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PUBLICATIONS

  • Lee, M., Noh, Y., Lee, I., A novel sampling method for adaptive gradient-enhanced Kriging, Computer Methods in Applied Mechanics and Engineering, 418, 116456, 2024.

  • Kim, J.W., Won, H.I., Park. D.Y., Kim, I.J., Lee, J.W., Kim, K.D., Noh, Y., Jang, J.S., Study on Stochastic and Autoregressive Time Series Forecasting for Hydrogen Refueling Station, 11, 141598-141609, IEEE Access, 2023.

  • Mochammad, S., Noh, Y., Kim, N.-H., Enhancing Realistic Remaining Useful Life Prediction using Multi-Fidelity Physic-Informed Neural Network Approach, Annual Conference of the PHM Society, 15(1), 1-6, 2023.

  • Seo, C., Kang, Y.-J., Noh, Y., Abebe, M., Kim, D., and Kwon, C., Ship Collision Avoidance Route Planning Using CRI-based A* Algorithm, International Journal of Naval Architecture and Ocean Engineering, 15, 100551, 2023.

  • Kang, Y.J., Noh, Y.J., Jang, M.S., Park, S., Kim, J.T., Hierarchical level fault detection and diagnosis of ship engine systems, Expert Systems with Applications, 213(Part A)
    118814, 2023.

  • S Mochammad, Y Noh, YJ Kang, Bearing Fault Degradation Modeling Based on Multi-time Windows Fusion Unsupervised Health Indicator, IEEE Sensors Journal, 23(17), 19623 - 19634, 2023.

  • Choi, J., Kim, H., Noh, T. et al. Digital Twin Data-Driven Multi-Disciplinary and Multi-Objective Optimization Framework for Automatic Design of Negative Stiffness Honeycomb. Int. J. Precis. Eng. Manuf. 24, 1453–1472, 2023.

  • Lee, Y.E., Zhang, S., Choi, N.J. Noh, Y.J., Kim, K.C. Misalignment Detection of Rotating Machine Shaft Using Artificial Neural Network and t-Distributed Stochastic Neighbor Embedding Classification Technique. J Control Autom Electr Syst 34, 376–383, 2023. 

  • Kim, S., Noh, Y.*, Kang, Y.J., Park, S., Lee, J., Chin, S., Hybrid Data-Scaling Method for Fault Classification of Compressors, Measurements, accepted.

  • Mochammad, S., Noh, Y., Kang, Y.-J., Park, S., Lee, J. Jin, S.  Multi-Filter Clustering Fusion for Feature Selection in Rotating Machinery Fault Classification, Sensors, 22(6), p. 2192, 2022. 

  • Bogale, A.M., Mani, G., Noh, Y.*, et al., Design and construction of hierarchical MnFe2Ce4@MnNiCe4 nanosheets on Ni foam as an advanced electrode for battery-type supercapacitor applications, Journal of Energy Storage, vol. 61(6), p. 104542, 2022. 

  • Islan, T. Kwon, C. Noh, Y. Transmission Power Control and Relay Strategy for Increasing Access Rate in Device to Device Communication, IEEE Access, vol. 10, p. 49975., 2022

  • Abebe, M., Noh, Y., Kang, Y.j-J., Seo, C., Kim, D., Seo, J. Ship trajectory planning for collision avoidance using hybrid ARIMA-LSTM models, Ocean Engineering, vol. 256, p. 11527, 2022.  

  • Bogale, A.M., Mani, G., Noh, Y.*, et al., Ni foam conductive substrate supported interwoven ZnCo2S4 nanowires with highly enhanced performances for supercapacitors, Journal of Energy Storage, vol. 44, p. 103417, 2021.

  • Bogale, A.M., Mani, G., Noh, Y.*, et al., Crafting nanoflower-built MnCo2S4 anchored to Ni foam as a prominent energy conversion and energy storage electrode for high-, performance supercapacitor applications, Journal of Energy Storage, vol. 43, p.103155, 2021.

