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nikolaiwest/README.md

Hi there 👋

I work at the Institute for Production Systems at TU Dortmund University and I am doing my doctorate.

I am currently dealing with the detection of anomalies in time series data, with the main area of application coming from screwdriving systems.

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  1. 2023-anomaly-detection-hicss 2023-anomaly-detection-hicss Public

    Accompanying repository for a comparative study of machine learning approaches for anomaly detection in industrial screw driving data

    Python 1

  2. 2022-anomaly-detection-cirp 2022-anomaly-detection-cirp Public

    Python 1

  3. 2021-reinforcement-learning-asim 2021-reinforcement-learning-asim Public

    Contribution to the 19th ASIM Conference for Simulation in Production and Logistics

    Jupyter Notebook

  4. 2023-prepflow-webtool-bottleneck 2023-prepflow-webtool-bottleneck Public

    A online webtool for bottleneck prediction from the research project PrEPFlow

    Python

  5. 2023-bottleneck-prediction-icrcet 2023-bottleneck-prediction-icrcet Public

    Multivariate time series forecasting for multi-step prediction of throughput bottlenecks using Long Short-Term Memory networks

    Python 3

  6. 2023_bottleneck_diagnosis_arxiv 2023_bottleneck_diagnosis_arxiv Public

    Data-driven approach for diagnostic analysis of dynamic bottlenecks in serial manufacturing systems

    Python