Additive Manufacturing Plume Tracking for Beam Intensity Control

Resolve Bottlenecks,
Find Innovative Solutions
Generate Solutions

Solution Overview

Problem

In additive manufacturing, the trajectory of emissions plumes is not tracked, leading to potential blockage of energy beams and reduction in beam intensity, which can hinder the build process.

Innovation Solution

The use of sensors to generate signals representative of the trajectory of emissions plumes, allowing for real-time monitoring and control of the additive manufacturing process to prevent beam/plume interactions and optimize build efficiency.

Engineering Contradictions & Design Principles

VSEngineering Contradiction Analysis

1Productivity

If rapid beam scanning or multiple beams are used to improve build speed, then productivity increases, but beam blockage by condensate reduces manufacturing precision and reliability

Engineering Contradiction:
Improvebuild speedVSAvoidbeam intensity
Core Design Contradiction:
ProductivityVSReliability

Solution Approach 1:

The patent employs sensors (cameras, photodetectors, or other detection devices) to detect plume trajectory and condensate formation in real-time during the additive manufacturing process. This feedback information is fed back to the control system, which adjusts process parameters (such as beam path, shielding gas flow rate, or powder bed temperature) to prevent beam blockage and maintain consistent beam intensity, thereby resolving the contradiction between high-speed scanning and reliable beam delivery

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The system dynamically changes process parameters based on detected plume behavior. When condensate formation is detected that may block the beam, the control system adjusts parameters such as shielding gas composition, gas flow rate, or beam scanning speed to alter plume trajectory and prevent condensate accumulation in the beam path, thus maintaining both productivity and beam reliability

Inventive Principle:
Principle #35Parameter changes

2Reliability

If shielding gas flow is increased to prevent condensate blockage, then beam intensity is maintained, but energy consumption and system complexity increase

Engineering Contradiction:
Improvebeam intensityVSAvoidgas flow energy
Core Design Contradiction:
ReliabilityVSUse of energy by stationary object

Solution Approach 1:

Rather than continuously maintaining high shielding gas flow, the system uses sensors to detect plume trajectory and condensate formation. The control system then provides feedback to adjust gas flow rate dynamically - increasing flow only when and where condensate formation threatens to block the beam, and reducing flow when conditions are favorable. This feedback-based approach maintains beam reliability while minimizing energy consumption compared to continuous high-flow operation

Inventive Principle:
Principle #23Feedback

Solution Approach 2:

The shielding gas flow system transitions from a static, continuously high-flow configuration to a dynamic system that adjusts flow rate in real-time based on plume behavior and condensate formation. This dynamic adjustment allows the system to maintain beam intensity only when necessary, significantly reducing overall energy consumption while preserving manufacturing reliability

Inventive Principle:
Principle #15Dynamics

3Reliability

If plume trajectory is monitored in real-time, then beam blockage is prevented, but device complexity increases due to additional sensors and control systems

Engineering Contradiction:
Improvebuild processVSAvoidmonitoring system
Core Design Contradiction:
ReliabilityVSDevice complexity

Solution Approach 1:

The patent leverages sensors that can serve multiple functions: detecting plume trajectory, monitoring condensate formation, and potentially characterizing melt pool behavior. By using multi-functional sensing and control systems, the patent reduces the need for separate dedicated components for each monitoring function, thereby mitigating the increase in device complexity while achieving reliable beam blockage prevention

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

Solution Approach 2:

The control system uses the detected plume trajectory information to automatically adjust process parameters without requiring external intervention or complex manual control systems. The system essentially monitors and corrects its own operation, reducing the need for complex external monitoring and control infrastructure while maintaining high reliability in preventing beam blockage

Inventive Principle:
Principle #25Self-service

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 detailed understanding and control of plume behavior, preventing beam blockages and optimizing build speed by allowing for adjustments in process parameters, thereby improving the performance and efficiency of the additive manufacturing machine.

Implementation Method 1

using at least one sensor to generate at least one signal representative of a trajectory of one or more of the plumes

Methodology Applied
Scientific EffectLight scattering: Scattering

Implementation Method 2

interaction of the one or more energy beams with the powder causes vaporization of the powder, generating a plume

Methodology Applied
Scientific EffectLaser ablation: Laser Ablation

Implementation Method 3

the plume which originates in the vicinity of the melt pool and travels downstream, entrained in the shielding gas flow

Methodology Applied
Scientific EffectGas flow convection: Convection

Implementation Method 4

At downstream locations, the vapor cools and condenses so that the plume comprises a mixture of gas and metallic particles (condensate)

Methodology Applied
Scientific EffectCondensation: Condensation

Data Source

PatentUS11478853B2Method for emissions plume monitoring in additive manufacturing
Publication Date: 2022.10.25 GENERAL ELECTRIC CO
  • US11478853B2 patent drawing
  • US11478853B2 patent drawing
  • US11478853B2 patent drawing

AI summary

A method of monitoring an additive manufacturing process in which one or more energy beams are used to selectively fuse a powder to form a workpiece, in the presence of one or more plumes generated by interaction of the one or more energy beams with the powder. The method includes using at least one sensor to generate at least one signal representative of a trajectory of one or more of the plumes.