Papers Exponential degradation
“Exponential degradation” 태그가 달린 논문 5편 · 필터 해제
A procedure for assessing of machine health index data prediction quality
The paper discusses the challenge of evaluating the prognosis quality of machine health index (HI) data. Many existing solutions in machine health forecasting involve visually assessing the quality of predictions to roug…
Exponential degradationMulti-class ClassificationPrognosisRevisiting the Stability of Stochastic Gradient Descent: A Tightness Analysis
The technique of algorithmic stability has been used to capture the generalization power of several learning models, especially those trained with stochastic gradient descent (SGD). This paper investigates the tightness …
Exponential degradationAircraft engines Remaining Useful Life prediction with an adaptive denoising online sequential Extreme Learning Machine
Remaining Useful Life (RUL) prediction for aircraft engines based on the available run-to-failure measurements of similar systems becomes more prevalent in Prognostic Health Management (PHM) thanks to the new advanced me…
DenoisingExponential degradationManagementCompressing Deep Neural Networks via Layer Fusion
This paper proposes \textit{layer fusion} - a model compression technique that discovers which weights to combine and then fuses weights of similar fully-connected, convolutional and attention layers. Layer fusion can si…
Exponential degradationLanguage ModellingModel CompressionMulti-Sensor Prognostics using an Unsupervised Health Index based on LSTM Encoder-Decoder
Many approaches for estimation of Remaining Useful Life (RUL) of a machine, using its operational sensor data, make assumptions about how a system degrades or a fault evolves, e.g., exponential degradation. However, in m…
DecoderExponential degradationTime SeriesTime Series Analysis