Novel Imbalanced Fault Diagnosis Method based on CSMOTE integrated with LSDA and LightGBM for Industrial Process

Computer Science

• fault diagnose method 100%
• Discriminant Analysis 100%
• Fault Diagnosis 83%
• Dimensionality Reduction 33%
• Sampling Technique 33%
• Big Data 16%
• Imbalanced Data 16%
• Process Data 16%
• Collected Data 16%
• Euclidean Distance 16%
• Mahalanobis Distance 16%
• Fault Information 16%

Chemical Engineering

• Tennessee Eastman Process 100%

Earth and Planetary Sciences

• Sampling Technique 33%