Browsing by Subject "Fault detection"

Now showing items 1-3 of 3

Fault detection and predictive maintenance in IoT-based building management system using machine learning

Sabuj, Khaja Sheikh Imran; Chowdhury, Saifullah; Mehedi, Fahim Hasan; Chakraborty, Pritam; Arnob, Shafarse Simeon (Brac University, 2022-01)

Infrastructures in the modern era are incorporating the Internet of Things (IoT) in everything from complex building automation systems (BAS) to individual small devices, emphasizing the importance of Predictive Maintenance. ...
Fault detection in waste water treatment plant using statistical analysis & machine learning

Haque, Md. Ezazul; Islam, Md. Mazed Ul; Rahat, Noor A Elahi; Amin, Md. Mahmudul (Brac University, 2019-12)

A suitable model needs to be developed for detecting fault of wastewater treatment plant in order to monitor, predict plant performance and for reducing environment pollutions. Main objective of this study is to introduce ...
A texture based industrial fault diagnosis model using Gammatone Filter Bank and transfer learning

Morshed, Atique; Siraj, Farhan Md.; Munim, Abu Sadat MD.; Ayon, Tasnimul Karim; Goni, Saad Rafsan (Brac University, 2021-09)

Rapid industrial growth has increased the vulnerability of systems to malfunction and permanent damage. Fault detection systems have been installed to prevent such occurrences. In order to eliminate potential life-threatening ...