Stiction detection in control valves using a support vector machine with a generalized statistical variable

YA Yazdi, HT Shandiz, HG Narm - ISA transactions, 2022 - Elsevier
Presence of nonlinear factors, such as stiction, hysteresis, and deadband, in a control valve
imposes limitations on the performance of the control loop. The importance of assessing the …

Non-Gaussian properties of the real industrial control error in SISO loops

PD Domański - 2015 19th International Conference on System …, 2015 - ieeexplore.ieee.org
The paper presents results of the observations on behavior and properties of the control
quality that is met in real industrial practice. The analysis is based on data from several …

A comparison of nonlinear control performance assessment techniques for nonlinear processes

W Yu, DI Wilson, BR Young - The Canadian Journal of …, 2012 - Wiley Online Library
Assessing the quality of industrial control loops is an important auditing task for the control
engineer. However, there are complications when considering the ubiquitous nonlinearities …

Non-Gaussian and persistence measures for control loop quality assessment

PD Domański - Chaos: An Interdisciplinary Journal of Nonlinear …, 2016 - pubs.aip.org
This paper presents review and comparison of alternative methodologies for control
performance assessment. The approach uses nonlinear time series analysis, such as non …

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 …

Control performance assessment for nonlinear systems

W Yu, DI Wilson, BR Young - Journal of Process Control, 2010 - Elsevier
Assessing the quality of existing industrial control loops, or comparing between two
alternative controller designs is becoming an important routine auditing task for the control …

Fuzzy-type fast terminal sliding-mode controller for pressure control of pilot solenoid valve in automatic transmission

X Fan, Y He, P Cheng, M Fang - IEEE Access, 2019 - ieeexplore.ieee.org
The performance of the pilot solenoid valve (PSV) has a significant impact on the efficiency
and service life of an automatic transmission (AT) in automobiles, and it is very difficult to …

Performance assessment for life extending control of steam turbine based on polynomial method

YJ Sun, YL Wang, M Li, J Wei - Applied Thermal Engineering, 2016 - Elsevier
Damage modeling and life extending control for steam turbine are studied in this work.
Taking the rolling process of a 300 MW steam turbine unit as an example, this paper …

Hellinger distance based probability distribution approach to performance monitoring of nonlinear control systems

C Li, B Huang, F Qian - Chinese Journal of Chemical Engineering, 2015 - Elsevier
Control performance monitoring has attracted great attention in both academia and industry
over the past two decades. However, most research efforts have been devoted to the …

Model deficiency diagnosis and improvement via model residual assessment in model predictive control

L Li, J Song, X Zhang, J Ye, S Yang - Industrial & Engineering …, 2017 - ACS Publications
To reduce the effort and cost of model maintenance in model predictive control (MPC)
systems, this paper explored a model deficiency diagnosis and improvement method by the …