Applied Dynamics & 

Intelligent Prognosis Laboratory

Articles in archival journals (SCIE)

[71] Joonhyeok Moon, Min-Gwan Kim, Ok Hyun Kang, and Ki-Yong Oh*, Automatic high-frequency induction brazing through an ensembled detection with heterogenous sensor measurements, Journal of Intelligent Manufacturing, 10.1007/s10845-024-02345-y (I.F: 8.3, JCR Top 15.5%).

[70] Taehwan Ko, Jaewoong Park, Junmyoung Jang, Ki-Yong Oh, Seung Hwan Lee*, Adaptive bearing fault diagnosis using reference frequency and modified scalogram, Structural Health Monitoring, 10.1177/1475921723121847 (I.F: 6.6, JCR Top 8.70%) [pdf].

[69] Jun-hyeong Kim, Eunji Kwak, Jinho Jeong, and Ki-Yong Oh*, Control-oriented multiphysics model of a lithium-ion battery for thermal runaway estimation under operational and abuse conditions, Applied Thermal Engineering, 2024.10.01. 254:123895 (I.F: 6.1, JCR Top 4.7%) [pdf].

[68] Hyunseung Lee, Seho Son, Dayeon Jeong, Kyung Ho Sun, Byeong Chan Jeon, and Ki-Yong Oh*, High-fidelity multiphysics model of permanent magnet synchronous motor for fault data generation, Journal of Sound and Vibration, 2024.10, 589(24): 118573 (I.F: 4.3, JCR Top 6.2%). 

[67] Jinho Jeong, Eunji Kwak, Jun-hyeong Kim, and Ki-Yong Oh*, Prediction of thermal runaway for a lithium-ion battery through multiphysics-informed DeepONet with virtual data, eTransportation, 2024.09, 21: 100337 (I.F.:15.0, JCR Top 0.7%).

[66] Munsu Jeon, Siheon Jeong, Joon hyeck Moon, and Ki-Yong Oh*, Autonomous flight strategy of an unmanned aerial vehicle with multimodal information for autonomous inspection of over-head transmission facilities, Computer-aided civil and infrastructure engineering, 2024.07.15, 39(14):2159-2186 (I.F: 8.5, JCR Top 0.8%) [pdf].

[65] Mehmet Kadri Aydinol, Burak Ulgut, Ki-Yong Oh*, and Tayfur Ozturk, Editorial: Advanced diagnosis and early warning strategies on

degradation and safety of lithium-ion batteries, Frontiers in Energy Research, 2024.06.21, 12:1-2 (I.F: 2.6, JCR Top 66.2%) [pdf].

[64] Jun-hyeong Kim, Eunji Kwak, Jinho Jeong, and Ki-Yong Oh*, Physics-informed Markov chain model to identify degradation pathways of lithium-ion cells, IEEE Transactions on Transportation Electrification, 2024.06, 10(2): 3468-3481 (I.F: 7.2, JCR Top 8.9%) [pdf].

[63] EuiBeen Jung, Daeyoung Kong, Minsoo Kang, Juho Park, Jun-Hyeong Kim, Jinho Jeong, Jung Bin In, Ki-Yong Oh*, and Hyoungsoon Lee*, Enhanced immersion cooling using laser-induced graphene for Li-ion battery thermal management, International Communications in Heat and Mass Transfer, 2024.06, 155: 107558 (I.F.: 7.0, JCR Top 4.7%).

[62] Eunji Kwak, Jun-hyeong Kim, Jinho Jeong, and Ki-Yong Oh*, Multiphysics-informed thermal runaway model for estimation of pressure evolution induced by gas formation of a lithium-ion battery, Applied Thermal Engineering, 2024.06, 246: 122941 (I.F: 6.1, JCR Top 4.7%) [pdf].  

[61] Joonhyeok Moon, Munsu Jeon, Siheon Jeong, and Ki-Yong Oh*, RoMP Transformer: Rotational bounding box with Multi-level feature Pyramid Transformer for object detection, Pattern Recognition, 2024.03, 147: 110067 (I.F: 8.0, JCR: 10.7%) [pdf].

