1-12 of 12
K. A. Desai
Close
Save search
Follow your search
Access your saved searches in your account
Would you like to receive an alert when new items match your search?
Close Modal
Sort by
Proceedings Papers

Research2Market Connect: Cloud-Based Platform to Connect Academic Research With SMEs for Accelerated Innovations

Shubham Vaishnav, Ankit Agarwal, Pratik C. Sorathiya, K. A. Desai, Laine Mears
Proc. ASME. IDETC-CIE2024, Volume 2A: 44th Computers and Information in Engineering Conference (CIE), V02AT02A047, August 25–28, 2024
Publisher: American Society of Mechanical Engineers
Paper No: DETC2024-143867
https://doi.org/10.1115/DETC2024-143867
View Paper titled, Research2Market Connect: Cloud-Based Platform to Connect Academic Research With SMEs for Accelerated Innovations
Open the PDF for Research2Market Connect: Cloud-Based Platform to Connect Academic Research With SMEs for Accelerated Innovations in another window
Topics: Collaboration, Innovation
Proceedings Papers

Vision-Based Tool Wear Classification During End-Milling of Inconel 718 Using a Pre-Trained Convolutional Neural Network

Aitha Sudheer Kumar, Ankit Agarwal, Vinita Gangaram Jansari, K. A. Desai, Chiranjoy Chattopadhyay, Laine Mears
Proc. ASME. IMECE2023, Volume 3: Advanced Manufacturing, V003T03A016, October 29–November 2, 2023
Publisher: American Society of Mechanical Engineers
Paper No: IMECE2023-113344
https://doi.org/10.1115/IMECE2023-113344
View Paper titled, Vision-Based Tool Wear Classification During End-Milling of Inconel 718 Using a Pre-Trained Convolutional Neural Network
Open the PDF for Vision-Based Tool Wear Classification During End-Milling of Inconel 718 Using a Pre-Trained Convolutional Neural Network in another window
Topics: Artificial neural networks, Milling, Wear
Proceedings Papers

Utilizing Vision-Based Object Detection Algorithms in Recognizing Uncommon Operating Conditions for CNC Milling Machine

Sahil J. Choudhari, Sujay B. J., Swarit Anand Singh, K. A. Desai
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T05A007, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105311
https://doi.org/10.1115/MSEC2023-105311
View Paper titled, Utilizing Vision-Based Object Detection Algorithms in Recognizing Uncommon Operating Conditions for CNC Milling Machine
Open the PDF for Utilizing Vision-Based Object Detection Algorithms in Recognizing Uncommon Operating Conditions for CNC Milling Machine in another window
Topics: Algorithms, Computer numerical control machine tools, Image processing, Machinery, Machining centers, Graphical user interfaces, Internet of things, Artificial intelligence, Chatter, Computers
Proceedings Papers

Physics-Informed Machine Learning Model for In-Process Estimation of Cutter Runout Parameters in End Milling

Shubham Vaishnav, K. A. Desai
Proc. ASME. MSEC2023, Volume 2: Manufacturing Equipment and Automation; Manufacturing Processes; Manufacturing Systems; Nano/Micro/Meso Manufacturing; Quality and Reliability, V002T06A030, June 12–16, 2023
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2023-105175
https://doi.org/10.1115/MSEC2023-105175
View Paper titled, Physics-Informed Machine Learning Model for In-Process Estimation of Cutter Runout Parameters in End Milling
Open the PDF for Physics-Informed Machine Learning Model for In-Process Estimation of Cutter Runout Parameters in End Milling in another window
Topics: Machine learning, Milling, Physics
Journal Articles

Design-as-a-Service Framework for Enabling Innovations in Small- and Medium-Sized Enterprises

Ankit Agarwal, Pratik C. Sorathiya, Shubham Vaishnav, K. A. Desai, Laine Mears
Journal: Journal of Mechanical Design
Publisher: ASME
Article Type: Technical Briefs
J. Mech. Des. April 2023, 145(4): 044501.
Paper No: MD-22-1439
https://doi.org/10.1115/1.4056373
Published Online: December 21, 2022
View Article titled, Design-as-a-Service Framework for Enabling Innovations in Small- and Medium-Sized Enterprises
Open the PDF for Design-as-a-Service Framework for Enabling Innovations in Small- and Medium-Sized Enterprises in another window
Topics: Design, Innovation, Manufacturing
Proceedings Papers

