Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach.
Andreas B. OfnerAchilles KefalasStefan PoschBernhard C. GeigerPublished in: CoRR (2022)
Keyphrases
- convolutional neural network
- detection accuracy
- face detection
- detection algorithm
- detection method
- detection rate
- object detection
- false positives
- theoretical framework
- change detection
- automatic detection
- sensitivity analysis
- detection scheme
- dynamic time warping
- computational model
- anomaly detection
- false alarms
- artificial intelligence
- event detection
- theoretical basis
- multivariate time series
- detect anomalies
- fuel injection