Granger-Based Root Cause Diagnosis with Improved Backward-in-Time Selection-Reference-Cited by-同舟云学术

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Granger-Based Root Cause Diagnosis with Improved Backward-in-Time Selection

Published:2023-05-12 Issue: Volume: Page:
ISSN:
Container-title:2023 IEEE 12th Data Driven Control and Learning Systems Conference (DDCLS)
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Author:

Xue Yi-Hang¹,Chen Rui¹,Wang Jian-Guo¹,Liu Wei¹,Yao Yuan²,Liu Jian-Long³,Chen He-Lin⁴

Affiliation:

1. School of Mechatronical Engineering and Automation, Shanghai University,Shanghai Key Lab of Power Station Automation Technology,Shanghai,China,200072

2. National Tsing-Hua University,Department of Chemical Engineering,Hsin-Chu,Taiwan,30013

3. Shanghai Minghua Electric Power Science &Technology Co. Ltd,Shanghai,China,200092

4. Baoshan Iron & Steel Co. Ltd.,Ironmaking Plant,Shanghai,China,200941

Funder

National Key Research and Development Program of China

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx7/10165684/10165785/10166165.pdf?arnumber=10166165

Reference28 articles.

1. Transfer Zero-Entropy and Its Application for Capturing Cause and Effect Relationship Between Variables

2. Root Cause Diagnosis of Plant-Wide Oscillations Based on Information Transfer in the Frequency Domain;xu;Industrial & Engineering Chemistry Research,2016

3. Systematic Procedure for Granger-Causality-Based Root Cause Diagnosis of Chemical Process Disturbances;chen;Industrial & Engineering Chemistry Research,2018

4. Detection of control loop interactions and prioritization of control loop maintenance

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