I am a doctoral candidate in the Department of Mechanical Engineering at IIT Jodhpur. Here I am working under the supervision of Prof. Kaushal A. Desai.
I am currently conducting research in the fields of smart manufacturing and Industry 4.0, exploring newly evolved technologies, such as machine vision and deep learning, to revolutionize the manufacturing industry.
Previously, under the guidance of Prof. Puneet Tandon, I had explored a few aspects of Incremental Sheet Forming at Elevated Temperatures.
With my research work, I want to contribute fruitfully to the research endeavors of the manufacturing industries in India and contribute meaningfully towards the policies of the Government of India in making India self-reliant (Atmanirbhar Bharat).
“The secret to growth in this new era of disruptive technologies is the willingness to learn and relearn even if what you knew previously brought you success.”
Ph.D. in Mechanical Engineering (2019 - Present)
Indian Institute of Technology Jodhpur,
Jodhpur, Rajasthan
M.Tech. in Mechanical Engineering-Manufacturing (2017-19)
PDPM Indian Institute of Information Technology, Design and Manufacturing,
Jabalpur, Madhya Pradesh
B.Tech. in Mechanical Engineering (2011-15)
Feroze Gandhi Institute of Engineering and Technology, Raebareli, Uttar Pradesh
(Affiliated to Uttar Pradesh Technical University)
During Ph.D. in IIT Jodhpur
MEL7310 Computer Aided Manufacturing
MEL7090 Industry 4.0 Applications in Manufacturing Systems
EEL7040 Sensors and Measurement
MAL7023 Optimization
MAL7021 Statistical Techniques
MTL7350 Principles of Engineering Material Selection
CSL7020 Machine Learning
HSN7010 Technical Communication
OAL7010 Innovation and IP Management
OAN7010 System Engineering and Project Management
HSN7020 Ethics and Professional Life
Other
ISE6970 Preparing for a Life in Academia (Course Instructor: Professor Janet K. Allen and Professor Farrokh Mistree)
During Ph.D. in IIT Jodhpur
CSL7360 Computer Vision (Summer Semester, A.Y. 2023-2024)
MEP1020 Engineering Realization (Semester II, A.Y. 2023-2024)
CSL7360 Computer Vision (Semester I, A.Y. 2023-2024)
MEL1010 Engineering Mechanics (Semester I, A.Y. 2022-2023)
MEL3090 Smart Manufacturing - Theory and Practicals (Semester II, A.Y. 2021-2022)
MEL7020 Smart Manufacturing (Semester I, A.Y. 2021-2022)
ME314 Machining Science and Metrology (Trimester III, A.Y. 2020-2021)
MEL2030 Manufacturing Processes (Trimester II, A.Y. 2020-2021)
MEL2010 Mechanics of Solids (Trimester I, A.Y. 2020-2021)
MEL7370 Microfluidics Technology (Semester II, A.Y. 2019-2020)
MEL7020 Smart Manufacturing (Semester I, A.Y. 2019-2020)
PMRF Teaching Duty
NPTEL noc23-me14 Product Design and Manufacturing (January 2023 - June 2023)
NPTEL noc22-me123 Automation in Manufacturing (July 2022 - December 2022)
Kendriya Vidyalaya, IIT Jodhpur (January 2021 - June 2022)
Upcoming Articles
Swarit Anand Singh and K. A. Desai "Data-Driven Approach for Addressing Imbalanced Samples in Vision-based Surface Defect Detection of Tapered Rollers.", International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 13), NIT Calicut, December 13-15, 2024. Calicut, INDIA.
Garvit Singh, Swarit Anand Singh, and K. A. Desai "PromptCAD: Generating 3-D Solid Models from Textual Prompts.", International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 13), NIT Calicut, December 13-15, 2024. Calicut, INDIA.
Shweta Umbraje, Swarit Anand Singh, Chiranjoy Chattopadhyay, and K. A. Desai "Synthetic Image Dataset Generation for Defect Detection on Curved Surface Using Convolutional Neural Networks.", International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 13), NIT Calicut, December 13-15, 2024. Calicut, INDIA.
