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Abstract
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Article Information:
A Novel Approach for Optimal Capacitor Placement Model in Power Distribution Systems
K.S. Ravichandran, Salem Saleh Saeed Alsheyuhi and Venugopal Chitra
Corresponding Author: K.S. Ravichandran
Submitted: 2011 August, 26
Accepted: 2011 October, 15
Published: 2012 February, 15 |
Abstract:
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This study deals with the design of distributed power systems and optimal capacitor placement based
on the ANFIS (Adaptive Network Fuzzy Inference Systems) using Mamdani-type fuzzy inference model.
Traditionally, this problem of optimal capacitor placement has been solved through various optimization
techniques, but it is less accuracy of finding placement and more time consuming. This can be avoided by
defining the system stochastically. In this study, we introduce ANFIS architecture for the first time in this field
to obtain an optimal capacitor placement in power distributed systems. The results are compared with a standard
34-bus test system with other models, with respect to the placements, savings and the computational time.
Key words: ANFIS, Artificial Neural Networks (ANN), fuzzy logic, optimal capacitor placement, optimal power flow, ,
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Cite this Reference:
K.S. Ravichandran, Salem Saleh Saeed Alsheyuhi and Venugopal Chitra, . A Novel Approach for Optimal Capacitor Placement Model in Power Distribution Systems. Research Journal of Applied Sciences, Engineering and Technology, (04): 334-341.
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ISSN (Online): 2040-7467
ISSN (Print): 2040-7459 |
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