Area of research
Atmospheric Science · Artificial Intelligence
Research interest
Research topics from publications: Fault Diagnosis of Loader Gearbox Based on an ICA and SVM Algorithm; An ensemble active learning for a fluidized bed granulation in the pharmaceutical industry. Representative work: When a part of the loader's gearbox fails, this can lead to equipment failure due to the complex internal structure and the interrelationship between the parts. Therefore, it is imperative to research an efficient strategy for transmission fault diagnosis. In this study, the non-contact characteristics of noise diagnosis using sound intensity probes were used to collect noise signals generated under gear breaking conditions. The independent component analysis (ICA) technique was applied for feature extraction from the original data and to reduce the correlation between the signals. The correlation coefficient between the independent components and the source data was used as the input parame