Sensor Fault Detection and Isolation
A special issue of Sensors (ISSN 1424-8220). This special issue belongs to the section "Physical Sensors".
Deadline for manuscript submissions: closed (30 October 2021) | Viewed by 6020
Special Issue Editor
Special Issue Information
Dear Colleagues,
Sensors (ISSN 1424-8220) is now soliciting manuscript proposals for a Special Issue entitled “Sensor Fault Detection and Isolation”. Discussions on sensors, data processing, and monitoring the integrity of systems have become increasingly prominent in both private and industrial sectors over the last few decades. Moreover, with the emergence of deep-learning-based data science, the detection and isolation of sensor defects have become critical components of various types of embedded systems or the IoT in Industry 4.0.
This Special Issue aims to gather together recent developments in advanced data-based monitoring of various systems and to provide researchers around the world with an opportunity to present state-of-the-art results as well as literature reviews. Topics of interest to this Special Issue include (but are not limited to):
- sensor/actuator fault detection;
- system identification;
- wireless sensor networks;
- sensor fusion and data acquisition;
- data-driven system monitoring;
- vision-based fault detection;
- smart mobile sensors;
- digital twins and surrogate models;
- deep-learning-based outlier identification;
- failure monitoring with biosensors.
Prof. Dr. Bong-Hwan Koh
Guest Editor
Manuscript Submission Information
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Keywords
- sensor monitoring
- signal processing
- data analysis
- fault detection
- system identification
- data fusion
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