Machine Tool Cutting Load Control for Chatter-Free Machining

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Solution Overview

Problem

Machine tools face challenges in efficiently machining workpieces without causing chattering or tool abrasion/breakage, and in optimizing cutting routes to prevent excessive cutting loads and vibrations, which can lead to increased machining time and reduced efficiency.

Innovation Solution

A machine tool with a control unit that adjusts the cutting route and depth based on real-time cutting load detection, using machine learning algorithms to optimize the machining path by increasing cutting depth in regions with small cutting loads and maintaining it within a predetermined load range, thereby preventing excessive loads and vibrations.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If the cutting depth is increased to improve machining efficiency, then productivity increases, but cutting load increases causing chattering and tool breakage

Engineering Contradiction:
Improvemachining efficiencyVSAvoidtool stability
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The patent implements dynamic adjustment of cutting depth based on real-time cutting load monitoring. The control unit continuously monitors cutting load signals and automatically adjusts cutting depth parameters during machining operations, transitioning from static to dynamic control to prevent tool breakage while maximizing productivity

Inventive Principle:
Principle #15Dynamics

Solution Approach 2:

The system employs feedback control by monitoring cutting load signals in real-time and using this information to adjust cutting parameters. The control unit receives cutting load feedback and modifies cutting depth accordingly, creating a closed-loop control system that balances productivity and tool stability

Inventive Principle:
Principle #23Feedback

2Productivity

If the cutting route is optimized to reduce machining time, then productivity improves, but cutting load variations increase causing vibrations

Engineering Contradiction:
Improvemachining timeVSAvoidcutting load stability
Core Design Contradiction:
ProductivityVSStability of the object's composition

Solution Approach 1:

The control unit monitors cutting load signals throughout the machining process and uses this feedback to dynamically adjust the cutting route and depth, maintaining cutting load stability while achieving optimized machining times through real-time parameter adjustment

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system changes cutting parameters (depth, route) dynamically based on monitored cutting load conditions. By adjusting parameters in response to real-time feedback, the system maintains stable cutting loads while achieving optimized machining efficiency

Inventive Principle:
Principle #35Parameter changes

Data Source

PatentUS11650563B2Machine tool for detecting and cutting loads using machine learning
Publication Date: 2023.05.16 FANUC LTD
  • US11650563B2 patent drawing
  • US11650563B2 patent drawing
  • US11650563B2 patent drawing

AI summary

A machine tool includes: a spindle that causes a tool to rotate and move; a workpiece rotation mechanism that causes a workpiece W to rotate; a control unit that controls the spindle and the workpiece rotation mechanism in accordance with commands from a program; and a cutting load detection unit that detects a cutting load imparted on the workpiece by the tool, and the control unit controls a cutting route such that a cutting depth of the workpiece cut with the tool in a region with a small cutting load is greater than the cutting depth in a region with a large cutting load within such a range that the cutting load detected by the cutting load detection unit does not exceed a predetermined load.