[60] Siheon Jeong, Min Gwan Kim, and Ki-Yong Oh*, Crack inspection in tunnel structures by fusing information from a 3D light detection and ranging and pan-tilt-zoom camera system, Structures, 2023.12, 58: 105420 (I.F.: 4.1, JCR Top 27%) [pdf].

[59] Minjae Kim, Seho Son, and Ki-Yong Oh*, Margin-maximized hyperspace for fault detection and prediction: A case study with an elevator door, IEEE Access, 2023.11, 11: 128580-128595 (I.F.: 3.9, JCR Top 36.2%) [pdf].

[58] Ji-Wan Ham, Siheon Jeong, Min-Gwan Kim, Joon-Young Park, and Ki-Yong Oh*, Enhancing Structural Crack Detection through a Multiscale Multilevel Mask Deep Convolutional Neural Network and Line Similarity Index, International Journal of Intelligent Systems, 2023.09.05, 2023, 8212790 (I.F: 7.0, JCR Top 14.5%) [pdf].

[57] Muhammad Wisal and Ki-Yong Oh*, A New Deep Learning Framework for Imbalance Detection of a Rotating Shaft, Sensors, 23(16), 7141 (I.F: 3.9, JCR Top 29.4%) [pdf].

[56] Siheon Jeong, Min-Gwan Kim, Joon-Young Park, and Ki-Yong Oh*, Long-term monitoring method for tunnel structure transformation using a 3D light detection and ranging equipped in a mobile robot, Structural Health Monitoring, onlinefirst (I.F: 6.6, JCR Top 8.70%) [pdf].

[55] Siheon Jeong, Min-Gwan Kim, JooHyung Kim, and Ki-Yong Oh*, Thermal monitoring of Live-line Power Transmission Lines with Infrared Camera equipped in a UAV, Structural Health Monitoring, onlinefirst (I.F: 6.6, JCR Top 8.70%) [pdf].

[54] Seho Son, Hyunseung Lee, Dayeon Jeong, Ki-Yong Oh*, and Kyung ho Sun, A novel physics informed neural network for modeling an electric motor in a cyber physical system, Advanced Engineering Informatics, 2023.08.01, 57: 102035 (I.F: 8.8, JCR Top 3.90%) [pdf]. 

[53] Min-Gwan Kim, Siheon Jeong, and Ki-Yong Oh*, Anomaly detection of underground transmission-lines through multiscale mask DCNN and statistical image strengthen, Mathematics, 2023.07.17, 11(14): 3143 (I.F: 2.4, JCR Top 6.80%) [pdf].

[52] Sung Wook Kim, Eunji Kwak, Jun-hyeong Kim, Ki-Yong Oh*, and Seungchul Lee*, Modeling and prediction of lithium-ion battery thermal runway via multiphysics-informed neural network, Journal of Energy Storage, 2023.04.01, 60: 106654 (I.F: 9.4, JCR Top 16.1%) [pdf].

[51] Jinho Jeong, Eunji Kwak, Jun-hyeong Kim, and Ki-Yong Oh*, Novel active management of compressive pressure on a lithium-ion battery using a phase transition actuator, Energy Reports, 2022.11.01, 8:10762-10775 (I.F: 6.870, JCR Top 21.49%) [pdf].  

[50] Jun-hyeong Kim, Eunji Kwak, Jinho Jeong, and Ki-Yong Oh*, Versatile multiphysics model for thermal runaway estimation of a lithium-ion battery, International Journal of Energy Research, 2022.10.10, 46(12):16550-16575 (I.F: 4.672, JCR Top 1.471%) [pdf]

[49] Gwanghee Park†; Ki-Yong Oh†, Woochul Nam*, Bilinear tuned mass damper for spar-type floating wind turbines, Ocean Engineering, 2022.10.01, 261, 112081 (I.F: 4.372, JCR Top 8.33%) [pdf]. 

