Planning municipal drainage infrastructure maintenance operations with finite available crews: pragmatic optimization approach
Autor(en): |
Ali Bayesteh
Ming Lu Prasanna Lakshminarasimhan |
---|---|
Medium: | Fachartikel |
Sprache(n): | Englisch |
Veröffentlicht in: | Journal of Civil Engineering and Management, 17 September 2024, n. 8, v. 30 |
Seite(n): | 708-719 |
DOI: | 10.3846/jcem.2024.21744 |
Abstrakt: |
This paper proposes a streamlined approach to addressing the problem of allocating finite crew resources to concurrent jobs in the context of municipal drainage infrastructure maintenance. The problem was defined from the perspective of a project manager involved in planning such operations on a day-by-day basis. The problem statement was then transformed into a simplified Integer Linear Programming optimization model. Performance metrics were devised to evaluate the optimization model’s effectiveness. A heuristic algorithm representing the decision-making process by a seasoned planner in the partner company was also developed. Both methods were applied to a case study and contrasted based on the same performance metrics. The findings underscored substantial optimization benefits in rendering decision support in resource-constrained drainage construction operations planning. In conclusion, this research presents an alternative strategy for navigating the complexities inherent in finite crew resource allocation on multiple concurrent drainage projects; lends a cost-effective optimization solution to improving the utilization of finite available crews while satisfying service demands from multiple clients to the largest extent possible. |
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Datenseite - Reference-ID
10805066 - Veröffentlicht am:
10.11.2024 - Geändert am:
10.11.2024