Publications

Recent Publications

2024

  • J. H. Jeon, S. H. Ahn, S. Melkote, “In-situ analysis of the Effect of Ultrasonic Cavitation on Electrochemical Polishing of Additively Manufactured Metal Surfaces” Journal of Manufacturing Science and Engineering, Accepted
  • Yan, Xiaoliang, et al. “Deep learning-based semantic segmentation of machinable volumes for cyber manufacturing service.” Journal of Manufacturing Systems 72 (2024): 16-25 [link]

2023

  • Zhao, Changxuan, Mahmoud Dinar, and Shreyes N. Melkote. “Deep learning and sequence mining for manufacturing process and sequence selection.” International journal of production research (2023): 1-22.
  • Wang, Zhichao, Shreyes Melkote, and David W. Rosen. “Generative Design by Embedding Topology Optimization into Conditional Generative Adversarial Network.” Journal of Mechanical Design 145.11 (2023).
  • Yan, Xiaoliang, et al. “A digital apprentice for chatter detection in machining via human–machine interaction.” Journal of Intelligent Manufacturing 34.7 (2023): 3039-3052.
  • Brumfiel, Timothy A., et al. “Design and Modeling of a Sub-2 mm Steerable Neuroendoscopic Grasping Tool.” IEEE Transactions on Medical Robotics and Bionics (2023).
  • Zhao, Changxuan, and Shreyes N. Melkote. “Learning the manufacturing capabilities of machining and finishing processes using a deep neural network model.” Journal of Intelligent Manufacturing (2023): 1-21.
  • Yan, Xiaoliang, et al. “Process-aware part retrieval for cyber manufacturing using unsupervised deep learning.” CIRP annals (2023).
  • Yan, Xiaoliang, and Shreyes Melkote. “Automated manufacturability analysis and machining process selection using deep generative model and Siamese neural networks.” Journal of Manufacturing Systems 67 (2023): 57-67.

2022

  • Melkote, S., et al. “100th anniversary issue of the manufacturing engineering division paper a review of advances in modeling of conventional machining processes: from merchant to the present.” Journal of Manufacturing Science and Engineering 144.11 (2022): 110801.
  • Jawahir, I. S., D. A. Stephenson, and B. Wang. “A review of advances in modeling of conventional machining processes: from merchant to the present.” Journal of Manufacturing Science and Engineering 144 (2022): 110801-1.
  • Castellana, Jesse, and Shreyes Melkote. “Material Removal Characteristics of Longitudinal Turning of Green Ceramics.” ASME International Mechanical Engineering Congress and Exposition. Vol. 86632. American Society of Mechanical Engineers, 2022.
  • Yan, Xiaoliang, and Shreyes Melkote. “Generative modeling of the shape transformation capability of machining processes.” Manufacturing Letters 33.S (2022).
  • Qi, Ye, et al. “Wear of mechanochemically treated high-speed steel cutting tools.” Journal of Manufacturing Science and Engineering 144.9 (2022): 094505.
  • Zhao, Changxuan, and Shreyes N. Melkote. “Learning the Part Shape and Part Quality Generation Capabilities of Machining and Finishing Processes Using a Neural Network Model.” International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 86212. American Society of Mechanical Engineers, 2022.
  • Cvitanic, Toni, Shreyes Melkote, and Stephen Balakirsky. “Improved state estimation of a robot end-effector using laser tracker and inertial sensor fusion.” CIRP Journal of Manufacturing Science and Technology 38 (2022): 51-61.
  • Zhao, Changxuan, Mahmoud Dinar, and Shreyes N. Melkote. “A data-driven framework for learning the capability of manufacturing process sequences.” Journal of manufacturing systems 64 (2022): 68-80.
  • Huschke, Dominic, and Shreyes N. Melkote. “Vibration Reduction in Robotic Milling Through Spindle Speed Modulation.” International Manufacturing Science and Engineering Conference. Vol. 85819. American Society of Mechanical Engineers, 2022.
  • Schmid, Steven R., and Shreyes N. Melkote. “Manufacturing and the great resignation.” Mechanical Engineering 144.3 (2022): 38-43.
  • Qi, Ye, et al. “Analysis of mechanochemical reaction in dual shot peening.” Journal of Manufacturing Science and Engineering 144.4 (2022): 041016.
  • Cvitanic, Toni, and Shreyes N. Melkote. “A new method for closed-loop stability prediction in industrial robots.” Robotics and Computer-Integrated Manufacturing 73 (2022): 102218.
  • Nguyen, Vinh, et al. “Precision robotic milling of fiberglass shims in aircraft wing assembly using laser tracker feedback.” SAE International Journal of Aerospace 15.01-15-01-0006 (2022): 87-97.

