Generating feature sets for fault diagnosis using denoising stacked auto-encoder

R Thirukovalluru, S Dixit, RK Sevakula… - … on Prognostics and …, 2016 - ieeexplore.ieee.org
Recent advancements in sensor technologies and data driven model based techniques
have made intelligent diagnostic systems prominent in machine maintenance frameworks of …

Windows mobile and tablet app for acoustic signature based machine health monitoring

NK Verma, JV Singh, M Gupta, S Dixit… - … on Industrial and …, 2014 - ieeexplore.ieee.org
With the availability of new APIs and IDE, App development has become easier than ever
before. Fast processors, better RAM, better OS functionality and better storage options have …

Feature extraction

NK Verma, A Salour, NK Verma, A Salour - Intelligent Condition Based …, 2020 - Springer
As detailed in Chap. 3, pre-processing of data improves the quality of data. Now, this chapter
proceeds towards the next step of fault diagnosis framework where key characteristics of the …