Gurpreet Singh Sachdeva, Prithvi Adhikary, Sauvik Das, Shamir Khan, Swarit Anand Singh, and Riby Boby "Ensemble Methods for Magnetic Tile Surface Defect Detection.", International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 13), NIT Calicut, December 13-15, 2024. Calicut, INDIA.
Patents, Designs, Copyright and Trade Marks
iHub Drishti Foundation, Indian Institute of Technology Jodhpur, Swarit Anand Singh, and K. A. Desai. "In-line vision inspection setup for axisymmetric components." Design Number: 393244-001, The Indian Patent Office Journal No. 22/2024, Dated 31/05/2024.
iHub Drishti Foundation, Indian Institute of Technology Jodhpur, Swarit Anand Singh, K. A. Desai, and Sahil J Choudhari . "Vision-based In-line Surface Defect Detection Algorithm and User Interface for Tapered Roller Inspection System." Computer Software Copyright. Registration Number: SW-17758/2023, Copyright Office, Government of India, Dated 11/12/2023.
iHub Drishti Foundation, Swarit Anand Singh, and K. A. Desai. "SAMIKSHAK 1.0". Trade Mark. Class : [9, 7]. TM Application No. 6075594. Trade Marks Journal No. 2130, Dated 13/11/2023 and 2131, Dated 20/11/2023.
iHub Drishti Foundation, Indian Institute of Technology Jodhpur, Swarit Anand Singh, K. A. Desai, and Pratik C Sorathiya. "Control panel cabinet with Operator Console Enclosure." Design Number: 393245-001, The Indian Patent Office Journal No. 42/2023, Dated 20/10/2023.
PDPM Indian Institute of Information Technology, Design and Manufacturing Jabalpur, Ankit Kumar Gupta, Swarit Anand Singh, and Puneet Tandon. "Portable Experimental Heating Setup". Design Number: 379920-001, The Indian Patent Office Journal No. 19/2023, Dated 12/05/2023.
Indian Institute of Technology Jodhpur, Swarit Anand Singh, Aitha Sudheer Kumar, and K. A. Desai. "Portable Image Acquisition System." Design Number: 354560-001, The Indian Patent Office Journal No. 03/2023, Dated 20/01/2023.
Journal Paper Published
Sahil J Choudhari, Swarit Anand Singh, Aitha Sudheer Kumar, and K. A. Desai. "Image Processing Framework for In-Process Shaft Diameter Measurement on Legacy Manual Machines." International Journal of Advanced Manufacturing Technology (2024) DOI: 10.1007/s00170-024-14750-x
Swarit Anand Singh, Sahil J Choudhari, and K. A. Desai. "Augmenting human-guided progressive learning with machine vision systems for robust surface defect detection." Advanced Engineering Informatics (2024) DOI: 10.1016/j.aei.2024.102906
Swarit Anand Singh, Aitha Sudheer Kumar, and K. A. Desai. "Vision-based System for Automated Image Dataset Labelling and Dimension Measurements on Shop Floor." Measurement (2023) DOI: 10.1016/j.measurement.2023.112980
Swarit Anand Singh, Aitha Sudheer Kumar, and K. A. Desai. "Comparative Assessment of Common Pre-Trained CNNs for Vision-Based Surface Defect Detection of Machined Components." Expert Systems with Applications (2023) DOI:10.1016/j.eswa.2023.119623
Swarit Anand Singh and K. A. Desai. " Automated surface defect detection framework using machine vision and convolutional neural networks." Journal of Intelligent Manufacturing (2022) DOI: 10.1007/s10845-021-01878-w
Swarit Anand Singh, Satwik Priyadarshi, and Puneet Tandon. " Finite Element based Comparative Investigation of Incremental Forming and Elevated Temperature Incremental Forming." International Journal of Manufacturing Research (2022) DOI: 10.1504/IJMR.2023.131586
