An EfficientNet-based Weighted Ensemble Model for Industrial Machine Malfunction Detection Using Acoustic Signals
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3160179
Abstract: Detecting and preventing industrial machine failures are significant in the modern manufacturing industry because machine failures substantially increase both maintenance and manufacturing costs. Recently, state-of-the-art deep learning techniques that use acoustic signals have been widely… read more here.
Keywords: machine; malfunction detection; model; machine malfunction ... See more keywords
Malfunction Detection of the Cooling System in Air-Forced Power Transformers Using Online Thermal Monitoring
Sign Up to like & getrecommendations! Published in 2017 at "IEEE Transactions on Power Delivery"
DOI: 10.1109/tpwrd.2016.2597296
Abstract: In order to make the best use of the existing assets, monitoring of power transformers provides the ability to continuously assess the overload capability of transformers. This can be more economically advantageous than the extension… read more here.
Keywords: cooling system; power transformers; system; malfunction detection ... See more keywords