Title | The Mixed Deterministic and Stochastic Demand Models for Mass Rapid Transit Carriage Maintenance Shift Setting and Manpower Supply Planning in Long-Term Operations |
Author | Shangyao Yan, Chia-Hung Chen and Tsung-Sheng Yeh |
Summary | In this research, based on the MRT plant perspective we develop two mixed deterministic and stochastic demand manpower supply planning models for MRT plant long-term operations. These models are formulated as mixed in-teger programs that are characterized as NP-hard. We employ problem decom-position techniques, coupled with a CPLEX mathematical programming solver, to develop heuristics that can efficiently solve the problems. To evaluate the models and the method used in current practice in actual operations, we de-velop a simulation-based evaluation method as well. Finally, we perform a case study using real operating data from a Taiwan MRT maintenance plant. The preliminary results are good, showing that the models could be useful for plan-ning carriage maintenance manpower supply. |
Vol. | 37 |
No. | 1 |
Page | 79 |
Year | 2008 |
Month | 3 |