  • Mochammad, S., Noh, Y., Kang, Y., Park, S., Ahn, B., "Stable Hybrid Feature Selection Method for Compressor Fault Diagnosis", IEEE Acces, vol. 9, pp.97415-97429, 2021.

  • Abebe, M., Noh, Y.*, Seo, C., Kim, D., Lee, I., "Developing a Ship Collision Risk Index Estimation Model based on Dempster-Shafer Theory", Applied Ocean Research, vol. 113, pp.102735, 2021.  

  • Jeon, M. Noh, Y.*, Jeon, K., Lee, S., Lee, I., "Data Gap Analysis of Ship and Maritime Data Using Meta-learning", Applied Soft Computing, Vol. 101, pp.107048, 2021.

  • Kim, S., Kang, Y.-J., Noh, Y., Park, S., Ahn, B. "Fault Classification Model based on Time Domain Feature Extraction of Vibration Data", J. Comput. Struct. Eng. inst. Korea, Vol. 34, No. 1, p.25-33, 2021.

  • Shin, Y., Baye M.A., Noh, Y.*, Lee, S., Lee, I., Kim, D., Bae, J., Kim, K-C., "Near-optimal weather routing by using improved A* algorithm", Vol. 10, No. 17, pp. 6010, 2020.

  • Chae, J., Kang, Y.-J., Noh, Y.*, "A Deep-Learning Approach for Foot-Type Classification Using Heterogeneous Pressure Data", Sensors 2020, No. 8, pp.4481, 2020.

  • Abebe, M., Shin, Y., Noh, Y.*, Lee, S., Lee, I., "Machine Learning Approaches for Ship Speed Prediction towards Energy Efficient Shipping", Applied Science-Basel 2020, No. 10, pp.2325, 2020.

  • Lee, T., Kwak, BJ, Yu, J., Lee, JH, Noh, Y., Moon, YH., "Deep-learning Approach to Predict a Severe Plastic Anisotropy of Caliber-rolled Mg Alloy", Vol.269, pp127652, 2020.

  • Son, H., Lee, G., Kang, K., Kang, Y.-J., Youn, B.D.*, Lee, I.*, Noh, Y. *, "Industrial Issues and Solutions to Statistical Model Improvement: A Case Study of Automobile Steering Column", Structural Multidisciplinary Optimization, Vol. 61, pp.1739-1756, 2020.

  • Kang, Y.-J., Noh, Y.*, "“Development of the Hartigan’s Dip Statistic with Bimodality Coefficient to Assess Multimodality of distributions", Mathematical Problems in Engineering, Vol.2019, pp.2325.

  • Kang, Y.-J., Noh, Y.*, Lim, O-K., "Integrated Statistical Modeling Method Part I : Statistical Simulations for Symmetric Distributions", Structural Multidisciplinary Optimization, Vol. 60, No. 5, pp. 1719-1740.

  • 강영진, 노유정, "다양한 대역폭 선택법에 따른 커널밀도추정의 비교 연구", 한국전산구조공학회 논문집, 32권 3호, 173-182, 2019.

  • Kim, H.-S., Noh, Y., "Elicitation of Design Factors through Big Data Analysis of Online Customer Reviews for Washing Machine", Journal of Mechanical Science and Technology, Vol. 33, No. 6, pp.2785-2795, 2019. 

  • 강영진, 노유정, "다변량 확률분포함수 추정을 위한 MKDE-ebd 개발", 한국전산구조공학회 논문집, 32권 1호, 55-64, 2019.

  • Kang, Y.-J., Noh, Y.*, Lim, O-K., "Development of a Kernel Density Estimation with Hybrid Estimated Bounded Data", Journal of Mechanical Science and Technology, Vol. 32, No. 12, pp.5807-5815, 2018. 

