Disney has filed a patent describing an artificial intelligence system designed to detect mechanical issues in theme park attractions by analyzing audio recordings. The technology would use microphones and machine learning to monitor equipment such as motors, actuators, and track switches for unusual sounds that could signal developing problems. A key challenge is filtering out the loud background noise from guests screaming and talking while on rides. The proposed solution involves using one model to separate human voices from equipment sounds, then analyzing the filtered audio with a second model to identify anomalies. The system could also use wind filters and sensors to capture audio only when specific machinery is operating, providing cleaner samples for comparison. If implemented, this predictive maintenance approach could help identify equipment issues earlier than traditional inspection methods. However, filing a patent does not guarantee Disney will install this technology in its theme parks, as many patented concepts never reach the development stage.
Key Points:
- The patent titled Techniques for Detecting Anomalies in Audio Recordings for Predictive Maintenance was filed in March 2025 and published in September 2026.