Equipment Replacement Decision Making: Opportunities and Challenges

W. Fan, Mason D Gemar, R. Machemehl
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引用次数: 8

Abstract

The primary function of equipment managers is to replace the right equipment at the right time and at the lowest overall cost. In this paper, the opportunities and challenges associated with equipment replacement optimization (ERO) are discussed in detail. First, a comprehensive review of the state-of-the art and state-of-the practice literature for the ERO problem is conducted. Second, a dynamic programming (DP) based optimization solution methodology is presented to solve the ERO problem. The Bellman’s formulation for the ERO deterministic (DDP) and stochastic dynamic programming (SDP) problems are discussed in detail. Finally, comprehensive ERO numerical results and implications are given.
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设备更换决策:机遇与挑战
设备管理人员的主要职能是在正确的时间以最低的总成本更换正确的设备。本文详细讨论了设备更新优化(ERO)带来的机遇和挑战。首先,对ERO问题的最新研究和实践文献进行了全面的回顾。其次,提出了一种基于动态规划的优化求解方法来求解ERO问题。详细讨论了ERO确定性规划问题和随机动态规划问题的Bellman公式。最后,给出了全面的ERO数值结果和启示。
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