Regular Papers |
Development of 1D-convolutional Neural Network-based Height Profile Prediction Model in Directed Energy Deposition Process Using Melt-pool Image Data
Hyewon Shin, Junsoo Ahn, Seung Woo Beak, Sang Won Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2024;2(1):57-65. Published online January 5, 2024 DOI: https://doi.org/10.57062/ijpem-st.2023.0129
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A Finite Element Model of an Electric Motor with an Unbalanced Rotor for Vibration Data Generation
Hyunseung Lee, Seho Son, Dayeon Jeong, Kyung Ho Sun, Byeong Chan Jeon, Ki-Yong Oh
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2024;2(1):47-56. Published online January 5, 2024 DOI: https://doi.org/10.57062/ijpem-st.2023.0122
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Directed Graph-based Refinement of Three-dimensional Human Motion Data Using Spatial-temporal Information
Changyun Choi, Jongmok Lee, Hyun-Joon Chung, Jaejung Park, Bumsoo Park, Seokman Sohn, Seungchul Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2024;2(1):33-46. Published online January 5, 2024 DOI: https://doi.org/10.57062/ijpem-st.2023.0094
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Designable Data Augmentation-based Domain-adaptive Design of Electric Vehicle Considering Dynamic Responses
Yeongmin Yoo, Jongsoo Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2024;2(1):23-32. Published online January 5, 2024 DOI: https://doi.org/10.57062/ijpem-st.2023.0080
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Bayesian Hyper-parameter Optimization in One-dimensional Convolutional Autoencoder for Monitoring Bearing Health Status
Sungeu Chae, Suk Joo Bae
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2024;2(1):15-22. Published online January 5, 2024 DOI: https://doi.org/10.57062/ijpem-st.2023.0115
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The Current Design for Additive Manufacturing Research Frontier
David W. Rosen
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2024;2(1):1-14. Published online January 5, 2024 DOI: https://doi.org/10.57062/ijpem-st.2023.0087
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Surface Topography of Transparent Plate Using Fizeau Interferometer with Suppression of Intensity Modulation
Sungtae Kim, Yangjin Kim, Naohiko Sugita, Mamoru Mitsuishi
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(2):157-163. Published online July 5, 2023 DOI: https://doi.org/10.57062/ijpem-st.2023.0031
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A Design Optimization Framework for 3D Printed Lattice Structures
Wesley R Jerin, Seong Je Park, Seung Ki Moon
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(2):145-156. Published online July 5, 2023 DOI: https://doi.org/10.57062/ijpem-st.2023.0059
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Development of Melt-pool Monitoring System based on Degree of Irregularity for Defect Diagnosis of Directed Energy Deposition Process
Jun Ho Kong, Sang Won Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(2):137-143. Published online July 5, 2023 DOI: https://doi.org/10.57062/ijpem-st.2023.0045
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Fiber Optic Sensor for Smart Manufacturing
Fengfeng Zhou, Xingyu Fu, Siying Chen, Eunseob Kim, Martin B.-G. Jun
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(2):125-136. Published online July 5, 2023 DOI: https://doi.org/10.57062/ijpem-st.2023.0024
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Digital Twin Based Machining Condition Optimization for CNC Machining Center
Beomsik Sim, Wonkyun Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(2):115-123. Published online July 5, 2023 DOI: https://doi.org/10.57062/ijpem-st.2023.0010
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Machine Learning Interatomic Potential to Investigate Fundamentals of Electrolytes for Li-ion Solid-State Batteries
Kyoungmin Min
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):83-91. Published online January 1, 2023 DOI: https://doi.org/10.57062/ijpem-st.2022.0066
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Surface Assessment of Transparent Glass Plate with Wavelength-Modulated Interferometry and Harmonic Phase-Iterative Method
Sungtae Kim, Yangjin Kim, Naohiko Sugita, Mamoru Mitsuishi
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):71-81. Published online January 1, 2023 DOI: https://doi.org/10.57062/ijpem-st.2022.0059
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A Rapid Learning Model based on Selected Frequency Range Spectral Subtraction for the Data-Driven Fault Diagnosis of Manufacturing Systems
Seungyon Cho, Hea-Ryeon Seo, Geonhwi Lee, Seung-Kyum Choi, Hae-Jin Choi
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):49-62. Published online January 1, 2023 DOI: https://doi.org/10.57062/ijpem-st.2022.0031
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Artificial Intelligence (AI)–Based Surface Quality Prediction Model for Carbon Fiber Reinforced Plastics (CFRP) Milling Process
Jin Woo Kim, Jungsoo Nam, Geun Young Kim, Sang Won Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):35-47. Published online January 1, 2023 DOI: https://doi.org/10.57062/ijpem-st.2022.0052
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Prediction of Spread in Steel Wire Rod Rolling: Transferable and Explainable Approach
Soheil Amani, Jong Bin Lee, Simon S. Park
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):19-33. Published online January 1, 2023 DOI: https://doi.org/10.57062/ijpem-st.2022.0045
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Sound Recognition based on Convolutional Neural Network for Real-Time Cutting State Monitoring of Tube Cutting Machine
Eunseob Kim, Huitaek Yun, Otavio C. Araujo, Martin B. G. Jun
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):1-18. Published online January 1, 2023 DOI: https://doi.org/10.57062/ijpem-st.2022.0038
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OPC UA-Based Machining Cell Monitoring System for Multi-Vendors’ Machine Tools and Industrial Robots
Joo-Sung Yoon, Yeong-Deuk Kim, Jaehak Lee, Dong Yoon Lee
Int. J. Precis. Eng. Manuf.-Smart Tech.. 2023;1(1):63-69. DOI: https://doi.org/10.57062/ijpem-st.2022.0024
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