Publications

Year: Topic:

  1. Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model
    Xu, Zhicheng, Vignesh Selvaraj, and Sangkee Min, Xu, Z., Selvaraj, V., & Min, S. (2024). Intelligent G-code-based power prediction of ultra-precision CNC machine tools through 1DCNN-LSTM-Attention model. Journal of Intelligent Manufacturing, 1-24. ()
  2. AI-assisted Monitoring of Human-centered Assembly: A Comprehensive Review
    Vignesh Selvaraj, Sangkee Min, Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1 (2): 201-218. Publication Date (Web): 2023 July 05 (Review) doi:https://doi.org/10.57062/ijpem-st.2023.0073 (https://doi.org/10.57062/ijpem-st.2023.0073)
  3. Intelligent assembly operations monitoring with the ability to detect non-value-added activities as out-of-distribution (ood) instances.
    Selvaraj, Vignesh, Md Al-Amin, Wenjin Tao, and Sangkee Min, Selvaraj, V., Al-Amin, M., Tao, W., & Min, S. (2023). Intelligent assembly operations monitoring with the ability to detect non-value-added activities as out-of-distribution (OOD) instances. CIRP Annals. (https://doi.org/10.1016/j.cirp.2023.04.027)
  4. Real-time action localization of manual assembly operations using deep learning and augmented inference state machines
    Selvaraj, Vignesh, Md Al-Amin, Xuyong Yu, Wenjin Tao, and Sangkee Min, Selvaraj, V., Al-Amin, M., Yu, X., Tao, W., & Min, S. (2024). Real-time action localization of manual assembly operations using deep learning and augmented inference state machines. Journal of Manufacturing Systems, 72, 504-518. (https://doi.org/10.1016/j.jmsy.2023.12.007)
  5. Studying Crack Generation Mechanism in Single‐Crystal Sapphire During Ultra‐precision Machining by MD Simulation‐Based Slip/ Fracture Activation Model
    Suk Bum Kwon, Aditya Nagaraj, Dalei Xi, Yiyang Du, Dae Nyoung Kim, Woo Kyun Kim, and Sangkee Min, International Journal of Precision Engineering and Manufacturing, Pubilished online March 2, 2023 (https://doi.org/10.1007/s12541-023-00776-w)
  6. Work Coordinate Setup in the Ultra‐precision Machine Tool Using Electrical Breakdown
    Sangjin Maeng and Sangkee Min, International Journal of Precision Engineering and Manufacturing, Published online March 9, 2023 (https://doi.org/10.1007/s12541-023-00779-7)
  7. Real-Time Fault Identification System for a Retrofitted Ultra-Precision CNC Machine from Equipment’s Power Consumption Data: A Case Study of an Implementation
    Vignesh Selvaraj and Sangkee Min, International Journal of Precision Engineering and Manufacturing-Green Technology, Published online January 26, 2023 (https://doi.org/10.1007/s40684-022-00497-x)
  8. Characteristics of force generation on C-, R-, A- and M- planes of single-crystal sapphire during ultra-precision machining
    Suk Bum Kwon and Sangkee Min, Manufacturing Letters, Vol. 33 Supplement, pp.349-356, September 16, 2022. (https://doi.org/10.1016/j.mfglet.2022.07.042)
  9. State Identification of a 5-Axis Ultra-Precision CNC Machine Tool using Energy Consumption Data Assisted by Multi-Output Densely Connected 1D-CNN Model
    Zhicheng Xu, Vignesh Selvaraj, and Sangkee Min, Journal of Intelligent Manufacturing, Published online October 15, 2022. (https://doi.org/10.1007/s10845-022-02030-y)
