趙春暉，浙江大學(xué)特聘研究員
趙春暉（1979-），女，山東萊州人，浙江大學(xué)控制科學(xué)與工程系，特聘研究員，博士生導(dǎo)師，2012年教育部“新世紀(jì)優(yōu)秀人才”。
在 AIChE Journal、 Journal of Process Control 、Control Engineering Practice、Industrial & Engineering Chemistry Research、自動(dòng)化學(xué)報(bào)等國(guó)內(nèi)外核心期刊發(fā)表論文近60 篇，SCI檢索30余篇。
研究方向：基于多元統(tǒng)計(jì)分析的數(shù)據(jù)處理與建模；
化工過(guò)程監(jiān)測(cè)、故障診斷、質(zhì)量預(yù)測(cè)；
糖尿病人工胰臟血糖監(jiān)測(cè)及預(yù)測(cè)。
科研創(chuàng)新：
(1) 過(guò)程監(jiān)測(cè)、診斷及質(zhì)量預(yù)測(cè)的研究，主要面向多時(shí)段間歇過(guò)程，從解決實(shí)際問(wèn)題的角度出發(fā)，研究其多 時(shí)段特性及時(shí)段軟過(guò)渡理論，并基于此對(duì)過(guò)程監(jiān)測(cè)與質(zhì)量預(yù)測(cè)問(wèn)題進(jìn)行了系統(tǒng)性的研究。
(2) 1型糖尿病“人工胰臟”中的血糖在線(xiàn)預(yù)測(cè)的研究，將多元統(tǒng)計(jì)分析方法引入進(jìn)來(lái)建立回歸預(yù)測(cè)模型，并提出了針對(duì)血糖動(dòng)特性的個(gè)體間“統(tǒng)一”預(yù)測(cè)模型策略和模型遷移的思想。
科研獲獎(jiǎng)：
榮獲：2012 高等學(xué)�？茖W(xué)研究?jī)?yōu)秀成果獎(jiǎng)（科學(xué)技術(shù)）自然科學(xué)獎(jiǎng)一等獎(jiǎng)：
《批次過(guò)程高性能控制系統(tǒng)基礎(chǔ)理論研究》高福榮,楊毅,陳曦,師佳, 趙春暉,葛志強(qiáng)
2011年度高等學(xué)�？茖W(xué)研究?jī)?yōu)秀成果獎(jiǎng)(科學(xué)技術(shù))自然科學(xué)獎(jiǎng)二等獎(jiǎng)；
《基于多元統(tǒng)計(jì)方法的多時(shí)段間歇過(guò)程監(jiān)測(cè)、故障診斷及質(zhì)量預(yù)測(cè)方法》王福利,常玉清,王姝,陸寧云,
2011年全國(guó)優(yōu)秀博士學(xué)位論文提名獎(jiǎng)；
2010年遼寧省優(yōu)秀博士學(xué)位論文獎(jiǎng)；
2009年?yáng)|北大學(xué)校優(yōu)秀博士學(xué)位論文獎(jiǎng)；
2007年中國(guó)系統(tǒng)仿真技術(shù)及其應(yīng)用學(xué)術(shù)年會(huì)優(yōu)秀論文獎(jiǎng)；
2007年?yáng)|北大學(xué)罕王特鋼博士獎(jiǎng)學(xué)金。
所受教育及科研經(jīng)歷：
2003 年，獲東北大學(xué)自動(dòng)化專(zhuān)業(yè)，學(xué)士學(xué)位；
2006 年，獲東北大學(xué)控制理論與控制工程專(zhuān)業(yè)，碩士學(xué)位，導(dǎo)師王福利教授；
2009 年，獲東北大學(xué)控制理論與控制工程專(zhuān)業(yè)，博士學(xué)位，導(dǎo)師王福利教授；
2009—2010年 香港科技大學(xué)化學(xué)及生物分子工程系博士后，導(dǎo)師高福榮教授；
2010—2012年 美國(guó)加州大學(xué)圣巴拉分校化工系博士后, 助理研究員，
導(dǎo)師: Dale E. Seborg教授、Francis J.Doyle III教授；
2012年— 浙江大學(xué)信息學(xué)部控制科學(xué)與工程學(xué)系，特聘研究員
主要學(xué)術(shù)職務(wù)：
2008年12月17-20日，第十屆國(guó)際Control, Automation, Robotics and Vision大會(huì)，越南河內(nèi)召開(kāi)，“Process Control”小組主席(co-chair)
核心期刊評(píng)審人：
· AIChE Journal
· Chemical Engineering Science
· Industrial & Engineering Chemistry Research
· IEEE Transactions on Control Systems Technology
· Journal of Chemometrics
· Journal of Process Control
· Chemometrics and Intelligent Laboratory Systems
· Chemical Engineering & Technology
· Asia-Pacific Journal of Chemical Engineering
· EURASIP Journal on Advances in Signal Processing
· The Canadian Journal of Chemical Engineering
· 自動(dòng)化學(xué)報(bào)
會(huì)議評(píng)審人：
IFAC2008, 2011； safeprocess2009 (IFAC Symposium)；
ADSCHEM2012；DYCOPS2010；
WCICA；CCDC； CCC2012。
主要科研項(xiàng)目:
1) NSFC (No. 60774068)：基于軟時(shí)段劃分的間歇過(guò)程在線(xiàn)監(jiān)測(cè)、診斷及質(zhì)量預(yù)測(cè)方法的研究；
2）·The Hong Kong Research Grants Council (No. 613107): Development of an Injection Molding Sensor for through Cycle Monitoring and Control，2007.1-2009.12；
