Grey Wolf Optimized Economic Load Dispatch Including Battery Storage In Microgrid

被引:0
|
作者
Aljribi, Salem
Yusupov, Ziyodulla
机构
来源
JOURNAL OF POLYTECHNIC-POLITEKNIK DERGISI | 2024年 / 27卷 / 01期
关键词
Grey wolf optimizer; Microgrid; economic power dispatch; battery storage; distributed generation; MANAGEMENT; SYSTEM;
D O I
10.2339/politeknik.886712
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
In last decades, grey wolf optimizer algorithm as a new meta-heuristic optimization technique plays major role in optimization of engineering problems such as load forecasting, controller parameter tuning and job scheduling. In this paper, grey wolf optimization (GWO) is used to optimize the microgrid system for effective dispatching of power to load with economic manner. The model of microgrid system components are developed and investigated in the MATLAB/Simulink platform. The vital objective of the proposed grey wolf algorithm is to minimize overall cost of the microgrid operation. The detailed investigation is carried out on power dispatch optimization and cost minimization for both modes, i. e. island and grid-connected modes of the microgrid system with considering the impact of running costs. From the analysis, the cost of the overall system is optimized effectively, and load sharing is done effectively by means of GWO.
引用
收藏
页数:9
相关论文
共 50 条
  • [21] Economic Dispatch of a Hybrid Microgrid With Distributed Energy Storage
    Mahmoodi, Mishel
    Shamsi, Pourya
    Fahimi, Babak
    IEEE TRANSACTIONS ON SMART GRID, 2015, 6 (06) : 2607 - 2614
  • [22] The Optimal Economic Dispatch of Smart Microgrid Including Distributed Generation
    Liao, Gwo-Ching
    IEEE INTERNATIONAL SYMPOSIUM ON NEXT-GENERATION ELECTRONICS 2013 (ISNE 2013), 2013,
  • [23] Source-Load Coordinated Low-Carbon Economic Dispatch of Microgrid including Electric Vehicles
    Wu, Jiaqi
    Zhang, Qian
    Lu, Yangdong
    Qin, Tianxi
    Bai, Jianyong
    SUSTAINABILITY, 2023, 15 (21)
  • [24] Noninferior Solution Grey Wolf Optimizer with an Independent Local Search Mechanism for Solving Economic Load Dispatch Problems
    Xu, Jianzhong
    Yan, Fu
    Yun, Kumchol
    Su, Lifei
    Li, Fengshu
    Guan, Jun
    ENERGIES, 2019, 12 (12)
  • [25] Economic load dispatch in a microgrid using Interior Search Algorithm
    Karthik, N.
    Parvathy, A. K.
    Arul, R.
    Jayapragash, R.
    Narayanan, Sathiya
    2019 INNOVATIONS IN POWER AND ADVANCED COMPUTING TECHNOLOGIES (I-PACT), 2019,
  • [26] Optimization of Economic Load Dispatch for a Microgrid Using Evolutionary Computation
    Xu, Jianxin
    Tan, Sicong
    Panda, Sanjib Kumar
    IECON 2011: 37TH ANNUAL CONFERENCE ON IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2011,
  • [27] Grey wolf optimization based optimal isolated microgrid with battery and pumped hydro as double storage to limit excess energy
    Yadav, Subhash
    Kumar, Pradeep
    Kumar, Ashwani
    JOURNAL OF ENERGY STORAGE, 2023, 74
  • [28] Real-time optimal energy dispatch for microgrid with battery storage
    Shi, Qingjun
    Jiang, Quanyuan
    Dianli Zidonghua Shebei/Electric Power Automation Equipment, 2013, 33 (05): : 76 - 82
  • [29] Optimum Economic Dispatch of Interconnected Microgrid with Energy Storage System
    Asaduz-Zaman, Md.
    Chowdhury, A. Hasib
    2ND INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING AND INFORMATION COMMUNICATION TECHNOLOGY (ICEEICT 2015), 2015,
  • [30] Optimal Dispatch of Battery Storage in an Industrial Microgrid with a Mixed Portfolio of Renewables
    You, Shi
    Zong, Yi
    Bindner, Henrik W.
    Lin, Jin
    Cai, Yu
    Song, Yonghua
    2014 INTERNATIONAL CONFERENCE ON POWER SYSTEM TECHNOLOGY (POWERCON), 2014, : 3378 - 3383