zhu, Τ., Wan, S., Zhang, S., & Li, K. (2016) · Energy · doi:10.1016/j.energy.2015.12.140 · Cited by 186 · see citing works
Jian, L., Zheng, Y., & Shao, Z. (2016) · Applied Energy · doi:10.1016/j.apenergy.2016.10.117 · Cited by 178 · see citing works
An Electrolytic Capacitorless Bidirectional EV Charger for V2G and V2H Applications
Kwon, M., & Choi, S. (2017) · IEEE Transactions on Power Electronics · doi:10.1109/tpel.2016.2630711 · Cited by 177 · see citing works
Battistelli, C., Baringo, L., & Conejo, A. J. (2012) · Electric Power Systems Research · doi:10.1016/j.epsr.2012.06.002 · Cited by 176 · see citing works
Rahbari‐Asr, N., & Chow, M. (2014) · IEEE Transactions on Industrial Informatics · doi:10.1109/tii.2014.2304412 · Cited by 175 · see citing works
Coordinated bidding of ancillary services for vehicle-to-grid using fuzzy optimization
Ansari, M. A., Al-Awami, A. T., Sortomme, E., & Abido, M. A. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2014.2341625 · Cited by 172 · see citing works
Self-citationIntegrated Energy Exchange Scheduling for Multimicrogrid System With Electric Vehicles
Wang, D., Guan, X., Wu, J., Li, P., Zan, P., & Xu, H. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2438852 · Cited by 172 · see citing works
Optimized Electric Vehicle Charging With Intermittent Renewable Energy Sources
Jin, C., Sheng, X., & Ghosh, P. (2014) · IEEE Journal of Selected Topics in Signal Processing · doi:10.1109/jstsp.2014.2336624 · Cited by 172 · see citing works
Asaad, M., Zamora, R., & Lie, T. T. (2020) · Energies · doi:10.3390/en13174541 · Cited by 172 · see citing works
Vatandoust, B., Ahmadian, A., Golkar, M. A., Elkamel, A., Almansoori, A. S., & Ghaljehei, M. (2018) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2018.2888942 · Cited by 169 · see citing works
Grid Integration of Electric Vehicles for Economic Benefits: A Review
Patil, H., & Kalkhambkar, V. (2021) · Journal of Modern Power Systems and Clean Energy · doi:10.35833/mpce.2019.000326 · Cited by 169 · see citing works
Understanding user acceptance factors of electric vehicle smart charging
Will, C., & Schuller, A. (2016) · Transportation Research Part C Emerging Technologies · doi:10.1016/j.trc.2016.07.006 · Cited by 168 · see citing works
Electric Vehicle Charging Stations With Renewable Power Generators: A Game Theoretical Analysis
Lee, W., Xiang, L., Schober, R., & Wong, V. W. S. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2014.2374592 · Cited by 167 · see citing works
The use of parking lots to solar-charge electric vehicles
Nunes, P., Figueiredo, R., & Brito, M. C. (2016) · Renewable and Sustainable Energy Reviews · doi:10.1016/j.rser.2016.08.015 · Cited by 166 · see citing works
Kim, B., Ren, S., van der Schaar, M., & Lee, J.-W. (2013) · IEEE Journal on Selected Areas in Communications · doi:10.1109/jsac.2013.130706 · Cited by 164 · see citing works
Franco, J. F., Rider, M. J., & Romero, R. A. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2394489 · Cited by 162 · see citing works
Fair Design of Plug-in Electric Vehicles Aggregator for V2G Regulation
Escudero-Garzas, J. J., Armada, A. G., & Seco‐Granados, G. (2012) · IEEE Transactions on Vehicular Technology · doi:10.1109/tvt.2012.2212218 · Cited by 160 · see citing works
Intelligent energy resource management considering vehicle-to-grid: A Simulated Annealing approach
Sousa, T. M., Morais, H. G. V., Vale, Z., Faria, P., & Soares, J. (2012) · IEEE Power Engineering Society General Meeting · doi:10.1109/pesgm.2012.6344637 · Cited by 160 · see citing works
Adaptive Electric Vehicle Charging Coordination on Distribution Network
