Newsletter 12È£ ±¹³»¿Ü ÃֽŠ´ëÇ¥ ³í¹® 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) |