3D Printer Skew Calibration Without External Reference Objects

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Solution Overview

Problem

Existing 3D printing systems face inaccuracies due to skew in movement components and deviations from precise alignment, and are challenged by thermal expansion and moisture absorption, which affect dimensional accuracy without the use of an independent reference object.

Innovation Solution

An apparatus and method that utilizes a 3D printer with integrated sensors and controllers to print features in specific directions, measure positional data after rotation, and determine skew without an independent reference object, while also compensating for thermal expansion and moisture absorption by adjusting print parameters.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Measurement precision

If an independent reference object is used for skew calibration, then measurement precision is improved, but device complexity and cost increase

Engineering Contradiction:
Improveskew measurement precisionVSAvoidcalibration system complexity
Core Design Contradiction:
Measurement precisionVSDevice complexity

Solution Approach 1:

The system uses the 3D printer itself to print calibration features on the build plate, eliminating the need for external reference objects. The printer's own movement components and build plate serve as the calibration reference, allowing the system to self-calibrate without additional equipment.

Inventive Principle:
Principle #25Self-service

Solution Approach 2:

The build plate serves multiple functions: it is both the printing surface for manufacturing parts and the reference frame for skew calibration. The calibration features are printed directly on the build plate, allowing the same component to serve dual purposes in manufacturing and calibration.

Inventive Principle:
Principle #6Universality (Multi-functionality)

2Measurement precision

If an independent reference object is used for skew calibration, then measurement precision is improved, but manufacturing cost increases

Engineering Contradiction:
Improveskew measurement precisionVSAvoidcalibration system cost
Core Design Contradiction:
Measurement precisionVSEase of manufacture

Solution Approach 1:

Instead of using expensive, precision-machined reference objects, the system prints calibration features directly on the build plate using standard 3D printing materials. These printed features are sufficient for calibration purposes and eliminate the need for costly external reference standards.

Inventive Principle:
Principle #27Cheap short-living objects (Disposable)

Solution Approach 2:

The system generates its own calibration references by printing features on the build plate, eliminating the need to purchase or maintain separate reference objects. This self-generated approach reduces external dependencies and costs.

Inventive Principle:
Principle #25Self-service

3Manufacturing precision

If printer components are precisely aligned to eliminate skew, then manufacturing precision is improved, but device complexity increases

Engineering Contradiction:
Improve3D printed part dimensional accuracyVSAvoidalignment system complexity
Core Design Contradiction:
Manufacturing precisionVSDevice complexity

Solution Approach 1:

The system measures the actual positions of printed calibration features and uses this feedback to calculate skew angles. This measured skew information is then used to adjust movement commands, creating a closed-loop system that compensates for misalignment without requiring perfect mechanical alignment.

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

Instead of physically adjusting mechanical components to achieve perfect alignment, the system changes the software parameters (movement commands) to compensate for the fixed mechanical skew. This software-based parameter adjustment is simpler than mechanical realignment.

Inventive Principle:
Principle #35Parameter changes

4Manufacturing precision

If compensation for thermal expansion and moisture absorption is implemented, then manufacturing precision is improved, but device complexity increases

Engineering Contradiction:
Improvedimensional accuracyVSAvoidcompensation system complexity
Core Design Contradiction:
Manufacturing precisionVSDevice complexity

Solution Approach 1:

The system pre-calculates compensation values for thermal expansion and moisture absorption based on material properties and environmental conditions. These compensation values are applied to the 3D production file before printing, allowing the system to proactively counteract expected dimensional changes rather than reacting to them after they occur.

Inventive Principle:
Principle #10Preliminary action

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

Enables accurate skew detection and correction, and compensates for thermal expansion and moisture absorption, enhancing the precision of 3D printed parts without the need for expensive reference objects.

Implementation Method 1

compensating for coefficient of thermal expansion

Methodology Applied
Scientific EffectThermal expansion: Thermal Expansion

Implementation Method 2

compensating for coefficient of thermal expansion and moisture absorption

Methodology Applied
Scientific EffectMoisture absorption: Absorption (physical)

Data Source

PatentUS12578702B2Apparatus and method for calibrating for skew without independent reference object and for compensating for coefficient of thermal expansion and moisture absorption
Publication Date: 2026.03.17 MARKFORGED INC
  • US12578702B2 patent drawing
  • US12578702B2 patent drawing
  • US12578702B2 patent drawing

AI summary

A 3D printing apparatus and method corrects for skew in the motion components of the apparatus without the use of an independent reference object. A calibration object having features therein or thereon is printed. A user rotates the calibration object by a certain angle after it is printed. The features in/on the calibration object are measured, and an amount of skew is determined based on the measurements. In addition, a 3D printing operation is compensated based on the effects of a coefficient of thermal expansion and/or moisture absorption on dimensional changes.