  • Jeon, M., Noh, Y.*, Shin, Y., Lim, O-K., Lee, I., Cho, D., "Prediction of Ship's Fuel Consumption Using Artificial Neural Network", Journal of Mechanical Science and Technology, Vol. 32, No. 12, pp.5785-5796, 2018. 

  • 홍지민, 강영진, 임오강, 노유정*, "제한된 상관데이터의 다변량 통계모델링 기법 비교", 대한기계학회논문집 A, 42권 5호, pp.445-453, 2018.

  • ​김동휘, 노유정, 임오강, 최은호, 최주용, "양방향 펌프의 유동 해석을 통한 펌프 케이싱의 최적 설계", 한국전산공학회논문집, 31권 2호, pp.95-113, 2018.

  • Son, I.-H., Noh, Y.*, Choi, E.-H., Choi, J.Y., Ji, Y.J., Lim, K., "Optimization of the Flow Path Efficnecy in a Vacuum Cleaner Fan", Strojniski Vestnik-Journal of Mechanical Engineering, Vol. 64, No. 4, pp.258-268, April, 2018.

  • Kang, Y.-J., Lim, O.-K., Noh, Y.*, "Kernel Density Estimation with Bound Data", Structural and Multidisciplinary Optimization, Structural Multidisciplinary Optimization, Vol.57, No.1, 95-113, 2018.

  • 정자영, 최은호, 강영진, 노유정, 임오강, "평균분석을 이용한 설계변수가 포핏 밸브의 유동특성에 미치는 영향(Influence of Design Variables on Flow Characteristics of Poppet Valve Using Analysis of means)", 한국전산구조공학회논문집, 30호 3권, pp.239-248, June, 2017.

  • Jung, J.-H., Lim, O.-K., Kang, Y.-J., Noh, Y.*, "A New Method to Determine the Number of Experimental Data Using Statistical Modeling methods", Journal of Mechanical Science and Technology, Vo. 31, No. 6, pp. 2901-2910, June. 2017.

  • 박천, 강영진, 노유정, 임오강, "랜덤 미세구조에 따른 입자 복합재료의 특성분석", 한국전산구조공학회논문집, Vol. 30, No. 1, pp.23-30, Feb. 2017.

  • 강영진, 홍지민, 임오강, 노유정*, "모수적∙비모수적 입력모델링 기법을 이용한 신뢰성 해석", Vl. 30, No.1, pp.87-94, 한국전산구조공학회논문집, Feb. 2017.

  • Kim, D.-H., Lim, O.-K., Choi, E.-H., Noh, Y., "Optimization of 5-MW Wind Turbine Blade Using Fluid Structure Interaction Analysis", Journal of Mechanical Science and Technology, Vol. 31, No. 2, pp.725-732,  Feb. 2017.

  • Noh, Y.*, Comparison Study on Statistical Modeling Methods, Journal of the Korean Academic-Industry  cooperation Society, Vol. 17, No. 5, pp.645-652, 2016.

  • Kang, Y.-J, Lim, O-K., Noh, Y.*, " Sequential Statistical Modeling Method for Distribution Type Identification", Structural Multidisciplinary Optimization, Vol. 54, No. 5, pp. 1587-1607, 2016. 

  • Liu, H., Lee, J., Noh, Y., Cho, J., Lee, H., Koh, J., Kang, J. “A Study on Thermal Analytical Model for a Dry Dual Clutch,” Journal of Drive Control, Vol. 12, No. 1, pp.1-8, 2015.

  • 노유정*, 베이지안 추론법을 이용한 부식된 배관의 통계적 수명예측 , 한국산학기술학회논문지 16(4), pp.2401-2406, 2015.

  • 이상진, 노유정*, 류하오, 이재천, 신용남, 박용덕, 강명권, “GDI 고압펌프의 유동특성에 관한 연구”, 대한기계학회 논문집 B, Vol. 39, No. 5, pp. 455-461, 2015.

  • Youn, S.J., Noh, Y.J*. “Reliability-Based Design Optimization of Refrigerator Door Hinges Using PIDO Technology”, IJPEM, VO. 16, No. 4, pp.715-722, 2015.

