Browsing NTNU Open by Author "Yousefi, Sina"
Now showing items 1-2 of 2
-
A Data-Driven Approach for Fault Classification of a Manufacturing Process
Yousefi, Sina (Master thesis, 2022)Fault diagnosis is among the most crucial steps in maintenance strategies to sustain the health of machine tools. Traditionally, fault diagnosis was performed based on engineers' vast expertise and technical understanding. ... -
Intelligent Fault Diagnosis of Manufacturing Processes Using Extra Tree Classification Algorithm and Feature Selection Strategies
Yousefi, Sina; Yin, Shen; Alfarizi, Muhammad Gibran (Journal article; Peer reviewed, 2023)Fault diagnosis is integral to maintenance practices, ensuring optimal machinery functionality. While traditional methods relied on human expertise, intelligent fault diagnosis techniques, propelled by machine learning ...