Implementation of Genetic Algorithm and Fuzzy Logic in Economic Dispatch Problem

被引：6

作者：

Nasiruzzaman, A. B. M. ^{[1
]}

Rabbani, M. G. ^{[1
]}

机构：

[1] Rajshahi Univ Engn & Technol, Dept EEE, Rajshahi 6204, Bangladesh

来源：

PROCEEDINGS OF ICECE 2008, VOLS 1 AND 2 | 2008年

关键词：

Economic dispatch; GA; GA-fuzzy;

D O I：

10.1109/ICECE.2008.4769232

中图分类号：

TP39 [计算机的应用];

学科分类号：

081203 ; 0835 ;

摘要：

Economic dispatch is one of the most challenging problems of power system. Various algorithms for solving optimal power flow problem are found in the literature. The Genetic Algorithm (GA) based solution techniques are more promising than other techniques due to its capability of global searching, robustness, and it does not require derivative information. This paper presents a genetic - fuzzy based approach for solving economic dispatch problem. Algorithms for GA economic dispatch and GA-fuzzy economic dispatch are developed and compared. The results obtained show that GA-fuzzy based approach is faster than GA based approach and less noisy.

引用

页码：360 / 365

页数：6

共 50 条

[41] An antigravity-based fuzzy Gravitational Search Algorithm for economic dispatch problems
Yu, Xianrui
Zhao, Qiuhong
Wang, Tongyu
Li, Yuanrui
APPLIED SOFT COMPUTING, 2023, 145
[42] Implementation of Flower Pollination Algorithm for Solving Economic Dispatch Problems in Power System
Ramli, Nur Fariza
Kamari, Nor Azwan Mohamed
Abd Halim, Syahirah
Ibrahim, Asrul
Musirin, Ismail
JURNAL KEJURUTERAAN, 2021, 33 (04): : 1053 - 1060
[43] Fuzzy Mutated Evolutionary Programming based algorithm for combined economic and emission dispatch
Prasanna, T. S.
Somasundaram, P.
2008 IEEE REGION 10 CONFERENCE: TENCON 2008, VOLS 1-4, 2008, : 546 - 550
[44] Solving combined heat and power economic dispatch problem using real coded genetic algorithm with improved Muhlenbein mutation
Haghrah, A.
Nazari-Heris, M.
Mohammadi-ivatloo, B.
APPLIED THERMAL ENGINEERING, 2016, 99 : 465 - 475
[45] Real-Coded Genetic Algorithm Enhanced with Self Adaptation for Solving Economic Dispatch Problem with Prohibited Operating Zone
Subbaraj, P.
Rengaraj, R.
Salivahanan, S.
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, COMMUNICATION AND ENERGY CONSERVATION INCACEC 2009 VOL 1, 2009, : 285 - +
[46] Reserve constrained economic dispatch with prohibited operating zones using "λ-logic" based algorithm
Adhinarayanan, T.
Sydulu, M.
2007 IEEE POWER ENGINEERING SOCIETY GENERAL MEETING, VOLS 1-10, 2007, : 61 - +
[47] Fuzzy logic controlled based ant-lion optimization hybridization for economic power dispatch
Kotapuri M.R.
Samala R.K.
Kotapuri, Mercy Rosalina (kmr_eee@vignan.ac.in), 1600, International Information and Engineering Technology Association (53): : 725 - 731
[48] Multi Case Non-Convex Economic Dispatch Problem Solving by Implementation of Multi-Operator Imperialist Competitive Algorithm
Eghbalpour, Hamid
Nabatirad, Mohammadreza
JOURNAL OF ELECTRICAL ENGINEERING & TECHNOLOGY, 2017, 12 (04) : 1417 - 1426
[49] Selection of Control Parameters of Differential Evolution Algorithm for Economic Load Dispatch Problem
Yegireddy, Narendra Kumar
Panda, Sidhartha
Rout, Umesh Kumar
Bonthu, Rama Kishore
COMPUTATIONAL INTELLIGENCE IN DATA MINING, VOL 3, 2015, 33
[50] Crisscross optimization algorithm for solving combined heat and power economic dispatch problem
Meng, Anbo
Mei, Peng
Yin, Hao
Peng, Xiangang
Guo, Zhuangzhi
ENERGY CONVERSION AND MANAGEMENT, 2015, 105 : 1303 - 1317

← 1 2 3 4 5 →