Techno-economic optimization of a shell and tube heat exchanger by genetic and particle swarm algorithms
Creators
- 1. Department of Mechanical Engineering, Science and Research Branch, Islamic Azad University, Tehran (Iran, Islamic Republic of)
- 2. Department of Mechanical Engineering, Pardis Branch, Islamic Azad University, Pardis (Iran, Islamic Republic of)
- 3. Faculty of Engineering and Applied Science, University of Ontario Institute of Technology, 2000 Simcoe Street North, Oshawa, Ontario L1H 7K4 (Canada)
Description
Highlights: • Calculating pressure drop and heat transfer coefficient by Delaware method. • The accuracy of the Delaware method is more than the Kern method. • The results of the PSO are better than the results of the GA. • The optimization results suggest that yields the best and most economic optimization. - Abstract: The use of genetic and particle swarm algorithms in the design of techno-economically optimum shell-and-tube heat exchangers is demonstrated. A cost function (including costs of the heat exchanger based on surface area and power consumption to overcome pressure drops) is the objective function, which is to be minimized. Selected decision variables include tube diameter, central baffles spacing and shell diameter. The Delaware method is used to calculate the heat transfer coefficient and the shell-side pressure drop. The accuracy and efficiency of the suggested algorithm and the Delaware method are investigated. A comparison of the results obtained by the two algorithms shows that results obtained with the particle swarm optimization method are superior to those obtained with the genetic algorithm method. By comparing these results with those from various references employing the Kern method and other algorithms, it is shown that the Delaware method accompanied by genetic and particle swarm algorithms achieves more optimum results, based on assessments for two case studies
Availability note (English)
Available from http://dx.doi.org/10.1016/j.enconman.2015.01.007Additional details
Identifiers
- DOI
- 10.1016/j.enconman.2015.01.007;
- PII
- S0196-8904(15)00011-4;
Publishing Information
- Journal Title
- Energy Conversion and Management
- Journal Volume
- 93
- Journal Page Range
- p. 84-91
- ISSN
- 0196-8904
- CODEN
- ECMADL
INIS
- Country of Publication
- United Kingdom
- Country of Input or Organization
- International Atomic Energy Agency (IAEA)
- INIS RN
- 47025688
- Subject category
- S29: ENERGY PLANNING, POLICY AND ECONOMY;
- Descriptors DEI
- ACCURACY; ALGORITHMS; BAFFLES; COST; DESIGN; EFFICIENCY; HEAT EXCHANGERS; HEAT TRANSFER; OPTIMIZATION; PRESSURE DROP; SURFACE AREA
- Descriptors DEC
- CONTROL EQUIPMENT; ENERGY TRANSFER; EQUIPMENT; FLOW REGULATORS; MATHEMATICAL LOGIC; SURFACE PROPERTIES
Optional Information
- Copyright
- Copyright (c) 2015 Elsevier Science B.V., Amsterdam, The Netherlands, All rights reserved.