Joint Optimization of Production Scheduling and Condition-Based Maintenance Planning

Activity: Talk and presentationProfessional or public presentationProfessional

Description

We consider the joint optimization of production scheduling and condition-based maintenance planning for a single machine that is subject to deterioration and that needs to process incoming jobs of various lengths. We formulate the problem as a Markov decision process (MDP) and determine optimal policies that indicate when to process which job and when to perform maintenance. We provide insights on how production scheduling and maintenance planning interact.
Period25-Oct-2017
Event titleINFORMS Annual Meeting 2017
Event typeConference
LocationHouston, United States, TexasShow on map
Degree of RecognitionInternational