Simulation based scheduling of crew routing with learning and forgetting effects in repetitive projects

The Line of Balance (LOB) technique is essential for scheduling repetitive projects, offering benefits over the Critical Path Method (CPM) by ensuring consistent workflow and reducing project duration through the learning rate effect. This effect shortens activity durations when the same crew repeats tasks. Consistent crew assignments for each activity are key to maximizing this benefit, as routing crews between activities can disrupt the learning rate momentum. However, crew routing can be cost-effective by lowering indirect costs. This study explores the balance between maintaining distinct crews for each activity and allowing crew routing. Results indicate that while specific crew assignments optimize duration, they require more crews. In contrast, routing reduces the number of crews but extends project duration. The study proposes a simulation approach to optimize crew numbers and movements. However, the study has limitations, as the simulation model must be customized for each specific project, and crew assignments must comply with the model's requirements.

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Publication Details

Journal
Scientific Reports
Published
2025-02-28
DOI
https://doi.org/10.1038/s41598-024-82389-5
Citations
1
Primary Topic
Resource-Constrained Project Scheduling
Type
article
Field-Weighted Citation Impact
2.11

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article

Simulation based scheduling of crew routing with learning and forgetting effects in repetitive projects

Yasmeen A. S. Essawy, Tayseir Hegazy, Hatem S. El-Behairy, Khaled Hamdy
1 citations
Scientific Reports
Resource-Constrained Project Scheduling
2.11
article

Simulation based scheduling of crew routing with learning and forgetting effects in repetitive projects

Yasmeen A. S. Essawy, Tayseir Hegazy, Hatem S. El-Behairy, Khaled Hamdy
article en
1 citations

Abstract

The Line of Balance (LOB) technique is essential for scheduling repetitive projects, offering benefits over the Critical Path Method (CPM) by ensuring consistent workflow and reducing project duration through the learning rate effect. This effect shortens activity durations when the same crew repeats tasks. Consistent crew assignments for each activity are key to maximizing this benefit, as routing crews between activities can disrupt the learning rate momentum. However, crew routing can be cost-effective by lowering indirect costs. This study explores the balance between maintaining distinct crews for each activity and allowing crew routing. Results indicate that while specific crew assignments optimize duration, they require more crews. In contrast, routing reduces the number of crews but extends project duration. The study proposes a simulation approach to optimize crew numbers and movements. However, the study has limitations, as the simulation model must be customized for each specific project, and crew assignments must comply with the model's requirements.

Scientific ReportsVol. 15(1)
Ain Shams University (EG), American University in Cairo (EG)
Ain Shams University
Openalex Percentile: Top 16%
Resource-Constrained Project Scheduling
2.11
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