Coordination of Dynamic Preventive Maintenance and Resource Allocation
碩士 === 國立臺灣大學 === 工業工程學研究所 === 98 === This paper combines dynamic resource allocation and preventive maintenance to solve “Demand uncertainties” and “Resource reliability” in a serial production system. Because of demand uncertainties and resource reliability, when and how to do preventive mainte...
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ndltd-TW-098NTU050300562015-11-02T04:04:01Z http://ndltd.ncl.edu.tw/handle/30150434042509443515 Coordination of Dynamic Preventive Maintenance and Resource Allocation 設備動態配置與預防保養之整合研究 Chih-Ching Yang 楊芷晴 碩士 國立臺灣大學 工業工程學研究所 98 This paper combines dynamic resource allocation and preventive maintenance to solve “Demand uncertainties” and “Resource reliability” in a serial production system. Because of demand uncertainties and resource reliability, when and how to do preventive maintenance and allocate resource is very important. In this paper, we use dynamic programming and heuristic algorithm to develop an effective preventive maintenance and dynamic resource allocation strategy. This paper can be divided into two stages. In the first stage, we use dynamic programming to solve a Markov decision Process in a two-stage system. Then we use the result of two-stage system to develop dynamic heuristic resource allocation and dynamic heuristic preventive maintenance method. In the second stage, we apply the result to more complex system and compare the result with other allocation method. We find that throughput is increasing around 10%. Average holding cost and average cycle time are decreasing over 20%. To sum up, the combination of dynamic resource allocation and dynamic preventive maintenance can use resource in a more effective way and also decrease bottlenecks in a system. 吳政鴻 2010 學位論文 ; thesis 110 zh-TW |
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碩士 === 國立臺灣大學 === 工業工程學研究所 === 98 === This paper combines dynamic resource allocation and preventive maintenance to solve “Demand uncertainties” and “Resource reliability” in a serial production system. Because of demand uncertainties and resource reliability, when and how to do preventive maintenance and allocate resource is very important. In this paper, we use dynamic programming and heuristic algorithm to develop an effective preventive maintenance and dynamic resource allocation strategy.
This paper can be divided into two stages. In the first stage, we use dynamic programming to solve a Markov decision Process in a two-stage system. Then we use the result of two-stage system to develop dynamic heuristic resource allocation and dynamic heuristic preventive maintenance method. In the second stage, we apply the result to more complex system and compare the result with other allocation method. We find that throughput is increasing around 10%. Average holding cost and average cycle time are decreasing over 20%. To sum up, the combination of dynamic resource allocation and dynamic preventive maintenance can use resource in a more effective way and also decrease bottlenecks in a system.
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吳政鴻 |
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吳政鴻 Chih-Ching Yang 楊芷晴 |
author |
Chih-Ching Yang 楊芷晴 |
spellingShingle |
Chih-Ching Yang 楊芷晴 Coordination of Dynamic Preventive Maintenance and Resource Allocation |
author_sort |
Chih-Ching Yang |
title |
Coordination of Dynamic Preventive Maintenance and Resource Allocation |
title_short |
Coordination of Dynamic Preventive Maintenance and Resource Allocation |
title_full |
Coordination of Dynamic Preventive Maintenance and Resource Allocation |
title_fullStr |
Coordination of Dynamic Preventive Maintenance and Resource Allocation |
title_full_unstemmed |
Coordination of Dynamic Preventive Maintenance and Resource Allocation |
title_sort |
coordination of dynamic preventive maintenance and resource allocation |
publishDate |
2010 |
url |
http://ndltd.ncl.edu.tw/handle/30150434042509443515 |
work_keys_str_mv |
AT chihchingyang coordinationofdynamicpreventivemaintenanceandresourceallocation AT yángzhǐqíng coordinationofdynamicpreventivemaintenanceandresourceallocation AT chihchingyang shèbèidòngtàipèizhìyǔyùfángbǎoyǎngzhīzhěnghéyánjiū AT yángzhǐqíng shèbèidòngtàipèizhìyǔyùfángbǎoyǎngzhīzhěnghéyánjiū |
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