Title :
A new approach to power network synthesis
Author :
Abdelaziz, Ahmd R.
Author_Institution :
Dept. of Electr. Eng., Alexandria Univ., Egypt
Abstract :
The impact of reliability on operation and cost of power systems has become a very important concept with the growth of energy needs. Systems´ planners have become increasingly interested in the following two questions: how reliable are the new systems? and how to plan for reliability in the existing systems in the future? The reliability and cost of these systems are important and are largely determined by network topology. Network topology consists of nodes and the links between nodes. The selection of optimal network topology is an NP-hard combinatorial problem so that the classical enumeration-based methods grow exponentially with network size. In this paper, a rule based genetic algorithm (RBGA) is presented to solve the problem of power network synthesis considering cost and reliability. The algorithm is computationally efficient and highly effective on a large search space of test problems. Illustrative examples are included
Keywords :
computational complexity; genetic algorithms; network topology; power system economics; power system reliability; NP-hard combinatorial problem; cut set algorithm; enumeration-based methods; network topology; ordered states; power network synthesis; power system cost; power system operation; reliability; rule based genetic algorithm; spanning tree algorithm; Cost function; Genetic algorithms; Genetic engineering; Linear programming; Network synthesis; Network topology; Power system harmonics; Power system reliability; Reliability engineering; Testing;
Conference_Titel :
Harmonics and Quality of Power Proceedings, 1998. Proceedings. 8th International Conference On
Conference_Location :
Athens
Print_ISBN :
0-7803-5105-3
DOI :
10.1109/ICHQP.1998.759958