Planning municipal drainage infrastructure maintenance operations with finite available crews: pragmatic optimization approach
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.
Authors
- Ali Bayesteh
- Ming Lu (ORCID: https://orcid.org/0000-0001-6174-7528)
- Prasanna Lakshminarasimhan
Institutions
- Alberta Environment and Protected Areas (CA)
- University of Alberta (CA)
Publication Details
- Journal
- Journal of Civil Engineering and Management
- Published
- 2024-10-11
- DOI
- https://doi.org/10.3846/jcem.2024.21744
- Primary Topic
- Water Systems and Optimization
- Type
- article
- Field-Weighted Citation Impact
- 0.00