Optimal Power Generation from Bagasse in a Sugarcane Plant using PSO Algorithm Compared to SQP Algorithm
- سال انتشار: 1399
- محل انتشار: مجله مهندسی برق مجلسی، دوره: 14، شماره: 2
- کد COI اختصاصی: JR_MJEE-14-2_002
- زبان مقاله: انگلیسی
- تعداد مشاهده: 219
نویسندگان
Department of Electrical Engineering, Khomeinishahr branch, Islamic Azad University, Khomenishahr, Isfahan, Iran.
Plant Science Division, Department of Biology, Faculty of Science, University of Isfahan, Isfahan, Iran.
Department of Electrical Engineering, Khomeinishahr branch, Islamic Azad University, Khomeinishahr, Khomenishahr/Isfahan, Iran
چکیده
Due to the high amounts of sugarcane residue or bagasse which was produced by sugarcane plants in Iran, this study was aimed to optimize power generation from bagasse biomass in sugarcane plants using Particle Swarm Optimization (PSO) algorithm by data obtained from several case studies which had been simulated with SQP (Sequential quadratic programming) algorithm. In these studies, bagasse containing ۵۰% moisture content (MC) alone or with fossil fuels, as well as bagasse with a moisture content of ۴۰% and ۳۰% with fossil fuels were used. Optimization values showed that ۲۰% decrease in bagasse’s MC caused ۵۵.۶% increase in power generation efficiency, ۳۶.۳% reduction in gas emissions as well as ۱۰۰% bagasse saving. PSO showed similar results to SQP and it seems that it is a proper algorithm than SQP. Therefore, if the bagasse is more dried by solar energy to lower MC, the greater efficiency of power generation is obtained.کلیدواژه ها
Bagasse, Power generation, PSO Algorithm, Optimizationاطلاعات بیشتر در مورد COI
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