A novel mathematical formulation for short-term scheduling of multipurpose batch plants in chemical manufacturing

调度(生产过程) 计算机科学 整数规划 事件(粒子物理) 数学优化 期限(时间) 任务(项目管理) 线性规划 作业车间调度 批处理 算法 工程类 数学 地铁列车时刻表 物理 系统工程 量子力学 程序设计语言 操作系统
作者
Dan Li,Taicheng Zheng,Jie Li
出处
期刊:Computer-aided chemical engineering 卷期号:: 261-266
标识
DOI:10.1016/b978-0-443-15274-0.50042-1
摘要

In this work, a novel mixed-integer linear programming formulation is proposed based on the unit-specific event-based representation to address the short-term scheduling of multipurpose batch plants in network environment. Concepts of material transfers between processing units or storage tankers are introduced to conditionally sequence and align the related production and consumption tasks. In this case, material flows between the processing units can be explicitly tracked, resulting in decreases on appropriate number of event points and improvements on computational efficiency. Additionally, the processing units are allowed to temporarily store a batch after production over multiple event points. Computational studies shows that the developed continuous-time based formulation leads us to fewer numbers of event points in many cases and better objective results with a maximum improvement of 67%. More interestingly, all considered examples reach the optimality without any task spanning over multiple event points.

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