  10. Effects of Surface Coating Materials on Cutting Forces and Ductile-to-Brittle Transition in Orthogonal Cutting of Monocrystalline Sapphire
    Hae-Sung Yoon, Suk Bum Kwon, Ji-Hwan Kim, Sung-Hoon Ahn, and Sangkee Min, Journal of Manufacturing Processes, Published online October 15, 2022 (https://doi.org/10.1016/j.jmapro.2022.09.046)
  11. Intelligent Operation Monitoring of an Ultra-Precision CNC Machine Tool Using Energy Data
    Vignesh Selvaraj, Zhicheng Xu, Sangkee Min, International Journal of Precision Engineering and Manufacturing-Green Technology, Published Online June 1, 2022. (https://doi.org/10.1007/s40684-022-00449-5)
  12. Effect of Crystallography on Residual Stresses during Ultra-Precision Machining of Sapphire
    Aditya Nagaraj, Sangkee Min, CIRP Annals, Vol. 71, No.1, pp.101-104, April 26, 2022 (https://doi.org/10.1016/j.cirp.2022.04.004)
  13. Study on Cutting Force and Tool Wear in Machining of Die Materials with Textured PCD Tools Under Ultrasonic Elliptical Vibration
    Sangjin Maeng, Hiroaki Ito, Yasuhiro Kakinuma, Sangkee Min, International Journal of Precision Engineering and Manufacturing-Green Technology, Published Online January 4, 2022 (https://doi.org/10.1007/s40684-022-00416-0)
  14. Separation and Compensation of Geometric Errors of Rotary Axis in 5-Axis Ultra-Precision Machine Tool by Empirical Mode Decomposition Method
    Qidi Chen, Wei Li, Chao Jiang, Zhixiong Zhou, Sangkee Min, Journal of Manufacturing Processes, Vol. 68, Part A, pp. 1509-1523, 2021. (https://doi.org/10.1016/j.jmapro.2021.06.057)
  15. Core-Multishell-Structured Digital-Gradient Cathode Materials with Enhanced Mechanical and Electrochemical Durability
    Youngho Shin, Sangjin Maeng, Youngmin Chung, Gregory K. Krumdick, and Sangkee Min, Small, Published online March 29, 2021. (https://doi.org/10.1002/smll.202100040)
  16. Application of Deep Learning for Fault Detection in Industrial Cold Forging
    Andrew Glaeser, Vignesh Selvaraj, Sooyoung Lee, Yunseob Hwang, Kangsan Lee, Namjeong Lee, Seungchul Lee, and Sangkee Min, International Journal of Production Research, Vol. 59, No. 16, pp. 4826-4835, 2021. (https://doi.org/10.1080/00207543.2021.1891318)
  17. Study of Material Removal Behavior on R-plane of Sapphire during Ultra-Precision Machining based on Modified Slip-Fracture Model
    Suk Bum Kwon, Aditya Nagaraj, Hae-Sung Yoon, Sangkee Min, Nanotechnology and Precision Engineering, Vol. 3, No. 3, pp. 141-155, 2020. (https://doi.org/10.1016/j.npe.2020.07.001)
  18. Machinability Study of Single-Crystal Sapphire in a Ball-End Milling Process
    Philipp Maas, Yuta Mizumoto, Yasuhiro Kakinuma, and Sangkee Min, International Journal of Precision Engineering and Manufacturing, Vol. 18, No. 1, pp. 109-114, 2017. (https://doi.org/10.1007/s12541-017-0013-8)
  19. Optimization and Control of Drilling Burr Formation of AISI 304L and AISI 4118 Based on Drilling Burr Control Charts
    Jinsoo Kim, Sangkee Min, David A. Dornfeld, International Journal of Machine Tools & Manufacture, Vol. 41, No. 7, pp. 923-936, 2001. (https://doi.org/10.1016/S0890-6955(00)00131-0)
  20. Development of a Drilling Burr Control Chart for Low Alloy Steel, AISI 4118
    Sangkee Min, Jinsoo Kim, and David A. Dornfeld, Journal of Materials Processing Technology, Vol. 113, No. 1-3, pp. 4-9, 2001. (https://doi.org/10.1016/S0924-0136(01)00589-1)
