Laser-Cutting G-Code Sequencing to Prevent Final-Edge Distortion

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Solution Overview

Problem

Laser-cutting machines often produce distorted edges in cut parts due to thermal expansion caused by heat trapped in thin struts between parts, particularly the final edge cut last, leading to potential rocking behavior.

Innovation Solution

A system that detects potential distortions by simulating laser-cutting operations and modifies the cutting order in the G-code to avoid heat-trapped struts, using thermal and mechanical models, image processing techniques, and morphological dilation to adjust the cutting sequence.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Manufacturing precision

If laser-cutting is performed on sheet material, then parts are produced with high-quality surface finish, but heat accumulates in thin struts between parts causing thermal expansion and edge distortion

Engineering Contradiction:
Improvecut-edge qualityVSAvoidheat accumulation and thermal expansion
Core Design Contradiction:
Manufacturing precisionVSObject-affected harmful factors

Solution Approach 1:

The system performs preliminary detection of potential distortion conditions by simulating the laser-cutting operation before actual cutting. It identifies thin struts that would trap heat and cause thermal expansion, then modifies the G-code cutting sequence in advance to prevent distortion before it occurs during the actual laser-cutting process

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system changes the cutting sequence parameters in the G-code instructions based on detected distortion risks. By reordering the cutting operations to eliminate or minimize thin strut formations, the system alters the process parameters to prevent heat accumulation and thermal expansion that would otherwise cause edge distortion

Inventive Principle:
Principle #35Parameter changes

2Productivity

If the laser cutter head follows prescribed G-code instructions, then cutting efficiency is maintained, but distortion occurs on final edges cut last due to trapped heat in thin struts

Engineering Contradiction:
Improvecutting efficiencyVSAvoidedge straightness
Core Design Contradiction:
ProductivityVSManufacturing precision

Solution Approach 1:

The system uses thermal and mechanical models to simulate the laser-cutting operation and detects potential distortion conditions based on the cutting sequence. This feedback mechanism identifies which edges are at risk of distortion, allowing the system to modify the G-code instructions to reorder cutting operations and eliminate distortion-prone thin strut formations while maintaining cutting efficiency

Inventive Principle:
Principle #23Feedback

Applied Scientific Principles

This section explains which scientific principles are used to turn an abstract innovation direction into a practical engineering solution.

Function Achieved in This Case

Prevents distortion by altering the cutting direction to eliminate heat buildup in thin struts, ensuring precise and distortion-free cuts.

Implementation Method 1

When heat is trapped in thin struts between parts, the parts experience thermal expansion and this expansion can move the sheet being cut thereby causing the cut part to have distorted edges

Methodology Applied
Scientific EffectThermal expansion: Thermal Expansion

Data Source

PatentEP4126445B1System and method for detecting and correcting laser-cutting distortion
Publication Date: 2025.09.10 MITSUBISHI ELECTRIC CORP
  • EP4126445B1 patent drawingFigure 1A
  • EP4126445B1 patent drawingFigure 1B
  • EP4126445B1 patent drawingFigure 2

AI summary

A system for generating a G-code for controlling an operation of a laser- cutting machine to cut parts from a sheet of material, upon receiving cutting data specifying a cutting order of parts and a cutting order of edges of each part, tests the parts for potential distortions and generates a G-code to avoid the potential distortion. For testing a current part, the system detects a potential distortion when the final edge of the current part is adjacent to an edge of a previously cut part scheduled for cutting before the current part according to the cutting order of parts. The system modifies the cutting order to select the modified cutting order for which the final edge is not adjacent to any edge of any previously cut part.