Design of Emergency Drill system for Electrical Power Based on Virtual Reality Technology and Machine Learning
In order to improve the operation ability of emergency personnel facing electrical power,an electrical power emergency drill system based on virtual reality technology and machine learning has been developed.The system collects the human bone data information of training personnel in real time through a multi-point 3D camera equipped with ultra-wide-angle lens.Principal component analysis(PCA)algorithm and K-nearest neighbor(KNN)algorithm are used to extract and classify the bone information.The electrical power emergency drill system can simulate common faults that occur in power electronic equipment truly,saving drill costs greatly and reducing the probability of casualties effectively.
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