  21. Finite Element Modeling of Burr Formation in Metal Cutting
    Sangkee Min, David A. Dornfeld, Jinsoo Kim, and Borlin Shyu, International Journal of Machining Science and Technology, Vol. 5, No. 3, pp. 307-322, 2001. (https://doi.org/10.1081/MST-100108617)
  22. Influence of Exit Surface Angle on Drilling Burr Formation
    Sangkee Min, David A. Dornfeld, and Yohichi Nakao, Journal of Manufacturing Science and Engineering, Transactions of the ASME, Vol. 125, No. 4, pp. 637-644, 2003. (https://doi.org/10.1115/1.1596573)
  23. A Study on Tribology in Minimal Quantity Lubrication Cutting
    Sangkee Min, Ichiro Inasaki, Satoshi Fujimura, Takashi Wada, Satoshi Suda, and Toshiaki Wakabayashi, Annals of the CIRP, Vol. 54, No. 1, pp. 105-108, 2005. (https://doi.org/10.1016/S0007-8506(07)60060-2)
  24. Investigation of Adsorption Behaviour of Lubricants in Near-Dry Machining
    Sangkee Min, Ichiro Inasaki, Satoshi Fujimura, Toshiaki Wakabayashi, and Satoshi Suda, Proceeding of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 219, No. 9, pp. 665-671, 2005. (https://doi.org/10.1243/095440505X32544)
  25. Surface and Edge Quality Variation in Precision Machining of Single Crystal and Polycrystalline Materials
    Sangkee Min, Daeeun Lee, Arnaud de Grave, Carlos M. de Oliveira Valente, J. Lin, and David A. Dornfeld, Proceeding of the Institution of Mechanical Engineers, Part B: Journal of Engineering Manufacture, Vol. 220, No. 4, pp. 479-487, 2006. (https://doi.org/10.1243/095440506X77599)
  26. Variation in Machinability of Single Crystal Materials in Micromachining
    Sangkee Min, David Dornfeld, Ichiro Inasaki, Hitoshi Ohmori, Daeeun Lee, Manuel Deichmueller, Tomoyuki Yasuda, and Kensuke Niwa, Annals of the CIRP, Vol. 55, No. 1, pp. 103-106, 2006. (https://doi.org/10.1016/S0007-8506(07)60376-X)
  27. Recent Advances in Mechanical Micromachining
    David Dornfeld, Sangkee Min, and Yoshimi Takeuchi, Annals of the CIRP, Vol. 55, No. 2, pp.745-768, 2006. (https://doi.org/10.1016/j.cirp.2006.10.006)
  28. The Influence of Cutting Edge Sharpness on Surface Finish in Facing with Round Nosed Cutting Tools
    Tom H.C. Childs, David Dornfeld, Daeeun Lee, Sangkee Min, Katsuhiko Sekiya, Ryo Tezuka, and Yasuo Yamane, CIRP Journal of Manufacturing Science and Technology, Vol. 1, No. 2, pp. 70-75, 2008. (https://doi.org/10.1016/j.cirpj.2008.09.001)
  29. Surface Finishes from Turning and Facing with Round Nosed Tools
    Tom H.C. Childs, Katsuhiko Sekiya, Ryo Tezuka, Yasuo Yamane, David Dornfeld, Daeeun Lee, Sangkee Min, and Paul K. Wright, Annals of the CIRP, Vol. 57, No. 1, pp. 89-92, 2008. (https://doi.org/10.1016/j.cirp.2008.03.121)
  30. A Study on Initial Contact Detection for Precision Micro-mold and Surface Generation of Vertical Side Walls in Micromachining
    Sangkee Min, Hubertus Sangermann, Christian Mertens, and David Dornfeld, Annals of the CIRP, Vol. 57, No. 1, pp. 109-112, 2008. (https://doi.org/10.1016/j.cirp.2008.03.068)
  31. Burrs – Analysis, Control, and Removal
    Jan C. Aurich, David A. Dornfeld, Pedro J. Arrazola, Vikki Franke, Lukas Leitz, and Sangkee Min, Annals of the CIRP, Vol. 58, No. 2, pp. 519-542, 2009. (https://doi.org/10.1016/j.cirp.2009.09.004)
