A MULTIAGENT TECHNIQUE FOR CONTINGENCY CONSTRAINED OPTIMAL POWER FLOWS

被引:27
作者
TALUKDAR, S
RAMESH, VC
机构
[1] Engineering Design Research Center, Carnegie Mellon University, Pittsburgh
关键词
POWER SYSTEM SECURITY; CONTINGENCIES; PARALLEL PROCESSING; DISTRIBUTED ARTIFICIAL INTELLIGENCE; GLOBAL OPTIMIZATION;
D O I
10.1109/59.317629
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
This paper does three things. First, it proposes that each critical contingency in a power system be represented by a ''correction time'' (the time required to eliminate the violations produced by the contingency), rather than by a set of hard constraints. Second, it adds these correction times to an optimal power flow and decomposes the resulting problem into a number of smaller optimization problems. Third, it proposes a multi-agent technique for solving the smaller problems in parallel. The agents encapsulate traditional optimization algorithms as well as a new algorithm, called the voyager, that generates starting points for the traditional algorithms. All the agents communicate asynchronously, meaning that they can work in parallel without ever interrupting or delaying one another, The resulting scheme has potential for handling power system contingencies and other difficult global optimization problems.
引用
收藏
页码:855 / 861
页数:7
相关论文
共 20 条
[1]  
Carpentier J., 1979, ELECTRICAL POWER ENE, V1, P3
[2]   CQR - A HYBRID EXPERT SYSTEM FOR SECURITY ASSESSMENT [J].
CHRISTIE, RD ;
TALUKDAR, SN ;
NIXON, JC .
IEEE TRANSACTIONS ON POWER SYSTEMS, 1990, 5 (04) :1503-1509
[3]  
CLEMENTS KA, IEEE91 PAP
[4]  
GIRAS TC, 1984, THESIS CARNEGIE MELL
[5]  
Glover F., ORSA J COMPUTING, V2, P4
[6]  
KAN AHG, 1989, HDB OR MS, V1
[7]   A NEW POLYNOMIAL-TIME ALGORITHM FOR LINEAR-PROGRAMMING [J].
KARMARKAR, N .
COMBINATORICA, 1984, 4 (04) :373-395
[8]  
LU CN, IEEE92 PAP
[9]  
MURTHY S, 1992, THESIS CARNEGIE MELL
[10]  
PARDALOS PM, 1987, LECTURE NOTES COMPUT, V268