Multi-objective integration of real-time functions in distribution management system
In this paper, a new iterative algorithm for unique optimal deterministic solution, selected from fuzzy environment, in the integrated distribution management system real-time functions, is presented. The integrated fuzzy algorithm simultaneously finds solution of the consumer node load estimation,...
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| Published in | International journal of electrical power & energy systems Vol. 25; no. 3; pp. 247 - 256 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
Elsevier Ltd
01.03.2003
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| Subjects | |
| Online Access | Get full text |
| ISSN | 0142-0615 1879-3517 |
| DOI | 10.1016/S0142-0615(02)00032-7 |
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| Abstract | In this paper, a new iterative algorithm for unique optimal deterministic solution, selected from fuzzy environment, in the integrated distribution management system real-time functions, is presented. The integrated fuzzy algorithm simultaneously finds solution of the consumer node load estimation, Var/Volt coordination and load flow problems. As fuzzy variables, the effective current and power factor of consumer nodes and source-node voltage are considered. The topology and parameters of the distribution system, as well as, on/off switching of shunt capacitors and the adjustment of off-nominal turn ratios of transformers, are considered as crisp variables. For determination of the most credible defuzzified solution, the minimum operator procedure applied on active loss minimization, subject to ‘soft’ voltage constraints in the different type of consumer nodes (commercial, industrial and residential), is used. Proposed integrated fuzzy model is tested on a real-life distribution system. |
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| AbstractList | In this paper, a new iterative algorithm for unique optimal deterministic solution, selected from fuzzy environment, in the integrated distribution management system real-time functions, is presented. The integrated fuzzy algorithm simultaneously finds solution of the consumer node load estimation, Var/Volt coordination and load flow problems. As fuzzy variables, the effective current and power factor of consumer nodes and source-node voltage are considered. The topology and parameters of the distribution system, as well as, on/off switching of shunt capacitors and the adjustment of off-nominal turn ratios of transformers, are considered as crisp variables. For determination of the most credible defuzzified solution, the minimum operator procedure applied on active loss minimization, subject to ‘soft’ voltage constraints in the different type of consumer nodes (commercial, industrial and residential), is used. Proposed integrated fuzzy model is tested on a real-life distribution system. |
| Author | Sarić, Andrija T. Ćirić, Rade M. |
| Author_xml | – sequence: 1 givenname: Andrija T. surname: Sarić fullname: Sarić, Andrija T. email: asaric@ece.neu.edu organization: Čačak College of Engineering, University of Kragujevac, 32000 Čačak, Yugoslavia – sequence: 2 givenname: Rade M. surname: Ćirić fullname: Ćirić, Rade M. email: rciric@netscape.net organization: Elektrovojvodina, EPS—Electric Power Industry of Serbia, 21000 Novi Sad, Yugoslavia |
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| Cites_doi | 10.1109/59.192932 10.1109/61.248315 10.1109/59.871725 10.1109/61.853010 10.1109/59.780924 10.1109/61.772384 10.1109/59.589651 10.1109/59.736260 10.1109/59.373974 10.1109/61.248307 10.1109/59.466473 10.1109/59.744549 10.1002/etep.4450110407 10.1109/59.867136 10.1109/59.852134 |
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| Keywords | Consumer node load estimation Fuzzy sets Var/Volt coordination Multi-objective integration Distribution load flow Distribution management system |
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| SubjectTerms | Consumer node load estimation Distribution load flow Distribution management system Fuzzy sets Multi-objective integration Var/Volt coordination |
| Title | Multi-objective integration of real-time functions in distribution management system |
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