Blar i Scientific Publications in Engineering Sciences på forfatter "Klausen, Andreas"
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Health Indicator for Low-speed Axial Bearings using Variational Autoencoders
Hemmer, Martin; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar; Waag, Tor Inge (Journal article; Peer reviewed, 2020) -
A Novel Technique for Modeling Vehicle Crash using Lumped Parameter Models
Noorsumar, Gulshan; Rogovchenko, Svitlana; Robbersmyr, Kjell Gunnar; Vysochinskiy, Dmitry; Klausen, Andreas (Chapter; Peer reviewed, 2021)This paper presents a novel technique for modeling a full frontal vehicle crash. The crash event is divided into two phases; the first until maximum crush and the second part when the vehicle starts pitching forward. This ... -
Rapid Diagnosis of Induction Motor Electrical Faults using Convolutional Autoencoder Feature Extraction
Husebø, Arild Bergesen; Kandukuri, Surya Teja; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (Journal article; Peer reviewed, 2020) -
RMS Based Health Indicators for Remaining Useful Lifetime Estimation of Bearings
Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar (Peer reviewed; Journal article, 2022)Estimating the remaining useful life (RUL) of bearings from healthy to faulty is important for predictive maintenance. The bearing fault severity can be estimated based on the energy or root mean square (RMS) of vibration ... -
Simulation-driven Deep Classification of Bearing Faults from Raw Vibration Data
Hemmer, Martin; Klausen, Andreas; Huynh, Khang; Robbersmyr, Kjell Gunnar; Waag, Tor Inge (Journal article; Peer reviewed, 2019)