Concepedia

Digital twin-driven fault diagnosis method for composite faults by combining virtual and real data

Chao Yang, Baoping Cai, Qibing Wu, Chenyushu Wang, Weifeng Ge, Zhiming Hu, Wei Zhu, Lei Zhang, Longting Wang

Journal of Industrial Information Integration · 2023 · 153 citations · 27 references

Concepts

ComputingComputer ScienceSystems EngineeringCyber-physical SystemsFault-tolerant ComputingFault-tolerant SystemsDiagnosisDiagnosticsDigital Twin DesignFault DetectionFault DiagnosisFault ModelingData-driven Fault DetectionData-driven Fault DiagnosisDigital Twin DevelopmentDigital Twin ModelingDigital Twin SimulationDigital TwinsReal-time Digital Twin

References

27

Bayesian Networks in Fault Diagnosis

Baoping Cai, Lei Huang, Min Xie · IEEE Transactions on Industrial Informatics · 2017 · 458 citations

Engineering, Systems Engineering, Model-based Systems Engineering +16

Intelligent Fault Diagnosis by Fusing Domain Adversarial Training and Maximum Mean Discrepancy via Ensemble Learning

Yibin Li, Yan Song, Lei Jia et al. · IEEE Transactions on Industrial Informatics · 2020 · 394 citations

Computing, Computer Science, Industrial Engineering +14

Fault Description Based Attribute Transfer for Zero-Sample Industrial Fault Diagnosis

Liangjun Feng, Chunhui Zhao · IEEE Transactions on Industrial Informatics · 2020 · 356 citations

Computing, Computer Science, Industrial Engineering +15

Adaptive Digital Twin and Multiagent Deep Reinforcement Learning for Vehicular Edge Computing and Networks

Ke Zhang, Jiayu Cao, Yan Zhang · IEEE Transactions on Industrial Informatics · 2021 · 304 citations

Computing, Computer Science, Computer Systems +16

Subdomain Adaptation Transfer Learning Network for Fault Diagnosis of Roller Bearings

Zhijian Wang, Xinxin He, Bin Yang et al. · IEEE Transactions on Industrial Electronics · 2021 · 264 citations

Computing, Computer Science, Computer Vision +16