Tool Wear Control

The challenge for K|Lens

Tool wear monitoring, especially for indexable inserts for milling machines or lathes, is a critical aspect in the manufacturing industry. The accuracy and efficiency of this monitoring have a direct impact on product quality, production costs and tool life. Here are the key challenges that arise in this area. These challenges highlight the need for automated and precise inspection systems that enable reliable monitoring of tool wear.
Accuracy and precision

The precise detection and measurement of chipping, often in the tenths of a millimeter range, requires high-resolution measuring methods. In addition, the variety of tool shapes and sizes makes it difficult to develop a universally applicable inspection system.

Automation and efficiency

Manual inspection by machine operators is time-consuming, error-prone and not suitable for high production volumes. The subjective assessment of wear can also lead to inconsistencies.

Imaging and data acquisition

Round and reflective tool surfaces make imaging difficult and require special lighting techniques. Capturing accurate 3D data under these conditions is a challenge.

The solution from K|Lens

Automated Tool Wear Analysis: A Key Factor for Quality and Efficiency

The automated analysis of tool wear is a decisive factor for quality assurance and increasing efficiency in the modern manufacturing industry. Especially for indexable inserts for milling machines or lathes, precise monitoring of wear is essential to avoid production downtime, optimize tool life and ensure product quality.

Overcoming Inspection Challenges: The Limits of Conventional Methods

Conventional inspection methods, such as manual checks by machine operators or semi-automatic checks at specified intervals, are often time-consuming, error-prone and lead to production interruptions. In addition, the diverse shapes and sizes of the tools and their reflective surfaces pose a challenge for imaging.

LightfieldLAB: Innovative 3D Imaging for Reliable Wear Monitoring

The lightfieldLAB system offers an innovative solution to these challenges. The use of high-resolution 3D imaging and precise measurement algorithms enables automated and reliable analysis of tool wear. This ensures permanent and reliable process monitoring and full traceability.

System used

Our lightfieldLAB system combines high-precision, measurable 3D reconstructions with simple and intuitive handling. It is therefore the perfect basis for analyzing tool wear.

Specific design of the components / structure / extensions

Holder for indexable insert

The holder is designed to enable the indexable inserts to be picked up quickly and easily. Manual operation of the holder allows flexible adaptation to different tool types and sizes.

Highly innovative sensor technology

Our Light Field Sensor HighRes with the highest resolution (with two achromats) provides precise image data. An additional polarization filter and highly diffuse light reduce reflections and also improve image quality.

3D analysis

Precise 3D analysis is made possible by special calibration and depth calculation components. These components ensure an accurate and measurable 3D reconstruction of the inserts, which is essential for defect detection.

Comprehensive evaluation

To ensure automatic measurement, our evaluation algorithm fits the calculated point clouds into optimal geometries and measures deviations. This data is automatically compared with predefined specifications.

UIs

Our standard lightfieldLAB GUI includes calibration, depth calculation, live playback of kaleidoscopic imagery and the display of depth maps and point clouds. In addition, the GUI offers the marking of defects and display of measurement points in the analysis of tool wear.

Customer Benefits and ROI

Increased product quality and process reliability

Reliable detection of defects

The system enables precise and reliable detection of chipping and other signs of wear. This minimizes the risk of processing errors and ensures high product quality.

Verification of compliance with tolerances without physical interaction

Automated measurement enables accurate verification of tool geometry without the need for manual interaction. This reduces the risk of errors due to human factors.

Optimization of manufacturing processes

Predictive maintenance

The predictive maintenance option enables predictive maintenance of tools. This reduces downtime and production costs.

Full documentation

The complete documentation of wear data enables easy traceability and process optimization. This supports compliance with quality standards and legal requirements.

Savings through fewer rejects

Precise tool monitoring reduces scrap, resulting in significant time, material, and cost savings.

Improved efficiency and user-friendliness

Intuitive display of defects

The user-friendly GUI enables intuitive visualization of defects, even the smallest imperfections. This facilitates fast and efficient verification of inspection results.

Automation

The automation of tool wear analysis reduces personnel costs and speeds up the inspection process.

Competitive advantages

Increased process reliability and product quality

Automated and precise tool wear analysis increases process reliability and improves product quality.

Reduction of downtimes and production costs

The possibility of predictive maintenance and the reduction of rejects lead to significant cost savings.

Optimization of tool usage and extension of tool life

By precisely monitoring tool wear, tool usage can be optimized and tool life extended

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