Review and comparison of techniques of analysis of valve stiction: From modeling to smart diagnosis

RB di Capaci, C Scali - Chemical Engineering Research and Design, 2018 - Elsevier
The importance of evaluating valve conditions and detecting the onset of possible
malfunctions is recognized as a key issue in control performance monitoring, as they may …

Oscillation detection in process industries–Part I: Review of the detection methods

JWV Dambros, JO Trierweiler, M Farenzena - Journal of Process Control, 2019 - Elsevier
Oscillatory control loop is a frequent problem in process industries. Its incidence reduces
product uniformity and increases both energy consumption and raw material waste. These …

Valve stiction detection through improved pattern recognition using neural networks

AAAM Amiruddin, H Zabiri, SS Jeremiah… - Control Engineering …, 2019 - Elsevier
A non-invasive method for detecting valves suffering from stiction using multi-layer feed-
forward neural networks (NN) is proposed, via a simple class-based diagnosis. The …

Real-time tracking control of electro-hydraulic force servo systems using offline feedback control and adaptive control

G Shen, Z Zhu, J Zhao, W Zhu, Y Tang, X Li - ISA transactions, 2017 - Elsevier
This paper focuses on an application of an electro-hydraulic force tracking controller
combined with an offline designed feedback controller (ODFC) and an online adaptive …

Investigation on the dynamic characteristics and control accuracy of a novel proportional directional valve with independently controlled pilot stage

J Zhang, Z Lu, B Xu, Q Su - ISA transactions, 2019 - Elsevier
The pilot operated directional valves are widely used in hydraulic systems. For the purpose
to improve the dynamic characteristics and control accuracy of the traditional valve, this …

A simple model-free butterfly shape-based detection (BSD) method integrated with deep learning CNN for valve stiction detection and quantification

B Kamaruddin, H Zabiri, AAAM Amiruddin… - Journal of Process …, 2020 - Elsevier
Control valve stiction is a long-standing problem within process industries. In most methods
for shape-based stiction detection, they rely heavily on the traditional controller output (OP) …

[HTML][HTML] Enhancing Industrial Valve Diagnostics: Comparison of Two Preprocessing Methods on the Performance of a Stiction Detection Method Using an Artificial …

BR Navada, V Sravani, SK Venkata - Applied System Innovation, 2024 - mdpi.com
The detection and mitigation of stiction are crucial for maintaining control system
performance. This paper proposes the comparison of two preprocessing methods for …

Comparison of current state of control valve stiction detection and quantification techniques

V Akavalappil… - Transactions of the …, 2022 - journals.sagepub.com
The process control and automation system is one of the significant features in any process
plant. The control valve is considered a fundamental part of the process control system. It …

An improved diagnostic tool for control valve stiction based on nonlinear principle component analysis

WK Teh, H Zabiri, Y Samyudia… - Industrial & …, 2018 - ACS Publications
Control valves suffer from wear and aging as the valves open and close. Such continuous
movements result in many operational issues, and one of the widely known problems is …

Oscillation detection and diagnosis in process industries by pattern recognition technique

JWV Dambros, M Farenzena, JO Trierweiler - IFAC-PapersOnLine, 2019 - Elsevier
Oscillation in control loops is a frequent problem faced in process industries. It deviates the
process variables from their desired condition, affecting negatively plant productivity. To …