Deep reinforcement learning based preventive maintenance policy for serial production lines
暂无分享,去创建一个
Jing Huang | Qing Chang | Jorge Arinez | J. Arinez | Q. Chang | Jing Huang
[1] Hui Li,et al. Optimal policy for structure maintenance: A deep reinforcement learning framework , 2020 .
[2] Guillaume Perrin,et al. Adaptive early classification of temporal sequences using deep reinforcement learning , 2020, Knowl. Based Syst..
[3] Matthew E. Taylor,et al. A survey and critique of multiagent deep reinforcement learning , 2019, Autonomous Agents and Multi-Agent Systems.
[4] Feng Ju,et al. Flexible preventative maintenance for serial production lines with multi-stage degrading machines and finite buffers , 2019, IISE Trans..
[5] Jing Huang,et al. A Maintenance and Energy Saving Joint Control Scheme for Sustainable Manufacturing Systems , 2019 .
[6] Jing Zou,et al. Production System Performance Identification Using Sensor Data , 2018, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[7] Jorge Arinez,et al. A Real-Time Maintenance Policy for Multi-Stage Manufacturing Systems Considering Imperfect Maintenance Effects , 2018, IEEE Access.
[8] Marc Peter Deisenroth,et al. Deep Reinforcement Learning: A Brief Survey , 2017, IEEE Signal Processing Magazine.
[9] Stanley B. Gershwin,et al. Performance evaluation of a two-machine line with a finite buffer and condition-based maintenance , 2017, Reliab. Eng. Syst. Saf..
[10] Jorge Arinez,et al. Dynamic production system diagnosis and prognosis using model-based data-driven method , 2017, Expert Syst. Appl..
[11] Xiao Wang,et al. Multi-agent reinforcement learning based maintenance policy for a resource constrained flow line system , 2016, J. Intell. Manuf..
[12] K. Wang,et al. Intelligent Predictive Maintenance ( IPdM ) System – Industry 4.0 Scenario , 2016 .
[13] Demis Hassabis,et al. Mastering the game of Go with deep neural networks and tree search , 2016, Nature.
[14] Shane Legg,et al. Human-level control through deep reinforcement learning , 2015, Nature.
[15] Cong Zhao,et al. Analysis and Improvement of Multiproduct Bernoulli Serial Lines: Theory and Application , 2015, IEEE Transactions on Systems, Man, and Cybernetics: Systems.
[16] Maxim Finkelstein,et al. An optimal age-based group maintenance policy for multi-unit degrading systems , 2015, Reliab. Eng. Syst. Saf..
[17] Tangbin Xia,et al. Production-driven opportunistic maintenance for batch production based on MAM-APB scheduling , 2015, Eur. J. Oper. Res..
[18] V. Ebrahimipour,et al. Multi-objective modeling for preventive maintenance scheduling in a multiple production line , 2015, J. Intell. Manuf..
[19] Shahrul Kamaruddin,et al. Opportunistic maintenance (OM) as a new advancement in maintenance approaches , 2014 .
[20] Napsiah Ismail,et al. Maintenance scheduling incorporating dynamics of production system and real-time information from workstations , 2013, J. Intell. Manuf..
[21] Wenbin Wang,et al. An overview of the recent advances in delay-time-based maintenance modelling , 2012, Reliab. Eng. Syst. Saf..
[22] Stephan Biller,et al. The Costs of Downtime Incidents in Serial Multistage Manufacturing Systems , 2012 .
[23] José A. Ramírez-Hernández,et al. Optimization of Preventive Maintenance scheduling in semiconductor manufacturing models using a simulation-based Approximate Dynamic Programming approach , 2010, 49th IEEE Conference on Decision and Control (CDC).
[24] E. G. Kyriakidis,et al. Optimal maintenance of two stochastically deteriorating machines with an intermediate buffer , 2010, Eur. J. Oper. Res..
[25] Divya Pandey,et al. Joint consideration of production scheduling, maintenance and quality policies: a review and conceptual framework , 2010, Int. J. Adv. Oper. Manag..
[26] Alaa Chateauneuf,et al. Opportunistic policy for optimal preventive maintenance of a multi-component system in continuous operating units , 2009, Comput. Chem. Eng..
[27] Jingshan Li,et al. Throughput analysis of production systems: recent advances and future topics , 2009 .
[28] Matthieu van der Heijden,et al. Joint optimisation of spare part inventory, maintenance frequency and repair capacity for k-out-of-N systems , 2009 .
[29] Rommert Dekker,et al. Optimal maintenance of multi-component systems: a review , 2008 .
[30] Antoine Grall,et al. Joint modelling and optimization of monitoring and maintenance performance for a two-unit parallel system , 2007 .
[31] Hongzhou Wang,et al. A survey of maintenance policies of deteriorating systems , 2002, Eur. J. Oper. Res..
[32] Meng-Hua Ye. Optimal replacement policy with stochastic maintenance and operation costs , 1990 .
[33] Sheldon M. Ross,et al. Introduction to probability models , 1975 .