Calibration-based tool condition monitoring system for repetitive machining operations

Patent metadata

Field	Value
Publication number	US-12434343-B2
Application number	US-201917291783-A
Country	US
Kind code	B2
Filing date	Nov 6, 2019
Priority date	Nov 6, 2018
Publication date	Oct 7, 2025
Grant date	Oct 7, 2025

Abstract

A real-time calibration-based tool condition monitoring system, device and method for repetitive machining operations to monitor tool conditions by a combination of a calibration procedure using a reference tool and similarity analysis comparing the reference tool with a working tool is disclosed.

First claim

What is claimed:

1. A method for tool condition monitoring, comprising:
calibrating reference signals for different tool conditions for a machine system comprising a machine, tool, workpiece and monitoring device comprising a sensory system and control software, by
installing a first reference tool in the machine to operate on a first workpiece,
operating a repetitive machining operation on the first workpiece with the first reference tool under production conditions, whereby the first reference tool degrades,
collecting at least one reference signal relating to a condition of the first reference tool generated by the sensory system while monitoring the first reference tool,
installing a second reference tool in the machine to operate on a second workpiece,
operating the repetitive machining operation on the second workpiece with the second reference tool under production conditions, whereby the second reference tool degrades,
collecting at least one reference signal relating to the condition of the second reference tool generated by the sensory system while monitoring the second reference tool, and
processing the collected at least one reference signals with control software to provide reference signals corresponding to specific reference tool conditions according to a calibration procedure;
following the calibration of the reference signals for specific tool conditions, operating the repetitive machining operation on a third workpiece with a working tool under production conditions, whereby the working tool degrades;
collecting at least one working signal relating to the condition of the working tool generated by the sensory system from monitoring tool conditions of the working tool; and
processing and analyzing the collected at least one working signal with control software to provide a similarity analysis between the reference signals and the working signals to identify in real-time a status of the working tool condition.

2. The method of claim 1 , wherein the status of the working tool condition comprises flank wear, crater wear, notch wear, plastic deformation, thermal cracks, edge chipping, coating loss, or tool breakage.

3. The method of claim 1 , wherein the status of the working tool condition comprises a progression of different levels of a specific tool failure mechanism.

4. The method of claim 1 , wherein the working tool removes material from the workpiece.

5. The method of claim 4 , wherein the working tool comprises a turning tool, milling tool, drilling tool, hobbing tool, shaping tool, grinding tool, or polishing tool.

6. The method of claim 1 , wherein the reference tool comprises at least one specific tool condition to be monitored.

7. The method of claim 1 , wherein the reference tool comprises a working tool used as the reference tool in the calibration procedure.

8. The method of claim 1 , further comprising replacing the working tool with a second working tool when the working tool condition reaches a limiting tool condition.

9. A tool condition monitoring system, comprising:
a workpiece;
a working tool;
a machine which performs a repetitive process on the workpiece with the working tool, whereby the working tool degrades;
and
a monitoring device comprising a sensory system comprising at least one sensor which collects reference signals from multiple reference tools each operating on a different reference workpiece during repetitive operations in calibration of the collected reference signals corresponding to different reference tool conditions and collects working signals during repetitive operations of the working tool in production, and control software which processes the calibrated reference signals and the collected working signals and operates a similarity analysis between the calibrated reference signals and the collected working signals to identify in real-time a status of the working tool condition during repetitive operations in production.

10. The system of claim 9 , wherein the status of the working tool condition comprises flank wear, crater wear, notch wear, plastic deformation, thermal cracks, edge chipping, coating loss, or tool breakage.

11. The system of claim 9 , wherein the status of the working tool condition comprises a progression of different levels of a specific tool failure mechanism.

12. The system of claim 9 , wherein the working tool removes material from the workpiece.

13. The system of claim 12 , wherein the working tool comprises a turning tool, milling tool, drilling tool, hobbing tool, shaping tool, grinding tool, or polishing tool.

14. The system of claim 9 , wherein the reference tool comprises at least one specific tool condition.

15. The system of claim 9 , wherein the reference tool comprises a working tool.

Assignees

• Liu Rui
• Rochester Institute Tech

Inventors

• Liu Rui

Classifications

• G05B2219/37256

  Wear, tool wear · CPC title

• G05B2219/37252

  Life of tool, service life, decay, wear estimation · CPC title

• G05B2219/37233

  Breakage, wear of rotating tool with multident saw, mill, drill · CPC title

• G05B19/4065 Primary

  Monitoring tool breakage, life or condition · CPC title

• B23Q17/0995

  Tool life management · CPC title