Digital Twin-Based Tool State Prognosis Model for Drilling Machines

Sunidhi Dayam, K. A. Desai
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T05A039, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85449
https://doi.org/10.1115/MSEC2022-85449
View Paper titled, Digital Twin-Based Tool State Prognosis Model for Drilling Machines
Open the PDF for Digital Twin-Based Tool State Prognosis Model for Drilling Machines in another window
Topics: Digital twin, Drilling, Machinery
Proceedings Papers

Machine Learning-Based Cutting Constant Estimation for Mechanistic Force Models of End Milling Operation

Shubham Vaishnav, K. A. Desai
Proc. ASME. MSEC2022, Volume 2: Manufacturing Processes; Manufacturing Systems, V002T05A048, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85587
https://doi.org/10.1115/MSEC2022-85587
View Paper titled, Machine Learning-Based Cutting Constant Estimation for Mechanistic Force Models of End Milling Operation
Open the PDF for Machine Learning-Based Cutting Constant Estimation for Mechanistic Force Models of End Milling Operation in another window
Topics: Cutting, Machine learning, Machinery, Milling
Proceedings Papers

Machine Setup Abnormality Detection Using Machine Vision and Deep Learning

Sahil J. Choudhari, Swarit Anand Singh, Aitha Sudheer Kumar, K. A. Desai
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T04A009, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85519
https://doi.org/10.1115/MSEC2022-85519
View Paper titled, Machine Setup Abnormality Detection Using Machine Vision and Deep Learning
Open the PDF for Machine Setup Abnormality Detection Using Machine Vision and Deep Learning in another window
Topics: Machinery
Proceedings Papers

Vision-Sensor Fusion-Based Low-Cost Dimension Measurement System for Machining Shop Floor

Swarit Anand Singh, Aitha Sudheer Kumar, Pratik C. Sorathiya, K. A. Desai
Proc. ASME. MSEC2022, Volume 1: Additive Manufacturing; Biomanufacturing; Life Cycle Engineering; Manufacturing Equipment and Automation; Nano/Micro/Meso Manufacturing, V001T04A005, June 27–July 1, 2022
Publisher: American Society of Mechanical Engineers
Paper No: MSEC2022-85442
https://doi.org/10.1115/MSEC2022-85442
View Paper titled, Vision-Sensor Fusion-Based Low-Cost Dimension Measurement System for Machining Shop Floor
Open the PDF for Vision-Sensor Fusion-Based Low-Cost Dimension Measurement System for Machining Shop Floor in another window
Topics: Dimensions, Machinery, Machining, Measurement systems, Sensors
Journal Articles

Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation

Shubham Vaishnav, K. A. Desai
Journal: Journal of Computing and Information Science in Engineering
Publisher: ASME
Article Type: Research Papers
J. Comput. Inf. Sci. Eng. October 2022, 22(5): 051001.
Paper No: JCISE-21-1400
https://doi.org/10.1115/1.4054091
Published Online: March 25, 2022
View Article titled, Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation
Open the PDF for Long Short-Term Memory-Based Cutting Depth Monitoring System for End Milling Operation in another window
Topics: Cutting, Milling
Journal Articles

In-Process Dimension Monitoring System for Integration of Legacy Machine Tools into the Industry 4.0 Framework

Sunidhi Dayam, K. A. Desai, Mathew Kuttolamadom
Journal: Smart and Sustainable Manufacturing Systems
Publisher: ASTM International
Article Type: Technical Papers
Smart Sustain. Manuf. Syst.. March 2021, 5(1): 242–263.
Paper No: SSMS20210021
https://doi.org/10.1520/SSMS20210021
Published Online: December 9, 2021
View Article titled, In-Process Dimension Monitoring System for Integration of Legacy Machine Tools into the Industry 4.0 Framework
Open the PDF for In-Process Dimension Monitoring System for Integration of Legacy Machine Tools into the Industry 4.0 Framework in another window
Journal Articles

Rigidity Regulation Approach for Geometric Tolerance Optimization in End Milling of Thin-Walled Components

Ankit Agarwal, K. A. Desai
Journal: Journal of Manufacturing Science and Engineering
Publisher: ASME
Article Type: Research Papers
J. Manuf. Sci. Eng. November 2021, 143(11): 111006.
Paper No: MANU-20-1704
https://doi.org/10.1115/1.4051008
Published Online: June 11, 2021
View Article titled, Rigidity Regulation Approach for Geometric Tolerance Optimization in End Milling of Thin-Walled Components
Open the PDF for Rigidity Regulation Approach for Geometric Tolerance Optimization in End Milling of Thin-Walled Components in another window
Topics: Algorithms, Cutting, Deflection, Geometry, Milling, Stiffness, Machining