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Smart manufacturing: Past research, present findings, and future directions
Today, the manufacturing industry is aiming to improve competitiveness through the
convergence with cutting-edge ICT technologies in order to secure a new growth engine …
convergence with cutting-edge ICT technologies in order to secure a new growth engine …
A review of model inaccuracy and parameter uncertainty in laser powder bed fusion models and simulations
This paper presents a comprehensive review on the sources of model inaccuracy and
parameter uncertainty in metal laser powder bed fusion (L-PBF) process. Metal additive …
parameter uncertainty in metal laser powder bed fusion (L-PBF) process. Metal additive …
The design for additive manufacturing worksheet
JW Booth, J Alperovich… - Journal of …, 2017 - asmedigitalcollection.asme.org
Additive manufacturing (AM) technologies have become integral to modern prototy** and
manufacturing. Therefore, guidelines for using AM are necessary to help users new to the …
manufacturing. Therefore, guidelines for using AM are necessary to help users new to the …
Development of experimental method for in situ distortion and temperature measurements during the laser powder bed fusion additive manufacturing process
Measurements of the temperature and distortion evolution during laser powder bed fusion
(LPBF) are taken as a function of time. In situ measurements have proven vital to the …
(LPBF) are taken as a function of time. In situ measurements have proven vital to the …
IoT-enabled cloud-based additive manufacturing platform to support rapid product development
Additive Manufacturing (AM) with its unique capabilities provides a new way of rapid product
development. The emerging Cloud Manufacturing paradigm makes it much easier to access …
development. The emerging Cloud Manufacturing paradigm makes it much easier to access …
Statistical parameterized physics-based machine learning digital shadow models for laser powder bed fusion process
This paper presents a statistical physics-based machine learning model for predicting
defects, such as surface roughness and lack-of-fusion porosity, in the laser powder bed …
defects, such as surface roughness and lack-of-fusion porosity, in the laser powder bed …
Ontology-based knowledge representation for additive manufacturing
The flourishing development of additive manufacturing (AM) technologies calls for robust IT
methodologies and solutions to manage the plethora of data that is generated in the AM …
methodologies and solutions to manage the plethora of data that is generated in the AM …
Investigation of deep learning for real-time melt pool classification in additive manufacturing
Consistent melt pool geometry is an indicator of a stable laser powder bed fusion (L-PBF)
additive manufacturing process. Melt pool size and shape reflect the impact of process …
additive manufacturing process. Melt pool size and shape reflect the impact of process …
Process-structure linkages using a data science approach: application to simulated additive manufacturing data
A novel data science workflow is developed and demonstrated to extract process-structure
linkages (ie, reduced-order model) for microstructure evolution problems when the final …
linkages (ie, reduced-order model) for microstructure evolution problems when the final …
Six-sigma quality management of additive manufacturing
Quality is a key determinant in deploying new processes, products, or services and
influences the adoption of emerging manufacturing technologies. The advent of additive …
influences the adoption of emerging manufacturing technologies. The advent of additive …