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  6. Prevention of continuous production of defective products and reduction of rework losses. Tool defect detection using AI.

Prevention of continuous production of defective products and reduction of rework losses. Tool defect detection using AI.

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last updated:Feb 19, 2026

THK 本社
THK 本社
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Proposing a tool monitoring AI solution. Real-time detection of cutting tool breakage and chipping! Preventing continuous production of defective products and reducing waste.

Are you struggling with continuous production of defective products due to cutting tool damage or chipping, as well as losses from tool changes? For solving these issues, we recommend the tool monitoring AI solution 'OMNI edge.' The AI learns the processing waveform for each tool with every machining operation, estimating damage, chipping, and wear levels. With easy and speedy implementation, it achieves high-precision anomaly detection. [Reasons for Recommendation] No selection needed: Sensors, communication environment, monitoring app, and alert functions are all provided in one package. Easy installation: Sensing is done by clamping a CT to the motor cable, making installation simple. No setup required: Data acquisition and analysis start from the day of installation without threshold or parameter settings. High precision: Automatic detection accuracy improvement through data accumulation and AI analysis. *For more details, please refer to the materials available by downloading the catalog. You can also see examples from manufacturing sites of automotive and machine parts.

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2校_0526_THK_560_560_2091508.png

Prevention of continuous production of defective products and reduction of rework losses. Tool defect detection using AI.

2校_0526_THK_560_560_2091508.png
2校_0526_THK_560_560_2091508.png s1.png s2.png s3.png s4.png
  • Special site - Product/service details - https://pr.mono.ipros.com/thk-omniedge/product/

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【For these concerns】 ◎ I want to easily detect abnormalities in existing machine tools (automatic lathes, machining centers, NC lathes). ◎ I am looking for ways to prevent continuous occurrences of processing defects. ◎ There are frequent defects due to tool breakage and chipping. ◎ I want to review the management methods and replacement frequency of tool life to reduce costs. ◎ I want to implement a monitoring system but would like to minimize the effort involved in selection, setup, and operation. *For more details, please refer to the materials. Feel free to contact us as well.

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Tool Monitoring AI Solution Case Study Introduction Material

Tool Monitoring AI Solution Case Study Introduction Material

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Tool Monitoring AI Solution Product Documentation

Tool Monitoring AI Solution Product Documentation

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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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