An Approach for Optimal Allocation of Fixed and Switched Capacitor Banks in Distribution Systems Based on the Monkey Search Optimization Method
| Autor: | Edimar J. de Oliveira, Felipe G. Duque, Leonardo W. de Oliveira |
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| Rok vydání: | 2015 |
| Předmět: |
Mathematical optimization
Engineering Energy loss business.industry 020209 energy Voltage limit Energy Engineering and Power Technology 02 engineering and technology Switched capacitor Computer Science Applications law.invention Distribution system Capacitor Control and Systems Engineering law Control theory 0202 electrical engineering electronic engineering information engineering Optimal allocation Electrical and Electronic Engineering business Metaheuristic Voltage |
| Zdroj: | Journal of Control, Automation and Electrical Systems. 27:212-227 |
| ISSN: | 2195-3899 2195-3880 |
| DOI: | 10.1007/s40313-015-0225-z |
| Popis: | This work presents an algorithm based on the bio-inspired optimization technique known as monkey search (MS) for the optimal allocation of fixed and switched capacitor banks in distribution systems. The objectives are to minimize the energy loss, to improve the voltage levels and to reduce the carbon dioxide emission. The monkey search technique is a metaheuristic method that is inspired by the behavior of a monkey searching for food in a jungle. The applied method consists of a modified monkey search (MMS), which presents modifications and improvements for the original MS technique to represent in a suitable manner the features and constraints of the capacitor allocation problem. The proposed model considers different load levels, voltage limit constraints and practical values for fixed and switched capacitor banks, as well as for unit costs and emission coefficient. Case studies are performed by using test systems of the literature in order to assess the efficiency of the proposed algorithm, including a tutorial on the MMS algorithm. |
| Databáze: | OpenAIRE |
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