Microgrid management with a quick response optimization algorithm for active power dispatch

被引:59
|
作者
Alvarez, Eduardo [1 ]
Campos, Antonio M. [1 ]
Arboleya, Pablo [2 ]
Gutierrez, Antonio J. [3 ]
机构
[1] Fdn CTIC, Gijon 33203, Asturias, Spain
[2] Univ Oviedo, Dept Elect, Gijon 33203, Asturias, Spain
[3] Univ Oviedo, Dept Energy, Oviedo 33004, Asturias, Spain
关键词
Microgrids; Microsource; Distributed generation; Power dispatch; Cost function; Sequential quadratic programming; STRATEGIES;
D O I
10.1016/j.ijepes.2012.06.015
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
A fast response algorithm has been developed for active-power dispatch to microsources in a distributed generation microgrid. It is capable of adjusting microgrid generation to demand on-line in grid-connected-mode. The algorithm performs an optimization of fuel consumption and emissions costs functions, of microsources using a heuristic approach. It and has been tested to solve different power dispatch cost optimization problems. The tests realized show a maximum execution time of about 1 ms, which is several orders of magnitude faster than the results obtained with other state-of-the-art optimization methods currently employed in these applications. It has also shown better performance in terms of global cost and microsources stability. The fast response implies a substantial reduction of the computational resources needed, allowing the use of a low-cost programmable logic controller or microcontroller for microsources active power dispatching. Thus, the infrastructure requirements and new investments are reduced and the penetration of microgrids based on renewable energies is improved. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:465 / 473
页数:9
相关论文
共 50 条
  • [1] Improved PSO Algorithm for Microgrid Energy Optimization Dispatch
    Lin, Bing
    Zhou, Ming
    Du, Wangyang
    Liu, Chenyu
    2013 IEEE PES ASIA-PACIFIC POWER AND ENERGY ENGINEERING CONFERENCE (APPEEC), 2013,
  • [2] Application of Consensus Algorithm for Power Dispatch in Autonomous Microgrid
    Joshi, Rucha
    Heistrene, Leena
    Toppo, Elijah
    Patel, Reema
    3RD INTERNATIONAL CONFERENCE ON INNOVATIVE APPLICATIONS OF COMPUTATIONAL INTELLIGENCE ON POWER, ENERGY AND CONTROLS WITH THEIR IMPACT ON HUMANITY (CIPECH-18), 2018, : 81 - 85
  • [3] Economic Dispatch Optimization for Microgrid Based on Fireworks Algorithm with Momentum
    Li, Mingze
    Tan, Ying
    ADVANCES IN SWARM INTELLIGENCE, ICSI 2022, PT I, 2022, : 339 - 353
  • [4] Power Management in a Microgrid Using Teaching Learning Based Optimization Algorithm
    Collins, Eric D.
    Ramachandran, Bhuvana
    SOUTHEASTCON 2017, 2017,
  • [5] Optimal dispatch of microgrid with demand response and an improved bat algorithm
    Shen Y.
    Yang B.
    Huazhong Keji Daxue Xuebao (Ziran Kexue Ban)/Journal of Huazhong University of Science and Technology (Natural Science Edition), 2020, 48 (02): : 120 - 125
  • [6] A practicable algorithm for active power economic dispatch
    Ji, Xingquan
    Liu, Zhipeng
    Wen, Fushuan
    2008 THIRD INTERNATIONAL CONFERENCE ON ELECTRIC UTILITY DEREGULATION AND RESTRUCTURING AND POWER TECHNOLOGIES, VOLS 1-6, 2008, : 852 - 856
  • [7] Dynamic dispatch optimization of microgrid based on a QS-PSO algorithm
    Cheng, Shan
    Su, Gao Can
    Zhao, Long Long
    Huang, Tian Li
    JOURNAL OF RENEWABLE AND SUSTAINABLE ENERGY, 2017, 9 (04)
  • [8] Coordinated Active Power Dispatch for a Microgrid via Distributed Lambda Iteration
    Hu, Jianqiang
    Chen, Michael Z. Q.
    Cao, Jinde
    Guerrero, Josep M.
    IEEE JOURNAL ON EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, 2017, 7 (02) : 250 - 261
  • [9] A Multi-Objective Optimization Dispatch Method for Microgrid Energy Management Considering the Power Loss of Converters
    Wu, Xiaomin
    Cao, Weihua
    Wang, Dianhong
    Ding, Min
    ENERGIES, 2019, 12 (11)
  • [10] Algorithm for Microgrid On-Line Central Dispatch Of Electrical Power and Heat
    Alvarez, Eduardo
    Gomez-Aleixandre, Javier
    de Abajo, Nicolas
    Lopez, Antonio M. Campos
    UPEC: 2009 44TH INTERNATIONAL UNIVERSITIES POWER ENGINEERING CONFERENCE, 2009, : 255 - +