🇨🇳Shaanxi
Wind Power O&M
Wind Farm Blade Anomaly Detection
Project Overview
A wind farm in Shaanxi deploys KEENOVA's self-developed bone conduction acoustic sensors (K-WDE-1000) and ultrasonic wideband sensors (K-WDU-3000), combined with cloud platform AI models for real-time acoustic signal analysis, enabling early warning and precise positioning of wind turbine blade defects and gearbox anomalies, upgrading from periodic inspection to real-time online monitoring.
Challenge
Blade defects · Gearbox noise · Real-time warning
- Blade defects: abnormal signals at 13kHz center frequency
- Gearbox noise: low-frequency wind noise (below 500Hz) and unstable sound signals
- Real-time warning: load anomaly determination and kurtosis coefficient analysis
Project Info
Location:
Shaanxi
Scale:
Wind Power O&M
Robots Used:
K-WDE-1000 + K-WDU-3000
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