An Optimization Model and Modified Harmony Search Algorithm for Microgrid Planning with ESS

被引:14
|
作者
Jiao, Yang [1 ]
Wu, Jing [1 ]
Tan, Qing-kun [1 ]
Tan, Zhong-fu [1 ,2 ]
Wang, Guan [1 ]
机构
[1] North China Elect Power Univ, Beijing 102206, Peoples R China
[2] Yanan Univ, Yanan 716000, Peoples R China
基金
美国国家科学基金会;
关键词
BATTERY ENERGY-STORAGE; LOAD FREQUENCY CONTROL; OPERATION MANAGEMENT; FUEL-CELL; SYSTEM; GENERATION; SCENARIO; GRIDS; WIND; UNITS;
D O I
10.1155/2017/8425458
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
To solve problems such as the high cost of microgrids (MGs), balance between supply and demand, stability of system operation, and optimizing the MG planning model, the energy storage system (ESS) and harmony search algorithm (HSA) are proposed. First, the conventional MG planning optimization model is constructed and the constraint conditions are defined: the supply and demand balance and reserve requirements. Second, an ESS is integrated into the optimal model of MG planning. The model with an ESS can solve and identify parameters such as the optimal power, optimal capacity, and optimal installation year. Third, the convergence speed and robustness of the ESS are optimized and improved. A case study comprising three different cases concludes the paper. The results show that the modified HSA (MHSA) can effectively improve the stability and economy of MG operation with an ESS.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] An enhanced harmony search algorithm for assembly sequence planning
    Wang, Lijian
    Hou, Yuxing
    Li, Xinyu
    Sun, Shuai
    INTERNATIONAL JOURNAL OF MODELLING IDENTIFICATION AND CONTROL, 2013, 18 (01) : 18 - 25
  • [22] An application of harmony search algorithm for operational cost minimization of microgrid system
    Rhee, Sang-Bong
    Kim, Kyu-Ho
    Kim, Chul-Hwan
    Transactions of the Korean Institute of Electrical Engineers, 2009, 58 (07): : 1287 - 1293
  • [23] An Enhanced Harmony Search Algorithm for Cascade Reservoirs Planning
    Dao, Thi-Kien
    Nguyen, Thi-Xuan-Huong
    Vu, Ngoc-Thanh
    Nguyen, Trong-The
    ADVANCES IN INTELLIGENT INFORMATION HIDING AND MULTIMEDIA SIGNAL PROCESSING (IIH-MSP 2021 & FITAT 2021), VOL 2, 2022, 278 : 207 - 217
  • [24] Harmony search algorithm for transmission network expansion planning
    Verma, A.
    Panigrahi, B. K.
    Bijwe, P. R.
    IET GENERATION TRANSMISSION & DISTRIBUTION, 2010, 4 (06) : 663 - 673
  • [25] Hybrid parallel chaos optimization algorithm with harmony search algorithm
    Yuan, Xiaofang
    Zhao, Jingyi
    Yang, Yimin
    Wang, Yaonan
    APPLIED SOFT COMPUTING, 2014, 17 : 12 - 22
  • [26] Harmony Search Algorithm for Fuzzy Cerebellar Model Articulation Controller Networks Optimization
    Zhou, Dajun
    Chao, Fei
    Lin, Chih-Min
    Shi, Minghui
    Zhou, Changle
    ADVANCES IN COMPUTATIONAL INTELLIGENCE SYSTEMS, 2017, 513 : 45 - 58
  • [27] A Modified Harmony Search Algorithm for the Economic Dispatch Problem
    Secui, Dinu Calin
    Bendea, Gabriel
    Dzitac, Simona
    Bendea, Codruta
    Hora, Cristina
    STUDIES IN INFORMATICS AND CONTROL, 2014, 23 (02): : 143 - 152
  • [28] Nurse Rostering Using Modified Harmony Search Algorithm
    Awadallah, Mohammed A.
    Khader, Ahamad Tajudin
    Al-Betar, Mohammed Azmi
    Bolaji, Asaju La'aro
    SWARM, EVOLUTIONARY, AND MEMETIC COMPUTING, PT II, 2011, 7077 : 27 - +
  • [29] Modified Parameters of Harmony Search Algorithm for Better Searching
    Mansor, Nur Farraliza
    Abas, Zuraida Abal
    Shibghatullah, Abdul Samad
    Rahman, Ahmad Fadzli Nizam Abdul
    INTERNATIONAL RESEARCH AND INNOVATION SUMMIT (IRIS2017), 2017, 226
  • [30] Modified harmony search optimization for constrained design problems
    Mun, Sungho
    Cho, Yoon-Ho
    EXPERT SYSTEMS WITH APPLICATIONS, 2012, 39 (01) : 419 - 423