Abstract
Mass rapid transit (MRT) maintenance systems enable owners to make optimal decisions for site selection and preventive maintenance plans while considering the total operating costs. To ensure that the MRT planning system is effective, it is essential to construct a maintenance cost plan. This study implements the mathematical planning method to establish a comprehensive plan for route maintenance and preventive maintenance for the Taoyuan MRT based on the minimum total operating cost as the target, and meets the practical emergency repair time limit, site location distance and other relevant constraints. This study developed and evaluated novel heuristic algorithms with CPLEX software. Sensitivity analysis was also conducted to test the model’s effectiveness. The proposed model establishes the optimum maintenance cost and finds the critical parameters that affect overall cost within 1% error, maintaining service quality. The proposed model is an accurate tool for engineers to reduce time-consuming procedures.
| Original language | English |
|---|---|
| Pages (from-to) | 1065-1080 |
| Number of pages | 16 |
| Journal | Engineering Optimization |
| Volume | 56 |
| Issue number | 7 |
| DOIs | |
| State | Published - 2024 |
Keywords
- MRT maintenance base
- heuristic algorithm
- location selection
- mathematical programming
- preventive maintenance assignment