77 citations · 112 across the 5 of their papers we have counts for
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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…
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…