  • Lee, S.J., Noh, Y.J.*, Kim, K.N., Kim, K.W., Jang, Y.G., Kim, K.H., Lee, J.C., "Development of Contact Pressure Analysis Model of Automobile Wiper Blades", Transactions of KSAE, Vol. 23, No. 3, pp. 292-298, 2015.

  • 노유정*, 이상진, 신뢰성 해석을 위한 결합분포함수의 통계모델링, 한국산학기술학회논문지 15(5), pp.2603-2609, 2014.

  • 김경남, 노유정*, 김동훈, 트렁크 래치의 베이스 플레이트와 접촉스위치의 최적화, 한국자동차공학회논문집 22(3), pp. 97-104, 2014.

  • 윤성준, 노유정*, 김석로, 김지원, 대형 냉장고 도어 힌지의 최적 설계, 대한기계학회 논문집 A, 38(1), pp. 71-78, 2014.

  • Noh, Y.J.*, Kang, Y.J., Youn, S.J., Cho, J.R., Lim, O.K., "Reliability-based Design Optimization of Volume Fraction Distribution in Functionally Graded Composites”, Computational Material Science, Vol. 69, 435-442, 2013.

  • Lee, I., Choi, K.K., Noh, Y., and Lamb, D., “Comparison Study between Probabilistic and Possibilistic Methods for Problems under a Lack of Correlated Input Statistical Information”, Structural and Multidisciplinary Optimization, Vol. 47, No. 2, pp175-189, 2013.

  • Lee, I., Noh,Y., and Yoo, D., “A Novel Second-Order Reliability Method(SORM) Using Noncentral or Generalized Chi-Squared Distributions”, Journal of Mechanical Design, Vol.134, No.10, pp.091012, 2012.

  • Cho, J.R., Jeong, K.Y., Kang Y.J. Noh, Y.J. and Lim, O.K. “Homogenization and thermoelasticanalysis of heterogenous materials with regular and random microstructures,” Composites Part B: Engineering, Volume 43, Issue5, pp. 2313-2323, 2012.

  • Noh, Y.*, Choi, K.K., Lee, I. , David G., David L., “ Reliability-Based Design Optimization with Confidence Level for Non-Gaussian Distribution Using Bootstrap Method,” Journal of Mechanical Design, Vol. 133, No. 9, pp. 091001, 2011.

  • Noh, Y. *, Choi, K.K., and Lee, I., “ Reliability-Based Design Optimization with Confidence Level under Input Model Uncertainty Due to Limited Test Data,” Structural and Multidisciplinary Optimization, Vol. 43, No. 4, pp. 443-458, 2011.

  • Lee, I., Choi, K.K., and, Noh, Y., Zhao,L., and Gorsich, D. “Sampling-Based Stochastic Sensitivity Analysis Using Score Functions for RBDO Problems with Correlated Random Variables”, Journal of Mechanical Design, Vol. 133, No. 2, pp. 021003, 2011.

  • Noh, Y.*, Choi, K.K., and Lee, I., “Comparison study between MCMC-based and weight-based Bayesian methods for identification of joint distribution,” Structural and Multidisciplinary Optimization, Vol. 42, No.6, pp. 823-833, 2010.

  • Noh, Y.*, Choi, K.K., and Lee, I., “Identification of Marginal and Joint CDFs Using the Bayesian Method for RBDO,” Structural and Multidisciplinary Optimization, Vol. 40, No.1, pp. 35-51, 2010.

  • Noh, Y.*, Choi, K.K., and Lee, I. , “ Reduction of Ordering Effect in Reliability-Based Design Optimization Using Dimension Reduction Method ,” AIAA Journal , Vol. 47 , No. 4 , pp. 99 4-1 004 , 2009.

  • Noh, Y.*, Choi, K.K., and Du, L., “Reliability Based Design Optimization of Problems with Correlated Input Variables Using Copulas”, Structural and Multidisciplinary Optimization , Vol. 38, No. 1, pp. 1-16, 2009.

