A New Sensitivity Evaluation Based Optimization Algorithm for Economic Load Dispatch Problems

被引：0

作者：

Alam, M. N. ^{[1
]}

Chelliah, Thanga Raj ^{[1
]}

机构：

[1] Indian Inst Technol, Dept Water Resources Dev & Management, Roorkee, Uttar Pradesh, India

来源：

2013 INTERNATIONAL CONFERENCE ON ENERGY EFFICIENT TECHNOLOGIES FOR SUSTAINABILITY (ICEETS) | 2013年

关键词：

Heuristic approach; economic load dispatch; human decision making behaviour; sensitivity evaluation; nonlinear optimization; global optimization; PARTICLE SWARM OPTIMIZATION;

D O I：

暂无

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：

A new heuristic approach named Nawab's Sensitivity Evaluation Optimization (NSEO) for minimizing nonlinear and non-differentiable continuous space functions is introduced. By means of an extensive tested on Economic Load Dispatch (ELD) problems with valve-point effects on 3, 13, and 40-unit systems it is demonstrated that the new method converges faster and with more certainty than many other acclaimed global optimization methods. The NSEO requires few control variables, is robust, easy to use, and lends itself very well to parallel computation.

引用

页数：6

共 11 条

[1]

[Anonymous], 2013, Power generation, operation, and control

[2] Biogeography-Based Optimization for Different Economic Load Dispatch Problems [J].

Bhattacharya, Aniruddha ;

Chattopadhyay, Pranab Kumar .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (02) :1064-1077

[3] Self-organizing hierarchical particle swarm optimization for nonconvex economic dispatch [J].

Chaturvedi, K. T. ;

Pandit, Manjaree ;

Srivastava, Laxmi .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2008, 23 (03) :1079-1087

[4] A REVIEW OF RECENT ADVANCES IN ECONOMIC-DISPATCH [J].

CHOWDHURY, BH ;

RAHMAN, S .

IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (04) :1248-1259

[5] Combining of chaotic differential evolution and quadratic programming for economic dispatch optimization with valve-point effect (vol 21, pg 989, 2006) [J].

dos Santos Coelho, Leandro ;

Cocco Mariani, Viviana .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2006, 21 (03) :1465-1465

[6] Particle swarm optimization to solving the economic dispatch considering the generator constraints [J].

Gaing, ZL .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2003, 18 (03) :1187-1195

[7] An Improved Particle Swarm Optimization for Nonconvex Economic Dispatch Problems [J].

Park, Jong-Bae ;

Jeong, Yun-Won ;

Shin, Joong-Rin ;

Lee, Kwang Y. .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2010, 25 (01) :156-166

[8] A new particle swarm optimization solution to nonconvex economic dispatch problems [J].

Selvakumar, A. Immanuel ;

Thanushkodi, K. .

IEEE TRANSACTIONS ON POWER SYSTEMS, 2007, 22 (01) :42-51

[9] Evolutionary programming techniques for economic load dispatch [J].

Sinha, N ;

Chakrabarti, R ;

Chattopadhyay, RK .

IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION, 2003, 7 (01) :83-94

[10] Differential evolution - A simple and efficient heuristic for global optimization over continuous spaces [J].

Storn, R ;

Price, K .

JOURNAL OF GLOBAL OPTIMIZATION, 1997, 11 (04) :341-359

← 1 2 →