Integrated lot-sizing and energy supply planning with onsite generation of intermittent renewable energy
研究部分由间歇性可再生能源供电的工业厂区,如何同时规划生产和能源供应以最小化总成本,提出一种扩展的比例批量与调度模型,数值结果显示该模型计算效率优于已有的大桶批量模型。
This work considers an industrial production site partially powered by a decentralised energy system based on intermittent renewable energy sources. Our objective is to simultaneous plan the industrial production and the energy supply in this site so as to minimise the total cost. A new way of modelling this combinatorial optimisation problem is proposed: it relies on the extension of a multi-product single-resource small-bucket lot-sizing model called the proportional lot-sizing and scheduling problem. This extension involves among others sequence-dependent changeover times overlapping multiple periods and energy-related constraints. Our numerical results show that the resulting mixed-integer linear programming model enables to obtain good-quality production and energy supply plans with a computational effort much smaller than the one required by a previously published large-bucket lot-sizing model.