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基于云计算的神经网络在电动汽车充电站调度中的应用 被引量:6

Application of Cloud Computing Based Neural network in Electric Vehicle Charging Station Dispatching
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摘要 电动汽车的大规模应用对电网和交通系统造成了严重影响,目前缺乏基于电网和交通系统运行性能的电动汽车充电调度策略研究。综合分析了电动汽车大规模接入后对电网安全、综合效益和交通系统通行能力的影响,建立了有序充电调度策略的数学模型,采用了基于云计算的神经网络方法求解电动汽车充电调度中的最优路径,并进行了仿真分析,验证了该调度策略的有效性和正确性。 The large-scale application of electric vehicles has a serious impact on power grids and traffic systems,but also lacks the scheduling strategy for electric vehicle charging based on the operation performance of the grid and system.This paper analyzes the impact of the electric vehicle after connecting to the grid on the grid security and comprehensive benefits as well as the traffic capability of the system,establishes the mathematical model with orderly charging and dispatching strategy,and adopts cloud computing based neural network method to solve the optimal route for the electric vehicle charging dispatching.In addition,the paper carries out a simulation analysis to verify the effectiveness and correctness of the proposed strategy.
作者 林琳 马超
出处 《陕西电力》 2016年第11期38-41,46,共5页 Shanxi Electric Power
关键词 电动汽车 充电站 调度策略 electric vehicles charging station dispatching strategy
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