Dr. DONG Yining (董一凝)
Research Output
- 2022
- Published
Fractional calculus & machine learning methods based rubber stress-strain relationship prediction
Li, D., Liu, J., Zhang, Z., Yan, M., Dong, Y. & Liu, J., Jul 2022, In: Molecular Simulation. 48, 10, p. 944-954Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- Published
A Machine Learning Framework to Predict the Tensile Stress of Natural Rubber: Based on Molecular Dynamics Simulation Data
Huang, Y., Chen, Q., Zhang, Z., Gao, K., Hu, A., Dong, Y., Liu, J. & 1 others, , May 2022, In: Polymers. 14, 9, 1897.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
- 2021
- Published
Plant-wide troubleshooting and diagnosis using dynamic embedded latent feature analysis
Qin, S. J., Liu, Y. & Dong, Y., Sep 2021, In: Computers and Chemical Engineering. 152, 107392.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Online published
Extracting a low-dimensional predictable time series
Dong, Y., Qin, S. J. & Boyd, S. P., 28 May 2021, (Online published) In: Optimization and Engineering. 26 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 2 - Published
Adaptive dynamic predictive monitoring scheme based on DLV models
Dong, Y. & Qin, S. J., 2021, 19th IFAC Symposium on System Identification SYSID 2021: Padova, Italy, 13-16 July 2021. Pillonetto, G. (ed.). ELSEVIER, p. 91-96 (IFAC-PapersOnLine; vol. 54, no. 7).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Deep Dynamic Adaptive Transfer Network for Rolling Bearing Fault Diagnosis with Considering Cross-machine Instance
Zhou, Y., Dong, Y., Zhou, H. & Tang, G., 2021, In: IEEE Transactions on Instrumentation and Measurement. 70, 3525211.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 4 - 2020
- Published
On Data Science for Process Systems Modeling, Control and Operations
Qin, S. J. & Dong, Y., Nov 2020, In: IFAC-PapersOnLine. 53, 2, p. 11325-11331Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1 - Published
Dynamic-Inner Canonical Correlation Analysis based Process Monitoring
Dong, Y. & Qin, S. J., Jul 2020, 2020 American Control Conference. IEEE, p. 3553-3558 9147890. (Proceedings of the American Control Conference).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
- Published
Dynamic latent variable regression for inferential sensor modeling and monitoring
Zhu, Q., Joe Qin, S. & Dong, Y., 9 Jun 2020, In: Computers and Chemical Engineering. 137, 106809.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 21 - Published
Efficient Dynamic Latent Variable Analysis for High-Dimensional Time Series Data
Dong, Y., Liu, Y. & Qin, S. J., Jun 2020, In: IEEE Transactions on Industrial Informatics. 16, 6, p. 4068-4076 9 p., 8928945.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 12 - Published
New Dynamic Predictive Monitoring Schemes Based on Dynamic Latent Variable Models
Dong, Y. & Joe Qin, S., 12 Feb 2020, In: Industrial and Engineering Chemistry Research. 59, 6, p. 2353-2365Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 13 - Published
Bridging systems theory and data science: A unifying review of dynamic latent variable analytics and process monitoring
Qin, S. J., Dong, Y., Zhu, Q., Wang, J. & Liu, Q., 2020, In: Annual Reviews in Control. 50, p. 29-48Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 32 - 2019
基于动态建模与重构的列车轴承故障检测和定位
刘强, 方彤, 董一凝 & 秦泗钊, Dec 2019, In: 自动化学报/Acta Automatica Sinica. 45, 12, p. 2233-2241Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3- 2018
Regression on dynamic PLS structures for supervised learning of dynamic data
Dong, Y. & Qin, S. J., Aug 2018, In: Journal of Process Control. 68, p. 64-72 9 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 47A novel dynamic PCA algorithm for dynamic data modeling and process monitoring
Dong, Y. & Qin, S. J., Jul 2018, In: Journal of Process Control. 67, p. 1-11 11 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 209Dynamic Latent Variable Analytics for Process Operations and Control
Dong, Y. & Qin, S. J., 9 Jun 2018, In: Computers and Chemical Engineering. 114, p. 69-80 12 p.Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 44DiCCA with Discrete-Fourier Transforms for Power System Events Detection and Localization
Dong, Y., Liu, Y. & Joe Qin, S., 2018, In: IFAC-PapersOnLine. 51, 18, p. 726-731Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 3Dynamic-Inner Canonical Correlation and Causality Analysis for High Dimensional Time Series Data
Dong, Y. & Joe Qin, S., 2018, In: IFAC-PapersOnLine. 51, 18, p. 476-481Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 21Hybrid Latent Variable Modeling of High Dimensional Time Series Data
Qin, S. J. & Dong, Y., 2018, In: IFAC-PapersOnLine. 51, 15, p. 563-568Research output: Journal Publications and Reviews (RGC: 21, 22, 62) › 21_Publication in refereed journal › peer-review
Scopus citations: 1- 2015
Advanced Streaming Data Cleansing
Deshpande, A., Dong, Y., Li, G., Zheng, Y., Qin, S. & Brenskelle, L. A., Mar 2015, Society of Petroleum Engineers - SPE Digital Energy Conference and Exhibition 2015. Society of Petroleum Engineers, p. 276-284 (Society of Petroleum Engineers - SPE Digital Energy Conference and Exhibition).Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45) › 32_Refereed conference paper (with ISBN/ISSN) › peer-review
Scopus citations: 4