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  6. Smart maintenance with AI-based anomaly detection using sound and vibrations!

Smart maintenance with AI-based anomaly detection using sound and vibrations!

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last updated:Oct 22, 2024

エーアイ 本社
エーアイ 本社
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Predictive detection that does not rely on experience or intuition. A unique sound processing and AI technology solution for detecting abnormal sounds! Achieving automation of inspection tasks and condition monitoring!

【Do you have any of these concerns?】 - I want to detect potential defects and prevent them from reaching the market. - I want to reduce downtime through planned maintenance. - I want to reduce the manpower required without lowering inspection levels. - I want to know and inform the appropriate timing for parts and product replacements. - I want to reduce maintenance costs and predictive maintenance costs. Our "Sound AI Inspection" solution uses AI to learn the sounds of equipment during normal operation and create an AI model. By automatically distinguishing between the sounds and vibrations being inspected, it enables the automatic detection of machine defects and defective products in the manufacturing environment. We also offer a development kit, "Sound AI Inspection SDK for Windows," which allows customers to easily verify the effectiveness of "Sound AI Inspection" without the need for communication functions. For more details, please contact us.

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Smart maintenance with AI-based anomaly detection using sound and vibrations!

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  • Related Link - https://www.ai-j.jp/products/aispect/

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We provide software (AI inspection library) that outputs the difference from the normal state as a numerical value (anomaly score) when given the operating sound of the inspection target equipment, supporting high precision, automation, and labor-saving in inspection and quality control tasks as well as condition monitoring. Inspections that relied on the experience and intuition of skilled workers or were previously impossible due to time and location constraints can now be conducted. Since it supports both "sound" and "vibration," it is possible to use an accelerometer for vibration when sensors can be directly attached to the target equipment, and to use a microphone when they cannot, allowing for flexible adaptation to the situation. The targets of AI inspection include equipment and production facilities that generate sound or vibration, such as bearings, chains, and pumps. *For more details, please refer to the PDF document or feel free to contact us.*

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【Applicable Cases (Partial)】 <Sound> ■ Bearing quality assessment (Manufacturing industry) ■ Assembly product quality assessment (Manufacturing industry) ■ Chain quality assessment (Manufacturing industry) <Vibration> ■ Bearing quality assessment and condition monitoring (Manufacturing industry) ■ Vibration testing equipment condition monitoring (Manufacturing industry) ■ Pump condition monitoring (Manufacturing industry) *For more details, please refer to the PDF document or feel free to contact us.

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Introduction to the "Sound AI Inspection" Solution

Introduction to the "Sound AI Inspection" Solution

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エーアイ

エーアイ 本社

Information and Communications

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Creating a convenient and enjoyable future with voice AI's business is centered around two main pillars: voice-related technology and CRM systems. We have been advancing research and development, as well as product development, focusing on speech synthesis technology and speech recognition technology, including surrounding technologies. In everyday life and various fields, the opportunities for voice to play a role are limitless. We aim to create a world where our voice-related technologies are utilized as a matter of course and strive to become the world's leading voice provider. Additionally, we support our customers' businesses with an integrated CRM system (product name: Visionary) that is effective in maintaining relationships between companies and customers. Visionary is customized to meet our customers' needs, providing optimal proposals and advice, and by incorporating the achievements and know-how we have cultivated over the years, we help our customers achieve true customer management.

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