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 …

Detection and diagnosis of oscillations in process control by fast adaptive chirp mode decomposition

Q Chen, J Chen, X Lang, L Xie, S Lu, H Su - Control Engineering Practice, 2020 - Elsevier
Even though several algorithms have been proposed in the literature for oscillation detection
and diagnosis, they can work reliably only for a specific type of oscillation and there is a lack …

On demodulation of time-varying oscillations in process plant

X Lang, Q Chen, S Lu, A Horch, Y Zhang - Journal of Process Control, 2022 - Elsevier
Due to the presence of process fluctuation, transient impacts and noise, most of the
oscillations in industrial control-loops evolve with time-varying properties. If significant …

Oscillation detection in process industries by a machine learning-based approach

JWV Dambros, JO Trierweiler… - Industrial & …, 2019 - ACS Publications
Oscillatory control loop is a frequent problem in process industries. Its incidence highly
degrades the plant profitability, which means oscillation detection and removal is …

Detection of Oscillations in Process Control Loops From Visual Image Space Using Deep Convolutional Networks

T Wang, Q Chen, X Lang, L Xie, P Li… - IEEE/CAA Journal of …, 2024 - ieeexplore.ieee.org
Oscillation detection has been a hot research topic in industries due to the high incidence of
oscillation loops and their negative impact on plant profitability. Although numerous …

[PDF][PDF] Detection of Intermittent Oscillation in Process Control Loops with Semi-Supervised Learning

NZ Ibrahim, ANI Wardana, A Arif - Jurnal Rekayasa Elektrika, 2023 - jurnal.usk.ac.id
Oscillations in the control loops indicate the poor performance of the control loops. The
occurrence of oscillations in the process control loop is quite high in the industry, so it needs …

[图书][B] Process control fundamentals: analysis, design, assessment, and diagnosis

R Rengaswamy, B Srinivasan, NP Bhatt - 2020 - taylorfrancis.com
The field of process control has evolved gradually over the years, with emphasis on key
aspects including designing and tuning of controllers. This textbook covers fundamental …