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  1. 2023_pxm_rl_caie 2023_pxm_rl_caie Public

    Wesendrup, Kevin; Hellingrath, Bernd (2023): Post-prognostics demand management, production, spare parts and maintenance planning for a single-machine system using Reinforcement Learning. In Comput…

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  2. 2023_pxm_extruder 2023_pxm_extruder Public

    Wesendrup, K., & Hellingrath, B. (2024). Joint Prescriptive Maintenance and Production Planning and Control Process Simulation for Extrusion System, International Journal of the Prognostics and Hea…

    Jupyter Notebook

  3. 2024_pxm_edp 2024_pxm_edp Public

    Failure prediction and prescriptive maintenance model for electrophoretic dip coating system. Wesendrup, K., Mustafa, M. & Hellingrath, B. (2024). Degradation-agnostic integrated prescriptive maint…

    Jupyter Notebook

  4. 2023_pxm_rl_ifac 2023_pxm_rl_ifac Public

    Wesendrup, Kevin; Hellingrath, Bernd (2023): ML2-enabled Condition-based Demand, Production, Inventory, and Maintenance Planning. In : IFAC World Congress 2023. IFAC World Congress 2023, pp. 7182–7…

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  5. 2019_pdm_hard_drive 2019_pdm_hard_drive Public

    My Master's thesis project for fault prognostics and predictive maintenance of hard drives

    Jupyter Notebook

  6. 2018_ai_transport 2018_ai_transport Public

    Project Artificial Intelligence in Operational Transportation Optimization. Developed two prototypes, one for transport order (TO) classification and another for email classification that can be us…

    Jupyter Notebook