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Articles by Shivakumar Raman
Multimodal Bearing Fault Classification Under Variable Conditions: A 1D CNN with Transfer Learning
[Submitted on 23 Feb 2025] Title:Multimodal Bearing Fault Classification Under Variable Conditions: A 1D CNN with Transfer Learning View a PDF of the paper titled Multimodal Bearing Fault Classification Under Variable Conditions: A 1D CNN with Transfer Learning, by Tasfiq E. Alam and 2 other authors View PDF HTML (experimental) Abstract:Bearings play an integral role in ensuring the reliability and efficiency of rotating machinery - reducing friction and handling critical loads.
Metrology and Manufacturing-Integrated Digital Twin (MM-DT) for Advanced Manufacturing: Insights from CMM and FARO Arm Measurements
[Submitted on 8 Nov 2024] Title:Metrology and Manufacturing-Integrated Digital Twin (MM-DT) for Advanced Manufacturing: Insights from CMM and FARO Arm Measurements View a PDF of the paper titled Metrology and Manufacturing-Integrated Digital Twin (MM-DT) for Advanced Manufacturing: Insights from CMM and FARO Arm Measurements, by Hamidreza Samadi and 2 other authors View PDF HTML (experimental) Abstract:Metrology, the science of measurement, plays a key role in Advanced Manufacturing (AM) to...
PMI-DT: Leveraging Digital Twins and Machine Learning for Predictive Modeling and Inspection in Manufacturing
[Submitted on 2 Nov 2024] Title:PMI-DT: Leveraging Digital Twins and Machine Learning for Predictive Modeling and Inspection in Manufacturing View a PDF of the paper titled PMI-DT: Leveraging Digital Twins and Machine Learning for Predictive Modeling and Inspection in Manufacturing, by Chas Hamel and 2 other authors View PDF HTML (experimental) Abstract:Over the years, Digital Twin (DT) has become popular in Advanced Manufacturing (AM) due to its ability to improve production efficiency and...
Reverse engineering to determine airworthiness
When parts from aging aircraft begin to fail, they often require an assessment of repair versus replacement using reverse engineering. Our research is focusing on the sustainment of aging airplanes and creates a networked infrastructure to extend the useful life of asset resources without losing critical structure, function, and relationships.
A Comprehensive Survey on Diffusion Models and Their Applications
Preprint Review Version 1 This version is not peer-reviewed Version 1 : Received: 5 August 2024 / Approved: 5 August 2024 / Online: 6 August 2024 (08:36:05 CEST) Ahsan, M. M.; Raman, S.; Liu, Y.; Siddique, Z. A Comprehensive Survey on Diffusion Models and Their Applications. Preprints 2024, 2024080316. https://doi.org/10.20944/preprints202408.0316.v1 Ahsan, M. M.; Raman, S.; Liu, Y.; Siddique, Z. A Comprehensive Survey on Diffusion Models and Their Applications. Preprints 2024, 2024080316.
Communication of Design Data in Manufacturing Democratization
Open AccessConcept Paper by Bhairavsingh Ghorpade * and Shivakumar Raman Department of Industrial and Systems Engineering, The University of Oklahoma, Norman, OK 73019, USA * Author to whom correspondence should be addressed. J. Manuf. Mater. Process.
There Lived a Certain Man in Russia Long Ago
On a Friday night in Chennai in September 2015, we go with friends to drink gin and eat Jack Daniels chicken at 10 Downing Street. Styled as a British pub, 10 Downing Street is actually #50 B.N. Road—but you can see why they would change the name. It is retro night. Retro here means Michael Jackson and a medley from the musical Grease. It means disco and music videos featuring Afro-ed quartets.
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