Engine Fault Detection System (Autoguard)

This report presents the development of a mobile application named AutoGuard, which serves as a comprehensive anomaly detection system specifically designed for the automotive industry. AutoGuard utilizes advanced machine learning techniques, including statistical modeling, to analyze data collected from various sensors in a vehicle’s engine. The application not only detects potential faults but also provides real-time diagnostics by processing and visualizing the information in a user-friendly format. Extensive testing and analysis demonstrate the system’s ability to enhance vehicle safety and maintenance efficiency, making it a valuable tool for both drivers and automotive professionals.

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Publication Details

Journal
Science, Engineering & Education.
Published
2024-11-18
DOI
https://doi.org/10.59957/see.v9.i1.2024.9
Primary Topic
Fault Detection and Control Systems
Type
article
Field-Weighted Citation Impact
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article

Engine Fault Detection System (Autoguard)

Timon Trifonov
Science, Engineering & Education.
Fault Detection and Control Systems
article

Engine Fault Detection System (Autoguard)

Timon Trifonov
article en

Abstract

This report presents the development of a mobile application named AutoGuard, which serves as a comprehensive anomaly detection system specifically designed for the automotive industry. AutoGuard utilizes advanced machine learning techniques, including statistical modeling, to analyze data collected from various sensors in a vehicle’s engine. The application not only detects potential faults but also provides real-time diagnostics by processing and visualizing the information in a user-friendly format. Extensive testing and analysis demonstrate the system’s ability to enhance vehicle safety and maintenance efficiency, making it a valuable tool for both drivers and automotive professionals.

Science, Engineering & Education.Vol. 9(1)
D. A. Tsenov Academy of Economics (BG)
Industry, innovation and infrastructure
Openalex Percentile: Top 76%
Fault Detection and Control Systems
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