Achieving high-precision abnormal sound detection with contact microphones and AI, contributing to the automation of inspection processes. Usable with just a PC and a microphone.
The abnormal sound detection solution "Monone" is a system that can detect abnormalities in motors, equipment, and products with high precision using AI. It enables the automation and reduction of labor in inspections, leading to improved quality. By using a contact microphone to collect sounds conducted from metal, it captures clear sounds without picking up surrounding noise. There is no need for individual noise filtering, making it easy to implement. 【Features】 ■ AI models are created using only normal sounds, eliminating the need for collecting and tagging abnormal sounds. ■ Implements two feature extraction algorithms: variable sound analysis and FLAC. ■ Capable of outputting diverse graphs that capture sound characteristics from various perspectives. ■ A simple configuration that can be started with just a PC and a microphone. * "Product materials" and "case studies" are currently available. Please check them out via PDF download.
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【Anomaly Detection Mechanism】 1) Analyze the characteristics of normal sounds 2) Model using machine learning 3) Measure the deviation between the measured sound and the model 4) Detect anomalies based on the deviation and threshold This can be utilized in various scenarios such as manufacturing processes in production plants, semiconductor manufacturing equipment, machine tools, inspections of home appliances, motors, industrial machinery, maintenance, inspection, and remote fault diagnosis of elevators, railway vehicles, multi-story parking lots, and power generation equipment. It also contributes to reducing variability in inspection quality due to environmental factors and operators, as well as streamlining the implementation of systems for anomaly detection. *For more details, please refer to the materials. Feel free to contact us with any inquiries.
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Since our establishment in 1970, we have been involved in the planning, development, maintenance, and operation of information systems in various fields for many customers, including the ENEOS Group. With the motto "From the seabed to space," we continue to work together with our customers in the spirit of "INTO HAPPINESS," contributing to society through the technical expertise we have refined together with them. Please feel free to consult us if you have any requests.