TY - GEN
T1 - Research on Optimal Scheduling Model of Direct Supply Electric Vehicle Charging Station of Distributed Photovoltaic Power Station
AU - Yan, Linjing
AU - Wang, Nan
AU - Kong, Xiangming
N1 - Publisher Copyright:
© 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.
PY - 2023
Y1 - 2023
N2 - Distributed photovoltaic power generation is an effective way to use renewable energy, direct electric vehicle charging not only alleviates the pressure of the State Grid under the current situation of the popularization of new energy vehicles, but also avoids the energy loss caused by transit, so it has become a real-time energy production and marketing mode. According to the characteristics and laws of distributed photovoltaic power generation, this paper studies the optimal scheduling of direct supply electric vehicles. On the premise of ensuring normal operation, according to the actual operation situation, taking the operation cost of electric vehicle charging station as the objective function, the optimal scheduling mathematical model of electric vehicle charging station directly supplied by distributed photovoltaic power station is established. Combined with the idea of integration, the method and steps of using genetic algorithm to solve real-time adjustment scheduling are designed, the problem of real-time distribution scheme of electric vehicle charging station directly supplied by distributed photovoltaic power station is reasonably solved. This algorithm is simple and easy to implement, and has good scalability. It is suitable for rapid migration and has strong practicability. It provides theoretical basis and technical support for the operation of distributed photovoltaic charging stations in cities.
AB - Distributed photovoltaic power generation is an effective way to use renewable energy, direct electric vehicle charging not only alleviates the pressure of the State Grid under the current situation of the popularization of new energy vehicles, but also avoids the energy loss caused by transit, so it has become a real-time energy production and marketing mode. According to the characteristics and laws of distributed photovoltaic power generation, this paper studies the optimal scheduling of direct supply electric vehicles. On the premise of ensuring normal operation, according to the actual operation situation, taking the operation cost of electric vehicle charging station as the objective function, the optimal scheduling mathematical model of electric vehicle charging station directly supplied by distributed photovoltaic power station is established. Combined with the idea of integration, the method and steps of using genetic algorithm to solve real-time adjustment scheduling are designed, the problem of real-time distribution scheme of electric vehicle charging station directly supplied by distributed photovoltaic power station is reasonably solved. This algorithm is simple and easy to implement, and has good scalability. It is suitable for rapid migration and has strong practicability. It provides theoretical basis and technical support for the operation of distributed photovoltaic charging stations in cities.
KW - Distributed photovoltaic power station
KW - Genetic algorithm
KW - Scheduling model
UR - http://www.scopus.com/pages/publications/85172126548
U2 - 10.1007/978-3-031-28193-8_12
DO - 10.1007/978-3-031-28193-8_12
M3 - Conference contribution
AN - SCOPUS:85172126548
SN - 9783031281921
T3 - Environmental Science and Engineering
SP - 107
EP - 116
BT - Proceedings of 2022 7th International Conference on Environmental Engineering and Sustainable Development (CEESD 2022)
A2 - Huang, Gordon
PB - Springer Science and Business Media Deutschland GmbH
T2 - Proceedings of 2022 7th International Conference on Environmental Engineering and Sustainable Development (CEESD 2022)
Y2 - 28 October 2022 through 30 October 2022
ER -