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Title: Pressure-based process monitoring of direct-ink write material extrusion additive manufacturing

Journal Article · · Additive Manufacturing

As additive manufacturing (AM) has become a reliable method for creating complex and unique hardware rapidly, the quality assurance of printed parts remains a priority. In situ process monitoring offers an approach for performing quality control while simultaneously minimizing post-production inspection. For extrusion printing processes, direct linkages between extrusion pressure fluctuations and print defects can be established by integrating pressure sensors onto the print head. In this work, the sensitivity of process monitoring is tested using engineered spherical defects. Pressure and force sensors located near an ink reservoir and just before the nozzle are shown to assist in identification of air bubbles, changes in height between the print head and build surface, clogs, and particle aggregates with a detection threshold of 60–70% of the nozzle diameter. Visual evidence of printed bead distortion is quantified using optical image analysis and correlated to pressure measurements. Importantly, this methodology provides an ability to monitor the quality of AM parts produced by extrusion printing methods and can be accomplished using commonly available pressure-sensing equipment.

Research Organization:
Sandia National Lab. (SNL-NM), Albuquerque, NM (United States)
Sponsoring Organization:
USDOE National Nuclear Security Administration (NNSA)
Grant/Contract Number:
NA0003525
OSTI ID:
2311419
Report Number(s):
SAND-2024-01479J
Journal Information:
Additive Manufacturing, Vol. 80; ISSN 2214-8604
Publisher:
ElsevierCopyright Statement
Country of Publication:
United States
Language:
English

References (27)

Sustainability-induced dual-level optimization of additive manufacturing process journal May 2016
Continuous Additive Manufacturing using Olefin Metathesis journal March 2022
Direct ink write multi-material printing of PDMS-BTO composites with MWCNT electrodes for flexible force sensors journal January 2022
Frontiers of 3D Printing/Additive Manufacturing: from Human Organs to Aircraft Fabrication† journal October 2016
3-D printing: The new industrial revolution journal March 2012
Employing Photosensitizers for Rapid Olefin Metathesis Additive Manufacturing of Poly(dicyclopentadiene) journal December 2021
Determination of geometrical factors in Layerwise Laser Melting using optical process monitoring journal December 2011
Energy Consumption Modeling of Stereolithography-Based Additive Manufacturing Toward Environmental Sustainability: Energy Consumption of SLA-Based AM journal May 2017
Direct Ink Writing of Three-Dimensional Ceramic Structures journal December 2006
ISO 9001 and performance: a method review journal September 2018
Infrared-assisted acoustic emission process monitoring for additive manufacturing conference January 2019
3D printing with 2D colloids: designing rheology protocols to predict ‘printability’ of soft-materials journal January 2019
In Operando Monitoring of Dynamic Recovery in 3D-Printed Thermoset Nanocomposites by XPCS journal June 2019
Direct Broadband Dielectric Spectroscopy of Liquid Chemicals Using Microwave-Fluidic Two-Wire Transmission Line Sensor journal May 2021
In-Situ Defect Detection in Laser Powder Bed Fusion by Using Thermography and Optical Tomography—Comparison to Computed Tomography journal January 2020
Spatially resolved acoustic spectroscopy for selective laser melting journal October 2016
Laser‐Assisted Direct Ink Writing for High‐Fidelity Fabrication of Elastomeric Complex Structures journal July 2023
Adoption of 3D-printing technologies in manufacturing: A survey analysis journal January 2017
A Review on Process Monitoring and Control in Metal-Based Additive Manufacturing journal October 2014
A Heating-Assisted Direct Ink Writing Method for Preparation of PDMS Cellular Structure with High Manufacturing Fidelity journal March 2022
Image Classification of Clogs in Direct Ink Write Additive Manufacturing conference December 2019
Process monitoring of additive manufacturing by using optical tomography conference January 2015
In-line rheological monitoring of fused deposition modeling journal January 2019
A systematic printability study of direct ink writing towards high-resolution rapid manufacturing journal May 2023
“Additive Manufacturing Technologies: 3D Printing, Rapid Prototyping, and Direct Digital Manufacturing”, 2nd Edition journal July 2015
Demonstration of RF and Microwave Passive Circuits Through 3-D Printing and Selective Metalization journal March 2017
Review of in-situ process monitoring and in-situ metrology for metal additive manufacturing journal April 2016