3·）N_HKUST639/09, RGC/NSFC joint project: Fault-tolerant control of batch processes with hybrid nature, 2010-2011；
·4） 美國(guó)全國(guó)衛(wèi)生研究所基金(No. RO1DK085628): Closed-loop Artificial Pancreas: Algorithm Engineering and Clinical Evaluation，2009.9-2012.8；
5）.973計(jì)劃項(xiàng)目(No. 2012CB720500): 復(fù)雜系統(tǒng)運(yùn)行狀態(tài)的監(jiān)測(cè)、診斷與智能調(diào)控。
主要學(xué)術(shù)論文：
1. Chunhui Zhao, Fuli Wang, and Mingxing Jia. Dissimilarity analysis based batch process monitoring using moving windows. AIChE Journal, 2007, 53(5), 1267-1277.
2. Chunhui Zhao, Fuli Wang, Zhizhong Mao, Ningyun Lu, and Mingxing Jia.Quality prediction based on phase-specific average trajectory for batch processes. AIChE Journal, 2008, 54(3), 693-705.
3. Chunhui Zhao, Furong Gao, Yuan Yao, and Fuli Wang. A Robust Calibration Modeling Strategy for Analysis of Interference-subject Spectral Data. AIChE Journal, 2010, 56 (1), 196-206.
4. Chunhui Zhao,Furong Gao, and Fuli Wang. An improved independent component regression modeling and quantitative calibration procedure. AIChE Journal, 2010, 56 (6), 1519-1535.
5. Chunhui Zhao,Furong Gao, Dapeng Niu, and Fuli Wang.Enhanced Process Comprehension and Quality Analysis Based on Subspace Separation for Multiphase Batch Processes. AIChE Journal,2011, 57 (2), 388-403.
6. Chunhui Zhao,Furong Gao. Spectra Data Analysis and Calibration Modeling Method Using Spectra Subspace Separation and Multiblock Independent Component Regression Strategy. AIChE Journal,2011, 57(5),1202u20131215.
7. Chunhui Zhao,Furong Gao.A bidirectional Between-set Statistical Analysis Method and Its Applications. AIChE Journal, 2011, 57(5),1233u20131249.
8. Chunhui Zhao,Furong Gao. SpectraCalibration Modeling and Statistical Analysisfor Cumulative Quality Interpretation and Prediction. AIChE Journal,2012,58(2),466u2013479.
9. Chunhui Zhao,Furong Gao.Between-phase based Statistical Analysis and Modeling for Transition Monitoring in Multiphase Batch Processes. AIChE Journal,in press.
10. Chunhui Zhao*,Furong Gao, Youxian Sun. Between-phase calibration modeling and transition analysis for phase-based quality interpretation and prediction. AIChE Journal, in press.
11. Chunhui Zhao, Fuli Wang, Ningyun Lu, and Mingxing Jia. Stage-based soft-transition multiple PCA modeling and on-line monitoring strategy for batch processes. Journal of Process Control, 2007, 17(9), 728u2013741.
12. Chunhui Zhao,Shengyong Mo, Furong Gao, Ningyun Lu, Yuan Yao.Statistical Analysis and Online Monitoring for Handling Multiphase Batch Processes with Varying Durations. Journal of Process Control,2011, 21(6), 817-829.
13. Chunhui Zhao, Fuli Wang, and Yingwei Zhang. Nonlinear process monitoring based on kernel dissimilarity analysis. Control Engineering Practice, 2009, 17(1), 221-230.
