Incorporation of flexibility in scheduling decision-making

Zhenya Jia, Marianthi Ierapetritou

Research output: Contribution to journalArticlepeer-review

Abstract

Uncertainty is a very important factor in process operations. In this paper, a systematic framework is developed to address the problem of accounting for uncertainty in the scheduling decision-making process. The objectives are to increase the schedule flexibility prior to its execution and identify the important parameters and their effects into the scheduling performance. Two approaches are proposed: robust optimization and inference-based sensitivity analysis. The proposed formulation incorporates the consideration of solution robustness and model robustness. Examples are presented to illustrate the applicability of the proposed approach in batch plant scheduling.

Original languageEnglish (US)
Pages (from-to)226-231
Number of pages6
JournalComputer Aided Chemical Engineering
Volume15
Issue numberC
DOIs
StatePublished - Dec 1 2003

All Science Journal Classification (ASJC) codes

  • Chemical Engineering(all)
  • Computer Science Applications

Fingerprint Dive into the research topics of 'Incorporation of flexibility in scheduling decision-making'. Together they form a unique fingerprint.

Cite this