Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic
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, uncertain...
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doaj-16746ab61a1c49bd91ea5f7a702e6f472021-07-23T14:03:32ZengMDPI AGProcesses2227-97172021-07-0191255125510.3390/pr9071255Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive HeuristicLei Yue0Yarong Chen1Jabir Mumtaz2Saif Ullah3School of Mechanical and Electrical Engineering, Guangzhou University, Guangzhou 510006, ChinaSchool of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, ChinaCollege of Mechanical and Electronic Engineering, Wenzhou University, Wenzhou 325035, ChinaDepartment of Industrial Engineering, University of Engineering and Technology, Taxila 47080, PakistanDynamic 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.https://www.mdpi.com/2227-9717/9/7/1255dynamic lotsizingschedulingplanning horizonflexible production linesconstructive heuristic |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Lei Yue Yarong Chen Jabir Mumtaz Saif Ullah |
spellingShingle |
Lei Yue Yarong Chen Jabir Mumtaz Saif Ullah Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic Processes dynamic lotsizing scheduling planning horizon flexible production lines constructive heuristic |
author_facet |
Lei Yue Yarong Chen Jabir Mumtaz Saif Ullah |
author_sort |
Lei Yue |
title |
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic |
title_short |
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic |
title_full |
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic |
title_fullStr |
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic |
title_full_unstemmed |
Dynamic Mixed Model Lotsizing and Scheduling for Flexible Machining Lines Using a Constructive Heuristic |
title_sort |
dynamic mixed model lotsizing and scheduling for flexible machining lines using a constructive heuristic |
publisher |
MDPI AG |
series |
Processes |
issn |
2227-9717 |
publishDate |
2021-07-01 |
description |
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. |
topic |
dynamic lotsizing scheduling planning horizon flexible production lines constructive heuristic |
url |
https://www.mdpi.com/2227-9717/9/7/1255 |
work_keys_str_mv |
AT leiyue dynamicmixedmodellotsizingandschedulingforflexiblemachininglinesusingaconstructiveheuristic AT yarongchen dynamicmixedmodellotsizingandschedulingforflexiblemachininglinesusingaconstructiveheuristic AT jabirmumtaz dynamicmixedmodellotsizingandschedulingforflexiblemachininglinesusingaconstructiveheuristic AT saifullah dynamicmixedmodellotsizingandschedulingforflexiblemachininglinesusingaconstructiveheuristic |
_version_ |
1721286057678340096 |