文献类型：期刊文献

英文题名：Using the modified mayfly algorithm for optimizing the component size and operation strategy of a high temperature PEMFC-powered CCHP

作者：Guo, Xiaokai[1];Yan, Xianguo[1];Jermsittiparsert, Kittisak[2,3,4]

第一作者：Guo, Xiaokai

通讯作者：Yan, XG[1];Jermsittiparsert, K[2]

机构：[1]Taiyuan Univ Sci & Technol, Sch Mech Engn, Taiyuan 030024, Peoples R China;[2]Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Peoples R China;[3]Duy Tan Univ, Fac Humanities & Social Sci, Da Nang 550000, Peoples R China;[4]Henan Univ Econ & Law, MBA Sch, Zhengzhou 450046, Henan, Peoples R China

第一机构：Taiyuan Univ Sci & Technol, Sch Mech Engn, Taiyuan 030024, Peoples R China

通讯机构：[1]corresponding author), Taiyuan Univ Sci & Technol, Sch Mech Engn, Taiyuan 030024, Peoples R China;[2]corresponding author), Duy Tan Univ, Inst Res & Dev, Da Nang 550000, Peoples R China.

年份：2021

卷号：7

起止页码：1234-1245

外文期刊名：ENERGY REPORTS

收录：;EI(收录号：20210809968275);Scopus(收录号：2-s2.0-85101134815);WOS:【SCI-EXPANDED(收录号:WOS:000701691800015)】；

语种：英文

外文关键词：Modified mayfly algorithm; CCHP; High temperature PEMFC; Sensitivity analysis; Optimum size; Optimum operation

摘要：A CCHP is modeled here, which is operated based on thermal energy provision because the target consumer demands more heat and cooling than electricity. The main components of the CCHP system are a PEMFC as the main generator, absorption chiller, electric chiller, and auxiliary boiler. The fuel consumption, cost, and carbon release improvements compared to a separated generation system (SGS) are maximized in this system using the proposed modified mayfly algorithm. The system design and operation are optimized in two different stages. A hotel building has been chosen as the case study to demonstrate the effectiveness of the proposed CCHP system and optimization in comparison to the traditional mayfly algorithm (MA) and genetic algorithm (GA). The proposed optimization algorithm has performed 8.15% and 10.06% better compared to MA and GA, respectively. It also reached its solution in far shorter time. The optimum size of PEMDC and share of auxiliary chiller (AC) in cooling provision is determined to be 548 kW and 43.1%, respectively. It is shown that improvement achieved by using the AC in the CCHP is increased by 23.21% compared to a CCHP without one. Furthermore, the AC make the improvement of CCHP more constant and robust to load variation. Moreover, the sensitivity of the optimum operation condition of the CCHP against the electricity and fuel price changes and share of the AC in supplying the cooling demand are studied to provide the system operators with the necessary tools needed to optimally handle price changes. (C) 2021 The Authors. Published by Elsevier Ltd.