Unit maintenance scheduling with fuel constraints

T. Al-Khamis, S. Vemuri, L. Lemonidis, J. Yellen
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引用次数: 36

Abstract

In the unit maintenance scheduling (UMS) problem, fuel usage limitations at a unit affect the loading of the unit and hence the maintenance schedule of units. Accounting for this interaction of fuel limits at a unit with unit maintenance and system constraints greatly increases the complexity of the problem. Using duality theory, the UMS problem with fuel constraints (UMS-FCs) is decomposed into a master problem and subproblems. The definition and the coordination of master and subproblems give rise to alternate algorithms to solve the original problem. Results of one such decomposition are presented. In this approach, the master problem solves for a trial maintenance schedule to satisfy unit maintenance constraints and unit fuel limits over all time intervals of the study. Given the maintenance schedule from the master problem, a subproblem calculates the minimum operating cost subject to system constraints for each interval of the study period. If one or more subproblems are infeasible, additional constraints are generated and then added to the master problem so that an improved maintenance schedule that satisfies the fuel and system constraints is obtained. The iteration between master and subproblems is continued until an optimal or near-optimal solution is found.<>
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燃料约束下的机组维修计划
在机组维修调度问题中,机组的燃料使用限制会影响机组的负荷,从而影响机组的维修调度。考虑到机组燃料限制与机组维护和系统约束的相互作用,大大增加了问题的复杂性。利用对偶理论,将具有燃料约束的UMS问题分解为一个主问题和一个子问题。主问题和子问题的定义和协调产生了替代算法来解决原问题。给出了一个这样的分解的结果。在该方法中,主问题解决了在研究的所有时间间隔内满足单元维护约束和单元燃料限制的试验维护计划。给定主问题的维护计划,子问题计算在研究周期的每个间隔内受系统约束的最小运行成本。如果一个或多个子问题不可行,则生成附加约束,然后将其添加到主问题中,从而获得满足燃料和系统约束的改进维护计划。在主问题和子问题之间继续迭代,直到找到最优或近最优解。
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