Improved Process Monitoring Strategy Using Kantorovich Distance-Independent Component Analysis: An Application to Tennessee Eastman Process

Improved Process Monitoring Strategy Using Kantorovich Distance-Independent Component Analysis: An Application to Tennessee Eastman Process

Vowing to the increasing complexity in industrial processes, the need for safety is of highest priority and this has led to development of efficient fault detection (FD) methods. Also, with rapid development of data acquisition systems, process history based methods have gained importance as their d...

Full description

Bibliographic Details
Main Authors: K. Ramakrishna Kini, Muddu Madakyaru
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Process monitoring
fault detection
independent component analysis
Kantorovich distance
small magnitude faults
Tennessee Eastman process
Online Access:https://ieeexplore.ieee.org/document/9257420/

Internet

https://ieeexplore.ieee.org/document/9257420/

Similar Items