Zhen Shi

Subspace Network with Shared Representation learning for intelligent fault diagnosis of machine under speed transient conditions with few samples.

Shuilong He, Jinglong Chen, Zitong Zhou, 2021, ISA transactions.

A Novel Multitask Adversarial Network via Redundant Lifting for Multicomponent Intelligent Fault Detection Under Sharp Speed Variation

Yanyang Zi, Zitong Zhou, Jinglong Chen, 2021, IEEE Transactions on Instrumentation and Measurement.

A multi-branch redundant adversarial net for intelligent fault diagnosis of multiple components under drastically variable speeds.

Jinglong Chen, Zitong Zhou, Y. Zi, 2022, ISA transactions.

A Dual-Guided Adaptive Decomposition Method of Fault Information and Fault Sensitivity for Multi-Component Fault Diagnosis Under Varying Speeds

Shuilong He, Jinglong Chen, Y. Zi, 2022, IEEE Transactions on Instrumentation and Measurement.

DecouplingNet: A Stable Knowledge Distillation Decoupling Net for Fault Detection of Rotating Machines Under Varying Speeds.

Jinglong Chen, Y. Zi, Zhen Shi, 2023, IEEE transactions on neural networks and learning systems.

A Fractional Exponential Power Bistable Stochastic Resonance Method for Rolling Bearing Weak Features Extraction

Zhen Shi, Zhenyi Chen, Yanyang Zi, 2024, IEEE Transactions on Instrumentation and Measurement.

Semi-physical simulation-driven contrastive decoupling net for intelligent fault diagnosis of unseen machines under varying speed

Jinglong Chen, Zhen Shi, Yanyang Zi, 2024, Measurement Science and Technology.

A reliable feature-assisted contrastive generalization net for intelligent fault diagnosis under unseen machines and working conditions

Jinglong Chen, Y. Zi, Xinwei Zhang, 2023, Mechanical Systems and Signal Processing.