Additive Manufacturing Lattice Subdivision for Customization Speed

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Solution Overview

Problem

The generation of highly customized data files for additive manufacturing is time-consuming and computationally intensive, making it expensive and inefficient for mass customization.

Innovation Solution

A method for rapid production of customized objects with composite lattice structures using additive manufacturing, involving inputting boundary shapes and desired mechanical properties into a processor, subdividing the shape into work cells, selecting lattices from a database based on mechanical properties and compatibility, and performing modification operations on the lattices to achieve the desired properties.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Adaptability or versatility

If highly customized data files are generated for additive manufacturing, then product customization capability is improved, but production time and computational resources increase

Engineering Contradiction:
Improveproduct customization capabilityVSAvoidproduction time
Core Design Contradiction:
Adaptability or versatilityVSLoss of time

Solution Approach 1:

The boundary shape is subdivided into multiple work cells, allowing parallel processing and generation of customized data files for different regions simultaneously. This segmentation enables the system to handle customization requirements while reducing overall computational time by distributing the workload across multiple independent units.

Inventive Principle:
Principle #1Segmentation

Solution Approach 2:

A database of pre-characterized lattices with known mechanical properties is prepared in advance. During the customization process, these pre-characterized lattices are selected and assembled based on desired mechanical properties, eliminating the need to generate and analyze lattice configurations from scratch for each customized object, thus significantly reducing computational time.

Inventive Principle:
Principle #10Preliminary action

2Adaptability or versatility

If highly customized data files are generated for additive manufacturing, then product customization capability is improved, but computational resources and cost increase

Engineering Contradiction:
Improveproduct customization capabilityVSAvoidcomputational resources
Core Design Contradiction:
Adaptability or versatilityVSDevice complexity

Solution Approach 1:

Lattices are pre-characterized with their mechanical properties stored in a database before the customization process. This preliminary action allows the system to simply retrieve and assemble existing lattice data rather than performing complex computational analysis for each customization request, thereby reducing computational resource requirements while maintaining high customization capability.

Inventive Principle:
Principle #10Preliminary action

Solution Approach 2:

The system uses discrete lattice types with predefined mechanical properties from the database, selecting appropriate lattices by matching desired mechanical property parameters. This approach transforms the complex problem of generating customized data files into a parameter-matching and assembly task, significantly reducing computational complexity while preserving customization flexibility.

Inventive Principle:
Principle #35Parameter changes

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

This method enables the efficient and cost-effective production of customized objects with tailored mechanical properties, improving the speed and accuracy of additive manufacturing for mass customization.

Implementation Method 1

filling a first one of said work cells with a lattice from the database, the lattice selected based on the correspondence of the mechanical properties of said lattice to said desired mechanical properties of said object; then filling the remaining ones of said work cells with lattices from said database

Methodology Applied
Scientific EffectDatabase selection and matching:

Implementation Method 2

A group of additive manufacturing techniques sometimes referred to as 'stereolithography' create a three-dimensional object by the sequential polymerization of a light polymerizable resin

Methodology Applied
Scientific EffectPhotopolymerization: Photopolymerisation

Implementation Method 3

The recent introduction of a more rapid stereolithography technique known as continuous liquid interface production (CLIP), coupled with the introduction of 'dual cure' resins for additive manufacturing

Methodology Applied
Scientific EffectLight projection and polymerization: Photopolymerisation

Data Source

PatentUS12263641B2Mass customization in additive manufacturing
Publication Date: 2025.04.01 CARBON INC
  • US12263641B2 patent drawing
  • US12263641B2 patent drawing
  • US12263641B2 patent drawing

AI summary

A method for the production of an object by additive manufacturing includes inputting a boundary shape and desired mechanical properties for said object, subdividing said boundary shape into work cells, providing lattices in a database, each lattice including a geometry and a mechanical property, filling a first one of said work cells with a lattice from the database, the lattice selected based on the correspondence of the mechanical properties of said lattice to said desired mechanical properties of said object, filling the remaining ones of said work cells with lattices from said database to produce a filled boundary shape, each said lattice selected based on the correspondence of the mechanical properties of said lattice to the desired mechanical properties of the object and the compatibility of adjacent lattices in adjacent work cells with one another, then performing a modification operation on the lattice of a work cell.