Dong-Qing Zhang, Feng Yang, Yang Luo, Yu-Xiao Huang, Cheng-Long Xia. Energy Management for a Residential Microgrid Using Wavelet Transform and Fuzzy Control Including a Vehicle-to-Grid System[J]. Journal of Electronic Science and Technology, 2016, 14(4): 291-297. DOI: 10.11989/JEST.1674-862X.604221
Citation: Dong-Qing Zhang, Feng Yang, Yang Luo, Yu-Xiao Huang, Cheng-Long Xia. Energy Management for a Residential Microgrid Using Wavelet Transform and Fuzzy Control Including a Vehicle-to-Grid System[J]. Journal of Electronic Science and Technology, 2016, 14(4): 291-297. DOI: 10.11989/JEST.1674-862X.604221

Energy Management for a Residential Microgrid Using Wavelet Transform and Fuzzy Control Including a Vehicle-to-Grid System

doi: 10.11989/JEST.1674-862X.604221
Funds: 

This work was supported by the National Science Foundation of China under Grant No. 51205046.

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  • Author Bio:

    Dong-Qing Zhang.Her research interests include electric vehicle and information processing, e-mail:18483680503@163.com;
    Feng Yang.His main research interests include the Internet of energy, distributed energy storage and electric vehicles, and embedded systems;
    Yang Luo.His research interests include intelligent control and smart grid, e-mail:Luoyang_uestc@yeah.net;
    Yu-Xiao Huang.His research interests include real time electrical price and EV batteries, e-mail:315232785@qq.com;
    Cheng-Long Xia.His research interests include intelligent control and EV batteries, e-mail:357138968@qq.com.

    Dong-Qing Zhang.Her research interests include electric vehicle and information processing, e-mail:18483680503@163.com;
    Feng Yang.His main research interests include the Internet of energy, distributed energy storage and electric vehicles, and embedded systems;
    Yang Luo.His research interests include intelligent control and smart grid, e-mail:Luoyang_uestc@yeah.net;
    Yu-Xiao Huang.His research interests include real time electrical price and EV batteries, e-mail:315232785@qq.com;
    Cheng-Long Xia.His research interests include intelligent control and EV batteries, e-mail:357138968@qq.com.

    Dong-Qing Zhang.Her research interests include electric vehicle and information processing, e-mail:18483680503@163.com;
    Feng Yang.His main research interests include the Internet of energy, distributed energy storage and electric vehicles, and embedded systems;
    Yang Luo.His research interests include intelligent control and smart grid, e-mail:Luoyang_uestc@yeah.net;
    Yu-Xiao Huang.His research interests include real time electrical price and EV batteries, e-mail:315232785@qq.com;
    Cheng-Long Xia.His research interests include intelligent control and EV batteries, e-mail:357138968@qq.com.

    Dong-Qing Zhang.Her research interests include electric vehicle and information processing, e-mail:18483680503@163.com;
    Feng Yang.His main research interests include the Internet of energy, distributed energy storage and electric vehicles, and embedded systems;
    Yang Luo.His research interests include intelligent control and smart grid, e-mail:Luoyang_uestc@yeah.net;
    Yu-Xiao Huang.His research interests include real time electrical price and EV batteries, e-mail:315232785@qq.com;
    Cheng-Long Xia.His research interests include intelligent control and EV batteries, e-mail:357138968@qq.com.

    Dong-Qing Zhang.Her research interests include electric vehicle and information processing, e-mail:18483680503@163.com;
    Feng Yang.His main research interests include the Internet of energy, distributed energy storage and electric vehicles, and embedded systems;
    Yang Luo.His research interests include intelligent control and smart grid, e-mail:Luoyang_uestc@yeah.net;
    Yu-Xiao Huang.His research interests include real time electrical price and EV batteries, e-mail:315232785@qq.com;
    Cheng-Long Xia.His research interests include intelligent control and EV batteries, e-mail:357138968@qq.com.

  • Authors’ information: Feng Yang,e-mail:fyang@uestc.edu.cn
  • Received Date: 2016-05-03
  • Rev Recd Date: 2016-09-05
  • Publish Date: 2016-12-24
  • This paper presents the design and implementation of an energy management system (EMS) with wavelet transform and fuzzy control for a residential micro-grid. The hybrid system in this paper consists of a wind turbine generator, photovoltaic (PV) panels, an electric vehicle (EV), and a super capacitor (SC), which is able to connect or disconnect to the main grid. The control strategy is responsible for compensating the difference between the generated power by the wind and solar generators and the demanded power by the loads. Wavelet transform decomposes the power difference into a smoothed component and a fast fluctuated component. The command approach used for fuzzy logic rules considers the state of charging (SOC) of EV, renewable production, and the load demand as parameters. Furthermore, the command rules are developed in order to ensure a reliable grid when taking into account the EV battery protection to decide the output power of the EV. The model of the hybrid system is developed in detail under Matlab/Simulink software environment.
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