Dr. Nilesh U. Powar Profile

Dr. Nilesh U. Powar

at Univ of Dayton Research Institute

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Publications (2)

Proceedings Article | 6 September 2019 Paper

Support vector machine and convolutional neural network based approaches for defect detection in fused filament fabrication

Barath Narayanan Narayanan, Kelly Beigh, Gregory Loughnane, Nilesh Powar

Proceedings Volume 11139, 1113913 (2019) https://doi.org/10.1117/12.2524915

KEYWORDS: Principal component analysis, Defect detection, Convolutional neural networks, Polymers, Additive manufacturing, Machine learning, Image classification, 3D printing

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Proceedings Article | 4 May 2017 Presentation + Paper

Performing data analytics on information obtained from various sensors on an OSUS compliant system

Kelly Cashion, Darian Landoll, Kevin Klawon, Nilesh Powar

Proceedings Volume 10190, 1019005 (2017) https://doi.org/10.1117/12.2266578

KEYWORDS: Sensors, Analytics, Neural networks, Unattended sensors, Cameras, Convolution, Machine learning, Data processing, Infrared cameras, Detection and tracking algorithms

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