Design of a Production System Using Simulating Annealing Technique

The primary objective of this paper is to develop a design methodology which addresses combinational complexity of Cellular Manufacturing (CM) design problem with non-linear objectives of the mathematical model. In this paper, a mathematical model is first developed. It considers the part flow time...

Full description

Saved in:
Bibliographic Details
Published in:Productivity (New Delhi) 2016-01, Vol.56 (4), p.362
Main Authors: Arora, P K, Haleem, Abid, Singh, M K
Format: Article
Language:English
Subjects:
Algorithms
Calculus
Flexibility
Group technology
Job shops
Manufacturing cells
Mathematical models
Methods
Optimization techniques
Production planning
Production scheduling
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Description
Summary:The primary objective of this paper is to develop a design methodology which addresses combinational complexity of Cellular Manufacturing (CM) design problem with non-linear objectives of the mathematical model. In this paper, a mathematical model is first developed. It considers the part flow time between machines, the processing time of the part and the throughput of the plant. With these variables objective function were developed with constraints. Simulating Annealing Technique was employed as a part of heuristic which handles large CM design problem in a reasonable amount of time. Results from the Simulating Annealing Techniques were also compared with respect to the three objective function, mean flow time and throughput to the conventional technique. It has been found that the performance of SA offers comparatively better results in terms of minimum mean-flow time and maximum throughput. Furthermore, the problem discussed in this paper involves several variables and a multi-objective function; therefore, the ability of SA to handle this type of objective functions and constraints make it a good approach to solve the problem. Finally, a graphical scheme has been used for a comparative study of all the techniques under each performance criterion.
ISSN:0032-9924
0976-3902