Joint Planning of Smart EV Charging Stations and DGs in Eco-Friendly Remote Hybrid Microgrids

This paper proposes an efficient planning algorithm for allocating smart electric vehicle (EV) charging stations in remote communities. The planning problem jointly allocates and sizes a set of distributed generators (DGs) along with the EV charging stations to balance the supply with the total demand of regular loads and EV charging. The planning algorithm specifies optimal locations and sizes of the EV charging stations and DG units that minimize two conflicting objectives: 1) deployment and operation costs and 2) associated green house gas emissions, while satisfying the microgrid technical constraints. This is achieved by iteratively solving a multi-objective mixed integer non-linear program. An outer sub-problem determines the locations and sizes of the DG units and charging stations using a non-dominated sorting genetic algorithm. Given the allocation and sizing decisions, an inner sub-problem ensures smart, reliable, and eco-friendly operation of the microgrid by solving a non-linear scheduling problem. The proposed algorithm results in a Pareto frontier that captures the tradeoff between the conflicting planning objectives. Simulation studies investigate the performance of the proposed planning algorithm in order to obtain a compromise planning solution.

[1]  Abhisek Ukil,et al.  Hybrid Optimization for Economic Deployment of ESS in PV-Integrated EV Charging Stations , 2018, IEEE Transactions on Industrial Informatics.

[2]  Xuemin Shen,et al.  A semi-distributed V2V fast charging strategy based on price control , 2014, 2014 IEEE Global Communications Conference.

[3]  Ehab F. El-Saadany,et al.  Optimal Resource Allocation and Charging Prices for Benefit Maximization in Smart PEV-Parking Lots , 2017, IEEE Transactions on Sustainable Energy.

[4]  Erchin Serpedin,et al.  Optimal planning of fast PEV charging facilities , 2015, 2015 First Workshop on Smart Grid and Renewable Energy (SGRE).

[5]  Kankar Bhattacharya,et al.  Smart Distribution System Operations With Price-Responsive and Controllable Loads , 2015, IEEE Transactions on Smart Grid.

[6]  Leehter Yao,et al.  A Real-Time Charging Scheme for Demand Response in Electric Vehicle Parking Station , 2017, IEEE Transactions on Smart Grid.

[7]  Richard Watts Mr. Effects of Plug-in Hybrid Electric Vehicles on Vermont Electric Transmission System , 2009 .

[8]  Kalyanmoy Deb,et al.  A fast and elitist multiobjective genetic algorithm: NSGA-II , 2002, IEEE Trans. Evol. Comput..

[9]  Gilbert M. Masters,et al.  Renewable and Efficient Electric Power Systems , 2004 .

[10]  Stanton W. Hadley,et al.  Potential Impacts of Plug-in Hybrid Electric Vehicles on Regional Power Generation , 2009 .

[11]  Mohamed M. Abdallah,et al.  A pricing-based load shifting framework for EV fast charging stations , 2014, 2014 IEEE International Conference on Smart Grid Communications (SmartGridComm).

[12]  Erchin Serpedin,et al.  Spatio-Temporal Coordinated V2V Energy Swapping Strategy for Mobile PEVs , 2018, IEEE Transactions on Smart Grid.

[13]  D. Singh,et al.  Effect of Load Models in Distributed Generation Planning , 2007, IEEE Transactions on Power Systems.

[14]  Ehab F. El-Saadany,et al.  Real-Time PEV Charging/Discharging Coordination in Smart Distribution Systems , 2014, IEEE Transactions on Smart Grid.

[15]  Gevork B. Gharehpetian,et al.  Cost-based optimal siting and sizing of electric vehicle charging stations considering demand response programmes , 2018 .

[16]  Kuljeet Kaur,et al.  Coordinated Power Control of Electric Vehicles for Grid Frequency Support: MILP-Based Hierarchical Control Design , 2019, IEEE Transactions on Smart Grid.

[17]  Jeongho Kwak,et al.  Dynamic Pricing, Scheduling, and Energy Management for Profit Maximization in PHEV Charging Stations , 2017, IEEE Transactions on Vehicular Technology.

[18]  Mostafa F. Shaaban,et al.  Accommodating High Penetrations of PEVs and Renewable DG Considering Uncertainties in Distribution Systems , 2014, IEEE Transactions on Power Systems.

[19]  Danny H. K. Tsang,et al.  Optimal Scheduling for Electric Vehicle Charging With Discrete Charging Levels in Distribution Grid , 2018, IEEE Transactions on Smart Grid.

[20]  Xuemin Shen,et al.  Spatial and temporal online charging/discharging coordination for mobile PEVs , 2015, IEEE Wireless Communications.

[21]  Sumit Paudyal,et al.  Coordinated Electric Vehicle Charging With Reactive Power Support to Distribution Grids , 2019, IEEE Transactions on Industrial Informatics.

[22]  Mohammad Shahidehpour,et al.  The IEEE Reliability Test System-1996. A report prepared by the Reliability Test System Task Force of the Application of Probability Methods Subcommittee , 1999 .