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

Dan Li, Taicheng Zheng, Jie Li (Corresponding)

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)261-266
Number of pages6
JournalComputer Aided Chemical Engineering
Volume52
Early online date18 Jul 2023
DOIs
Publication statusE-pub ahead of print - 18 Jul 2023

Keywords

  • Unit-specific event-based formulation
  • material transfer
  • multipurpose batch process
  • short-term scheduling

Fingerprint

Dive into the research topics of 'A novel mathematical formulation for short-term scheduling of multipurpose batch plants in chemical manufacturing'. Together they form a unique fingerprint.

Cite this