System for acoustic diagnostics of vehicles
AssigneeV2M Inc.
InventorsPetr BAKULOV, Igor KORDUNSKY, Sergey SURGUCHEV, Vladislav ZAIGRAEV, Andrew MALTZEV, Alexsandr IOVLEV
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AssigneeV2M Inc.
InventorsPetr BAKULOV, Igor KORDUNSKY, Sergey SURGUCHEV, Vladislav ZAIGRAEV, Andrew MALTZEV, Alexsandr IOVLEV
Estimating the term…
A multi-function acoustic diagnostic system for vehicles is disclosed. The system comprises at least one acoustic data acquisition block including one or more microphones, a control unit, and communication interfaces. The system captures acoustic signals during vehicle operation and analyzes the signals using artificial intelligence models, including deep neural networks and autoencoder architectures. The system detects anomalies based on reconstruction error, classifies malfunction signatures, and generates diagnostic reports. In certain embodiments, the system is portable and transferable between vehicles. In other embodiments, the system is permanently installed and integrated into a vehicle network. A predictive analysis module may forecast future failures using historical acoustic data and time-series models. The invention provides real-time and predictive vehicle health assessment.
A system for acoustic diagnostics of a vehicle, the system comprising:
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