DocumentCode
2555720
Title
Application of composite particle swarm optimization in reliable design, production, and maintenance planning for multipurpose process plant
Author
Ren, Ping ; Gao, Liqun ; Zhang, Yang ; Li, Nan
Author_Institution
Sch. of Inf. Eng., Shenyang Univ., Shenyang
fYear
2008
fDate
2-4 July 2008
Firstpage
936
Lastpage
940
Abstract
In this paper, reliable design, production, and maintenance planning for multipurpose process plant is formulated as a multi-objective mathematical optimization problem. In this work, five objectives: the total cost of utilities, preventive and corrective maintenance costs, design costs as a function of equipment initial failure rate, and the profit generated by the delivered products are considered in the optimization. To overcome the drawbacks of conventional mathematical optimization method in arriving at local optimum and dimension disasters, etc., we introduce the particle swarm optimization (PSO) technique into reliable design, production, and maintenance planning for multipurpose process plants for the first time, from which the supreme scheme is generated A example on reliable design, production, and maintenance planning for multipurpose process plant is presented to show the feasibility and efficiency of the proposed methodology, compared with the existing optimal planning methods, the search time of the particle swarm optimization method is shorter and the result is close to the ideal solution, simultaneously.
Keywords
maintenance engineering; particle swarm optimisation; production planning; composite particle swarm optimization; corrective maintenance cost; design costs; dimension disasters; equipment initial failure rate; local optimum; maintenance planning; multiobjective mathematical optimization problem; multipurpose process plant; preventive maintenance cost; production planning; reliable design; utilities cost; Costs; Maintenance; Particle production; Particle swarm optimization; Process planning; Production planning; Composite Particle Swarm Optimization; Maintenance Planning; Multipurpose Process Plan; Production; Reliable Design;
fLanguage
English
Publisher
ieee
Conference_Titel
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location
Yantai, Shandong
Print_ISBN
978-1-4244-1733-9
Electronic_ISBN
978-1-4244-1734-6
Type
conf
DOI
10.1109/CCDC.2008.4597450
Filename
4597450
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