NDLI: Simultaneous synthesis of heat exchanger network with stream split based on quantum-behaved particle swarm optimization algorithm

Content Provider	IEEE Xplore Digital Library
Author	Ye Zhen Cheng Qian Zhi Yuan Luo Na Zhao Liang
Copyright Year	2014
Description	Author affiliation: Key Lab. of Adv. Control & Optimization for Chem. Processes, East China Univ. of Sci. & Technol., Shanghai, China (Ye Zhen Cheng; Qian Zhi Yuan; Luo Na; Zhao Liang)
Abstract	Simultaneous synthesis problem of heat exchanger network is formulated as a mixed-integer nonlinear programming model. Limited by the Characteristic of the nonlinearity, the convexity and the discontinuity of the model, the classical optimization algorithms which is used to solving the model are easy to fall into local minima. Based on the superstructure model with non-isothermal mixing of split stream, a two-level approach combined with quantum-behaved particle swarm optimization (QPSO) algorithm is proposed to find the optimum structure with a minimum annual cost. In the upper level, QPSO is utilized to generate the structure of the network, while in the lower level, split-stream fractions and heat load of exchangers are optimized by QPSO. Benchmark problems are solved and results show that the two level quantum particle swarm algorithm effectively avoids falling into local minima and it is feasible and effective for heat exchanger network problems.
Starting Page	7504
Ending Page	7509
File Size	266593
Page Count	6
File Format	PDF
ISBN	9789881563873
ISSN	19341768
DOI	10.1109/ChiCC.2014.6896249
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2014-07-28
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	TCCT, CAA
Subject Keyword	Quantum-behaved Particle Swarm Optimization Algorithm Heating Chemical engineering Mixed-integer Nonlinear Programming Electronic mail Particle swarm optimization Optimization Programming profession Heat Exchanger Network Synthesis
Content Type	Text
Resource Type	Article

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