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Proceedings Papers

Conveyer-Less Matrix Assembly Layout Design to Maximize Labor Productivity and Footprint Usage

Ankur Verma, Seog-Chan Oh, James W. Wells, Jorge Arinez, Soundar Kumara

Proc. ASME. IMECE2022, Volume 2B: Advanced Manufacturing, V02BT02A020, October 30–November 3, 2022

Paper No: IMECE2022-94628

DOI: https://doi.org/10.1115/IMECE2022-94628

View Paper titled, Conveyer-Less Matrix Assembly Layout Design to Maximize Labor Productivity and Footprint Usage

Topics: Design, Electric vehicles, Manufacturing, Mobile robots

Journal Articles

Smart Vaccine Manufacturing Using Novel Biotechnology Platforms: A Study During COVID-19

Vishnu Kumar, Vijay Srinivasan, Soundar Kumara

J. Comput. Inf. Sci. Eng. August 2022, 22(4): 040903.

Paper No: JCISE-21-1331

DOI: https://doi.org/10.1115/1.4053273

Published Online: February 16, 2022

View Article titled, Smart Vaccine Manufacturing Using Novel Biotechnology Platforms: A Study During COVID-19

Topics: Manufacturing

Journal Articles

Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning

Michael Hoffman, Eunhye Song, Michael Brundage, Soundar Kumara

J. Comput. Inf. Sci. Eng. August 2022, 22(4): 041005.

Paper No: JCISE-21-1283

DOI: https://doi.org/10.1115/1.4053408

Published Online: February 7, 2022

View Article titled, Online Maintenance Prioritization Via Monte Carlo Tree Search and Case-Based Reasoning

Topics: Machinery, Maintenance

Proceedings Papers

Towards Smart Vaccine Manufacturing: A Preliminary Study During COVID-19

Vishnu Kumar, Vijay Srinivasan, Soundar Kumara

Proc. ASME. IMECE2021, Volume 2B: Advanced Manufacturing, V02BT02A023, November 1–5, 2021

Paper No: IMECE2021-70516

DOI: https://doi.org/10.1115/IMECE2021-70516

View Paper titled, Towards Smart Vaccine Manufacturing: A Preliminary Study During COVID-19

Topics: Manufacturing

Journal Articles

Cloud-Based Parallel Machine Learning for Tool Wear Prediction

Dazhong Wu, Connor Jennings, Janis Terpenny, Soundar Kumara, Robert X. Gao

J. Manuf. Sci. Eng. April 2018, 140(4): 041005.

Paper No: MANU-17-1344

DOI: https://doi.org/10.1115/1.4038002

Published Online: February 12, 2018

View Article titled, Cloud-Based Parallel Machine Learning for Tool Wear Prediction

Topics: Algorithms, Machine learning, Wear, Manufacturing, Milling, Cloud computing, Cutting, Sensors, Vibration

Journal Articles

An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping

Matthew L. Dering, Conrad S. Tucker, Soundar Kumara

J. Comput. Inf. Sci. Eng. March 2018, 18(1): 011002.

Paper No: JCISE-16-2066

DOI: https://doi.org/10.1115/1.4037434

Published Online: November 13, 2017

View Article titled, An Unsupervised Machine Learning Approach to Assessing Designer Performance During Physical Prototyping

Topics: Data acquisition, Design, Engineering design, Engineering prototypes, Feedback, Machine learning, Modeling, Object recognition, Sensors, Workshops (Work spaces)

Proceedings Papers

Data-Driven Prognostics Using Random Forests: Prediction of Tool Wear

Dazhong Wu, Connor Jennings, Janis Terpenny, Robert Gao, Soundar Kumara

Proc. ASME. MSEC2017, Volume 3: Manufacturing Equipment and Systems, V003T04A048, June 4–8, 2017

Paper No: MSEC2017-2679

DOI: https://doi.org/10.1115/MSEC2017-2679

View Paper titled, Data-Driven Prognostics Using Random Forests: Prediction of Tool Wear

Topics: Wear, Artificial neural networks, Manufacturing systems, Artificial intelligence, Algorithms, Failure, Machine learning, Machinery, Maintenance, Manufacturing

Journal Articles

A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Dazhong Wu, Connor Jennings, Janis Terpenny, Robert X. Gao, Soundar Kumara

J. Manuf. Sci. Eng. July 2017, 139(7): 071018.

Paper No: MANU-16-1567

DOI: https://doi.org/10.1115/1.4036350

Published Online: April 18, 2017

View Article titled, A Comparative Study on Machine Learning Algorithms for Smart Manufacturing: Tool Wear Prediction Using Random Forests

Topics: Algorithms, Artificial neural networks, Wear, Machine learning

Journal Articles

Modular Product Design Using Cyberinfrastructure for Global Manufacturing

John Jung-Woon Yoo, Soundar Kumara, Timothy W. Simpson

J. Comput. Inf. Sci. Eng. September 2012, 12(3): 031008.

DOI: https://doi.org/10.1115/1.4007402

Published Online: August 31, 2012

View Article titled, Modular Product Design Using Cyberinfrastructure for Global Manufacturing

Topics: Design, Manufacturing, Product design, Machinery, Web services

Proceedings Papers

Product Design Using Interface-Based Module Description

Vamsy Godthi, John Jung-Woon Yoo, Cari Bryant Arnold, Timothy W. Simpson, Soundar Kumara

Proc. ASME. IDETC-CIE2010, Volume 5: 22nd International Conference on Design Theory and Methodology; Special Conference on Mechanical Vibration and Noise, 47-58, August 15–18, 2010

Paper No: DETC2010-28850

DOI: https://doi.org/10.1115/DETC2010-28850

View Paper titled, Product Design Using Interface-Based Module Description

Topics: Product design, Product development, Cycles, Design, Mechanical products

Journal Articles

Engineering Complex, Information-Based, Networked Industrial Systems: A Research Roadmap

Albert Jones, Abhijit Deshmukh, Soundar Kumara, Man-Sze Li

J. Comput. Inf. Sci. Eng. March 2008, 8(1): 011005.

DOI: https://doi.org/10.1115/1.2844398

Published Online: February 28, 2008

View Article titled, Engineering Complex, Information-Based, Networked Industrial Systems: A Research Roadmap

Topics: Topology, Decision making, Simulation models, Eigenvalues, Uncertainty, Engineers, System dynamics, Simulation