  32. Investigation of the Effects of an Electrolytic Coolant with a Nano Carbon Additive in Diamond Micro Cutting on Ferrous Materials
    Akihiro Inada, Hitoshi Ohmori, Sangkee Min, and David Dornfeld, Journal of Advanced Mechanical Design, Systems, and Manufacturing, Vol. 4, No. 5, pp. 1076-1083, 2010. (https://doi.org/10.1299/jamdsm.4.1076)
  33. Acoustic Emission Based Tool Contact Detection for Ultra-Precision Machining
    Sangkee Min, Joern Lidde, Niels Raue, and David Dornfeld, Annals of the CIRP, Vol. 60, No. 1, pp. 141-144, 2011. (https://doi.org/10.1016/j.cirp.2011.03.079)
  34. Micro Cutting of Ferrous Materials using Diamond Tool under Ionized Coolant with Carbon Particles
    Akihiro Inada, Sangkee Min, and Hitoshi Ohmori, Annals of the CIRP, Vol. 60, No. 1, pp. 97-100, 2011. (https://doi.org/10.1016/j.cirp.2011.03.089)
  35. Development of an Energy Consumption Monitoring Procedure for Machine Tools
    Thomas Behrendt, Andre Zein, and Sangkee Min, Annals of the CIRP, Vol. 61, No. 1, pp. 43-46, 2012. (https://doi.org/10.1016/j.cirp.2012.03.103)
  36. A Simplified Machine-Tool Power-Consumption Measurement Procedure and Methodology for Estimating Total Energy Consumption
    Jang-Yeob Lee, Yong-Jun Shin, Min-Soo Kim, Eun-Seob Kim, Hae-Sung Yoon, Sung-Yong Kim, Yeo-Chan Yoon, Sung-Hoon Ahn and Sangkee Min, Journal of Manufacturing Science and Engineering, Transactions of the ASME, Vol. 138, No. 5, pp. 051004:1-9, 2015. (https://doi.org/10.1115/1.4031713)
  37. From Design for Manufacturing (DFM) to Manufacturing for Design (MFD) via Hybrid Manufacturing and Smart Factory: A Review and Perspective of Paradigm Shift
    Won-Shik Chu, Hugo Rodrigue, Doo-Man Chun, Young-Tae Cho, Seung Hwan Ko, Kyu-Jin Cho, Suk Won Cha, Sangkee Min, Sung Ho Jeong, Haedo Jeong, Choon-Man Lee, Chong Nam Chu, and Sung-Hoon Ahn, International Journal of Precision Engineering and Manufacturing-Green Technology, Vol. 3, No. 2, pp. 209-222, 2016. (https://doi.org/10.1007/s40684-016-0028-0)
  38. Investigation of The Cutting Mechanisms and the Anisotropic Ductility of Monocrystalline Sapphire
    Yuta Mizumoto, Philipp Maas, Yasuhiro Kakinuma, and Sangkee Min, Annals of the CIRP, Vol. 66, No. 1, pp. 89-92, 2017. (https://doi.org/10.1016/j.cirp.2017.04.018)
  39. CAD/CAM for Scalable Nanomanufacturing: A Network-Based System for Hybrid 3D Printing
    Hae-Sung Yoon, Hyun-Taek Lee, Ki-Hwan Jang, Chung-Soo Kim, Hyunseo Park, Dae-Wook Kim, Kunwoo Lee, Sangkee Min and Sung-Hoon Ahn, Microsystems & Nanoengineering, Vol. 3, 17072, 2017. (https://doi.org/10.1038/micronano.2017.72)
  40. Application of Neural Network to Game Algorithm
    Ying Tian, Sangkee Min, and QingE Wu, Journal of Computer and Communications, Vol 6. pp.1-12, 2018. (https://10.4236/jcc.2018.62001)
  41. Machine Health Management in Smart Factory: A Review
    Gil-Yong Lee, Mincheol Kim, Ying-Jun Quan, Min-Sik Kim, Joon Young Thomas Kim, Hae-Sung Yoon, Sangkee Min, Dong-Hyeon Kim, Jeong-Wook Mun, Jin Woo Oh, In Gyu Choi, Chung-Soo Kim, Won-Shik Chu, Jinkyu Yang, Binayak Bhandari, Choon-Man Lee, Jeong-Beom Ihn, and Sung Hoon Ahn, Journal of Mechanical Science and Technology, Vol. 32, No.3, pp. 987-1009, 2018. (https://doi.org/10.1007/s12206-018-0201-1)
  42. Study of Stress Intensity Factor on the Anisotropic Machining Behavior of Single Crystal Sapphire
