Application of a new hybrid optimization method for optimum distribution capacitor planning
dc.contributor.author | Seifi, A. | |
dc.contributor.author | Hesamzadeh, M. | |
dc.contributor.author | Hosseinzadeh, N. | |
dc.contributor.author | Wolfs, Peter | |
dc.contributor.editor | Unknown | |
dc.date.accessioned | 2017-01-30T12:53:05Z | |
dc.date.available | 2017-01-30T12:53:05Z | |
dc.date.created | 2010-04-19T20:03:07Z | |
dc.date.issued | 2007 | |
dc.identifier.citation | Seifi, A. and Hesamzadeh, M. and Hosseinzadeh, N. and Wolfs, Peter. 2007. Application of a new hybrid optimization method for optimum distribution capacitor planning, in Unknown (ed), Power Engineering Conference, 2007. IPEC 2007. International, Dec 3 2007, pp. 70-74. Singapore: IEEE. | |
dc.identifier.uri | http://hdl.handle.net/20.500.11937/26358 | |
dc.description.abstract |
This work presents a new algorithm based on a combination of fuzzy (FUZ), dynamic programming (DP), and genetic algorithm (GA) approach for capacitor allocation in distribution feeders. The problem formulation considers two distinct objectives related to total cost of power loss and total cost of capacitors including the purchase and installation costs. The novel formulation is a multi-objective and non-differentiable optimization problem. The proposed method of this article uses fuzzy reasoning for sitting of capacitors in radial distribution feeders, DP for sizing and finally GA for finding the optimum shape of membership functions which are used in fuzzy reasoning stage. The proposed method has been implemented in a software package and its effectiveness has been verified through a 9-bus radial distribution feeder for the sake of conclusions supports. A comparison has been done among the proposed method of this paper and similar methods in other research works that shows the effectiveness of the proposed method of this paper for solving optimum capacitor planning problem. | |
dc.publisher | IEEE | |
dc.subject | fuzzy reasoning | |
dc.subject | power capacitors | |
dc.subject | power distribution lines | |
dc.subject | genetic algorithms | |
dc.subject | software packages | |
dc.subject | power engineering computing | |
dc.subject | dynamic programming | |
dc.title | Application of a new hybrid optimization method for optimum distribution capacitor planning | |
dc.type | Conference Paper | |
dcterms.source.startPage | 70 | |
dcterms.source.endPage | 74 | |
dcterms.source.title | Power Engineering Conference | |
dcterms.source.series | Power Engineering Conference | |
dcterms.source.isbn | 978-981-05-9423-7 | |
dcterms.source.conference | Power Engineering Conference, 2007. IPEC 2007. International | |
dcterms.source.conference-start-date | Dec 3 2007 | |
dcterms.source.conferencelocation | Singapore | |
dcterms.source.place | USA | |
curtin.note |
Copyright © 2007 IEEE This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder. | |
curtin.accessStatus | Open access | |
curtin.faculty | Department of Electrical and Computer Engineering | |
curtin.faculty | School of Engineering | |
curtin.faculty | Faculty of Science and Engineering |