Multi-Objective Dynamic Economic Dispatch of Microgrid Systems Including Vehicle-to-Grid
Open Access
Abstract
Based on the characteristics of electric vehicles (EVs), this paper establishes the load models of EVs under the autonomous charging mode and the coordinated charging and discharging mode. Integrating the EVs into a microgrid system which includes wind turbines (WTs), photovoltaic arrays (PVs), diesel engines (DEs), fuel cells (FCs) and a storage battery (BS), this paper establishes multi-objective economic dispatch models of a microgrid, including the lowest operating cost, the least carbon dioxide emissions, and the lowest pollutant treatment cost. After converting the multi-objective functions to a single objective function by using the judgment matrix method, we analyze the dynamic economic dispatch of the microgrid system including vehicle-to-grid (V2G) with an improved particle swarm optimization algorithm under different operation control strategies. With the example system, the proposed models and strategies are verified and analyzed. Simulation results show that the microgrid system with EVs under the coordinated charging and discharging mode has better operation economics than the autonomous charging mode. Meanwhile, the greater the load fluctuation is, the higher the operating cost of the microgrid system is.Keywords
Funding Information
- National High Technology Research and Development Program of China (2011AA05A107)
- National Natural Science Foundation of China (51177036)
- State Grid Corporation of China (PDB51201404085)
This publication has 20 references indexed in Scilit:
- Optimal Energy Management for a Residential Microgrid Including a Vehicle-to-Grid SystemIEEE Transactions on Smart Grid, 2014
- Economic and technical management of an aggregation agent for electric vehicles: a literature surveyEuropean Transactions on Electrical Power, 2011
- The impact of plug-in hybrid electric vehicles on distribution networks: A review and outlookRenewable and Sustainable Energy Reviews, 2011
- Integration of Electric Vehicles in the Electric Power SystemProceedings of the IEEE, 2010
- A conceptual framework for the vehicle-to-grid (V2G) implementationEnergy Policy, 2009
- Dynamic economic emission dispatch using nondominated sorting genetic algorithm-IIInternational Journal of Electrical Power & Energy Systems, 2008
- MicrogridsIEEE Power and Energy Magazine, 2007
- Vehicle-to-grid power fundamentals: Calculating capacity and net revenueJournal of Power Sources, 2005
- Vehicle-to-grid power implementation: From stabilizing the grid to supporting large-scale renewable energyJournal of Power Sources, 2005
- A summary of environmental/economic dispatch algorithmsIEEE Transactions on Power Systems, 1994