Improved Fault Detection in Chemical Engineering Processes via Non-Parametric Kolmogorov–Smirnov-Based Monitoring Strategy

Improved Fault Detection in Chemical Engineering Processes via Non-Parametric Kolmogorov–Smirnov-Based Monitoring Strategy

Fault detection is crucial in maintaining reliability, safety, and consistent product quality in chemical engineering processes. Accurate fault detection allows for identifying anomalies, signaling deviations from the system’s nominal behavior, ensuring the system operates within desired performance...

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Bibliographic Details
Main Authors: K. Ramakrishna Kini, Muddu Madakyaru, Fouzi Harrou, Mukund Kumar Menon, Ying Sun
Format: Article
Language:English
Published: MDPI AG 2023-12-01
Series:ChemEngineering
Subjects:
fault detection
data driven
dimensionality reduction
Kolmogorov–Smirnov indicator
Plug-Flow Reactor
Tennessee Eastman process
Online Access:https://www.mdpi.com/2305-7084/8/1/1

Internet

https://www.mdpi.com/2305-7084/8/1/1

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