Ketian Liang

According to our database, Ketian Liang authored at least 8 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2025

Control theory-informed machine learning aided stable kernel representation for nonlinear system monitoring.

Wei Cheng, Ketian Liang, Danijel Cuturic, Linlin Li, Chris Louen, Steven X. Ding

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

Fault Detection for Heterogeneous Multi-Agent Systems with Unknown Dynamics Using Distributed Autoencoder.

Zeyuan Wang, Mohammed Chadli, Linlin Li, Steven X. Ding, Ketian Liang

Proceedings of the 2025 European Control Conference, 2025

Control theory-informed machine learning based control and performance monitoring of nonlinear dynamic systems.

Wei Cheng, Ketian Liang, Danijel Cuturic, Linlin Li, Chris Louen, Steven X. Ding

Proceedings of the 64th IEEE Conference on Decision and Control, 2025

2022

A Comparative Study of Deep Neural Network-Aided Canonical Correlation Analysis-Based Process Monitoring and Fault Detection Methods.

Zhiwen Chen, Ketian Liang, Steven X. Ding, Chao Yang, Tao Peng, Xiaofeng Yuan

IEEE Trans. Neural Networks Learn. Syst., 2022

Multi-Condition PMSM Fault Diagnosis Based on Convolutional Neural Network Phase Tracker.

Zhiwen Chen, Ketian Liang, Tao Peng, Yang Wang

Symmetry, 2022

Control theoretically explainable application of autoencoder methods to fault detection in nonlinear dynamic systems.

Linlin Li, Steven X. Ding, Ketian Liang, Zhiwen Chen, Ting Xue

CoRR, 2022

2019

Comparison of Several Data-driven Models for Remaining Useful Life Prediction.

Zhiwen Chen, Ketian Liang, Chao Yang, Tao Peng, Zhuo Chen, Chunhua Yang

Proceedings of the CAA Symposium on Fault Detection, 2019

A comparison of OCMPM and OCSVM in motor and sensor fault detection for traction control system.

Zhiwen Chen, Zhuo Chen, Tao Peng, Ketian Liang, Chunhua Yang, Xu Yang

Proceedings of the CAA Symposium on Fault Detection, 2019