The data filtering based multiple‐stage Levenberg–Marquardt algorithm for Hammerstein nonlinear systems

Y Ji, Z Kang, X Liu - … Journal of Robust and Nonlinear Control, 2021 - Wiley Online Library
This article considers the parameter identification problem of multiple‐input single‐output
Hammerstein nonlinear systems. Applying the data filtering technique, the input–output data …

Control of nonlinear jacketed continuous stirred tank reactor using different control structures

MA Siddiqui, MN Anwar, SH Laskar - Journal of Process Control, 2021 - Elsevier
This study presents the control of the nonlinear model of a continuous stirred tank reactor
(CSTR) through different control structures. The structures considered are single feedback …

Fault detection based on graph model for dead zone of steam turbine control valve

YJ Zhang, Y Yuan, LS Hu - … Journal of Control, Automation and Systems, 2022 - Springer
The abnormal control valve dead zone in the steam turbine causes system oscillation
severely, affecting the stable power generation of the power plant. In this study, a graph …

Tracking necessary condition of optimality by a data-driven solution combining steady-state and transient data

RB Demuner, P de Azevedo Delou, AR Secchi - Journal of Process Control, 2022 - Elsevier
One of the difficulties in practical implementations of the classic Real-Time Optimization
(RTO) strategy is the integration between optimization and control layers, mainly due to the …

Valve Stiction Detection Method Based on Dynamic Slow Feature Analysis and Hurst Exponent

L Shang, Y Zhang, H Zhang - Processes, 2023 - mdpi.com
Valve stiction is the most common root of oscillation faults in process control systems, and it
can cause the severe deterioration of control performance and system instability, ultimately …

Parameter estimation and performance comparison of friction models for pneumatic valves

FG Marques, C Garcia - Control Engineering Practice, 2020 - Elsevier
In previous works from the literature, the prediction precision of friction models applied for
pneumatic valve modeling is compared using simulations. This paper extends these works …

Quantification of valve stiction in control loops using the Bayesian approach on the Riemannian manifold

B Huang, LS Hu - Industrial & Engineering Chemistry Research, 2022 - ACS Publications
The status of control valves directly influences the routine operation of industrial process.
Stiction nonlinearity is one of the widely known failure modes of a valve, which may hazard …

Stiction parameter identification for pneumatic valves with a simultaneous approach

X Qi, W Chen - Journal of Process Control, 2024 - Elsevier
In industrial processes, stiction in control valves is a common cause of degradation in control
loop performance. It is important to identify and establish reliable stiction models to enhance …

Identification for Nonlinear Flow Characteristics of Main Steam Regulating Valves in Power Plants by Mining Special Data Segments

X **ng, J Wang, P Wei, S Gao… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Nonlinear flow characteristics of main steam regulating valves play an important role on the
performance of primary frequency control in thermal power generation units. Manual testing …

Design of nonlinear predictive generalized minimum variance control for performance monitoring of nonlinear control systems

MA Sheikhi, A Khaki-Sedigh, A Nikoofard - Journal of Process Control, 2021 - Elsevier
In this paper, a nonlinear predictive generalized minimum variance (NPGMV) controller is
proposed and explicitly formulated for a class of nonlinear systems modeled by …