Swarit Anand Singh, Satwik Priyadarshi, and Puneet Tandon. " Exploration of Appropriate Tool Material and Lubricant for Elevated Temperature Incremental Forming of Aluminium Alloy." International Journal of Precision Engineering and Manufacturing (2020) DOI: 10.1007/s12541-020-00447-0
Swarit Anand Singh, Satwik Priyadarshi, and Puneet Tandon. " Comparative study of Incremental Forming and Elevated Temperature Incremental Forming through Experimental Investigations on AA 1050 sheet." Journal of Manufacturing Science and Engineering (2020) DOI: 10.1115/1.4049093
Swarit Anand Singh, Satwik Priyadarshi, and Puneet Tandon. "Investigations on the influence of heat on AA1050 sheet during incremental forming." Letters on Materials 9, no. 4s (2019): 523-527. DOI: 10.22226/2410-3535-2019-4-523-527
Conference Paper Published
Anupam Ghosh, Sayan Mukherjee, Shamir Khan, Swarit Anand Singh, and Riby Boby. "Selective Privacy Control on Video Feed using Pre-trained DNN." Proceedings Paper: IEEE International Conference on Intelligent Signal Processing and Effective Communication Technologies (INSPECT 2024). ABV-IIITM Gwalior, INDIA. December 07-08, 2024. Paper No. 358. DOI: 10.1109/INSPECT63485.2024.10896218
Swarit Anand Singh, Sujay B J, and K. A. Desai. "Exploring Feasibility of Vision-Based Automated Evaluation during Laboratory Courses in Manufacturing." Proceedings Paper: 52nd SME North American Manufacturing Research Conference (NAMRC 52, 2024). Knoxville, Tennessee, USA. June 17–21, 2024. Paper No. SME NAMRC 52-217. DOI: 10.1016/j.mfglet.2024.09.189
Pratik C Sorathiya, Swarit Anand Singh, and K. A. Desai. "Mobile-Based Augmented Reality (AR) Module for Guided Operations of CNC Surface Roughness Machine." Proceedings Paper: 51st SME North American Manufacturing Research Conference (NAMRC 51, 2023). New Brunswick, New Jersey, USA. June 12–16, 2023. Paper No. SME NAMRC 51-130. DOI: 10.1016/j.mfglet.2023.08.069
Sahil J Choudhari, Sujay B J, Swarit Anand Singh, and K. A. Desai. "Utilizing Vision-based object detection algorithms in recognizing uncommon operating conditions for CNC milling machine." Proceedings Paper: ASME 2023 18th International Manufacturing Science and Engineering Conference. New Brunswick, New Jersey, USA. June 12–16, 2023. Paper No. MSEC2022-105311. DOI: 10.1115/MSEC2023-105311
Swarit Anand Singh, Aitha Sudheer Kumar, Pratik C Sorathiya, and K. A. Desai. "Vision-Sensor Fusion-Based Low-Cost Dimension Measurement System for Machining Shop Floor." Proceedings Paper: ASME 2022 17th International Manufacturing Science and Engineering Conference. West Lafayette, Indiana, USA. June 27– July 1, 2022. Paper No. MSEC2022-85442. DOI: 10.1115/MSEC2022-85442
Sahil J Choudhari, Swarit Anand Singh, Aitha Sudheer Kumar, and K. A. Desai. "Machine Setup Abnormality Detection Using Machine Vision and Deep Learning." Proceedings Paper: ASME 2022 17th International Manufacturing Science and Engineering Conference. West Lafayette, Indiana, USA. June 27– July 1, 2022. Paper No. MSEC2022-85519. DOI: 10.1115/MSEC2022-85519
Paper Presentation in Conference
Swarit Anand Singh and K. A. Desai "Enhancing Prediction Abilities of Vision-based Automated Surface Defect Detection Framework Through Transfer Learning", International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 12), Indian Institute of Technology Kanpur, December 08-10, 2022. Kanpur, INDIA.
