Optimization Method of Equipment Maintenance Resource Scheduling Based on Hidden Semi-Markov Model

Pengrui Wang, Bailin Liu, Tao Zhao, Pengxiang Cao
2021 International Journal of Advanced Network, Monitoring, and Controls  
Aiming at the problems of uneven distribution of maintenance resources and poor planning in the process of complex equipment maintenance, a complex equipment maintenance resource scheduling optimization method based on the hidden semi-Markov model is proposed. Establish a hidden semi-Markov model based on the monitoring data of each maintenance point to evaluate the health status of the equipment, and calculate the importance and priority of each maintenance point based on the health status.
more » ... ablish the transportation time matrix between the support points and the maintenance points, and propose the maintenance resource scheduling plan between the maintenance points and the support points. The experimental results show that using the monitoring data of four self-propelled artillery to be repaired, the accuracy of the calculated priority is 1.2% higher than the importance. Therefore, the priority of the maintenance point is selected to optimize the resource scheduling plan under the condition of meeting the task requirements and the given maintenance support resources, and shorten the average waiting time of the self-propelled artillery.
doi:10.21307/ijanmc-2021-013 fatcat:p5r4gczzh5ds5p2qouarq452je