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Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Component-Wise-Markov-Decision-Process\nThis repository provides code for the paper \"Vipul Bansal, Yong Chen, Shiyu Zhou, Component-Wise  Markov Decision Process for Solving Condition Based Maintenance of Large Multi-Component Systems with Economic Dependence\" \nLink: https://www.tandfonline.com/doi/full/10.1080/24725854.2023.2295376?src=exp-la\n\n## Homogeneous System\nUse Transition matrix tm10.jld2\n* Homogeneous (n,N)-Policy.ipynb provides code to implement (n,N)-policy for a homogeneous system. \n* Homogeneous (n,m,N)-policy.ipynb provides code to implement (n,m,N)-policy for a homogeneous system.\n* Homogeneous CW-MDP.ipynb, provides code to implement CW-MDP for a homogeneous system. \n* Homogeneous ACW-MDP.ipynb  provides code to implement ACW-MDP for a homogeneous system.\n\n## Heterogeneous  System\nUse Transition matrix TM_MATRIX\n* Heterogeneous  (n,N)-Policy.ipynb provides code to implement (n,N)-policy for a Heterogeneous  system. \n* Heterogeneous  (n,m,N)-policy.ipynb provides code to implement (n,m,N)-policy for a Heterogeneous  system.\n* Heterogeneous  CW-MDP.ipynb, provides code to implement CW-MDP for a Heterogeneous  system. \n* Heterogeneous  ACW-MDP.ipynb  provides code to implement ACW-MDP for a Heterogeneous  system. \n\n\n## Wind Turbine Case Study \nWind Turbine (n,N)-Policy.ipynb, Wind Turbine (n,m,N)-policy.ipynb,Wind Turbine CW-MDP.ipynb, Wind Turbine ACW-MDP.ipynb provide code for wind turbine case study\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvipul2001%2Fcomponent-wise-markov-decision-process","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fvipul2001%2Fcomponent-wise-markov-decision-process","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fvipul2001%2Fcomponent-wise-markov-decision-process/lists"}