    Hae-Sung Yoon, Suk Bum Kwon, Aditya Nagaraj, Seola Lee, and Sangkee Min, Annals of the CIRP, Vol. 67, No. 1, pp. 125-128, 2018. (https://doi.org/10.1016/j.cirp.2018.04.114)
  43. Empirical Power Consumption Model for Rotational Axes in Machine Tools
    Hae-Sung Yoon, Eshank Singh, and Sangkee Min, Journal of Cleaner Production, Vol. 196, pp. 370-381, 2018. (https://doi.org/10.1016/j.jclepro.2018.06.028)
  44. Energy Consumption Model for Additive-Subtractive Manufacturing Processes with Case Study
    Marcus Jackson, Arik Van Asten, Justin Morrow, Sangkee Min and Frank Pfefferkorn, International Journal of Precision Engineering and Manufacturing-Green Technology, Vol. 5, No. 4, pp. 459-466, 2018. (https://doi.org/10.1007/s40684-018-0049-y)
  45. Anisotropic Brittle-Ductile Transition of Monocrystalline Sapphire during Orthogonal Cutting and Nanoindentation Experiments
    Philipp Maas, Yuta Mizumoto, Yasuhiro Kakinuma, and Sangkee Min, Nanotechnology and Precision Engineering, Vol. 1, No. 3, pp.157-171, 2018. (https://doi.org/10.1016/j.npe.2018.09.005)
  46. Power Consumption Assessment of Machine Tool Feed Drive Units
    Hae-Sung Yoon, Jang-Yeob Lee, Min-Soo Kim, Eunseob Kim, Yong-Jun Shin, Sung-Yong Kim, Sangkee Min, Sung-Hoon Ahn, International Journal of Precision Engineering and Manufacturing-Green Technology, Vol. 7, pp. 455-464, 2020. (https://doi.org/10.1007/s40684-019-00063-y)
  47. Effect of the Initial-Flaw on Crack Propagation in Two-Step Cutting of Monocrystalline Sapphire
    Hae-Sung Yoon, Suk Bum Kwon, Aditya Nagaraj, and Sangkee Min, Journal of Manufacturing Processes, Vol. 56, Part A, pp. 1211-1218, 2020. (https://doi.org/10.1016/j.jmapro.2020.06.017)
  48. An Analytical Model for Grinding Force Prediction in Ultra-Precision Machining of WC with PCD Micro Grinding Tool
    Sangjin Maeng, Pyeong An Lee, Bo Hyun Kim, and Sangkee Min, International Journal of Precision Engineering and Manufacturing-Green Technology, Vol. 7, pp. 1031-1045, 2020. (https://doi.org/10.1007/s40684-020-00199-2)
  49. Simultaneous Geometric Error Identification of Rotary Axis and Tool Setting in an Ultra-Precision 5-axis Machine Tool using On-Machine Measurement
    Sangjin Maeng and Sangkee Min, Precision Engineering, Vol. 63, pp. 94-104, 2020. (https://doi.org/10.1016/j.precisioneng.2020.01.007)
  50. Geometric- and Force-Induced Errors Compensation and Uncertainty Analysis of Rotary Axis in 5-Axis Ultra-Precision Machine Tool
    Qidi Chen, Sangjin Maeng, Wei Li, Zhixiong Zhou, and Sangkee Min, The International Journal of Advanced Manufacturing Technology, Vol. 109, pp. 841-856, 2020. (https://doi.org/10.1007/s00170-020-05670-7)
  51. Investigation of the Ductile Cutting Behavior of Monocrystalline Yttria-Stabilized Zirconia During Ultra-Precision Orthogonal Cutting
    Hae-Sung Yoon, Suk Bum Kwon, Aditya Nagaraj, Sangkee Min, International Journal of Precision Engineering and Manufacturing, Vol 20, No. 9, pp. 1475-1484, 2019. (https://doi.org/10.1007/s12541-019-00150-9)
  52. Enhanced Mechanical Strength and Electrochemical Performance of Core–Shell Structured High–Nickel Cathode Material
    Sangjin Maeng, Youngmin Chung, Sangkee Min, and Youngho Shin, Journal of Power Sources, Vol. 448, 227395, 2020. (https://doi.org/10.1016/j.jpowsour.2019.227395)