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  6. AI Diagnosis to Prevent Sudden Failures: 'Rotating Parts Prognostic Detection AI Solution'

AI Diagnosis to Prevent Sudden Failures: 'Rotating Parts Prognostic Detection AI Solution'

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last updated:Feb 14, 2025

THK 本社
THK 本社
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Visualize the status without stopping the equipment! AI suggests maintenance content without the need for threshold settings, contributing to reduced downtime. 【*Free case study collection available】

THK provides the 'OMNIedge' platform for maximizing OEE (Overall Equipment Efficiency) to eliminate various losses occurring in production sites. In the "Rotating Parts Anomaly Detection AI Solution," we deliver a one-package solution that includes all the necessary devices and services for anomaly detection, such as sensors, routers, web applications, and alert functions. Based on the data obtained from sensors, our AI calculates the degree of anomalies and suggests potential failure points and recommended maintenance methods, contributing to the reduction of maintenance workload and downtime. 【For concerns like these】 ■ We want to prevent unexpected failures and downtime of rotating equipment. ■ Maintenance tasks have become too reliant on specific individuals. ■ Equipment that requires inspection is located far apart, leading to wasted time and effort in moving. ■ Even if data is obtained from sensors, there is no time for analysis or know-how for utilization, making it difficult to take the next action. *We are currently offering a free collection of case studies that illustrate solutions to management losses and failure losses in production sites. Please refer to the materials for more details. Feel free to contact us as well.

    Sensors
2校_0225_THK_回転部品_560_560_2091508.png

AI Diagnosis to Prevent Sudden Failures: 'Rotating Parts Prognostic Detection AI Solution'

2校_0225_THK_回転部品_560_560_2091508.png
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  • OEE (Overall Equipment Efficiency) Maximization Platform OMNIedge, check it out here.
  • Special site - Product/service details - https://pr.mono.ipros.com/thk-omniedge/product/

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【Features】 ■ Sensors can be retrofitted to existing rotating equipment such as motors, pumps, fans, and gearboxes, allowing for the start of anomaly detection without the need for threshold setting or management. ■ Contributes to the prevention of unexpected equipment failures and over-maintenance. ■ Reduces the labor required for on-site patrols through remote monitoring using a web application. 【Sensor Specifications】 Input power supply voltage: DC +24V Current consumption: 24V/100m or 200mA Protection rating: IP67 Contact temperature range (reference): 0 to 85℃ Acceleration detection range: ±10G Operating ambient temperature: 0℃ to 85℃ (must not freeze) Vibration: Below 200m/s² Shock: Below 500m/s² *For more details, please refer to the documentation. Feel free to contact us with any inquiries.

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Supporting utility equipment maintenance with AI diagnostics! Component anomaly detection AI solution "OMNIedge".

Supporting utility equipment maintenance with AI diagnostics! Component anomaly detection AI solution "OMNIedge".

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Case Study Collection: Predictive Maintenance AI Solution for Rotating Parts 'OMNIedge'

Case Study Collection: Predictive Maintenance AI Solution for Rotating Parts 'OMNIedge'

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THK

THK 本社

Machine elements and parts

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Our company offers a system called 'OMNIedge' that attaches sensors to parts to visualize their current status in numerical form. By visualizing the condition of parts, we achieve greater efficiency in maintenance operations, reduction in inventory management costs, and improvement in equipment utilization rates. This supports the smooth execution of production plans. Depending on your needs, we plan to visualize the condition of various mechanical component parts, not just LM guides and ball screws. Please feel free to consult with us.

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