Optimal Sizing of Distributed Energy Resources for Integrated Microgrids using Evolutionary Strategy

被引:0
|
作者
Logenthiran, T. [1 ]
Srinivasan, D. [1 ]
Khambadkone, A. M. [1 ]
Raj, T. Sundar [2 ]
机构
[1] Natl Univ Singapore, Dept ECE, Singapore 117548, Singapore
[2] Natl Univ Singapore, Dept CHBE, Singapore 117548, Singapore
关键词
Optimal sizing; Distributed energy resources; Microgrid; Integrated microgrid; Evolutionary strategy;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Optimal selection and sizing of Distributed Energy Resources (DER) is an important research problem for the advancement of distributed power systems. This paper presents detail studies on optimal sizing of DER for integrated microgrids using Evolutionary Strategy (ES). Integrated microgrid is an innovative architecture in distributed power systems, in which several microgrids are interconnected with each other for superior control and management of the distributed power systems. Right coordination among DER in microgrids, and proper harmony among the microgrids and the main distribution grid are critical challenges. Types of DER and capacities of them are needed to optimize such that proposed integrated microgrid provides reliable supply of energy at cheap cost. In this research, the problem is formulated as a nonlinear mixed-integer minimization problem which minimizes capital and annual operational cost of DER subject to a variety of system and unit constraints. Evolutionary strategy was developed for solving the minimization problem. The proposed methodology was used to design integrated microgrids for A*Star IEDS (Intelligent Energy Distribution System) project. The design results have shown that the proposed methodology provides excellent convergence and feasible optimum solution.
引用
收藏
页数:8
相关论文
共 50 条
  • [1] Optimal Distributed Energy Resources Sizing for Commercial Building Hybrid Microgrids
    Wang, Yishen
    Yi, Zhehan
    Shi, Di
    Yu, Zhe
    Huang, Bibin
    Wang, Zhiwei
    [J]. 2018 IEEE POWER & ENERGY SOCIETY GENERAL MEETING (PESGM), 2018,
  • [2] Using an evolutionary algorithm for optimal planning of integrated microgrids considering distributed energy
    Wang, Jing
    Wang, Ting
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2022, 43 (06) : 7949 - 7961
  • [3] Optimal Sizing and Allocation of Distributed Energy Resources in Microgrids Considering Internal Network Reinforcements
    Kaio Vieira dos Santos
    Luiza Higino Silva Santos
    Nataly Bañol Arias
    Juan Camilo López
    Marcos J. Rider
    Luiz C. P. da Silva
    [J]. Journal of Control, Automation and Electrical Systems, 2023, 34 : 106 - 119
  • [4] Optimal Sizing and Allocation of Distributed Energy Resources in Microgrids Considering Internal Network Reinforcements
    dos Santos, Kaio Vieira
    Silva Santos, Luiza Higino
    Banol, Nataly Arias
    Lopez, Juan Camilo
    Rider, Marcos J.
    da Silva, Luiz C. P.
    [J]. JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2023, 34 (01) : 106 - 119
  • [5] Economic Sizing of Distributed Energy Resources for Reliable Community Microgrids
    Yuan, Chen
    Illindala, Mahesh S.
    [J]. 2017 IEEE POWER & ENERGY SOCIETY GENERAL MEETING, 2017,
  • [6] Optimal Sizing of Distributed Energy Resources in Smart Microgrids: a Mixed Integer Linear Programming Formulation
    Scalfati, Andrea
    Iannuzzi, Diego
    Fantauzzi, Maurizio
    Roscia, Mariacristina
    [J]. 2017 IEEE 6TH INTERNATIONAL CONFERENCE ON RENEWABLE ENERGY RESEARCH AND APPLICATIONS (ICRERA), 2017, : 568 - 573
  • [7] Correction: Optimal Sizing and Allocation of Distributed Energy Resources in Microgrids Considering Internal Network Reinforcements
    Kaio Vieira dos Santos
    Luiza Higino Silva Santos
    Nataly Bañol Arias
    Juan Camilo López
    Marcos J. Rider
    Luiz C. P. da Silva
    [J]. Journal of Control, Automation and Electrical Systems, 2023, 34 : 120 - 120
  • [8] A Distributed Optimal Energy Management Strategy for Microgrids
    Shi, Wenbo
    Xie, Xiaorong
    Chu, Chi-Cheng
    Gadh, Rajit
    [J]. 2014 IEEE INTERNATIONAL CONFERENCE ON SMART GRID COMMUNICATIONS (SMARTGRIDCOMM), 2014, : 200 - 205
  • [9] A power loss minimization strategy based on optimal placement and sizing of distributed energy resources
    Mirsaeidi, Sohrab
    Li, Shangru
    Devkota, Subash
    Li, Meng
    He, Jinghan
    Tzelepis, Dimitrios
    Konstantinou, Charalambos
    Said, Dalila Mat
    [J]. INTERNATIONAL JOURNAL OF NUMERICAL MODELLING-ELECTRONIC NETWORKS DEVICES AND FIELDS, 2022, 35 (04)
  • [10] Optimal selection and sizing of distributed energy resources for distributed power systems
    Logenthiran, Thillainathan
    Srinivasan, Dipti
    [J]. JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2012, 4 (05)