Title :
Integrated production scheduling and periodic maintenances on a single machine with release dates
Author :
Wei-Wei Cui ; Zhiqiang Lu
Author_Institution :
Sch. of Mech. Eng., Shanghai Jiao Tong Univ., Shanghai, China
Abstract :
This paper addresses the production scheduling problem on a single machine with periodic maintenances, where the jobs´ release dates are considered. For the resumable case, we prove that the problem can be solved in polynomial time. For the non-resumable case, we prove that the problem is strongly NP-Hard and propose an effective heuristic ERD-LPT based on the properties of optimal solutions. Then a branch-and-bound algorithm (B&B) that utilizes several dominance rules is developed to search the optimal schedules for the small-to-medium sized problems. Computational results indicate that the proposed heuristic is highly accurate compared with B&B and the improvement of performance is significant compared with the First-in-First-out (FIFO) rule.
Keywords :
computational complexity; maintenance engineering; optimisation; single machine scheduling; tree searching; NP-hard problem; branch-and-bound algorithm; dominance rules; heuristic ERD-LPT; job release dates; nonresumable case; optimal schedules; optimal solutions; periodic maintenances; polynomial time; production scheduling problem; resumable case; single machine; small-to-medium sized problems; Job shop scheduling; Maintenance engineering; Optimal scheduling; Schedules; Single machine scheduling;
Conference_Titel :
Automation Science and Engineering (CASE), 2014 IEEE International Conference on
Conference_Location :
Taipei
DOI :
10.1109/CoASE.2014.6899350