Optimal allocation and maintenance of multi-state elements in series–parallel systems with common bus performance sharing
•A new series–parallel system with common bus performance sharing is proposed.•A reliability evaluation algorithm is suggested.•Both preventive replacement and minimal repair are considered.•Multi-state elements allocation and maintenance are considered simultaneously.•Genetic algorithm is explored...
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| Published in | Computers & industrial engineering Vol. 72; pp. 143 - 151 |
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| Main Authors | , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Elsevier Ltd
01.06.2014
Pergamon Press Inc |
| Subjects | |
| Online Access | Get full text |
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| Abstract | •A new series–parallel system with common bus performance sharing is proposed.•A reliability evaluation algorithm is suggested.•Both preventive replacement and minimal repair are considered.•Multi-state elements allocation and maintenance are considered simultaneously.•Genetic algorithm is explored to solve the optimization problem.
This article considers the optimal allocation and maintenance of multi-state elements in series–parallel systems with common bus performance sharing. The surplus performance from a sub-system can be transmitted to any other sub-system which is experiencing performance deficiency. The amount that can be transmitted is subjected to a random transmission capacity. In order to increase the system availability, maintenance actions can be performed during the system lifetime and the system elements can be optimally allocated into the sub-systems. In this paper, we consider the element allocation and maintenance simultaneously in order to minimize the total maintenance cost subject to the pre-specified system availability requirement. An algorithm based on universal generating function is suggested to evaluate the system availability and the genetic algorithm is explored to solve the optimization problem. Numerical experiments are presented to illustrate the applications. |
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| AbstractList | This article considers the optimal allocation and maintenance of multi-state elements in series-parallel systems with common bus performance sharing. The surplus performance from a sub-system can be transmitted to any other sub-system which is experiencing performance deficiency. The amount that can be transmitted is subjected to a random transmission capacity. In order to increase the system availability, maintenance actions can be performed during the system lifetime and the system elements can be optimally allocated into the sub-systems. In this paper, we consider the element allocation and maintenance simultaneously in order to minimize the total maintenance cost subject to the pre-specified system availability requirement. An algorithm based on universal generating function is suggested to evaluate the system availability and the genetic algorithm is explored to solve the optimization problem. Numerical experiments are presented to illustrate the applications. •A new series–parallel system with common bus performance sharing is proposed.•A reliability evaluation algorithm is suggested.•Both preventive replacement and minimal repair are considered.•Multi-state elements allocation and maintenance are considered simultaneously.•Genetic algorithm is explored to solve the optimization problem. This article considers the optimal allocation and maintenance of multi-state elements in series–parallel systems with common bus performance sharing. The surplus performance from a sub-system can be transmitted to any other sub-system which is experiencing performance deficiency. The amount that can be transmitted is subjected to a random transmission capacity. In order to increase the system availability, maintenance actions can be performed during the system lifetime and the system elements can be optimally allocated into the sub-systems. In this paper, we consider the element allocation and maintenance simultaneously in order to minimize the total maintenance cost subject to the pre-specified system availability requirement. An algorithm based on universal generating function is suggested to evaluate the system availability and the genetic algorithm is explored to solve the optimization problem. Numerical experiments are presented to illustrate the applications. |
| Author | Peng, Rui Xiao, Hui |
| Author_xml | – sequence: 1 givenname: Hui surname: Xiao fullname: Xiao, Hui email: msxh@swufe.edu.cn organization: School of Statistics, Southwestern University of Finance and Economics, Chengdu, Sichuan, China – sequence: 2 givenname: Rui surname: Peng fullname: Peng, Rui organization: Dongling School of Economics and Management, University of Science and Technology Beijing, Beijing, China |
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| Snippet | •A new series–parallel system with common bus performance sharing is proposed.•A reliability evaluation algorithm is suggested.•Both preventive replacement and... This article considers the optimal allocation and maintenance of multi-state elements in series-parallel systems with common bus performance sharing. The... |
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| SubjectTerms | Algorithms Allocations Availability Buses (vehicles) Genetic algorithm Genetic algorithms Maintenance Mathematical analysis Mathematical models Multi-state system Operations research Optimization Optimization algorithms Parallel processing Performance sharing Reliability Repair & maintenance Resource allocation Studies Universal generating function |
| Title | Optimal allocation and maintenance of multi-state elements in series–parallel systems with common bus performance sharing |
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