Solving Economic Dispatch Problem Using Hybrid GA-MGA

被引：5
|
作者：
Kherfane, R. L. [1 ]
Younes, M. [1 ]
Kherfane, N. [1 ]
Khodja, F. [1 ]
机构：
[1] Djillali Liabes Univ Sidi Bel Abbes, Fac Technol, Sidi Bel Abbes, Algeria
来源：
TECHNOLOGIES AND MATERIALS FOR RENEWABLE ENERGY, ENVIRONMENT AND SUSTAINABILITY (TMREES14 - EUMISD) | 2014年 / 50卷
关键词：
EPD (economic power dispatch); optimization; genetic algorithm; wind energy; hybrid approach; OPTIMAL POWER-FLOW; ALGORITHM;
D O I：
10.1016/j.egypro.2014.06.112
中图分类号：
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号：
0807 ; 0820 ;
摘要：
This paper presents a new method combined in two meta-heuristic methods, the Genetic algorithm (GA) and micro-genetic algorithm (MGA), to solve the EPD (economic power dispatch) problem. The GA is applied to find the global optimum by against the MGA is used to search the local optimum. The problem is addressed by considering the injection of wind power into the electric network. The approach is applied to 30 buses and on a western part of the Algerian power network. The obtained results are compared with those in literature. (C) 2014 Elsevier Ltd. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/3.0/). Selection and peer-review under responsibility of the Euro-Mediterranean Institute for Sustainable Development (EUMISD)
引用
收藏
页码：937 / 944
页数：8
相关论文
共 50 条
  • [1] SOLVING ECONOMIC DISPATCH PROBLEM USING HYBRID GA-PS-SQP METHOD
    Alsumait, Jamal S.
    Sykulski, Jan K.
    EUROCON 2009: INTERNATIONAL IEEE CONFERENCE DEVOTED TO THE 150 ANNIVERSARY OF ALEXANDER S. POPOV, VOLS 1- 4, PROCEEDINGS, 2009, : 333 - +
  • [2] A Hybrid Algorithm for Solving the Economic Dispatch Problem
    Barros, Raul Silva
    Carmona Cortes, Omar Andres
    Lopes, Rafael Fernandes
    da Silva, Josenildo Costa
    2013 1ST BRICS COUNTRIES CONGRESS ON COMPUTATIONAL INTELLIGENCE AND 11TH BRAZILIAN CONGRESS ON COMPUTATIONAL INTELLIGENCE (BRICS-CCI & CBIC), 2013, : 617 - 621
  • [3] Solving the environmental/economic dispatch problem using the hybrid FA-GA multi-objective algorithm
    Dashtdar, Masoud
    Flah, Aymen
    Hosseinimoghadam, Seyed Mohammad Sadegh
    Reddy, Ch. Rami
    Kotb, Hossam
    AboRas, Kareem M.
    Jasinska, Elzbieta
    Jasinski, Michal
    ENERGY REPORTS, 2022, 8 : 13766 - 13779
  • [4] Solving Economic Load Dispatch Problem using Hybrid Krill Herd Algorithm
    Ghosh, Bratati
    Dey, Bishwajit
    Bhattacharya, Aniruddha
    2015 INTERNATIONAL CONFERENCE ON ENERGY, POWER AND ENVIRONMENT: TOWARDS SUSTAINABLE GROWTH (ICEPE), 2015,
  • [5] Solving practical economic dispatch using hybrid GA-DE-PS method
    Mahdad B.
    Srairi K.
    International Journal of System Assurance Engineering and Management, 2014, 5 (3) : 391 - 398
  • [6] A novel hybrid optimizer for solving Economic Load Dispatch problem
    Parouha, Raghav Prasad
    Das, Kedar Nath
    INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS, 2016, 78 : 108 - 126
  • [7] Solving the Economic Dispatch Problem by Using Differential Evolution
    Khamsawang, S.
    Wannakarn, P.
    Pothiya, S.
    Jiriwibhakorn, S.
    ECTI-CON: 2009 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2009, : 191 - +
  • [8] HYBRID PSOGSA TECHNIQUE FOR SOLVING DYNAMIC ECONOMIC EMISSION DISPATCH PROBLEM
    Hardiansyah, Hardiansyah
    ENGINEERING REVIEW, 2020, 40 (03) : 96 - 104
  • [9] Solving Combined Economic and Emission Dispatch Problem Using Hybrid RGA-DE Algorithm
    Ravi, C. N.
    Vasanth, K.
    Harikrishnan, R.
    Immanuel, D. Godwin
    Lakshmi, D.
    Rao, G. Madhusudhana
    INTELLIGENT COMPUTING AND COMMUNICATION, ICICC 2019, 2020, 1034 : 769 - 778
  • [10] Solving the Economic Dispatch Problem by Using Tabu Search Algorithm
    Naama, Bakhta
    Bouzeboudja, Hamid
    Allali, Ahmed
    TERRAGREEN 13 INTERNATIONAL CONFERENCE 2013 - ADVANCEMENTS IN RENEWABLE ENERGY AND CLEAN ENVIRONMENT, 2013, 36 : 694 - 701
12345