Scheduling multiple parts in hybrid flow shop robotic cells served by a single robot
INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING, vol.27, no.12, pp.1144-1159, 2014 (SCI-Expanded, Scopus)
- Publication Type: Article / Article
- Volume: 27 Issue: 12
- Publication Date: 2014
- Doi Number: 10.1080/0951192x.2013.874576
- Journal Name: INTERNATIONAL JOURNAL OF COMPUTER INTEGRATED MANUFACTURING
- Journal Indexes: Science Citation Index Expanded (SCI-EXPANDED), Scopus
- Page Numbers: pp.1144-1159
- Keywords: robotic cell, hybrid flow shop, blocking, single robot, simulated annealing
- Dokuz Eylül University Affiliated: Yes
Abstract
This paper addresses the robotic scheduling problem in blocking hybrid flow shop cells that consider multiple part-types, different speed parallel machines at each stage, machine eligibility constraints and a single transportation robot to move the parts between stages. Initially, a mixed integer linear programming (MILP) model is proposed to minimise the makespan. Due to the complexity of the model, a simulated annealing (SA)-based solution approach is developed to solve the problem. This approach uses both simple insertion method and a new neighbourhood structure based on block properties while generating neighbour solutions, which yields two different SA algorithms respectively. The performance of proposed SA approach is assessed over a set of randomly generated instances. The computational results demonstrate that the SA algorithm is effective with the employed neighbourhood structure for this problem.