Big Data-Driven Control of Nonlinear Processes Through Dynamic Latent Variables Using an Autoencoder.
IEEE Trans. Cybern., May, 2025
The Intrinsic State Variable in Fundamental Lemma and Its Use in Stability Design for Data-based Control.
CoRR, January, 2025
RLS-Based Time Delay Control Method for Distributed Asynchronous Sheath Current Sensing in Underground HV Cable Systems.
IEEE Access, 2025
Distributed Data-Driven Predictive Control via Dissipative Behavior Synthesis.
IEEE Trans. Autom. Control., May, 2024
On Approximation of System Behavior From Large Noisy Data Using Statistical Properties of Measurement Noise.
IEEE Trans. Autom. Control., April, 2024
Fault location technology for cable-overhead-hybrid transmission lines based on improved HOVMD-TKEO and wave velocity normalization method.
IEICE Electron. Express, 2024
An Approach to Data-Based Linear Quadratic Optimal Control.
IEEE Control. Syst. Lett., 2024
Approximating the System Behavior with Input Uncertainty Using Big Data.
Proceedings of the 18th IEEE International Conference on Control & Automation, 2024
Fault Detection for Nonlinear Process Using Data-Based Dissipativity in a Lifted Space.
Proceedings of the 14th Asian Control Conference, 2024
Big Data-driven Predictive Control Using Multi-view Clustering.
Proceedings of the American Control Conference, 2024
Data-Based Fault Diagnosis via Dissipativity-Shaping.
IEEE Control. Syst. Lett., 2023
Data predictive control of nonlinear process feature dynamics through latent variable behaviours.
Comput. Chem. Eng., 2022
Behavioural Approach to Distributed Control of Interconnected Systems.
CoRR, 2021
Human-Machine Hybrid Peer Grading in SPOCs.
IEEE Access, 2020
Fault Detection Using Autoencoder with Linear Hidden Layer Dynamics.
Proceedings of the Australian and New Zealand Control Conference, 2020
A Scenario Approach to Robust Distributed Control for Plantwide Process Systems.
Proceedings of the 17th European Control Conference, 2019
Vector Dissipativity-Based Distributed Fault Detection for Plantwide Chemical Processes.
Proceedings of the 12th Asian Control Conference, 2019
Dissipativity Analysis for Linear Systems in the Behavioural Framework.
Proceedings of the 2019 Australian & New Zealand Control Conference (ANZCC), 2019
Robust Control Synthesis for Linear Differential Systems with Parametric Uncertainty.
Proceedings of the 2018 Australian & New Zealand Control Conference (ANZCC), 2018