1-2 of 2
Keywords: variational autoencoder
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Journal Articles

An Invariant Representation of Coupler Curves Using a Variational AutoEncoder: Application to Path Synthesis of Four-Bar Mechanisms

Anar Nurizada, Anurag Purwar
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. January 2024, 24(1): 011008.
Paper No: JCISE-23-1067
https://doi.org/10.1115/1.4063726
Published Online: October 27, 2023
... variational autoencoder (VAE). This study shows that a VAE can provide a standalone representation of a coupler curve, regardless of the input representation, and that the compact latent dimensions of the VAE can be used to describe coupler curves of four-bar linkages. Additionally, a new approach...
View Article titled, An Invariant Representation of Coupler Curves Using a <span class="search-highlight">Variational</span> <span class="search-highlight">AutoEncoder</span>: Application to Path Synthesis of Four-Bar Mechanisms
Open the PDF for An Invariant Representation of Coupler Curves Using a <span class="search-highlight">Variational</span> <span class="search-highlight">AutoEncoder</span>: Application to Path Synthesis of Four-Bar Mechanisms in another window
Topics: Artificial neural networks, Linkages, Wavelets
Journal Articles

Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction

Zhenjun Yu, Ningbo Lei, Yu Mo, Xin Xu, Xiu Li, Biqing Huang
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. February 2024, 24(2): 021004.
Paper No: JCISE-23-1065
https://doi.org/10.1115/1.4062599
Published Online: July 18, 2023
... Energy Operator and Deep Belief Networks ,” Expert Syst. Appl. , 41 ( 9 ), pp. 4113 – 4122 . [41] Lee , S. , Kwak , M. , Tsui , K.-L. , and Kim , S. B. , 2019 , “ Process Monitoring Using Variational Autoencoder for High-Dimensional Nonlinear Processes ,” Eng. Appl. Artif...
View Article titled, Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction
Open the PDF for Feature Extraction Based on Self-Supervised Learning for Remaining Useful Life Prediction in another window
Topics: Algorithms, Feature extraction, Sensors, Service life (Equipment), Trains