Mingkuan Shi

Federated adversarial domain generalization network: A novel machinery fault diagnosis method with data privacy

Rui Wang, Weiguo Huang, Mingkuan Shi et al. · Knowledge-Based Systems · 2022 · 69 citations

Artificial Intelligence, Engineering, Machine Learning +8

Cross-Domain Class Incremental Broad Network for Continuous Diagnosis of Rotating Machinery Faults Under Variable Operating Conditions

Mingkuan Shi, Chuancang Ding, Shuyuan Chang et al. · IEEE Transactions on Industrial Informatics · 2024 · 64 citations

Fault Diagnosis, Incremental Learning, Engineering +23

Deep hypergraph autoencoder embedding: An efficient intelligent approach for rotating machinery fault diagnosis

Mingkuan Shi, Chuancang Ding, Rui Wang et al. · Knowledge-Based Systems · 2022 · 61 citations

Fault Diagnosis, Efficient Intelligent Approach, Engineering +10

Graph embedding deep broad learning system for data imbalance fault diagnosis of rotating machinery

Mingkuan Shi, Chuancang Ding, Rui Wang et al. · Reliability Engineering & System Safety · 2023 · 47 citations

Fault Diagnosis, Graph Neural Network, Engineering +9

Fault diagnosis of rotor based on Local-Global Balanced Orthogonal Discriminant Projection

Mingkuan Shi, Rongzhen Zhao, Yaochun Wu et al. · Measurement · 2020 · 46 citations

Fault Diagnosis, Fault Analysis, Diagnosis +2