The surrogate worth trade-off approach for multiobjective thermal power dispatch problem

被引:50
作者
Dhillon, JS [1 ]
Kothari, DP [1 ]
机构
[1] GZS Coll Engn & Technol, Dept Elect Engn, Bathinda 151001, Punjab, India
关键词
economic load dispatch; multiobjective optimization; decision making;
D O I
10.1016/S0378-7796(00)00092-4
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 multiobjective thermal power dispatch problem is solved that has non-commensurable objectives such as operating cost and minimal emissions. Typically, the objectives will conflict in that there is no feasible solution that minimizes them all simultaneously. In such a case, some form of conflict resolution must be adopted to arrive at a solution. In this study, E-constraint method is used to generate non-inferior solutions along with the trade-off function between the conflicting objectives. To access the indifference band, interaction with the decision maker is obtained via surrogate worth trade-off (SWT) method and utility approach. The SWT functions are constructed in the functional space and then are transformed into the decision space. So, SWT functions relate the decision maker's preferences to non-inferior solutions. The validity and effectiveness of the method have been proved by analysing a six-generator system. (C) 2000 Elsevier Science S.A. All rights reserved.
引用
收藏
页码:103 / 110
页数:8
相关论文
共 10 条
[1]  
[Anonymous], 1977, HIERARCHICAL ANAL WA
[2]   A NEW APPROACH TO MULTICRITERION OPTIMIZATION PROBLEM AND ITS APPLICATION TO THE DESIGN OF 1-D DIGITAL-FILTERS [J].
CHARALAMBOUS, C .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS, 1989, 36 (06) :773-784
[3]   REVIEW AND EVALUATION OF MULTIOBJECTIVE PROGRAMMING TECHNIQUES [J].
COHON, JL ;
MARKS, DH .
WATER RESOURCES RESEARCH, 1975, 11 (02) :208-220
[4]   STOCHASTIC ECONOMIC EMISSION LOAD DISPATCH [J].
DHILLON, JS ;
PARTI, SC ;
KOTHARI, DP .
ELECTRIC POWER SYSTEMS RESEARCH, 1993, 26 (03) :179-186
[5]   MULTIOBJECTIVES IN WATER-RESOURCE SYSTEMS-ANALYSIS - SURROGATE WORTH TRADE OFF METHOD [J].
HAIMES, YY ;
HALL, WA .
WATER RESOURCES RESEARCH, 1974, 10 (04) :615-624
[6]  
JAHAVI J, 1975, IEEE T SYST MAN CYB, V5, P485
[7]   EMISSION DISPATCH MODELS AND ALGORITHMS FOR THE 1990S [J].
LAMONT, JW ;
OBESSIS, EV .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1995, 10 (02) :941-947
[8]   ECONOMIC-EMISSION LOAD DISPATCH THROUGH GOAL PROGRAMMING TECHNIQUES [J].
NANDA, J ;
KOTHARI, DP ;
LINGAMURTHY, KS .
IEEE TRANSACTIONS ON ENERGY CONVERSION, 1988, 3 (01) :26-32
[9]  
WONG KP, 1995, IEEE T POWER SYST, V10, P1813
[10]   MULTIOBJECTIVE OPTIMAL GENERATION DISPATCH BASED ON PROBABILITY SECURITY CRITERIA [J].
YOKOYAMA, R ;
BAE, SH ;
MORITA, T ;
SASAKI, H .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1988, 3 (01) :317-324