Hua, L., Wang, J., & Zhou, C. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2014.2336623 · Cited by 158 · see citing works
Luo, Z., Hu, Z., Song, Y., Xu, Z., & Lu, H. (2013) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2013.2262318 · Cited by 156 · see citing works
Robust Frequency Regulation Capacity Scheduling Algorithm for Electric Vehicles
Yao, E., Wong, V. W. S., & Schober, R. (2016) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2016.2530660 · Cited by 154 · see citing works
Luo, L., Wu, Z. S., Gu, W., Huang, H., Gao, S., & Han, J. H. (2019) · Energy · doi:10.1016/j.energy.2019.116631 · Cited by 147 · see citing works
Real-Time Charging Management Framework for Electric Vehicle Aggregators in a Market Environment
Vagropoulos, S. I., Kyriazidis, D. K., & Bakirtzis, A. G. (2015) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2015.2421299 · Cited by 146 · see citing works
Stochastic Optimization of Grid to Vehicle Frequency Regulation Capacity Bids
Donadee, J., & Ilić, M. (2014) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2013.2290971 · Cited by 145 · see citing works
Optimal Cooperative Charging Strategy for a Smart Charging Station of Electric Vehicles
You, P., Yang, Z., Chow, M., & Sun, Y. (2015) · IEEE Transactions on Power Systems · doi:10.1109/tpwrs.2015.2477372 · Cited by 140 · see citing works
DeForest, N., MacDonald, J., & Black, D. R. (2017) · Applied Energy · doi:10.1016/j.apenergy.2017.07.069 · Cited by 136 · see citing works
Habib, S., Khan, M. M., Abbas, F., & Tang, H. (2018) · International Journal of Energy Research · doi:10.1002/er.4033 · Cited by 135 · see citing works
Electrified Vehicles and the Smart Grid: The ITS Perspective
Cheng, X., Hu, X., Yang, L., Husain, I., Inoue, K., Krein, P. T., Lefevre, R. J., Li, Y., Nishi, H., Taiber, J. G., et al. (2014) · IEEE Transactions on Intelligent Transportation Systems · doi:10.1109/tits.2014.2332472 · Cited by 134 · see citing works
Haidar, A. M. A., Muttaqi, K. M., & Sutanto, D. (2014) · Energy Conversion and Management · doi:10.1016/j.enconman.2014.06.025 · Cited by 133 · see citing works
Aggregation Model-Based Optimization for Electric Vehicle Charging Strategy
Zheng, J., Wang, X., Men, K., Zhu, C., & Zhu, S. (2013) · IEEE Transactions on Smart Grid · doi:10.1109/tsg.2013.2242207 · Cited by 133 · see citing works
Self Scheduling of Plug-In Electric Vehicle Aggregator to Provide Balancing Services for Wind Power
Vayá, M. G., & Andersson, G. (2015) · IEEE Transactions on Sustainable Energy · doi:10.1109/tste.2015.2498521 · Cited by 131 · see citing works
- Authors
- Sortomme, E., & El-Sharkawi, M. A.
- Affiliations
- University of Washington (US)
- Venue
- IEEE Transactions on Smart Grid
- Published
- 2011-03
- Volume
- 2
- Issue
- 1
- Pages
- 131-138
- ISSN
- 1949-3053 (ISSN-L)
- 1949-3061
- OpenAlex
- W2161666560
- Cited by
- 782
- References
- 18
- Citations by year
- 2026: 61 · 2025: 23 · 2024: 28 · 2023: 32 · 2022: 38 · 2021: 44 · 2020: 47 · 2019: 49 · 2018: 69 · 2017: 51 · 2016: 62 · 2015: 73 · 2014: 81 · 2013: 55 · 2012: 48
- FWCI
- 31.19
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Smart Grid (publishedVersion)
- Topics
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Vehicles and Infrastructure
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Smart Grid Energy Management
- Physical Sciences › Engineering › Electrical and Electronic Engineering › Electric Power System Optimization
- Keywords
- vehicle-to-grid, electric vehicles, smart charging, energy regulation, load shaping, price constraints, customer cost
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review