[48] San Kim, Siheon Jeong, Donggeun Kim, Munsu Jeon, Joonhyeok Moon, Jun-Hyeong Kim, Ki-Yong Oh*, GPU-oriented environment cognition of power transmission lines through LiDAR-equipped UAVs, IEEE Systems Journal, 2022.08.26, 16(3):4541-4551 (I.F: 4.802, JCR Top 22.890%) [pdf].

[47] Seho Son and Ki-Yong Oh*, An integrated framework for estimating remaining useful life with deep neural network, Applied Soft Computing, 2022.06.01, 122, 108879 (I.F: 8.263, JCR Top 9.29%) [pdf].

[46] Sung Wook Kim, Ki-Yong Oh*, and Seungchul Lee*, A novel deep learning-based prognostics framework for on-board health monitoring of lithium-ion batteries, Applied Energy, 2022.06.01, 315(1), 119011 (I.F: 11.446, JCR Top 5.99%) [pdf]. 

[45] Gwanghee Park, Dayoung You, Ki-Yong Oh, Woochul Nam*, Natural frequency degradation prediction for offshore wind turbine structures, Machines, 2022.05.10, 10(5): 356 (I.F: 2.428, JCR Top 44.74%) [pdf].

[44] Eunji Kwak, Jun-hyeong Kim, Sungho Hong, and Ki-Yong Oh*, Detailed modeling investigation of thermal runaway pathways of a lithium iron phosphate battery, International Journal of Energy Research, 2022.02.01, 46(2): 1146-1167 (I.F: 4.672, JCR Top 4.170%) [pdf].

[43] Hyun Chae, Jae Eung Lee, and Ki-Yong Oh*, Fault diagnosis of elevator doors with control state information, IEEE Access, 2022.01, 10, 7207-7222 (I.F: 3.367, JCR Top 34.25%) [pdf].

[42] Seho Son, Siheon Jeong, Eunji Kwak, Jun-hyeong Kim, and Ki-Yong Oh*, SOH prediction of lithium-ion batteries with multiphysics features through denoising autoencoder and Gaussian process regression, Energy, 2022.01, 238 (Part A), 121712 (I.F: 8.857, JCR Top 3.97%).

[41] Siheon Jeong, Donggeun Kim, San Kim, Ji-Wan Ham, Jae-Kyung Lee and Ki-Yong Oh*, Real-time environmental cognition and sag estimation of transmission lines using UAV equipped with 3-D Lidar system, IEEE Transactions on Power Delivery, 36(5): 2658-2667, 2021 (I.F.: 3.681, JCR Top 24.496%)

[40] Donggeun Kim, San Kim, Siheon Jeong, Ji-Wan Ham, Seho Son, Joonhyeok Moon, and Ki-Yong Oh*, Rotational Multi-Pyramid Network(RoMP Net) with bounding box transformation, International Journal of Intelligent Systems, 2021.09, 36:5307-5338, features in the front cover (I.F: 8.709, JCR Top 8.270%) [pdf].

[39] Lin Zhou, Akhil Garg*, Jun Zheng, Liang Gao, Ki-Yong Oh, Battery pack recycling challenges for the year 2030: Recommended solutions based on intelligent robotics for safe and efficient disassembly, residual energy detection, and secondary utilization, Energy Storage, 2021.06.28 : e190 [pdf]. 

[38] Jun-hyeong Kim, Eunji Kwak, and Ki-Yong Oh*, Degradation pathways dependency of a Lithium iron phosphate battery on temperature and compressive force, International Journal of Energy Research, 2021.03.23, 45(6):6888-6906, features in the front cover (I.F.: 5.164, JCR Top 1.471%) [pdf]. 

[37] Ki-Yong Oh and Woochul Nam*, A fast Monte-Carlo method to predict failure probability of offshore wind turbine caused by stochastic variations in soil. Ocean Engineering, 2021.03.01, 223:108635 (I.F.: 3.068, JCR Top 3.571%) [pdf].

