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Newsletter 12호 국내외 최신 대표 논문

Alexandre de Fátima Cobre, Dile Pontarolo Stremel, Guilhermina Rodrigues Noleto, Mariana Millan Fachi, Monica Surek, Astrid Wiens, Fernanda Stumpf Tonin, Roberto Pontarolo,

Diagnosis and prediction of COVID-19 severity: can biochemical tests and machine learning be used as prognostic indicators?,

Computers in Biology and Medicine, Volume 134, 2021, 104531, ISSN 0010-4825,

https://doi.org/10.1016/j.compbiomed.2021.104531.

(https://www.sciencedirect.com/science/article/pii/S0010482521003255)

Ingeborg de Pater, Mihaela Mitici,

Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics and a limited stock of spare components,

Reliability Engineering & System Safety, Volume 214, 2021, 107761, ISSN 0951-8320,

https://doi.org/10.1016/j.ress.2021.107761.

(https://www.sciencedirect.com/science/article/pii/S095183202100288X)

Taereem Kim, Tiantian Yang, Shang Gao, Lujun Zhang, Ziyu Ding, Xin Wen, Jonathan J. Gourley, Yang Hong,

Can artificial intelligence and data-driven machine learning models match or even replace process-driven hydrologic models for streamflow simulation?: A case study of four watersheds with different hydro-climatic regions across the CONUS, Journal of Hydrology, Volume 598, 2021, 126423, ISSN 0022-1694,

https://doi.org/10.1016/j.jhydrol.2021.126423.

(https://www.sciencedirect.com/science/article/pii/S0022169421004704)

M.M. Manjurul Islam, Alexander E. Prosvirin, Jong-Myon Kim,

Data-driven prognostic scheme for rolling-element bearings using a new health index and variants of least-square support vector machines,

Mechanical Systems and Signal Processing, Volume 160, 2021, 107853, ISSN 0888-3270,

https://doi.org/10.1016/j.ymssp.2021.107853.

(https://www.sciencedirect.com/science/article/pii/S088832702100248X)

Peng Luo, Niaoqing Hu, Lun Zhang, Jian Shen, Zhe Cheng,

Improved phase space warping method for degradation tracking of rotating machinery under variable working conditions,

Mechanical Systems and Signal Processing, Volume 157, 2021, 107696, ISSN 0888-3270,

https://doi.org/10.1016/j.ymssp.2021.107696.

(https://www.sciencedirect.com/science/article/pii/S0888327021000911)

Zhen Chen, Tangbin Xia, Yanting Li, Ershun Pan,

A hybrid prognostic method based on gated recurrent unit network and an adaptive Wiener process model considering measurement errors,

Mechanical Systems and Signal Processing, Volume 158, 2021, 107785, ISSN 0888-3270,

https://doi.org/10.1016/j.ymssp.2021.107785.

(https://www.sciencedirect.com/science/article/pii/S0888327021001801)

Yifan Dong, Tangbin Xia, Dong Wang, Xiaolei Fang, Lifeng Xi,

Infrared image stream based regressors for contactless machine prognostics, Mechanical Systems and Signal Processing, Volume 154, 2021, 107592, ISSN 0888-3270,

https://doi.org/10.1016/j.ymssp.2020.107592.

(https://www.sciencedirect.com/science/article/pii/S088832702030978X)

Lin Lin, Jie Liu, Hao Guo, Yancheng Lv, Changsheng Tong,

Sample adaptive aero-engine gas-path performance prognostic model modeling method, Knowledge-Based Systems, Volume 224, 2021, 107072, ISSN 0950-7051,

https://doi.org/10.1016/j.knosys.2021.107072.

(https://www.sciencedirect.com/science/article/pii/S095070512100335X)

Talha Mahboob Alam, Kamran Shaukat, Ibrahim A. Hameed, Wasim Ahmad Khan, Muhammad Umer Sarwar, Farhat Iqbal, Suhuai Luo,

A novel framework for prognostic factors identification of malignant mesothelioma through association rule mining, Biomedical Signal Processing and Control, Volume 68, 2021, 102726, ISSN 1746-8094,

https://doi.org/10.1016/j.bspc.2021.102726.

(https://www.sciencedirect.com/science/article/pii/S1746809421003232)

Heraldo Rozas, Diego Troncoso-Kurtovic, Christopher P. Ley, Marcos E. Orchard,

Lithium-ion battery State-of-Latent-Energy (SoLE): A fresh new look to the problem of energy autonomy prognostics in storage systems, Journal of Energy Storage, Volume 40, 2021, 102735, ISSN 2352-152X,

https://doi.org/10.1016/j.est.2021.102735.

(https://www.sciencedirect.com/science/article/pii/S2352152X21004680)

Francisco Bilendo, Hamed Badihi, Ningyun Lu, Bin Jiang,

A data-driven prognostics method for explicit health index assessment and improved remaining useful life prediction of bearings, ISA Transactions, 2021, ISSN 0019-0578,

https://doi.org/10.1016/j.isatra.2021.05.007.

(https://www.sciencedirect.com/science/article/pii/S0019057821002627)

Ruihan Wang, Hui Chen, Cong Guan, Wenfeng Gong, Zehui Zhang,

Research on the fault monitoring method of marine diesel engines based on the manifold learning and isolation forest,

Applied Ocean Research, Volume 112, 2021, 102681,

ISSN 0141-1187,

https://doi.org/10.1016/j.apor.2021.102681.

(https://www.sciencedirect.com/science/article/pii/S0141118721001589)

Wenlong Zhang, Chen Li, Tianhong Huo, Xiaocheng Qu, Chongwei Xin,

Vibration events in underground heading face and useful index for rock burst monitoring, Measurement, Volume 180, 2021, 109501, ISSN 0263-2241,

https://doi.org/10.1016/j.measurement.2021.109501.

(https://www.sciencedirect.com/science/article/pii/S0263224121004838)

Imran Ahmed, Misbah Ahmad, Awais Ahmad, Gwanggil Jeon,

IoT-based crowd monitoring system: Using SSD with transfer learning, Computers & Electrical Engineering, Volume 93, 2021, 107226, ISSN 0045-7906,

https://doi.org/10.1016/j.compeleceng.2021.107226.

(https://www.sciencedirect.com/science/article/pii/S0045790621002147)

Jinchuan Shi, Jiyan Yi, Yan Ren, Yong Li, Qi Zhong, Hesheng Tang, Leiqing Chen,

Fault diagnosis in a hydraulic directional valve using a two-stage multi-sensor information fusion, Measurement, Volume 179, 2021, 109460, ISSN 0263-2241,

https://doi.org/10.1016/j.measurement.2021.109460.

(https://www.sciencedirect.com/science/article/pii/S0263224121004474)