2021

  • Joshi, Kedar, et al. “Investigation of cycle time behavior in the robotic grinding process.” CIRP Journal of Manufacturing Science and Technology 35 (2021): 315-322.
  • Malshe, A., et al. “Biological strategies from natural structures for resilience in manufacturing.” CIRP Journal of Manufacturing Science and Technology 34 (2021): 146-156.
  • Nguyen, Vinh, and Shreyes Melkote. “Hybrid statistical modelling of the frequency response function of industrial robots.” Robotics and Computer-Integrated Manufacturing 70 (2021): 102134.
  • Vidvans, A. N., S. N. Melkote, and Daniel G. Sanders. “Enhancing cavitation intensity in co-flow water cavitation peening with organ pipe nozzles.” Journal of Manufacturing Science and Engineering 143.7 (2021): 071010.
  • Schmid, Steven R., and Shreyes N. Melkote. “Manufacturing and National Security.” Mechanical Engineering 143.3 (2021): 37-41.
  • Rinaldi, Sergio, Domenico Umbrello, and Shreyes N. Melkote. “Modelling the effects of twinning and dislocation induced strengthening in orthogonal micro and macro cutting of commercially pure titanium.” International Journal of Mechanical Sciences 190 (2021): 106045.
  • Wang, Bing, Jesse Castellana, and Shreyes N. Melkote. “A hybrid post-processing method for improving the surface quality of additively manufactured metal parts.” CIRP Annals 70.1 (2021): 175-178.

2020

  • Cvitanic, Toni, Vinh Nguyen, and Shreyes N. Melkote. “Pose optimization in robotic machining using static and dynamic stiffness models.” Robotics and Computer-Integrated Manufacturing 66 (2020): 101992.
  • Wang, Bing, et al. “Effect of speed on material removal behavior in scribing of monocrystalline silicon.” Precision Engineering 66 (2020): 315-323.
  • Kuila, Pushparghya Deb, and Shreyes Melkote. “Effect of minimum quantity lubrication and vortex tube cooling on laser-assisted micromilling of a difficult-to-cut steel.” Proceedings of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture 234.11 (2020): 1422-1432.
  • Qi, Ye, et al. “Wear of WC inserts textured by shot peening and electrical discharge machining.” Wear 452 (2020): 203279.
  • Wang, Peizhi, Bing Wang, and Shreyes N. Melkote. “Modeling and simulation of phase transformation and crack formation during scribing of mono-crystalline silicon.” International Journal of Mechanical Sciences 175 (2020): 105527.
  • Nguyen, Vinh, Joshua Johnson, and Shreyes Melkote. “Active vibration suppression in robotic milling using optimal control.” International Journal of Machine Tools and Manufacture 152 (2020): 103541.
  • Zhao, Changxuan, Mahmoud Dinar, and Shreyes N. Melkote. “Automated classification of manufacturing process capability utilizing part shape, material, and quality attributes.” Journal of computing and information science in engineering 20.2 (2020): 021011.
  • Wang, Bing, et al. “Effect of scratching speed on phase transformations in high-speed scratching of monocrystalline silicon.” Materials Science and Engineering: A 772 (2020): 138836.
  • Nguyen, Vinh, and Shreyes N. Melkote. “Identification of industrial robot frequency response function for robotic milling using operational modal analysis.” Procedia Manufacturing 48 (2020): 154-158.
  • Fernandez-Zelaia, Patxi, and Shreyes N. Melkote. “Analysis of structure-property gradients in orthogonally machined chips and workpiece subsurface.” CIRP Annals 69.1 (2020): 89-92.
  • Nguyen, Vinh, and Shreyes N. Melkote. “Manufacturing process monitoring and control in industry 4.0.” Proceedings of 5th International Conference on the Industry 4.0 Model for Advanced Manufacturing: AMP 2020. Springer International Publishing, 2020.
  • Kumar, Arkadeep, and Shreyes N. Melkote. “A fracture mechanics approach to enhance product and process sustainability in diamond wire sawing of silicon wafers for solar cells through improved wire design.” International Journal of Sustainable Manufacturing 4.2-4 (2020): 186-200.
  • Chitalia, Yash, et al. “Design and analysis of a bidirectional notch joint for a robotic pediatric neuroendoscope.” Proceedings of the 2018 International Symposium on Experimental Robotics. Springer International Publishing, 2020.