[36] Yun-Ho Shin, Donggeun Kim, Seho Son, Ji-Wan Ham, and Ki-Yong Oh*, Vibration isolation of a surveillance system equipped in a drone with mode decoupling, Applied Sciences, 2021.02.24, 11(4), 1961 (I.F.: 2.474, JCR Top 34.615%) [pdf].

[35] Eunji Kwak, Siheon Jeong, Jun-hyeong Kim, and Ki-Yong Oh*, Prediction of compression force evolution over degradation for a lithium-ion battery, Journal of Power Sources, 2021.01.31, 483: 229079 (I.F.: 8.247, JCR Top 8.482%) [pdf]. 

[34] Gwanghee Park, Ki-Yong Oh*, Woochul Nam*, Parent–nested optimizing structure for vibration reduction of floating wind turbine structures, Journal of Marine Science and Engineering, 2020.11.04, 8(11): 876  (I.F.: 2.033, JCR Top 47.015%) [pdf].

[33] Donggeun Kim, San Kim, Siheon Jeong and Ki-Yong Oh*, Damage detection with an ultrasound array and deep convolutional neural network fusion, IEEE Access, 2020.10.19, 8:189423-189435 (I.F.: 3.745, JCR Top 22.120%) [pdf]. 

[32] Woochul Nam and Ki-Yong Oh*, Mutually Complementary Measure-Correlate-Predict Method for Enhanced Long-Term Wind-Resource Assessment, Mathematics, 2020.10.15, 8(10): 1795 (I.F.: 1.747, JCR Top 8.488%) [pdf].  

[31] San Kim, Donggeun Kim, Siheon Jeong, Ji-Wan Ham, Jae-Kyung Lee and Ki-Yong Oh*, Fault Diagnosis of Power Transmission Lines Using a UAV-Mounted Smart Inspection System, IEEE Access, 2020.08, 8: 149999-150009  (I.F.: 3.745, JCR Top 22.120%) [pdf]. 

[30] Yun-Ho Shin, SeoJun Moon, Yong-Ju Kim, and Ki-Yong Oh*, Vibration control of a scanning electron microscope with experimental approaches for performance enhancement, Sensors, 2020.04.17, 20(8): 2277 (I.F.: 3.031, JCR Top 23.770%) [pdf]. 

[29] Joon-Young Park*, Seok-Tae Kim, Jae-Kyung Lee, Ji-Wan Ham, and Ki-Yong Oh, Method of operating a GIS-based autopilot drone to inspect ultrahigh voltage power lines and its field tests, Journal of Field Robotics, 2020.04.08, 37(3): 345-361 [pdf]. (I.F.: 4.345, JCR Top 21.15%) 

[28] Eunji Kwak, Du sue Son, Siheon Jeong, Jun-Hyeong Kim, and Ki-Yong Oh*, Characterization of mechanical responses of a LiFePO4 battery under a variety of operational conditions, Journal of Energy Storage,  2020.04, 28: 101269 (I.F.: 3.517, JCR Top 36.408%) [pdf]

[27] Yun-Ho Seo, Moo Sung Ryu, and Ki-Yong Oh, Dynamic Characteristics of an Offshore Wind Turbine with Tripod Suction Buckets via Full-Scale Testing, Complexity, 2020.04, 3079308 (I.F.: 2.591, JCR Top 19.524%) [pdf]

[26] Ji-Young Kim, Ki-Yong Oh*, Min-Suek Kim, Kwang-Yul Kim, Evaluation and characterization of offshore wind resources with long-term met mast data corrected by wind lidar, Renewable Energy, 2019.12, 144: 41-55. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[25] Sung Yong Chang, Ki-Yong Oh*, Evolution of microstructure and mechanical characteristics in rejuvenation of a hot gas pass component of a gas turbine by heat treatment and HIP, Korean Journal of Metals and Materials, 2019.07, 57(7): 468-474 (I.F.: 0.992, JCR 61.184%) [pdf]

