From PREVENTion to REACTion: Enhancing Failure Resolution in Naval Systems

Complex and large industrial systems often misbehave, for instance, due to wear, misuse, or faults. To cope with these incidents, it is important to timely detect their occurrences, localize the sources of the problems, and implement the appropriate countermeasures. This paper reports our experience with a state-of-the-art failure prediction method, PREVENT, and its extension with a troubleshooting module, REACT, applied to naval systems developed by Fincantieri. Our results show how to integrate anomaly detection with troubleshooting procedures. We conclude by discussing a lesson learned, which may help deploy and extend these analyses to other industrial products.

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Published
2025-10-21
DOI
https://doi.org/10.1109/issrew67781.2025.00050
Primary Topic
Software System Performance and Reliability
Type
article
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article

From PREVENTion to REACTion: Enhancing Failure Resolution in Naval Systems

Oliviero Riganelli, Leonardo Mariani, Maria Teresa Rossi
Software System Performance and Reliability
article

From PREVENTion to REACTion: Enhancing Failure Resolution in Naval Systems

Oliviero Riganelli, Leonardo Mariani, Maria Teresa Rossi
article en

Abstract

Complex and large industrial systems often misbehave, for instance, due to wear, misuse, or faults. To cope with these incidents, it is important to timely detect their occurrences, localize the sources of the problems, and implement the appropriate countermeasures. This paper reports our experience with a state-of-the-art failure prediction method, PREVENT, and its extension with a troubleshooting module, REACT, applied to naval systems developed by Fincantieri. Our results show how to integrate anomaly detection with troubleshooting procedures. We conclude by discussing a lesson learned, which may help deploy and extend these analyses to other industrial products.

University of Milano-Bicocca (IT)
Openalex Percentile: Top 57%
Software System Performance and Reliability
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