The invention discloses an electric vehicle photovoltaic shared battery energy regulation and control optimization method and system. The method comprises the steps that the state of an electric vehicle photovoltaic shared battery is collected, and an electric vehicle photovoltaic shared battery energy regulation and control optimization strategy network is constructed; parameters of the electric vehicle photovoltaic shared battery energy regulation and control optimal strategy network are updated through the electric vehicle photovoltaic shared battery energy regulation and control optimal strategy network; according to the method, a reward and punishment function is set in updating the electric vehicle photovoltaic shared battery energy regulation and control optimal strategy network parameters, and the optimal electric vehicle photovoltaic shared battery regulation and control action output can be realized by utilizing the reward and punishment parameters; meanwhile, when the target difference value of the electric vehicle photovoltaic shared battery energy regulation and control optimal strategy network is calculated, the electric vehicle photovoltaic shared battery energy regulation and control optimal strategy network regulation and control scaling factor is adopted to accelerate calculation convergence of the method, and under the action of a complementary error function, the calculation accuracy of the method is improved. The extreme value can be stabilized, and the accuracy of regulation and control action output of the electric vehicle photovoltaic shared battery is improved.
本发明公开了一种电动车光伏共享电池能量调控优化方法及系统包括,采集电动车光伏共享电池状态,构建电动车光伏共享电池能量调控优策略网络;通过电动车光伏共享电池能量调控优策略网络,更新电动车光伏共享电池能量调控优策略网络参数;本发明在更新电动车光伏共享电池能量调控优策略网络参数中设置了奖惩函数,利用该奖惩参数能够实现最优电动车光伏共享电池调控动作输出;同时,计算电动车光伏共享电池能量调控优策略网络目标差值时,采用了电动车光伏共享电池能量调控优策略网络调控缩放因子,以加快本方法的计算收敛,并在互补误差函数的作用下,能稳定其极值提高电动车光伏共享电池调控动作输出的精度。
Energy regulation and control optimization method for photovoltaic shared battery of electric vehicle
一种电动车光伏共享电池能量调控优化方法
2023-12-01
Patent
Electronic Resource
Chinese
IPC: | B60L PROPULSION OF ELECTRICALLY-PROPELLED VEHICLES , Antrieb von elektrisch angetriebenen Fahrzeugen |
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