[24] Woochul Nam, Ki-Yong Oh, and Bogdan I. Epureanu*. Evolution of the dynamic response and its effects on the serviceability of offshore wind turbines with stochastic loads and soil degradation. Reliability Engineering & System Safety, 2019.04, 184: 151-163 (I.F.: 4.039, JCP Top 9.783%) [pdf]

[23] Sung Yong Chang, Ki-Yong Oh*, Contribution of high mechanical fatigue to degradation of a gas turbine blade and its coating during steady state operations, Coatings, 2019.03.31, 9(4): 229 (I.F.: 2.330, JCR 32.500%) [pdf]

[22] Ki-Yong Oh, Woochul Nam, Moo Sung Ryu, Ji-Yong Kim, and Bogdan I. Epureanu*. A review on the foundation of offshore wind energy convertors: current status and future perspectives. Renewable and Sustainable Energy Reviews, 2018.05, 88: 16-36. (I.F.: 10.556, JCR Top 1.429%) [pdf]

[21] Woochul Nam, Ji-Young Kim, Ki-Yong Oh*, The characterization of dynamic behavior of Li-ion battery packs for enhanced design and states identification, Energy Conversion and Management 2018.04.15, 162: 264-275. (I.F.: 7.181, JCR Top 1.866%) [pdf]

[20] Ki-Yong Oh, and Bogdan I. Epureanu*. A phenomenological force model of Li-ion battery packs for enhanced performance and health management. Journal of Power Sources 2017.10.15, 365: 220-229. (I.F.: 7.467, JCR Top 9.615%) [pdf]

[19] Ki-Yong Oh, Nassim A. Samad, Youngki Kim, Jason B. Siegel, Anna G. Stefanopoulou, and Bogdan I. Epureanu*. A novel phenomenological multi-physics model of Li-ion battery cells. Journal of Power Sources 2016.09, 326: 447-458. (I.F.: 7.467, JCR Top 9.615%) [pdf]

[18] Ki-Yong Oh, and Bogdan I. Epureanu*. Characterization and modeling of thermal mechanics of lithium-ion battery cells. Applied Energy 2016.09; 178: 633-646. (I.F.: 8.426, JCR Top 3.261%) [pdf]

[17] Ki-Yong Oh, Bogdan I. Epureanu*, Jason B. Siegel, and Anna G. Stefanopoulou. Phenomenological Force and Swelling Models for Rechargeable Lithium-ion Battery Cells. Journal of Power Sources 2016.04; 310: 118-129. (I.F.: 7.467, JCR Top 9.615%) [pdf]

[16] Ki-Yong Oh, and Bogdan I. Epureanu*. A Novel Thermal Swelling Model for a Rechargeable Lithium-ion Battery Cell. Journal of Power Sources 2016.01; 303: 86-96. (I.F.: 7.467, JCR Top 9.615%) [pdf]

[15] Ki-Yong Oh, Joon-Young Park, Jun-Shin Lee, and JaeKyung Lee*. Implementation of a Torque and a Collective Pitch Controller in a Wind Turbine Simulator to characterize the dynamics at three control regions. Renewable Energy 2015.07; 79: 150-160. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[14] JaeKyung Lee, Joon-Young Park, Ki-Yong Oh*, Seung-Hwan Ju, and Jun-Shin Lee. Transformation algorithm of wind turbine blade moment signals for blade condition monitoring. Renewable Energy 2015.07; 79: 209-218. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[13] Ki-Yong Oh, Joon-Young Park, Jun-Shin Lee, Bogdan I. Epureanu, and Jae-Kyung Lee*. A Novel Method and Its Field Tests for Monitoring and Diagnosing Blade Health for Wind Turbines. IEEE Transaction on Instrumentation & Measurement 2015.06; 64 (6): 1726-1733. (I.F.: 3.069, JCR 22.131%) [pdf]