Journals
Patents

  • Kang, Y.-J., Noh, Y., Kim, K.C., Kim, J., Park, S., "Method and Apparatus for Determining a Monitoring Variable for a Target System(타겟 시스템을 위한 관측 변수를 결정하는 방법 및 장치", Patent Application, 10-2021-0182983, 2021.

  • Noh, Y., Kang, Y.-J., Kim, J.-M., Choi, J., "Method for Designing Customized Insole Using Digital Twin based Virtual Insole, Method and Terminal for Designing the Virtual Insole (디지털 트윈 기반의 가상 인솔을 위한 맞춤형 인솔 설계 방법)", Patent Application, 10-2021-0159343, 2021.

  • Choi, H. Shin, D.-K., Noh, Y., Choi, J.-Y., Kim, D.-H., "Impeller for Drain Pump of Laundry Treating Apparatus (의류처리장치용 배수펌프의 임펠러) ", Patent Application, 10-2017-0016404, 2017.

  • Choi, H. Shin, D.-K., Noh, Y., Choi, J.-Y., Son, I.-H., "Drain Pump(배수펌프) (2)", Patent Application, 10-2017-0016401, 2017.

  • Choi, H., Shin, D.-K., Noh, Y., Choi, J.-Y., "Drain Pump for Laundry Treating Apparatus (의류처리장치용배수펌프) (3) ", Patent Application, 10-2016-0180431, 2016.

  • Choi, H., Shin, D.-K., Noh, Y., Choi, J.-Y., "Drain Pump for Laundry Treating Apparatus (의류처리장치용배수펌프) (2)", Patent Application, 10-2016-0180430, 2016.

  • Choi, H., Shin, D.-K., Noh, Y., Choi, J.-Y., "Drain Pump (배수펌프)", Patent Application, 10-2016-0180429, 2016.

  • Choi, H., Shin, D.-K., Noh, Y., Choi, J.-Y., "Drain Pump for Laundry Treating Apparatus (의류처리장치용배수펌프)", Patent APplication, 10-2016-0180427, 2016.

  • Noh, Y.*, Choi, E.-H., Kim, D.-H., Son, I.-H., "Flow Control Valve Using a Rotating Plate with Springs", Patent Application, 10-2016-0091256, 2016.

  • Noh, Y.*, Choi, E.-H., Kim, D.-H., Son, I.-H., "Flow Control Valve Using a Clutch", Patent Application, 10-2016-0091261, 2016.

  • Noh, Y.*, Choi, E.-H., Kim, D.-H., Son, I.-H., "Flow Control Valve Including Rotary Disk (회전디스크를 포함한 유로 조절 밸브)", Patent Registration, 10-2016-0091256, 2018.

  • Noh, Y.*, Choi, E.-H., Kim, D.-H., Son, I.-H., "Flow Control Valve (유로 조절 밸브)", Patent Registration, 10-2016-0091261, 2018.

  • Noh, Y., Kang, Y., Lim, O.K., Hong, J.M., Ju, S.-J., "Design Device and Method Using Statistical Characteristics(통계적 특성을 이용한 설계 장치 및 방법)", Patnet Registration, Feb., 2018.

  • Noh, Y.*, Lee, S.-J., Kim, K.-N., Kim, K.-W., Jang, Y-G, "Wiper Blade Assembly and Wiper Device Using of It (와이퍼 블레이드 장치 및 이를 이용한 와이퍼 장치)", 1016812230000, Patent Registration, 2016.

  • Noh, Y.*, Kim, K.-N., Kim, D.-H., Youn, S-J, "Contact Switch Module of Trunk Latch for Vehicle, and Trunk Latch Module Using It(차량의 트렁크 래치의 접촉스위치 모듈 및 이를 사용하는 차량의 트렁크 래치 모듈)", 1014991780000, Patent Registration, 2015.

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