Optimal Scheduling of Electric Vehicle using Dual Decomposition
This paper concentrates on the optimal scheduling of electric vehicle(EV).The EV is scheduled for both operating stage and non-operating stage.With full consideration of operating income,regulation revenue and the owners habit,the cost minimization problem is formulated as a convex programming with coupling constrains.Dual decomposition is utilized to obtain the global optimal solution.Then,a modified online approach is introduced to alleviate the impact of price prediction error.The simulation reveals that our algorithms can reduce the cost to a large extent.Furthermore,it is demonstrated that the online scheduling scheme can achieve a similar performance compared with the optimal scheduling scheme having full knowledge of real time prices(RTP).
Optimal Scheduling Electric Vehicle Dual Decomposition Online Approach
Jinfeng Yang Zaiyue Yang
State Key Lab.of Industrial Control Technology,Zhejiang University,Hangzhou 310027,China State Key Lab.of Industrial Control Technology,Zhejiang University,Hangzhou 310027,China;Key Laborat
国际会议
长沙
英文
2144-2149
2014-05-31(万方平台首次上网日期,不代表论文的发表时间)