Multiobjective Short-Term Planning of Electric Power Distribution Systems Using NSGA-II
This paper presents a mixed integer nonlinear programming multiobjective model for short-term planning of distribution networks that considers in an integrated manner the following planning activities: allocation of capacitor banks; voltage regulators; the cable replacement of branches and feeders....
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| Veröffentlicht in: | Journal of control, automation & electrical systems Jg. 24; H. 3; S. 286 - 299 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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01.06.2013
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| ISSN: | 2195-3880, 2195-3899 |
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| Abstract | This paper presents a mixed integer nonlinear programming multiobjective model for short-term planning of distribution networks that considers in an integrated manner the following planning activities: allocation of capacitor banks; voltage regulators; the cable replacement of branches and feeders. The objective functions considered in the proposed model are: to minimize operational and investment costs and minimize the voltage deviations in the the network buses, subject to a set of technical and operational constraints. A multiobjective genetic algorithm based on a Non-Dominated Sorting Genetic Algorithm (NSGA-II) is proposed to solve this model. The proposed mathematical model and solution methodology is validated testing a medium voltage distribution system with 135 buses. |
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| AbstractList | This paper presents a mixed integer nonlinear programming multiobjective model for short-term planning of distribution networks that considers in an integrated manner the following planning activities: allocation of capacitor banks; voltage regulators; the cable replacement of branches and feeders. The objective functions considered in the proposed model are: to minimize operational and investment costs and minimize the voltage deviations in the the network buses, subject to a set of technical and operational constraints. A multiobjective genetic algorithm based on a Non-Dominated Sorting Genetic Algorithm (NSGA-II) is proposed to solve this model. The proposed mathematical model and solution methodology is validated testing a medium voltage distribution system with 135 buses. |
| Author | Cossi, Antonio M. Pereira Junior, Benvindo R. Mantovani, José R. S. |
| Author_xml | – sequence: 1 givenname: Benvindo R. surname: Pereira Junior fullname: Pereira Junior, Benvindo R. email: brpjunior@gmail.com organization: Electrical Engineering Department, São Paulo State University—UNESP – sequence: 2 givenname: Antonio M. surname: Cossi fullname: Cossi, Antonio M. organization: Mathematical Department, São Paulo State University—UNESP – sequence: 3 givenname: José R. S. surname: Mantovani fullname: Mantovani, José R. S. organization: Electrical Engineering Department, São Paulo State University—UNESP |
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| Cites_doi | 10.1109/59.982213 10.1109/61.847272 10.1590/S0103-17592005000100011 10.1109/61.19266 10.1109/59.192932 10.1590/S0103-17592010000300007 10.1109/TPWRS.2008.2004742 10.1109/59.336111 10.1109/TPWRS.2010.2042734 10.1109/TPWRD.2004.824400 10.1109/59.544656 10.1109/TPWRS.2006.887963 10.1109/59.867188 10.1109/59.962407 10.1109/61.53065 10.1109/61.53066 10.1590/S0103-17592009000400008 10.1109/TPWRS.2004.825901 10.1109/TPAS.1985.318842 10.1109/ICIT.2009.4939653 10.1109/TPWRS.2008.2009489 10.1109/REPCON.1994.326251 10.1049/cp:20051351 |
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| Issue | 3 |
| Keywords | Power distribution planning Capacitor banks Multiobjective genetic algorithm Voltage regulators |
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year: 1985 ident: 22_CR13 publication-title: IEEE Transactions on Power Apparatus and Systems – volume: 9 start-page: 942 year: 2004 ident: 22_CR31 publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2004.825901 – volume: 5 start-page: 634 year: 1990 ident: 22_CR5 publication-title: IEEE Transactions on Power Delivery doi: 10.1109/61.53065 – ident: 22_CR8 doi: 10.1049/cp:20051351 – volume: 19 start-page: 1360 year: 2004 ident: 22_CR22 publication-title: IEEE Transactions on Power Delivery doi: 10.1109/TPWRD.2004.824400 – ident: 22_CR23 – volume: 20 start-page: 546 year: 2009 ident: 22_CR15 publication-title: SBA Controle & Automação doi: 10.1590/S0103-17592009000400008 – ident: 22_CR4 – volume: 5 start-page: 643 year: 1990 ident: 22_CR6 publication-title: IEEE Transactions on Power Delivery doi: 10.1109/61.53066 – volume-title: Fuzzy systems theory and its applications year: 1991 ident: 22_CR34 – ident: 22_CR25 – volume: 15 start-page: 879 year: 2000 ident: 22_CR26 publication-title: IEEE Transaction on Power Systems doi: 10.1109/59.867188 – volume-title: Multi-objective optimization using evolutionary algorithms year: 2001 ident: 22_CR7 – volume: 22 start-page: 404 year: 2007 ident: 22_CR21 publication-title: IEEE Transactions on Power Systems doi: 10.1109/TPWRS.2006.887963 – volume: 4 start-page: 735 year: 2002 ident: 22_CR2 publication-title: IEEE Transactions on Power Delivery 1989 doi: 10.1109/61.19266 – volume: 21 start-page: 294 year: 2010 ident: 22_CR30 publication-title: SBA Controle & Automação doi: 10.1590/S0103-17592010000300007 |
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| SubjectTerms | Control Control and Systems Theory Electrical Engineering Engineering Mechatronics Robotics Robotics and Automation |
| Title | Multiobjective Short-Term Planning of Electric Power Distribution Systems Using NSGA-II |
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