14. Chunhui Zhao, Fuli Wang, Furong Gao, Ningyun Lu, and Mingxing Jia. Adaptive Monitoring Method for Batch Processes Based on Phase Dissimilarity Updating with Limited Modeling Data. Industrial & Engineering Chemistry Research, 2007, 46(14), 4943-4953.
15. Chunhui Zhao, Fuli Wang, Zhizhong Mao, Ningyun Lu, and Mingxing Jia. Improved Knowledge Extraction and Phase-based Quality Prediction for Batch Processes. Industrial & Engineering Chemistry Research, 2008, 47(3), 825-834.
16. Chunhui Zhao, Fuli Wang, Zhizhong Mao, Ningyun Lu, and Mingxing Jia. Improved Batch Process Monitoring and Quality Prediction Based on Multi-phase Statistical Analysis. Industrial & Engineering Chemistry Research, 2008, 47(3), 835-849.
17. Chunhui Zhao, Fuli Wang, Zhizhong Mao, Ningyun Lu, and Mingxing Jia. Adaptive monitoring based on independent component analysis for multiphase batch processes with limited modeling data. Industrial & Engineering Chemistry Research, 2008, 47(9), 3104-3113.
18. Chunhui Zhao, Fuli Wang, Furong Gao, and Yingwei Zhang. Enhanced Process Comprehension and Statistical Analysis for Slow-varying Batch Processes. Industrial & Engineering Chemistry Research, 2008, 47(24), 9996-10008.
Component Analysis-Principal Component Analysis (KICA-PCA). Industrial & Engineering Chemistry Research, 2009, 48 (20), 9163u20139174.
20. Yuan Yao, Chunhui Zhao,and Furong Gao. Batch-to-Batch Steady State Identification Based on Variable Correlation and Mahalanobis Distance. Industrial & Engineering Chemistry Research, 2009, 48(24), 11060-11070.
21. Chunhui Zhao, Furong Gao, and Fuli Wang. Phase-based Joint Modeling and Spectroscopy Analysis for Batch Processes Monitoring. Industrial & Engineering Chemistry Research, 2010, 49 (2), 669u2013681.
22. Chunhui Zhao, Furong Gao. Multiblock-based Qualitative and Quantitative Spectra Calibration Analysis. Industrial & Engineering Chemistry Research, 2010, 49(18), 8694u20138704.
23. Chunhui Zhao,Furong Gao. A Two-step Multiset Regression Analysis (MsRA) Algorithm. Industrial & Engineering Chemistry Research, 2012, 51(3), 1337u20131354.
24. Chunhui Zhao, Fuli Wang, and Furong Gao. Covariance-oriented qualitative and quantitative analysis for multistage batch processes. The Canadian Journal of Chemical Engineering, 2009, 87(3), 466-476.
25. Chunhui Zhao,Fuli Wang, and Furong Gao. Improved Calibration Investigation using Phase-wise Local and Cumulative Quality Interpretation and Prediction. Chemometrics and Intelligent Laboratory Systems, 2009, 95(2), 107-121.
26. Chunhui Zhao, Furong Gao. A Two-step Basis Vector Extraction Strategy for Multiset Variable Correlation Analysis. Chemometrics and Intelligent Laboratory Systems, 2011, 107(1), 147-154.
27. Chunhui Zhao, Yuan Yao, Furong Gao, Fuli Wang. Statistical Analysis and Online Monitoring for MultimodeProcesses withBetween-mode Transitions. Chemical Engineering Science, 2010, 65(22), 5961-5975.
28. Chunhui Zhao,Furong Gao. Multiphase Calibration Modeling and Quality Interpretation by Priority Sorting. Chemical Engineering Science, 2011, 66(21), 5400-5409.
29 Chunhui Zhao,Eyal Dassau, Lois Jovanovi?, Howard C. Zisser, Francis J. Doyle III,Dale E. Seborg. Predicting Subcutaneous Glucose Concentration Using Latent Variable (LV)-based Statistical Analysis Method for Type 1 Diabetes Mellitus.Journal of Diabetes Science and Technology.
30. 趙春暉，王福利，姚遠(yuǎn)，高福榮。基于時(shí)段的間歇過(guò)程統(tǒng)計(jì)建模、在線(xiàn)監(jiān)測(cè)及質(zhì)量預(yù)報(bào)（綜述文章）， 自動(dòng)化學(xué)報(bào)，2010, 36(3), 366-374.
31. 趙春暉，王福利，賈明興。基于主元空間數(shù)據(jù)分布比較的統(tǒng)計(jì)過(guò)程監(jiān)測(cè)。 儀器儀表學(xué)報(bào)。2008, 29(8), 1598-1604.