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| Content Provider | IEEE Xplore Digital Library |
|---|---|
| Author | Gia-Shie Liu |
| Copyright Year | 2012 |
| Description | Author affiliation: Department of Information Management, Lunghwa University of Science and Technology, Taoyuan County, Taiwan (Gia-Shie Liu) |
| Abstract | This study looks at the system availability optimization problem under different resource and design configuration constraints by applying Tabu-GA combination method. From the point of view of logistics engineering, availability optimization applied in the initial system development period, plays a key role to affect system reliability, system maintenance planning, logistics requirements, and related costs during system planned life cycle. Generally, system availability can be improved by increasing component reliability level, component repair rate or the number of components in each subsystem. This proposed model is to combine Tabu method with Genetic Algorithm to solve system availability optimization problem. Through our method applied in the initial phase of system design and development, we can find the optimal allocation of component redundancy number, reliability and maintainability levels to minimize the total system cost under different configuration constraints such as weight, volume, and system availability requirements. The proposed numerical examples are demonstrated based on different system constraint requirements and parameter values. Through a simulation study of 30 times of calculations by applying this proposed combination method, stable results are clearly showed. We also perform the sensitivity analysis based on the cost parameters associated with reliability level and maintenance rate to provide very helpful information for system design and development process. Finally, the performance of this proposed Tabu-GA combination method is compared with SA-GA combination method and it turns out to be very good results in many aspects. |
| Starting Page | 803 |
| Ending Page | 808 |
| File Size | 299726 |
| Page Count | 6 |
| File Format | |
| ISBN | 9781467303125 |
| e-ISBN | 9781467303118 |
| DOI | 10.1109/INDIN.2012.6301165 |
| Language | English |
| Publisher | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Publisher Date | 2012-07-25 |
| Publisher Place | China |
| Access Restriction | Subscribed |
| Rights Holder | Institute of Electrical and Electronics Engineers, Inc. (IEEE) |
| Subject Keyword | Availability Parallel-Series System Simulated Annealing Genetic Algorithm Maintenance engineering Tabu Search Resource management Biological cells Optimization Genetic algorithms |
| Content Type | Text |
| Resource Type | Article |
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