LAPSE:2023.5632v1
Published Article
LAPSE:2023.5632v1
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic
Lei Yue, Yarong Chen, Jabir Mumtaz, Saif Ullah
February 23, 2023
Abstract
Dynamic lotsizing and scheduling on multiple lines to meet the customer due dates is significant in multi-line production environments. Therefore, this study investigates dynamic lotsizing and scheduling problems in multiple flexible machining lines considering mixed products. In addition, uncertainty in demand and machine failure is considered. A mathematical model is proposed for the considered problem with an aim to maximize the probability of completion of product models from different customer orders. A constructive heuristic method (CHLP) is proposed to solve the current problem. The proposed heuristic involves the steps to distribute different customer order demands among multiple lines and schedule them considering balancing of makespan between the lines. The performance of CHLP is measured with famous heuristics from the literature, based on the test problem instances. Results indicate that CHLP gives better results in terms of quality of results as compared to other famous literature heuristics.
Keywords
constructive heuristic, dynamic lotsizing, flexible production lines, planning horizon, Scheduling
Suggested Citation
Yue L, Chen Y, Mumtaz J, Ullah S. Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic. (2023). LAPSE:2023.5632v1
Author Affiliations
Yue L: School of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou 510006, China; School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China
Chen Y: School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, China; College of Mechanical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China
Mumtaz J: College of Mechanical and Electronic Engineering, Wenzhou University, Wenzhou 325035, China; Mechanical Engineering Department, The University of Lahore, Islamabad 45750, Pakistan [ORCID]
Ullah S: Department of Industrial Engineering, University of Engineering and Technology, Taxila 47080, Pakistan
Journal Name
Processes
Volume
9
Issue
7
First Page
1255
Year
2021
Publication Date
2021-07-20
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr9071255, Publication Type: Journal Article
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LAPSE:2023.5632v1
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https://doi.org/10.3390/pr9071255
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Feb 23, 2023
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CC BY 4.0
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