[12] Ki-Yong Oh, Jason B. Siegel, Lynn Secondo, Sun Ung Kim, Nassim A. Samad, Jiawei Qin, Dyche Anderson, Krishna Garikipati, Aaron Knobloch, Bogdan I. Epureanua*, Charles W. Monroe, and Anna Stefanopoulou. Rate Dependence of Swelling in Lithium-ion Cells. Journal of Power Sources 2014.12; 267: 197-202. (I.F.: 7.467, JCR Top 9.615%) [pdf]

[11] Shin Jae Kang, Jungsung Park, Ki-Yong Oh, Jae Gu Noh, and Hyunggon Park*. Scheduling-based real time energy flow control strategy for building energy management system. Energy and Buildings 2014.06, 75: 239-248. (I.F.: 4.495, JCR Top 3.409%) [pdf]

[10] Joon-Young Park*, JaeKyung Lee, Ki-Yong Oh, and Jun-Shin Lee. Development of Novel Power Curve Monitoring Method for Wind Turbines and Its Field Tests. IEEE Transactions on Energy Conversion, 2014.03; 29: 119-128. (I.F.: 4.614, JCR Top 14.906%) [pdf]

[9] Ki-Yong Oh, JaeKyung Lee, Hyung-Joon Bang, Joon-Young Park, Jun-Shin Lee, and Bogdan I. Epureanu*. Development of 20kW Wind Turbine Simulator with Similarities to 3 MW Wind Turbine. Renewable Energy 2014.02; 62: 379-387. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[8] Ki-Yong Oh*, Jun-Shin Lee, and Ji-Young Kim. Preliminary Evaluation of Monopile Foundation Dimensions for an Offshore Wind Turbine by Analyzing Hydrodynamic Load in the Frequency Domain. Renewable Energy 2013.06; 54: 211-218. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[7] Ji-Young Kim*, Ki-Yong Oh, Keum-Seok Kang, and Jun-Shin Lee. Site Selection of Offshore Wind Farms around the Korean Peninsula through Economic Evaluation. Renewable Energy 2013.06; 54: 189-195. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[6] Ki-Yong Oh*, Ji-Young Kim, Jae-Kyung Lee, Moo-Sung Ryu, and Jun-Shin Lee. An Assessment of Wind Energy Potential at the Demonstration Offshore Wind Farm in Korea. Energy 2012.10; 46: 555-563. (I.F.:5.537, JCR Top 4.167%) [pdf]

[5] Ki-Yong Oh*, Ji-Young Kim, Jun-Shin Lee, and Ki-Wahn Ryu. Wind resource assessment around Korean Peninsula for feasibility study on 100 MW class offshore wind farm. Renewable Energy 2012.06; 42: 217-226. (I.F.: 5.439, JCR Top 16.019%) [pdf]

[4] Joon-Young Park*, Jae-Kyung Lee, Byung-Hak Cho, and Ki-Yong Oh. An Inspection Robot for Live-Line Suspension Insulator Strings in 345 kV Power Lines. IEEE Transactions on Power Delivery 2012.04; 27: 632-639. (I.F.:4.415, JCR Top 17.547%) [pdf]

[3] Joon-Young Park*, Jae-Kyung Lee, Byung-Hak Cho, and Ki-Yong Oh. Development of Insulator Diagnosis Algorithm using Least Square Approximation. IEEE Transactions on Power Delivery 2012.01; 27: 3-12. (I.F.:4.415, JCR Top 17.547%) [pdf]

[2] Jae-Kyung Lee*, Joon-Young Park, Byung-Hak Cho, and Ki-Yong Oh. Development of Live-line Insulator Inspection Tool System for 154 kV Power Transmission Lines. Journal of Electrical Engineering & Technology 2012.01; 7 (1): 23-33. (I.F.:0.715) [pdf]

[1] Jun-shin Lee*, Bong-Ki Kim, Wook-Ryun Lee, and Ki-Yong Oh. Analysis of Water Hammer in Pipelines by Using Partial Fraction Expansion of Transfer Function in Frequency-domain. Journal of Mechanical Science and Technology 2010.10; 24: 1975-1980. (I.F.:1.221) [pdf]

* : Corresponding author

: These authors contributed equally to this paper

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