Global optimization of the diesel engine-organic Rankine cycle (ORC) combined system based on particle swarm optimizer (PSO)

被引:49
作者
Zhao, Rui
Zhang, Hongguang
Song, Songsong
Yang, Fubin
Hou, Xiaochen
Yang, Yuxin
机构
[1] Beijing Univ Technol, Coll Environm & Energy Engn, Key Lab Enhanced Heat Transfer & Energy Conservat, MOE Minist Educ,Beijing Key Lab Heat Transfer & E, Pingleyuan 100, Beijing 100124, Peoples R China
[2] Collaborat Innovat Ctr Elect Vehicles Beijing, Pingleyuan 100, Beijing 100124, Peoples R China
基金
中国国家自然科学基金; 北京市自然科学基金;
关键词
Organic Rankine cycle; Combined system; Integrated simulation; Global optimization; Particle swarm optimizer; WASTE HEAT-RECOVERY; THERMOECONOMIC MULTIOBJECTIVE OPTIMIZATION; WORKING FLUIDS; PARAMETRIC OPTIMIZATION; POWER; TEMPERATURE; SELECTION; CONFIGURATIONS; SIMULATION; DESIGN;
D O I
10.1016/j.enconman.2018.08.040
中图分类号
O414.1 [热力学];
学科分类号
摘要
The organic Rankine cycle (ORC) system powered by exhaust heat has great potential in improving engine performance. Many optimizations of the only ORC system were conducted, while the existing literature pays limited attention to the optimization of the engine-ORC combined system. By considering the importance of interaction, cooperation, and influence between the engine and ORC system, a global optimization of the diesel engine-ORC combined system (herein, the combined system) is conducted in this paper with respect to power output and fuel economy. A GT-Suite model of the combined system and a GT-Suite/Simulink co-simulation model are proposed to obtain the optimum operating parameters of the engine and the ORC system under various operating conditions. Furthermore, the effects of the operating parameters, namely, exhaust valve timing, injection timing, expander speed, and pump speed, are evaluated on the combined system. In addition, models of the engine and the ORC system are calibrated, and a particle swarm optimizer (PSO) is designed and adopted for global optimization. Optimization results show improvements of 3.24% and 3.13% on the power output and brake specific fuel consumption (BSFC), respectively, with full engine load when the engine is operated at 3600 r/min. In the optimization of fuel economy with partial engine load, a maximum reduction of 5.71% on the BSFC of the combined system is obtained at 3600 r/min engine speed.
引用
收藏
页码:248 / 259
页数:12
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