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OHm

Vehicle Onboard Health Monitoring

As intelligent vehicles accelerates in popularity, the health status of key components such as drive, brake, and steering is the foundation of intelligent driving and intelligent cockpit. Similar to the way drivers judge the operating status and failures of a car by sounds, vehicles are now able to conduct self-diagnostics of mechanical failures for quick identification and remedy of malfunction.

Product Health Management Based on Machine Hearing


Based on in-vehicle microphones and acceleration sensors, OHm performs edge computing on sound and vibration signals, analyzes and diagnoses vehicle health status in real time, and reports the relevant data through the connected vehicles. The noise and vibration during the vehicle operation are random in nature, so signal filtering and noise reduction processing are required. OHm extracts abnormal sound features, establishes and trains failure models to achieve robust vehicle health monitoring and management even under various road conditions.

OHm Vehicle Onboard Health Monitoring
OHm Vehicle Onboard Health Monitoring
OHm Vehicle Onboard Health Monitoring