KPI Extraction from Maintenance Work Orders—A Comparison of Expert Labeling, Text Classification and AI-Assisted Tagging for Computing Failure Rates of Wind Turbines
Lutz, Marc-Alexander, Schäfermeier, Bastian, Sexton, Rachael, Sharp, Michael, Dima, Alden, Faulstich, Stefan, Aluri, Jagan Mohini
Published in Energies (Basel) (01.12.2023)
Published in Energies (Basel) (01.12.2023)
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Journal Article
Digitalization Workflow for Automated Structuring and Standardization of Maintenance Information of Wind Turbines into Domain Standard as a Basis for Reliability KPI Calculation
Lutz, Marc-Alexander, Walgern, Julia, Beckh, Katharina, Schneider, Juliane, Faulstich, Stefan, Pfaffel, Sebastian
Published in Journal of physics. Conference series (01.04.2022)
Published in Journal of physics. Conference series (01.04.2022)
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Journal Article
Textual Explanations for Automated Commentary Driving
Kuhn, Marc Alexander, Omeiza, Daniel, Kunze, Lars
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
Published in 2023 IEEE Intelligent Vehicles Symposium (IV) (04.06.2023)
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Conference Proceeding
Autoencoder-based anomaly root cause analysis for wind turbines
Roelofs, Cyriana M.A., Lutz, Marc-Alexander, Faulstich, Stefan, Vogt, Stephan
Published in Energy and AI (01.06.2021)
Published in Energy and AI (01.06.2021)
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Journal Article
Evaluation of Anomaly Detection of an Autoencoder Based on Maintenace Information and Scada-Data
Lutz, Marc-Alexander, Vogt, Stephan, Berkhout, Volker, Faulstich, Stefan, Dienst, Steffen, Steinmetz, Urs, Gück, Christian, Ortega, Andres
Published in Energies (Basel) (01.03.2020)
Published in Energies (Basel) (01.03.2020)
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Journal Article
What MEMS Research and Development Can Learn from a Production Environment
Niekiel, Malte Florian, Meyer, Jana Marie, Lewitz, Hanna, Kittmann, Anne, Nowak, Marc Alexander, Lofink, Fabian, Meyners, Dirk, Zollondz, Jens-Hendrik
Published in Sensors (Basel, Switzerland) (13.06.2023)
Published in Sensors (Basel, Switzerland) (13.06.2023)
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Journal Article
In-Flight Test Campaign to Validate PIO Detection and Assessment Tools
Jones, Michael, Alexander, Marc, Höfinger, Marc, Barnett, Miles, Comeau, Perry, Gubbels, Arthur
Published in Aerospace (01.09.2020)
Published in Aerospace (01.09.2020)
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Journal Article
A multiscale fracture model using peridynamic enrichment of finite elements within an adaptive partition of unity: Experimental validation
Birner, Matthias, Diehl, Patrick, Lipton, Robert, Schweitzer, Marc Alexander
Published in Mechanics research communications (01.05.2024)
Published in Mechanics research communications (01.05.2024)
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Journal Article
An adaptive hp-version of the multilevel particle–partition of unity method
Schweitzer, Marc Alexander
Published in Computer methods in applied mechanics and engineering (01.03.2009)
Published in Computer methods in applied mechanics and engineering (01.03.2009)
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Journal Article
Conference Proceeding
Orbital-enriched flat-top partition of unity method for the Schrödinger eigenproblem
Albrecht, Clelia, Klaar, Constanze, Pask, John Ernest, Schweitzer, Marc Alexander, Sukumar, N., Ziegenhagel, Albert
Published in Computer methods in applied mechanics and engineering (01.12.2018)
Published in Computer methods in applied mechanics and engineering (01.12.2018)
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Journal Article
OORD: The Oxford Offroad Radar Dataset
Gadd, Matthew, Martini, Daniele De, Bartlett, Oliver, Murcutt, Paul, Towlson, Matt, Widojo, Matthew, Musat, Valentina, Robinson, Luke, Panagiotaki, Efimia, Pramatarov, Georgi, Kuhn, Marc Alexander, Marchegiani, Letizia, Newman, Paul, Kunze, Lars
Published in IEEE transactions on intelligent transportation systems (26.08.2024)
Published in IEEE transactions on intelligent transportation systems (26.08.2024)
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Journal Article