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eess.SP2021
Prediction of Energy Consumption for Variable Customer Portfolios Including Aleatoric Uncertainty Estimation
Oliver Mey, André Schneider, Olaf Enge-Rosenblatt +2
Using hourly energy consumption data recorded by smart meters, retailers can estimate the day-ahead energy consumption of their customer portfolio. Deep neural networks are especia…
eess.SP2020
Machine Learning-Based Unbalance Detection of a Rotating Shaft Using Vibration Data
Oliver Mey, Willi Neudeck, André Schneider +1
Fault detection at rotating machinery with the help of vibration sensors offers the possibility to detect damage to machines at an early stage and to prevent production downtimes b…