Satwik Priyadarshi, Swarit Anand Singh, Pavan Kumar, and Puneet Tandon "An Approach to Improve Thickness Distribution and Formability in Incremental Forming Process through Improved Blank Design", NUMIFORM 2019: The 13th International Conference on Numerical Methods in Industrial Forming Processes, June 23-27, 2019. Portsmouth, New Hampshire, USA.
Swarit Anand Singh and Puneet Tandon "Comparative Analysis of Incremental Forming at Ambient and Elevated Temperatures using Finite Element Modelling", 19th ISME Conference on Advances in Mechanical Engineering, December 20 - 22, 2018. Jalandhar, INDIA.
Poster Presentation in Conference
Swarit Anand Singh, and K. A. Desai " Vision-Based In-line Surface Defect Detection System to Realize Zero Defect Manufacturing During Mass Production of Rollers." Poster Presentation: ASME 2024 19th International Manufacturing Science and Engineering Conference. Knoxville, Tennessee, USA. June 17–21, 2024. MSEC2024-142826.
Swarit Anand Singh and K. A. Desai "Vision-Based Surface Defect Detection System for Automated In-Line Inspection of Tapered Rollers", Poster Symposium - Industry Day 2024, IIT Jodhpur, February 1-2, 2024. Jodhpur, INDIA.
Swarit Anand Singh, Naveen Kansara, and K. A. Desai " Design of Indigenous Hardware for Vision-Based Surface Inspection of Axisymmetric Components." Poster Presentation: ASME 2023 18th International Manufacturing Science and Engineering Conference. New Brunswick, New Jersey, USA. June 12–16, 2023. MSEC2023-114305.
Swarit Anand Singh and K. A. Desai "Vision-based Surface Defect Detection System for Integration with Mass Manufacturing Equipment", International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 12), Indian Institute of Technology Kanpur, December 08-10, 2022. Kanpur, INDIA.
Swarit Anand Singh and Puneet Tandon "Elevated Temperature Incremental Forming", Poster Symposium - Industry Day / Prometeo 2020, IIT Jodhpur, January 24, 2020. Jodhpur, INDIA.
Swarit Anand Singh, Satwik Priyadarshi, and Puneet Tandon "Review of Incremental Forming Process at Elevated Temperature", Conference on Sheet Metal Forming, December 06 - 07, 2018. Chennai, INDIA.
A. Hasan, A. Sahu, N. Manish, S. A. Singh, S. Modi, A. Nagargoje, P. P. Raju, P. Kumar, S. Priyadarshi, P.Kankar, P. K. Jain, and P. Tandon "Adaptive Double Sided Incremental Forming", Conference on Sheet Metal Forming, December 06 - 07, 2018. Chennai, INDIA.
Glimpse from International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 13), Hosted by National Institute of Technology Calicut, INDIA | December 13 - 15, 2024
Glimpse from ASME Manufacturing Science and Engineering Conference (MSEC) 2024 and North American Manufacturing Research Conference (NAMRC) 52, Hosted by University of Tennessee, Knoxville, TN, USA | June 17 - 21, 2024
Glimpse from Industry Day 2024, Organized by Indian Institute of Technology Jodhpur, Rajasthan, INDIA | February 1 - 2, 2024
Glimpse from ASME Manufacturing Science and Engineering Conference (MSEC) 2023 and North American Manufacturing Research Conference (NAMRC) 51, Hosted by Rutgers University, New Brunswick, New Jersey, USA | June 12 - 16, 2023
Glimpse from International Conference on Precision, Micro, Meso and Nano Engineering (COPEN 12), Hosted by Indian Institute of Technology, Kanpur, INDIA | December 08 - 10, 2022
Glimpse from ASME Manufacturing Science and Engineering Conference (MSEC) 2022 and North American Manufacturing Research Conference (NAMRC) 50, Hosted by Purdue University, West Lafayette, Indiana, USA | June 27 - July 1, 2022
