PCA Algorithm in Python

A Method of Kernel Principal Component Analysis and Machine Learning Algorithms for Fault Diagnosis of Power Transformers

Abstract: As one of the most important equipment in the power system, it is of great significance to conduct fault diagnosis research on transformers. Aiming at the problem of difficult selection of ...

IEEE

Intelligent fault diagnosis of drill bit using Digital Twin Assisted deep learning classifiers of MLP, CNN, Hybrid MLP-CNN, and Hybrid CNN-MLP with PCA algorithm

Abstract: Intelligent fault diagnosis using AI models is an evolving engineering technique in the manufacturing sector. It detects anomalies in machinery and improves productivity, safety, efficiency, ...

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A Method of Kernel Principal Component Analysis and Machine Learning Algorithms for Fault Diagnosis of Power Transformers

Intelligent fault diagnosis of drill bit using Digital Twin Assisted deep learning classifiers of MLP, CNN, Hybrid MLP-CNN, and Hybrid CNN-MLP with PCA algorithm

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