4 papers
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…
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…
Continuously-tunable light-matter coupling in optical microcavities with 2D semiconductors
Franziska Wall, Oliver Mey, Lorenz Maximilian Schneider +1
A theoretical variation between the two distinct light-matter coupling regimes, namely weak and strong coupling, becomes uniquely feasible in open optical Fabry-Pérot microcavities…
Enhancement of the Monolayer WS2 Exciton Photoluminescence with a 2D-Material/Air/GaP In-Plane Microcavity
Oliver Mey, Franziska Wall, Lorenz Maximilian Schneider +8
Light-matter interaction with two-dimensional materials gained significant attention in recent years leading to the reporting of weak and strong coupling regimes, and effective nan…