Economic Dispatch Optimization for Thermal Power Plants in Iraq

被引:0
|
作者
Al-jumaili, Mohammed [1 ]
Rahebi, Javad [1 ]
Akbas, Ayhan [2 ]
Farzamnia, Ali [3 ]
机构
[1] Univ Turkish Aeronaut Assoc, Elect & Elect Engn Dept, TR-06790 Ankara, Turkey
[2] Univ Turkish Aeronaut Assoc, Comp Engn Dept, TR-06790 Ankara, Turkey
[3] UMS, Fac Engn, Sabah, Malaysia
关键词
Economic Power Dispatch; Particle Swarm Optimization; PARTICLE SWARM OPTIMIZATION;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, the Economic Power Dispatch (EPD) of the thermal power plants in Iraq is studied. The main goal of this study is to minimize the high fuel costs of the Iraqi power generation system by controlling the outputs for each generating unit via the optimization algorithms. Though the Iraqi network is composed of the total 31 thermal units, it is considered as a large-scale system, and the actual number of units that are synchronized with the network is limited to 19 units only. Particle Swarm Optimization (PSO) is proposed as a solution to be employed to solve the EPD challenge for the Iraqi network. PSO is applied to the thermal units of Iraqi network with quadratic form of fuel equations. The result of the PSO algorithm obtained has been compared with outputs of other algorithms, including Genetic Algorithm (GA) and Novel Bat algorithm (NBA).
引用
收藏
页码:140 / 143
页数:4
相关论文
共 50 条
  • [1] Collaborative optimization of economic dispatch and reactive power dispatch
    Liu, Jiaxin
    Liu, Yungang
    Li, Fengzhong
    Liang, Huijun
    Man, Yongchao
    [J]. PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC), 2019, : 2234 - 2239
  • [2] Optimal Economic Dispatch and Risk Management of Thermal Power Plants in Deregulated Markets
    Thompson, Matt
    [J]. OPERATIONS RESEARCH, 2013, 61 (04) : 791 - 809
  • [3] Environmental Economic Dispatch of Thermal Power Plants in Saudi Arabia: A Case Study
    Mutlaq, Mohammed
    Kumar, Sreerama R.
    [J]. 2019 INDUSTRIAL & SYSTEMS ENGINEERING CONFERENCE (ISEC), 2019,
  • [4] An Economic Load Dispatch of Wind-Thermal Power System by Using Virtual Power Plants
    Hou Jei
    Guo Junlin
    Liu Jizhen
    [J]. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016, 2016, : 8704 - 8709
  • [5] Synergic predator-prey optimization for economic thermal power dispatch problem
    Singh, Nirbhow Jap
    Dhillon, J. S.
    Kothari, D. P.
    [J]. APPLIED SOFT COMPUTING, 2016, 43 : 298 - 311
  • [6] Genetic algorithms based economic dispatch with application to coordination of Nigerian thermal power plants
    Bakare, GA
    Aliyu, UO
    Venayagamoorthy, GK
    Shu'aibu, YK
    [J]. 2005 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS, 1-3, 2005, : 551 - 556
  • [7] Application of Improved Differential Evolution Algorithm for Economic and Emission Dispatch of Thermal Power Generation Plants
    Tan Hung Nguyen
    Hung Nguyen
    Doan Vu Nguyen Pham
    Thanh Viet Dinh
    [J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND SOFT COMPUTING (ICMLSC 2019), 2019, : 93 - 98
  • [8] Neural-net based real-time economic dispatch for thermal power plants
    Djukanovic, M
    Calovic, M
    Milosevic, B
    Sobajic, DJ
    [J]. IEEE TRANSACTIONS ON ENERGY CONVERSION, 1996, 11 (04) : 755 - 761
  • [9] Economic Load Dispatch of Thermal Power Plants Using Evolution Technique including Transmission Losses
    Visali, N.
    Reddy, M. Surendranatha
    Reddy, M. Satish Kumar
    [J]. 2014 INTERNATIONAL CONFERENCE ON ADVANCES IN ELECTRICAL ENGINEERING (ICAEE), 2014,
  • [10] Economic Dispatch of Wind-Thermal Power System by Using Aggregated Output Characteristics of Virtual Power Plants
    Li, Mingyang
    Hou, Jie
    Niu, Yuguang
    Liu, Jizhen
    [J]. 2016 12TH IEEE INTERNATIONAL CONFERENCE ON CONTROL AND AUTOMATION (ICCA), 2016, : 830 - 835