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 …

Controller performance monitoring: A survey of problems and a review of approaches from a data-driven perspective with a focus on oscillations detection and …

W Bounoua, MF Aftab, CWP Omlin - Industrial & Engineering …, 2022 - ACS Publications
Optimal operations of industrial control systems require rigorous monitoring to ensure safety,
increase profitability, and minimize plant maintenance downtime. Thus, controller …

Control valve stiction detection using Markov transition field and deep convolutional neural network

A Memarian, SK Damarla… - The Canadian Journal of …, 2023 - Wiley Online Library
Control valve stiction is an industrial problem that often causes oscillations in process
control loops. Oscillating control loops are not capable of maintaining key process variables …

Shape-Based Pattern Recognition Approaches toward Oscillation Detection

A Memarian, SK Damarla, B Huang… - Industrial & …, 2024 - ACS Publications
Oscillation in control loops is a frequent problem in the process industries. These oscillations
directly impact product quality, leading to a decreased plant profit. Additionally, oscillations …

[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 …

A geometrically inspired quantification approach for valve stiction using Riemannian logarithmic map

B Huang, LS Hu - Measurement, 2022 - Elsevier
Valve stiction is one of the most important failure modes of valve, which may make the
control loops suffered from severe performance degradation. Therefore, valve failure …

[HTML][HTML] A one-class support vector machine for detecting valve stiction

H O'Neill, Y Khalid, G Spink, P Thorpe - Digital Chemical Engineering, 2023 - Elsevier
In industrial processes, control valve stiction is known to be one of the primary causes for
poor control loop performance. Stiction introduces oscillatory behaviour in the process …

Stiction detection and recurrence analysis for control valves by phase space reconstruction method

A Guan, F Xiang, Z Li, C Liu, Z Lin, Z Jin… - Advanced Engineering …, 2025 - Elsevier
Valve stiction is a common and persistent fault of industrial loops in process control. The
loop oscillations caused by valve stiction pose economic and safety risks to the production …

Statistical test-based practical methods for detection and quantification of stiction in control valves

SK Damarla, X Sun, F Xu, A Shah… - Industrial & Engineering …, 2023 - ACS Publications
Control valve, affected by stiction, causes closed-loop signals to experience oscillations,
which ultimately leads to a decrease in product quality, reduced plant throughput, and …

An efficient reliability evaluation method for large-scale multi-performance multi-state series-parallel systems considering multi-dimensional approximation

Y Hu, Y Ding, M Bao - Reliability Engineering & System Safety, 2024 - Elsevier
Multi-performance multi-state series-parallel systems (MPSPSs) considering performance
conversion process have been currently observed for representing engineering systems …