77 citations · 78 across the 3 of their papers we have counts for
3 papers
stat.AP2017★ 1 cited
Image-Based Prognostics Using Penalized Tensor Regression
Xiaolei Fang, Kamran Paynabar, Nagi Gebraeel
This paper proposes a new methodology to predict and update the residual useful lifetime of a system using a sequence of degradation images. The methodology integrates tensor linea…
cs.DC2017
Scalable Architecture for Anomaly Detection and Visualization in Power Generating Assets
Paras Jain, Chirag Tailor, Sam Ford +5
Power-generating assets (e.g., jet engines, gas turbines) are often instrumented with tens to hundreds of sensors for monitoring physical and performance degradation. Anomaly detec…
stat.AP2011★ 77 cited
Degradation modeling applied to residual lifetime prediction using functional data analysis
Rensheng R. Zhou, Nicoleta Serban, Nagi Gebraeel
Sensor-based degradation signals measure the accumulation of damage of an engineering system using sensor technology. Degradation signals can be used to estimate, for example, the…