A Review on Data‐Driven Learning Approaches for Fault Detection and Diagnosis in Chemical Processes

Author:

Taqvi Syed Ali Ammar12,Zabiri Haslinda3,Tufa Lemma Dendena4,Uddin Fahim1,Fatima Syeda Anmol3,Maulud Abdulhalim Shah3

Affiliation:

1. NED University of Engineering & Technology Department of Chemical Engineering 75270 Karachi Pakistan

2. NED University of Engineering and Technology Neurocomputation Lab, National Centre of Artificial Intelligence 75270 Karachi Pakistan

3. Universiti Teknologi PETRONAS Chemical Engineering Department 32610 Seri Iskandar, Perak Darul Ridzuan Malaysia

4. Addis Ababa Institute of Technology School of Chemical and Bioengineering King George VI St 1000 Addis Ababa Ethiopia

Publisher

Wiley

Subject

Industrial and Manufacturing Engineering,Filtration and Separation,Process Chemistry and Technology,Biochemistry,Chemical Engineering (miscellaneous),Bioengineering

Reference244 articles.

1. H.Wakasugi K.Sueyoshi Energy‐saving Solutions by Advanced Process Control (APC) Technology Technical Report Yokogawa Tokio2010.

2. S.KumarM K.Ganapathy N.Al Yahyaee A.Ayoub Abu Dhabi Int. Petroleum Exhibition & Conf. Abu Dhabi UAE November2016. DOI:https://doi.org/10.2118/183052‐MS

3. S. A.Fatima H.Zabiri S. A. A.Taqvi N.Ramli System Identification of Industrial Debutanizer Column inProc. of the 9th IEEE Int. Conf. on Control System Computing and Engineering (ICCSCE) IEEE New Jersey2020.

4. Fault Detection and Diagnosis in a Sour Gas Absorption Column Using Neural Networks

5. Injury Facts 1999 National Safety Council Itasca IL1999.

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