Title :
Fuzzy Optimal Design of the Plate-Fin Heat Exchangers by Particle Swarm Optimization
Author :
Xiaochun Yu ; Zhi-qin Cui ; Ying Yu ; Yi-qiang Shi
Author_Institution :
Coll. of Mech. & Power Eng., Nanjing Univ. of Technol., Nanjing
Abstract :
Plate-fin heat exchanger has been widely used in chemical, mechanical and electronic engineering etc. The optimal design of PFHE is an important method to improve the performance of PFHE. According to the engineering requirements, the minimum weight, higher heat efficiency and reasonable pressure loss are set as optimal objectives of PFHE, which is termed as multi-objective optimal problem. To implement the multi-objective optimal design of PFHE, fuzzy optimization technology by particle swarm optimization is developed, in which the fuzzy factors are dealt with as membership functions. A numerical engineering example of PFHE is given to examine the validity of the proposed fuzzy optimization approach, the results compared with one by trial-and-error process show that the optimal PFHE has better synthetically performance than the one designed by trial-and-error process.
Keywords :
fuzzy set theory; heat exchangers; particle swarm optimisation; fuzzy optimal design; membership functions; multiobjective optimal problem; particle swarm optimization; plate-fin heat exchangers; trial-and-error process; Chemical engineering; Chemical technology; Design optimization; Fuzzy systems; Heat engines; Heat transfer; Mathematical model; Particle swarm optimization; Power engineering and energy; Process design; Fuzzy optimization; Membership function; Multi-objective; Particle swarm optimization; Plate-fin Heat Exchanger;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.313