Sensor Fault Detection and Diagnosis: Methods and Challenges

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Abstract

As modern industrial and physical systems evolve to enhance their reliability, sensor faults emerge as a critical challenge, posing a potential weak link in integrated health management. Redundancies in hardware sensors have become a common approach to mitigate these issues and bolster overall system reliability. However, this solution brings about higher system costs, augmented hardware, and increased complexity in system control. Consequently, there is a growing focus on research aimed at comprehending various sensor faults to enhance the effectiveness of sensor fault detection and diagnosis (FDD). This paper delves into the advancements in sensor fault diagnosis methodologies, outlines prevalent challenges, and identifies promising avenues for further research in the implementation of sensor FDD systems.

Original languageEnglish
Publication statusSubmitted - 1 Dec 2023
Event12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes - Ferrara, Italy
Duration: 4 Jun 20247 Jun 2024
Conference number: 12
https://www.safeprocess2024.eu/

Conference

Conference12th IFAC Symposium on Fault Detection, Supervision and Safety for Technical Processes
Abbreviated titleIFAC SAFEPROCESS 2024
Country/TerritoryItaly
CityFerrara
Period4/06/247/06/24
OtherThe SAFEPROCESS Symposium is a major international gathering of leading experts in the academia and industry from all over the worlds. It aims at strengthening the contact between the academia and industry to build up new networks and cultivate existing relations.
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