1 code implementation • 15 Jun 2021 • Cheng Feng, Pengwei Tian
Recent advances in AIoT technologies have led to an increasing popularity of utilizing machine learning algorithms to detect operational failures for cyber-physical systems (CPS).
no code implementations • 19 Apr 2020 • Cheng Feng, Xiao Liang, Daniel Schneegass, PengWei Tian
Therefore, in order to enhance the reliability of sensing applications, apart from the physical phenomena/processes of interest, we believe it is also highly important to monitor the reliability of sensors and clean the sensor data before analysis on them being conducted.
no code implementations • 27 Aug 2019 • Changwei Loh, Daniel Schneegass, Pengwei Tian
We show a data-driven approach to discover the underlying structural form of the mathematical equation governing the dynamics of multiple but similar systems induced by the same mechanisms.