Multidispatch for Microgrid including Renewable Energy and Electric Vehicles with Robust Optimization Algorithm

被引:12
|
作者
Shi, Ruifeng [1 ,2 ]
Zhang, Penghui [1 ]
Zhang, Jie [1 ]
Niu, Li [3 ]
Han, Xiaoting [4 ]
机构
[1] North China Elect Power Univ, Sch Control & Comp Engn, Beijing 102206, Peoples R China
[2] China Inst Energy & Transportat Integrated Dev, Beijing 102206, Peoples R China
[3] Renmin Univ China, Sch Informat Resource Management, Beijing 100872, Peoples R China
[4] Beihang Univ, Sch Econ & Management, Beijing 100083, Peoples R China
基金
中国国家自然科学基金;
关键词
electric vehicle; microgrid; photovoltaic; robust optimization; stochastic optimization; MULTIOBJECTIVE OPTIMIZATION; STOCHASTIC OPTIMIZATION; MANAGEMENT; UNCERTAINTY; SYSTEM; MODEL;
D O I
10.3390/en13112813
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
With the deterioration of the environment and the depletion of fossil fuel energy, renewable energy has attracted worldwide attention because of its continuous availability from nature. Despite this continuous availability, the uncertainty of intermittent power is a problem for grid dispatching. This paper reports on a study of the scheduling and optimization of microgrid systems for photovoltaic (PV) power and electric vehicles (EVs). We propose a mathematical model to address the uncertainty of PV output and EV charging behavior, and model scheduling optimization that minimizes the economic and environmental cost of a microgrid system. A semi-infinite dual optimization model is then used to deal with the uncertain variables, which can be solved with a robust optimization algorithm. A numerical case study shows that the security and stability of the solution obtained by robust optimization outperformed that of stochastic optimization.
引用
收藏
页数:15
相关论文
共 50 条
  • [1] Cost Optimization and Energy Management of a Microgrid Including Renewable Energy Resources and Electric Vehicles
    Hai, Tao
    Zhou, Jincheng
    Zain, Jasni Mohamad
    Vafa, Saeid
    [J]. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, 2023, 145 (04):
  • [2] Frequency Control of a Microgrid Including Renewable Resources with Energy Management of Electric Vehicles
    Kermani, Homa Rashidizadeh
    Dahraie, Mostafa Vahedipour
    Najafi, Hamid Reza
    [J]. 2016 4TH IRANIAN CONFERENCE ON RENEWABLE ENERGY & DISTRIBUTED GENERATION (ICREDG), 2016, : 114 - 118
  • [3] Energy Management of Microgrid Considering Renewable Energy Sources and Electric Vehicles Using the Backtracking Search Optimization Algorithm
    Li, Yong
    Mohammed, Salim Qadir
    Nariman, Goran Saman
    Aljojo, Nahla
    Rezvani, Alireza
    Dadfar, Sajjad
    [J]. JOURNAL OF ENERGY RESOURCES TECHNOLOGY-TRANSACTIONS OF THE ASME, 2020, 142 (05):
  • [4] Economic Energy Management of a Microgrid Including Electric Vehicles
    da Costa Mendes, Paulo Renato
    Normey-Rico, Julio Elias
    Bordons Alba, Carlos
    [J]. 2015 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES LATIN AMERICA (ISGT LATAM), 2015, : 869 - 874
  • [5] Cooperative Optimization of Electric Vehicles and Renewable Energy Resources in a Regional Multi-Microgrid System
    Chen, Jin
    Chen, Changsong
    Duan, Shanxu
    [J]. APPLIED SCIENCES-BASEL, 2019, 9 (11):
  • [6] Cooperative Optimization of Electric Vehicles and Renewable Energy Sources in Regional Multi-microgrid System
    Chen, Jin
    Chen, Changsong
    Duan, Shanxu
    Cheng, Hua
    Sun, Jieyi
    Cai, Tao
    He, Jian
    [J]. 2018 IEEE ENERGY CONVERSION CONGRESS AND EXPOSITION (ECCE), 2018, : 3754 - 3759
  • [7] Enhanced coati optimization algorithm-based optimal power flow including renewable energy uncertainties and electric vehicles
    Hasanien, Hany M.
    Alsaleh, Ibrahim
    Alassaf, Abdullah
    Alateeq, Ayoob
    [J]. ENERGY, 2023, 283
  • [8] Joint scheduling optimization of a microgrid with integration of renewable energy sources and electric vehicles considering energy and reserve minimization
    Hai, Tao
    Zhou, Jincheng
    Zain, Jasni Mohamad
    Jamali, Farah
    [J]. ENERGY SCIENCE & ENGINEERING, 2023, 11 (08) : 2966 - 2984
  • [9] Optimal Energy Trading for Building Microgrid with Electric Vehicles and Renewable Energy Resources
    Duong Tung Nguyen
    Le, Long Bao
    [J]. 2014 IEEE PES INNOVATIVE SMART GRID TECHNOLOGIES CONFERENCE (ISGT), 2014,
  • [10] Robust model of microgrid energy optimization with uncertain renewable energy sources
    Xiang, Yue
    Liu, Junyong
    Wei, Zhenbo
    Cao, Yinli
    Jiang, Donglin
    Feng, Ai
    [J]. Zhongguo Dianji Gongcheng Xuebao/Proceedings of the Chinese Society of Electrical Engineering, 2014, 34 (19): : 3063 - 3066