A Heuristic Constructive Algorithm for Capacitor Placement on Distribution Systems

This paper presents a heuristic constructive algorithm (HCA) for optimal capacitor placement on distribution systems. This is a nonlinear mixed integer optimization problem. In the proposed approach, the integer variables are represented using sigmoid function, thus interior point optimal power flow...

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Vydáno v:	IEEE transactions on power systems Ročník 23; číslo 4; s. 1619 - 1626
Hlavní autoři:	da Silva, I.C., Carneiro, S., de Oliveira, E.J., de Souza Costa, J., Rezende Pereira, J.L., Garcia, P.A.N.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.11.2008 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Buses (vehicles) Capacitors Computational efficiency Construction Genetic algorithms Heuristic Heuristic algorithms Heuristic programming Lagrange multipliers Lagrangian functions Load flow optimal capacitor placement optimal power flow Optimization Placement Power capacitors Power distribution Power factor correction Reactive power Voltage
ISSN:	0885-8950, 1558-0679
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Abstract	This paper presents a heuristic constructive algorithm (HCA) for optimal capacitor placement on distribution systems. This is a nonlinear mixed integer optimization problem. In the proposed approach, the integer variables are represented using sigmoid function, thus interior point optimal power flow formulation can be applied to obtain sensitivity indexes based on Lagrange multipliers, reactive power, and bus voltage. The methodology is applied to two power distribution systems, and the results are compared with those obtained using a genetic algorithm approach.
AbstractList	This paper presents a heuristic constructive algorithm (HCA) for optimal capacitor placement on distribution systems. This is a nonlinear mixed integer optimization problem. In the proposed approach, the integer variables are represented using sigmoid function, thus interior point optimal power flow formulation can be applied to obtain sensitivity indexes based on Lagrange multipliers, reactive power, and bus voltage. The methodology is applied to two power distribution systems, and the results are compared with those obtained using a genetic algorithm approach. This paper presents a heuristic constructive algorithm (HCA) for optimal capacitor placement on distribution systems. This is a nonlinear mixed integer optimization problem. In the proposed approach, the integer variables are represented [abstract truncated by publisher].
Author	da Silva, I.C. Rezende Pereira, J.L. Carneiro, S. de Oliveira, E.J. Garcia, P.A.N. de Souza Costa, J.
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SubjectTerms	Algorithms Buses (vehicles) Capacitors Computational efficiency Construction Genetic algorithms Heuristic Heuristic algorithms Heuristic programming Lagrange multipliers Lagrangian functions Load flow optimal capacitor placement optimal power flow Optimization Placement Power capacitors Power distribution Power factor correction Reactive power Voltage
Title	A Heuristic Constructive Algorithm for Capacitor Placement on Distribution Systems
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