Li, Naipeng

Applications of machine learning to machine fault diagnosis: A review and roadmap

Lei, Y., Yang, B., Jiang, X., Jia, F., Li, N., & Nandi, A. K. (2020) · Mechanical Systems and Signal Processing

Machine Fault Diagnosis TechniquesFault Detection and Control Systems

Cited by 2,997

Machinery health prognostics: A systematic review from data acquisition to RUL prediction

Lei, Y., Li, N., Guo, L., Li, N., Yan, T., & Lin, J. (2018) · Mechanical Systems and Signal Processing

Machine Fault Diagnosis TechniquesReliability and Maintenance Optimization

Cited by 2,634

Deep convolutional transfer learning network: A new method for intelligent fault diagnosis of machines with unlabeled data

Guo, L., Lei, Y., Xing, S., Yan, T., & Li, N. (2019) · IEEE Transactions on Industrial Electronics

Machine Fault Diagnosis TechniquesFault Detection and Control Systems

Cited by 1,234