PSO based Unit Commitment of a Hybrid Microgrid System

被引:0
|
作者
Nivedha, Raja R. [1 ]
Singh, Jai Govind [1 ]
Ongsakul, Weerakorn [1 ]
机构
[1] Asian Inst Technol, Dept Energy Environm & Climate Change, Pathum Thani, Thailand
关键词
Particle Swarm Optimization; Renewable Energy; Unit Commitment; OPTIMIZATION;
D O I
暂无
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Scheduling of generators plays a crucial role in unit commitment problem of a deregulated power market. Due to the increased variation between supply and demand, the power produced by the conventional generators is not sufficient to meet the load demand. Renewable sources are added to the system, to provide additional power to avoid the generation and load imbalances. When the power demand is met, the extra power can be sold back to the grid to yield monetary benefits. In case if, the power demand is not met by the conventional sources as well as the renewable sources, the power is drawn from the grid to meet out the demand. Two scenarios have been considered, with and without the addition of renewable penetration into the system. When renewable sources are not added to the system, the fuel cost and maintenance cost is high due to the conventional generator which supports the demand. When renewable sources are added, the fuel and maintenance is considerably reduced. In this study, renewable sources are free of cost.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Two-Level Hierarchical Approach to Unit Commitment Using Expert System and Elite PSO
    Chen, Po-Hung
    IEEE TRANSACTIONS ON POWER SYSTEMS, 2012, 27 (02) : 780 - 789
  • [32] UNIT COMMITMENT WITH SECURITY ASSESSMENT USING CHAOTIC PSO ALGORITHM
    Gaing, Zwe-Lee
    Lin, Gai-Neng
    JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, 2011, 20 (07) : 1357 - 1376
  • [33] Synergistic Optimization of Unit Commitment Using PSO and Random Search
    Vatambeti, Rajasekhar
    Dhal, P. K.
    CONTEMPORARY MATHEMATICS, 2024, 5 (01):
  • [34] A New Strategy for Solving Unit Commitment Problem by PSO algorithm
    Yehescale, Gandham
    Reddy, M. Damodar
    2018 IEEE INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN ADVANCED COMPUTING (ICCTAC), 2018,
  • [35] Microgrid sizing with combined evolutionary algorithm and MILP unit commitment
    Li, Bei
    Roche, Robin
    Miraoui, Abdellatif
    APPLIED ENERGY, 2017, 188 : 547 - 562
  • [36] Microgrid operation and management using probabilistic reconfiguration and unit commitment
    Jabbari-Sabet, Reza
    Moghaddas-Tafreshi, Seyed-Masoud
    Mirhoseini, Seyed-Sattar
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 75 : 328 - 336
  • [37] Managing solar uncertainty in microgrid systems with stochastic unit commitment
    Hytowitz, Robin Broder
    Hedman, Kory W.
    ELECTRIC POWER SYSTEMS RESEARCH, 2015, 119 : 111 - 118
  • [38] Hybrid Approach For Unit Commitment Problem
    Shukla, Anup
    Singh, S. N.
    2016 IEEE 6TH INTERNATIONAL CONFERENCE ON POWER SYSTEMS (ICPS), 2016,
  • [39] Techno-economic assessment of a hybrid microgrid using PSO
    Selvakumar, K.
    Anuradha, R.
    Arunkumar, Albert Paul
    MATERIALS TODAY-PROCEEDINGS, 2022, 66 : 1131 - 1139
  • [40] A Cross-Entropy-Based Hybrid Membrane Computing Method for Power System Unit Commitment Problems
    Xie, Min
    Du, Yuxin
    Cheng, Peijun
    Wei, Wei
    Liu, Mingbo
    ENERGIES, 2019, 12 (03)