LAPSE:2023.5632
Published Article

LAPSE:2023.5632
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic
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.
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.
Record ID
Keywords
constructive heuristic, dynamic lotsizing, flexible production lines, planning horizon, Scheduling
Subject
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:2023.5632
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
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
Record Map
Published Article

LAPSE:2023.5632
This Record
External Link

https://doi.org/10.3390/pr9071255
Publisher Version
Download
Meta
Record Statistics
Record Views
578
Version History
[v1] (Original Submission)
Feb 23, 2023
Verified by curator on
Feb 23, 2023
This Version Number
v1
Citations
Most Recent
This Version
URL Here
https://psecommunity.org/LAPSE:2023.5632
Record Owner
Auto Uploader for LAPSE
Links to Related Works
(0.07 seconds)
[0.08 s]
