Connectionists: Special issue is open: Computational Intelligence for Fault Detection and Classification

[Alma Y. Alanis]

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Please distribute

(Apologies for cross posting)

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Dear colleague, you are cordially invited to participate in Computational
Intelligence for Fault Detection and Classification for Machines-MDPI



Special issue is open: Computational Intelligence for Fault Detection and
Classification


https://www.mdpi.com/journal/machines/special_issues/1AO79KFJXC



Nowadays, computational intelligence has been established as an important
tool for fault detection, classification and isolation in a wide range of
systems, including robotics, electric systems, mechatronic systems,
biomedical systems, manufacturing processes, and transportation systems.



By analyzing data generated by these and other systems, computational
intelligence algorithms can recognize patterns and discover anomalies that
might indicate the presence of faults, errors or intrusions.



These algorithms can also be used to predict when faults might occur,
allowing for preventative and predictive maintenance and reducing the risk
of downtime or safety hazards, or at least ensure an adequate development
of the system operation.



Besides, computational intelligence algorithms can assist in isolating the
cause of a fault, which can be crucial for efficient repairs and minimizing
the impact on the overall system. As well as ensure system operation even
if the performance is not optimal avoiding operation interruption.



As such, computational intelligence application for fault detection and
isolation represents a promising approach for improving the safety,
reliability and efficiency of complex systems. However, it implies
different challenges to be solved such as real-time data information
processing, computational complexity, delays, loss of information and other
implementation difficulties.



This special issue invites all researchers interested in these areas to
contribute with novel research papers. Papers with mathematical analysis
and real-world application are particularly welcome.



Topics of interest include but are not limited to:

·       Computational intelligence for fault modeling;

·       Computational intelligence for fault tolerant control;

·       Computational intelligence for fault detection and diagnosis;

·       Computational intelligence for fault classification and isolation;

·       Computational intelligence for false data injection;

·       Computational intelligence in cybersecurity;

·       Computational intelligence to detect anomalies;

·       Fault detection and classification applied to robotics, dynamic
systems, complex networks, biomedical systems, energy systems, industry,
transportation, mechatronics, cyber-physical systems, economics and others.


Prof. Dr. Alma Y. Alanis

Guest Editor
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