3D Part Layout Variation for Uniform Nozzle Usage

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Solution Overview

Problem

In 3D printing, nozzles in printheads become less reliable due to uneven usage during batch printing operations, leading to shorter lives and increased clogging, as some nozzles are used more frequently than others, especially in areas where no agent is deposited or used at higher levels.

Innovation Solution

A processor determines modifications to the position and orientation of parts being fabricated across multiple levels to ensure uniform usage of nozzles, optimizing nozzle usage by adjusting the pattern of part fabrication to distribute workload evenly.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If batch printing operations are performed with fixed part patterns across multiple levels, then productivity is improved through efficient batch fabrication, but nozzle reliability deteriorates due to uneven usage distribution

Engineering Contradiction:
Improvebatch printing efficiencyVSAvoidnozzle reliability
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The system intentionally introduces asymmetry by modifying part patterns across different build levels. Instead of using identical symmetric patterns, the processor varies the arrangement, orientation, or positioning of parts in different levels to create asymmetric usage distribution that balances nozzle activation across the printhead array.

Inventive Principle:
Principle #4Asymmetry

Solution Approach 2:

The system dynamically adjusts part patterns based on usage data. The processor monitors nozzle usage across build levels and modifies subsequent part arrangements to balance usage distribution. This dynamic adaptation allows the system to maintain both high productivity and nozzle reliability by responding to actual usage conditions.

Inventive Principle:
Principle #15Dynamics

2Manufacturing precision

If nozzles are used at significantly higher rates in certain areas, then manufacturing precision may be maintained in high-demand regions, but nozzle lifespan decreases due to excessive wear and clogging

Engineering Contradiction:
Improvefabrication qualityVSAvoidnozzle lifespan
Core Design Contradiction:
Manufacturing precisionVSDuration of action of stationary object

Solution Approach 1:

The system changes the spatial parameters of part fabrication by modifying positions, orientations, or arrangements of parts across different build levels. This parameter modification redistributes the fabrication workload across different nozzle groups, ensuring that no single nozzle or nozzle group operates at excessively high rates, thereby extending nozzle lifespan while maintaining manufacturing precision.

Inventive Principle:
Principle #35Parameter changes

3Ease of operation

If the same part pattern is repeated across multiple build levels, then ease of operation is improved through standardized fabrication, but nozzle usage becomes highly uneven

Engineering Contradiction:
Improvefabrication standardizationVSAvoidnozzle usage uniformity
Core Design Contradiction:
Ease of operationVSReliability

Solution Approach 1:

The system segments the build volume into different levels and applies different part patterns to each level. Instead of repeating the same pattern uniformly across all levels, the processor divides the fabrication task into level-specific patterns that collectively balance nozzle usage. This segmentation allows standardized fabrication within each level while achieving overall usage uniformity.

Inventive Principle:
Principle #1Segmentation

Data Source

PatentUS12434433B2Modify property of 3D parts to cause different nozzle usages
Publication Date: 2025.10.07 PERIDOT PRINT LLC
  • US12434433B2 patent drawing
  • US12434433B2 patent drawing
  • US12434433B2 patent drawing

AI summary

According to examples, an apparatus may include a memory on which is stored instructions that when executed by a processor, cause the processor to access a digital file identifying a first plurality of parts to be fabricated in a first level of a build volume in a three-dimensional (3D) fabrication operation and a second plurality of parts to be fabricated in a second level of the build volume. The processor may also determine a first usage of a plurality of nozzles corresponding to fabrication of the first plurality of parts in the first level of the build volume and determine a modification to a property of the second plurality of parts to be fabricated in the second level of the build volume to have a second usage of the plurality of nozzles that differs from the first usage.