Assembly line balancing and capacity evaluation based on interval grey processing time
Grey Systems: Theory and Application
ISSN: 2043-9377
Article publication date: 25 December 2023
Issue publication date: 8 March 2024
Abstract
Purpose
Assembly line is a common production form and has been effectively used in many industries, but the imprecise processing time of each process makes production line balancing and capacity forecasting the most troublesome problems for production managers. In this paper, uncertain man-hours are represented as interval grey numbers, and the optimization problem of production line balance in the case of interval grey man-hours is studied to better evaluate the production line capacity.
Design/methodology/approach
First, this paper constructs the basic model of assembly line balance optimization for the single-product scenario, and on this basis constructs an assembly line balance optimization model under the multi-product scenario with the objective function of maximizing the weighted greyscale production line balance rate, second, this paper designs a simulated annealing algorithm to solve problem. A neighborhood search strategy is proposed, based on assembly line balance optimization, an assembly line capacity evaluation method with interval grey man-hour characteristics is designed.
Findings
This paper provides a production line balance optimization scheme with uncertain processing time for multi-product scenarios and designs a capacity evaluation method to provide managers with scientific management strategies so that decision-makers can scientifically solve the problems that the company's design production line is quite different from the actual production situation.
Originality/value
There are few literary studies on combining interval grey number with assembly line balance optimization. Therefore, this paper makes an important contribution in this regard.
Keywords
Acknowledgements
This work was supported by National Natural Science Foundation of China under grant 72171116, the Fundamental Research Funds for the Central Universities under grant NK2023001 and “333 talent” project in Jiangsu Province (China).
Citation
Dang, Z. and Xie, N. (2024), "Assembly line balancing and capacity evaluation based on interval grey processing time", Grey Systems: Theory and Application, Vol. 14 No. 2, pp. 374-395. https://doi.org/10.1108/GS-09-2023-0084
Publisher
:Emerald Publishing Limited
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