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Author(s): Satinee Wongkeea, Surapong Chirarattananonb, Pipat Chaiwiwatworakula* The Joint Graduate School of Energy and Environment King Mongkut’s University of Technology Thonburi, Bangkok 10140, Thailand International Journal of Smart Grid and Clean Energy, vol. 3, no. 3, July 2014: pp. 347-353 ISSN: 2315-4462 (Print) ISSN: 2373-3594 (Online) Digital Object Identifier: 10.12720/sgce.3.3.347-353