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


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International Journal of Advanced Network, Monitoring and Controls

Xi'an Technological University

Subject: Computer Science, Software Engineering


eISSN: 2470-8038






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VOLUME 6 , ISSUE 2 (Jul 2021) > List of articles

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

Pengrui Wang * / Bailin Liu * / Tao Zhao * / Pengxiang Cao *

Keywords : Hidden Semi-Markov Model, Maintenance Resources, Resource Conflict, Resource Scheduling, Scheduling Optimization Model

Citation Information : International Journal of Advanced Network, Monitoring and Controls. Volume 6, Issue 2, Pages 23-31, DOI: https://doi.org/10.21307/ijanmc-2021-013

License : (CC-BY-NC-ND 4.0)

Published Online: 12-July-2021



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Figure 1.

Parameter mapping for hidden Semi-markov moder

Figure 2.

Maintenance resource scheduling optimization process based on hidden semi-Markov model

Figure 3.

Hidden semi-Markov model training curve


  1. FU Qijian. Research on Equipment Maintenance Support Resource Scheduling Based on E-CARGO Model [D]. Nanjing University, 2018.
  2. CAO Jiping, SONG Jianshe, WANG Zhengyuan, HUANG Chao. Study on optimization dispatching method of the equipment maintenance support resources in wartime [J]. Systems Engineering and Electronics, 2007(06):915–919.
  3. LIU Zhiyong, CHENG Zhonghua, ZHAO Mei. Research on Key Model of Maintenance Resource Scheduling System Oriented to Health Management [J]. Mathematics practice and knowledge, 2016, 46(08):9–16.
  4. YU Shuangshuang, WANG Tiening, LI Ning, YUN Chao. Decision Model and Algorithm of Equipment Support Resource Scheduling [J]. Firepower and Command Control, 2016, 41(07):71–76.
  5. FENG Jian, ZHANG Jiaying, MA Lei. Research on Optimal Scheduling of Equipment Maintenance Resources [J]. Logistics technology, 2010, 29(20):153–155.
  6. ZOU Ming, JIANG Liping, SU Si. Resource Scheduling of Aviation Equipment Support Based on Genetic Algorithm [J]. Ordnance Industry Automation, 2009, 28(11):24–26+32.
  7. PENG Yixuan. Research on Resource Scheduling and Optimization of Equipment Maintenance Support in Cloud Environment [D]. Nanjing University, 2020.
  8. WANG Hong, DUI Xingliang, ZHAO Yingjun. Design and Realization of Equipment Support Simulation System for Ground-to-Air Missile in Wartime [J]. Computer Simulation, 2020, 37(02):78–81.
  9. Ravi Gatti, Shiva Shankar. Bidirectional resource scheduling algorithm for advanced long term evolution system [J]. Engineering Reports, 2020, 2(7).
  10. Nikolaos Nikolakis, Apostolos Papavasileiou, Konstantinos Dimoulas, Kiriakos Bourmpouchakis, Sotirios Makris. On a versatile scheduling concept of maintenance activities for increased availability of production resources [J]. Procedia CIRP, 2018, 78.
  11. Tatiana V. Avdeenko, Yuriy A. Mezentsev, Igor V. Estraykh. Heuristic Approach to Unrelated Parallel Machines Scheduling under Availability and Resource Constraints [J]. IFAC Papers on Line, 2017, 50(1).
  12. Yuexuan Wang, Jie Yin. A reliable scheduling method in equipment grid using provenance information [J]. Information Systems Frontiers, 2013, 15(4).
  13. Richard A. Garrett, Thomas C. Sharkey, Martha Grabowski, William A. Wallace. Dynamic resource allocation to support oil spill response planning for energy exploration in the Arctic [J]. European Journal of Operational Research, 2017, 257(1).
  14. WU Lisong, YANG Dongsheng. Petri-net Modeling for Resource Scheduling in support of Maintenance Service [J]. Chinese Joumal of Ship Research, 2007(02):67–70+80.
  15. CAO Jiping, SONG Jianshe, GUO Jun, LIU Jianping. Optimization Dispatching Arithmetic of Equipment Maintenance Support Resource in Wartime [J]. Journal of System Simulation, 2007(15):3390–3394.
  16. CAO Jiping, SONG Jianshe, ZHU Yu, GUO Jun. Research on Battlefield Maintenance Optimization Scheduling of Multi-requirement-point and Multi-resource [J]. Acta Armamentarius, 2008(08):995–1000.
  17. NIU Tianlin, WANG Jie, LV Wei. Researches of Information-based Equipment Maintenance Resources Supporting in Battlefield [J]. Command Control and Simulation, 2009, 31(03):111–113.