Title :
Optimal Coordination of Plug-In Electric Vehicles in Power Grids With Cost-Benefit Analysis—Part I: Enabling Techniques
Author :
Zhuowei Luo ; Zechun Hu ; Yonghua Song ; Zhiwei Xu ; Haiyan Lu
Author_Institution :
Dept. of Electr. Eng., Tsinghua Univ., Beijing, China
Abstract :
Plug-in electric vehicles (PEVs) appear to offer a promising option for mitigating greenhouse emission. However, uncoordinated PEV charging can weaken the reliability of power systems. The proper accommodation of PEVs in a power grid imposes many challenges on system planning and operations. This work aims to investigate optimal PEV coordination strategies with cost-benefit analysis. In Part I, we first present a new method to calculate the charging load of PEVs with a modified Latin hypercube sampling (LHS) method for handling the stochastic property of PEVs. We then propose a new two-stage optimization model to discover the optimal charging states of PEVs in a given day. Using this model, the peak load with charging load of PEVs is minimized in the first stage and the load fluctuation is minimized in the second-stage with peak load being fixed as the value obtained in the first stage. An algorithm based on linear mixed-integer programming is provided as a suitable solution method with fast computation. Finally, we present a new method to calculate the benefit and cost for a PEV charging and discharging coordination strategy from a social welfare approach. These methods are useful for developing PEV coordination strategies in power system planning and supporting PEV-related policy making.
Keywords :
battery powered vehicles; cost-benefit analysis; integer programming; linear programming; power grids; sampling methods; LHS method; Latin hypercube sampling method; PEV charging; PEV coordination strategies; charging load; cost-benefit analysis; discharging coordination strategy; linear mixed-integer programming; load fluctuation; optimal coordination; peak load; plug-in electric vehicles; power grids; power system planning; two-stage optimization model; Cost benefit analysis; Electric vehicles; Load modeling; Optimization; Power grids; Coordinated charging; Latin hypercube sampling method; cost-benefit analysis; plug-in electric vehicle/s (PEV/s); vehicle to grid (V2G);
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2013.2262318