Wind Power AI
Detection and Notification of Anomalies
The wind power industry faces numerous challenges such as downtime caused by wind turbine malfunctions, social impacts resulting from failures or accidents, or a shortage of maintenance workers. Arithmer contributes to "Smart Industrial Security" through the use of AI-based image analysis technology.
Do you have such challenges?
Downtime caused by generator failures.
Social impacts of accidents in wind power generation.
The shortage of maintenance personnel.
Wind Power AI solves such challenges
Wind Power AI features
AI supports wind powerinspection.
AI detects equipment issues early.
We analyze image data captured by cameras installed inside wind turbine nacelles using AI technology to predict potential faults.
Wind Power AI learns normal state, detects all abnormalities.
By pre-training the AI on normal states, it can detect with high accuracy even slight changes that could easily be overlooked by human eyes.
Camera and AI constantly monitor.
Solves shortage of personnel.
By constantly monitoring image data from the camera, the AI system reduces the workload on humans, improves work efficiency.
The photo is a sample image
AI-enabled Maintenance and Anomaly Detection for Wind Power Facilities
Smart Industrial Security: we can replace monthly inspections with real-time monitoring through AI.
Input
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Surveillance camera footage
AI System
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Unsupervised Learning
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End-to-end learning and inference
Output
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Daily Report
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Anomaly Reports
