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Markov Decision Process for OWF Maintenance

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These files contain the code for a Markov decision process, implemented for the evaluation of different maintenance policies for offshore wind farms. You need a folder with monthly transition (Markov) matrices for the wave height and add the path in "app.py". Note that the wave bin-size used to generate the Markov matrices needs to be the same as the bin-size used in the MDP.

Licensed under Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

You are free to:

Share — copy and redistribute the material in any medium or format
Adapt — remix, transform, and build upon the material

Under the following terms:

Attribution — You must give appropriate credit, provide a link to the license, and indicate if changes were made. You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.

NonCommercial — You may not use the material for commercial purposes. 

To cite this code, please refer to: H Seyr and M Muskulus, Use of Markov Decision Processes in the Evaluation of Corrective Maintenance Scheduling Policies for Offshore Wind Farms; Energies. 2019; 12(15):2993; https://doi.org/10.3390/en12152993

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