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A Computationally Efficient Mixed-Integer Linear Formulation for the Thermal Unit Commitment Problem

机译:计算单位热量问题的高效混合整数线性公式

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摘要

This paper presents a new mixed-integer linear formulation for the unit commitment problem of thermal units. The formulation proposed requires fewer binary variables and constraints than previously reported models, yielding a significant computational saving. Furthermore, the modeling framework provided by the new formulation allows including a precise description of time-dependent startup costs and intertemporal constraints such as ramping limits and minimum up and down times. A commercially available mixed-integer linear programming algorithm has been applied to efficiently solve the unit commitment problem for practical large-scale cases. Simulation results back these conclusions.
机译:本文提出了一种新的混合整数线性公式,用于解决热力单元的单元承诺问题。与以前报告的模型相比,提出的公式所需的二进制变量和约束更少,从而节省了大量计算时间。此外,新公式提供的建模框架允许对与时间有关的启动成本和跨时约束(例如斜坡限制和最短上下时间)进行精确描述。已经应用了可商购的混合整数线性规划算法来有效地解决实际大规模案例中的单元委托问题。仿真结果支持了这些结论。

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