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Hari P. N. Nagarajan
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Journal Articles

Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance

Hari P. N. Nagarajan, Suraj Panicker, Hossein Mokhtarian, Théo Remy-Lorit, Eric Coatanéa, Romaric Prod’hon, Hesam Jafarian, Karl R. Haapala, Ananda Chakraborti
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. December 2019, 3(2): 169–189.
Paper No: SSMS20190026
https://doi.org/10.1520/SSMS20190026
Published Online: December 1, 2019
View Article titled, Graph-Based Metamodeling for Characterizing Cold Metal Transfer Process Performance
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Journal Articles

Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling

Hari P. N. Nagarajan, Hossein Mokhtarian, Hesam Jafarian, Saoussen Dimassi, Shahriar Bakrani-Balani, Azarakhsh Hamedi, Eric Coatanéa, G. Gary Wang, Karl R. Haapala
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Research-Article
J. Mech. Des. February 2019, 141(2): 021705.
Paper No: MD-18-1545
https://doi.org/10.1115/1.4042084
Published Online: December 20, 2018
View Article titled, Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling
Open the PDF for Knowledge-Based Design of Artificial Neural Network Topology for Additive Manufacturing Process Modeling: A New Approach and Case Study for Fused Deposition Modeling in another window
Topics: Artificial neural networks, Modeling, Topology, Dimensional analysis
Proceedings Papers

Knowledge-Based Optimization of Artificial Neural Network Topology for Process Modeling of Fused Deposition Modeling

Hari P. N. Nagarajan, Hesam Jafarian, Azarakhsh Hamedi, Hossein Mokhtarian, Romaric Prod'hon, Shaima Tilouche, Eric Coatanéa, Vladislav Nenchev
Proc. ASME. IDETC-CIE2018, Volume 4: 23rd Design for Manufacturing and the Life Cycle Conference; 12th International Conference on Micro- and Nanosystems, V004T05A027, August 26–29, 2018
Publisher: American Society of Mechanical Engineers
Paper No: DETC2018-86187
https://doi.org/10.1115/DETC2018-86187
View Paper titled, Knowledge-Based Optimization of Artificial Neural Network Topology for Process Modeling of Fused Deposition Modeling
Open the PDF for Knowledge-Based Optimization of Artificial Neural Network Topology for Process Modeling of Fused Deposition Modeling in another window
Topics: Artificial neural networks, Modeling, Optimization, Topology, Additive manufacturing, Dimensional analysis, Manufacturing, Noise (Sound)
Journal Articles

Environmental Performance Evaluation of a Fast Mask Image Projection Stereolithography Process Through Time and Energy Modeling

Hari P. N. Nagarajan, Harsha A. Malshe, Karl R. Haapala, Yayue Pan
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research-Article
J. Manuf. Sci. Eng. October 2016, 138(10): 101004.
Paper No: MANU-16-1041
https://doi.org/10.1115/1.4033756
Published Online: August 3, 2016
View Article titled, Environmental Performance Evaluation of a Fast Mask Image Projection Stereolithography Process Through Time and Energy Modeling
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Topics: Design, Energy consumption, Manufacturing, Mask image projection stereolithography, Modeling, Sustainability, Shapes
Proceedings Papers

Application of Sustainability Assessment to a Novel Plastic Recycling Process

Hari P. N. Nagarajan, Karl R. Haapala
Proc. ASME. IDETC-CIE2015, Volume 4: 20th Design for Manufacturing and the Life Cycle Conference; 9th International Conference on Micro- and Nanosystems, V004T05A008, August 2–5, 2015
Publisher: American Society of Mechanical Engineers
Paper No: DETC2015-47937
https://doi.org/10.1115/DETC2015-47937
View Paper titled, Application of Sustainability Assessment to a Novel Plastic Recycling Process
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Topics: Plastics recycling, Sustainability, Recycling, Crude oil, Plastic scrap, Energy resources, Exergy, Life cycle assessment, Optimization, Pyrolysis