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Janis Terpenny
Titlu
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A comparative study on machine learning algorithms for smart manufacturing: tool wear prediction using random forests
D Wu, C Jennings, J Terpenny, RX Gao, S Kumara
Journal of Manufacturing Science and Engineering 139 (7), 071018, 2017
5962017
A fog computing-based framework for process monitoring and prognosis in cyber-manufacturing
D Wu, S Liu, L Zhang, J Terpenny, RX Gao, T Kurfess, JA Guzzo
Journal of Manufacturing Systems 43, 25-34, 2017
3002017
An ensemble learning-based prognostic approach with degradation-dependent weights for remaining useful life prediction
Z Li, D Wu, C Hu, J Terpenny
Reliability Engineering & System Safety 184, 110-122, 2019
1542019
Cybersecurity for digital manufacturing
D Wu, A Ren, W Zhang, F Fan, P Liu, X Fu, J Terpenny
Journal of manufacturing systems 48, 3-12, 2018
1412018
Harnessing product complexity: step 1—establishing product complexity dimensions and indicators
N Orfi, J Terpenny, A Sahin-Sariisik
The Engineering Economist 56 (1), 59-79, 2011
1212011
Design for adaptability (DFAD)—a new concept for achieving sustainable design
ME Kasarda, JP Terpenny, D Inman, KR Precoda, J Jelesko, A Sahin, ...
Robotics and Computer-Integrated Manufacturing 23 (6), 727-734, 2007
1012007
Cloud-based machine learning for predictive analytics: Tool wear prediction in milling
D Wu, C Jennings, J Terpenny, S Kumara
2016 IEEE International Conference on Big Data (Big Data), 2062-2069, 2016
942016
Predictive modelling of surface roughness in fused deposition modelling using data fusion
D Wu, Y Wei, J Terpenny
International Journal of Production Research 57 (12), 3992-4006, 2019
792019
Forecasting obsolescence risk and product life cycle with machine learning
C Jennings, D Wu, J Terpenny
IEEE Transactions on Components, Packaging and Manufacturing Technology 6 (9 …, 2016
792016
Development and utilization of ontologies in design for manufacturing
X Chang, R Rai, J Terpenny
782010
Interactive evolutionary solution synthesis in fuzzy set-based preliminary engineering design
J Wang, J Terpenny
Journal of intelligent manufacturing 14, 153-167, 2003
712003
Cloud-based parallel machine learning for tool wear prediction
D Wu, C Jennings, J Terpenny, S Kumara, RX Gao
Journal of manufacturing science and engineering 140 (4), 041005, 2018
702018
An ontology-based support for product conceptual design
X Chang, A Sahin, J Terpenny
Robotics and computer-integrated manufacturing 24 (6), 755-762, 2008
702008
Digital design and manufacturing on the cloud: A review of software and services—RETRACTED
D Wu, J Terpenny, D Schaefer
AI EDAM 31 (1), 104-118, 2017
652017
Component obsolescence risk assessment
C Josias, JP Terpenny, KJ McLean
IIE Annual Conference. Proceedings, 1, 2004
652004
Knowledge interaction with genetic programming in mechatronic systems design using bond graphs
J Wang, Z Fan, JP Terpenny, ED Goodman
IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005
612005
Ontology-based data integration and decision support for product e-Design
X Chang, J Terpenny
Robotics and Computer-Integrated Manufacturing 25 (6), 863-870, 2009
502009
Toward a multi-agent information management infrastructure for product family planning and mass customisation
SB Shooter, TW Simpson, SRT Kumara, RB Stone, JP Terpenny
International Journal of Mass Customisation 1 (1), 134-155, 2005
492005
Principles for managing technological product obsolescence
R Rai, J Terpenny
IEEE Transactions on components and packaging technologies 31 (4), 880-889, 2008
472008
Surface roughness prediction in additive manufacturing using machine learning
D Wu, Y Wei, J Terpenny
International manufacturing science and engineering conference 51371 …, 2018
432018
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