Proposing a Lean-Optimized Scheduling Model of Mixed-Flow Prefabricated Component Production in Off-Site ConstructionSource: Journal of Construction Engineering and Management:;2024:;Volume ( 150 ):;issue: 008::page 04024088-1DOI: 10.1061/JCEMD4.COENG-14393Publisher: American Society of Civil Engineers
Abstract: The scheduling of prefabricated component production is crucial for production efficiency and timely delivery in off-site construction (OSC). However, the prevalence of mixed-flow production in prefabrication renders conventional scheduling methods inadequate, leading to cost overruns and waiting issues. This study introduces a lean-based mixed-flow production scheduling approach to address the scheduling challenges in mixed-flow prefabrication. Guided by lean principles, this research analyzes the mixed-flow production process and process wastes, resolving issues of group production, pull production, and overall scheduling enhancement through multiobjective optimization modeling. A nondominated sorting genetic algorithm II (NSGA-II) based solution algorithm was established to minimize completion times, tardiness/earliness penalty, and type changes, thereby eliminating waste and ensuring continuous production. The effectiveness of the proposed approach was validated through a real case study, showing an average 1.84% reduction in makespan, 24.19% cost savings, and 36.03% reduction in waiting times compared to conventional nonlean optimization methods, while demonstrating good stability and reliability. This study innovates in engineering scheduling management and contributes to the development of lean construction theory, providing concrete support for component suppliers’ successful delivery and promoting further development in OSC.
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contributor author | Ruiyan Zheng | |
contributor author | Zhongfu Li | |
contributor author | Long Li | |
contributor author | Yudan Dou | |
contributor author | Mengqi Yuan | |
contributor author | Xianfei Yin | |
date accessioned | 2024-12-24T10:21:11Z | |
date available | 2024-12-24T10:21:11Z | |
date copyright | 8/1/2024 12:00:00 AM | |
date issued | 2024 | |
identifier other | JCEMD4.COENG-14393.pdf | |
identifier uri | http://yetl.yabesh.ir/yetl1/handle/yetl/4298762 | |
description abstract | The scheduling of prefabricated component production is crucial for production efficiency and timely delivery in off-site construction (OSC). However, the prevalence of mixed-flow production in prefabrication renders conventional scheduling methods inadequate, leading to cost overruns and waiting issues. This study introduces a lean-based mixed-flow production scheduling approach to address the scheduling challenges in mixed-flow prefabrication. Guided by lean principles, this research analyzes the mixed-flow production process and process wastes, resolving issues of group production, pull production, and overall scheduling enhancement through multiobjective optimization modeling. A nondominated sorting genetic algorithm II (NSGA-II) based solution algorithm was established to minimize completion times, tardiness/earliness penalty, and type changes, thereby eliminating waste and ensuring continuous production. The effectiveness of the proposed approach was validated through a real case study, showing an average 1.84% reduction in makespan, 24.19% cost savings, and 36.03% reduction in waiting times compared to conventional nonlean optimization methods, while demonstrating good stability and reliability. This study innovates in engineering scheduling management and contributes to the development of lean construction theory, providing concrete support for component suppliers’ successful delivery and promoting further development in OSC. | |
publisher | American Society of Civil Engineers | |
title | Proposing a Lean-Optimized Scheduling Model of Mixed-Flow Prefabricated Component Production in Off-Site Construction | |
type | Journal Article | |
journal volume | 150 | |
journal issue | 8 | |
journal title | Journal of Construction Engineering and Management | |
identifier doi | 10.1061/JCEMD4.COENG-14393 | |
journal fristpage | 04024088-1 | |
journal lastpage | 04024088-15 | |
page | 15 | |
tree | Journal of Construction Engineering and Management:;2024:;Volume ( 150 ):;issue: 008 | |
contenttype | Fulltext |