首页|配电网故障情况下基于网络重构的电动汽车行驶路径优化研究

配电网故障情况下基于网络重构的电动汽车行驶路径优化研究

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在配电网发生故障的情况下,为缓解配电网运行的压力以及减少电动汽车由于无法充电导致车辆堆积、车祸等情况,以节点电压为目标函数,建立配电网重构数学模型,并改进和声算法对配电网重构问题进行求解;通过线性加权和法,以最小化电动汽车行驶距离、充电费用为目标函数,通过确定从原点到终点的最佳路线,为电动汽车寻找最优的行径路线。该模型是一个混合整数约束规划问题,通过实例验证说明在配电网故障情况下,该模型能有效地解决车辆路径优化问题。
ROUTE OPTIMIZATION OF ELECTRIC VEHICLE BASED ON NETWORK RECONSTRUCTION UNDER DISTRIBUTION NETWORK FAULT
In the case of distribution network failure,to relieve the pressure on distribution network operation and reduce the accumulation of electric vehicle due to inability to charge,car accidents and other situations,this paper took the node voltage as the objective function,established the mathematical model of distribution network reconstruction,and improved the harmonic algorithm to solve the distribution network reconstruction problem.The linear weighted sum method was used to minimize the driving distance and charging cost of electric vehicles as objective functions,and the optimal route was found for electric vehicles by determining the best route from the origin to the end poin.This model was a mixed integer constrained programming problem.An experimental example was given to prove that this model could effectively solve the vehicle routing optimization problem in the case of distribution network failure.

Electric vehicleImproved harmony algorithmMixed integer constrained programmingDistribution network reconfigurationPath optimization

肖文、汪洋

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江苏大学电气信息工程学院 江苏镇江 212013

电动汽车 改进和声算法 混合整数约束规划 配电网重构 路径优化

国家自然科学基金项目2017年镇江市重点研发计划项目

51477070GY2017026

2024

计算机应用与软件
上海市计算技术研究所 上海计算机软件技术开发中心

计算机应用与软件

CSTPCD北大核心
影响因子:0.615
ISSN:1000-386X
年,卷(期):2024.41(7)