Title :
Operation planning of a compound energy system using orthogonal table-GA hybrid analyzing method
Author :
Watanabe, Shigetaka ; Obara, S. ; Munetomo, Masaharu
Author_Institution :
Kushiro Nat. Coll. of Technol., Kushiro, Japan
Abstract :
Analysis using GA is capable of responding flexibly to operational planning of a complex system. However, case of large system, requires lengthy analysis time, generates many suboptimal solution, and unsatisfactory solutions of energy balance equations are obtained. Objective of this study is to develop a computer algorithm for planning operation of compound energy system with many design parameters with a high accuracy by introducing orthogonal table in GA. Orthogonal table is introduced to reduce operation range that is considered to include optimal operation of compound energy system. By analysis results, orthogonal table-GA hybrid method is a significant improvement over optimization methods that employ to traditional GA, and can be utilized to increase of design parameters and improve of analysis accuracy.
Keywords :
genetic algorithms; power system planning; compound energy system; computer algorithm; energy balance equation; genetic algorithm; operation planning; optimization method; orthogonal table-GA hybrid analyzing method; suboptimal solution; unsatisfactory solution; Heat pumps; Compound energy system; Genetic algorithm; Microgrid; Operating planning; Orthogonal table;
Conference_Titel :
Electrical Machines and Systems (ICEMS), 2012 15th International Conference on
Conference_Location :
Sapporo
Print_ISBN :
978-1-4673-2327-7