卞希慧，女，博士，天津工業大學教授，碩士生導師。荷蘭拉德堡德大學（Radboud University）訪問學者。中國化學會計算（機）化學專業委員會委員，中國儀器儀表學會藥物質量分析與過程控制分會理事，中國儀器儀表學會近紅外光譜分會理事，中國化學會高級會員。擔任《分析測試學報》青年編委，《Applied Sciences》客座編輯，《Frontiers in Chemistry》評審編輯。獲中國儀器儀表學會第三屆陸婉珍近紅外光譜青年獎，天津市優秀科技特派員，天津市“131”創新型人才，天津工業大學我最喜愛的研究生導師，天津工業大學優秀教師，并被英國皇家化學會旗下的Analytical Methods、《分析化學》、《分析測試學報》評為優秀審稿人。致力于化學計量學算法及其在醫藥、食品、環境、能源等領域的應用研究。主持自然科學基金1項，省部級項目2項，開放課題5項，發表學術論文60余篇，其中SCI收錄論文40余篇；H-index為17，H-index10為23；申請專利40余項，授權專利9項，轉讓7項；參編中英文專著各1部。
應邀為"Analytical Chemostry", "Food Chemistry", "ACS Sensors", "Scientific Report","Analytica Chimica Acta", "Tanlanta", "RSC Advance"," Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy", "Chemometrics and Intelligent Laboratory Systems", "Journal of Pharmaceutical and Biomedical Analysis", "Analytical Methods", "Applied Spectroscopy", "Journal of Chemometrics", "Energy & Fuels", "Infrared Physics and Technology", "IEEE Access", "Journal of Separation Science", "Journal of Theoretical and Computational Chemistry"和"光譜學與光譜分析"等雜志審稿370余次。
1983年12月26日出生于山東省日照市五蓮縣許孟鎮仁里三村。2002年9月-2006年7月就讀于天津工業大學材料科學與化學工程學院，師從劉秀軍教授，獲得應用化學專業理學學士學位。2006年9月-2008年7月就讀于天津大學化工學院，師從周雪琴/劉東志教授，獲得應用化學專業工學碩士學位。2008年9月-2011年7月就讀于南開大學化學學院，師從邵學廣教授，獲得分析化學專業理學博士學位。2012年-至今年受聘于天津工業大學化學工程與技術學院（2018年前為環境與化學工程學院）化學工程與工藝系從事教學科研工作，主講化工熱力學、生物化學、科技論文寫作以及化工計算機技術等課程。
研究方向
1、化學計量學算法研究
2、食用油品質安全快速無損檢測研究
3、中藥過程質量控制研究
4、膜富集結合光譜技術用于重金屬離子檢測研究
發表論文
1. Xinyan Wu, Xihui Bian*, En Lin, Haitao Wang, Yugao Guo, Xiaoyao Tan*, Weighted multiscale support vector regression for fast quantification of vegetable oils in edible blend oil by ultraviolet-visible spectroscopy, Food Chemistry, 2021, 342, 128245 (IF: 9.231, 一區)
2. Xihui Bian*, Caixia Zhang, Peng Liu, Ligang Lin, Guohui Chen, Xiaoyao Tan, Yugao Guo, Bowen Cheng, A robust boosting extreme learning machine method for multivariate calibration of complex samples, Analytica Chimica Acta, 2018, 1009, 20-26 (IF: 6.911, 一區)
3. Xihui Bian*, Shujuan Li, Ligang Lin, Xiaoyao Tan, QingjieFan, Ming Li, High and low frequency unfolded partial least squares regression based on empirical mode decomposition for quantitative analysis of fuel oil samples, Analytica Chimica Acta, 2016, 925, 16-22 (IF: 6.911, 二區)
4. Xueguang Shao*, Xihui Bian, Wensheng Cai, An improved boosting partial least squares method for near-infrared spectroscopic quantitative analysis, Analytica Chimica Acta, 2010, 666(1-2): 32-37 (IF: 6.911, 二區)
5. Xihui Bian*, Deyun Wu, Kui Zhang, Peng Liu, Huibing Shi, Xiaoyao Tan, Zhigang Wang, Variational mode decomposition weighted multiscale support vector regression for spectral determination of rapeseed oil and rhizoma alpiniae offcinarum adulterants, Biosensors, 2022, 12 (8), 586. (IF: 5.743, 二區)
6. Xihui Bian*, Yao Wang, Shuaishuai Wang, Joel B. Johnson, Hao Sun, Yugao Guo, Xiaoyao Tan, A review of advanced methods for the quantitative analysis of single component oil in edible oil blends, Foods, 2022, 11(16): 2436. (IF: 5.561, 二區)
7. Xihui Bian*, Mengxuan Ling, Yuanyuan Chu, Peng Liu, Xiaoyao Tan, Spectral denoising based on Hilbert-Huang transform combined with F-test, Frontiers in Chemistry, 2022, 10, 949461. (IF: 5.545, 二區)
8. Deyun Wu, Joel B. Johnson, Kui Zhang, Yugao Guo, Dan Liu, Zhigang Wang, Xihui Bian*, Variational mode decomposition unfolded partial least squares regression for ultraviolet-visible spectral analysis of edible oil blend, fuel oil and aqueous samples, Microchemical Journal, 2024, 196, 109587. (IF:5.304, 二區)
9. Xihui Bian*, Zitong Shi, Yingjie Shao, Yuanyuan Chu, Xiaoyao Tan, Variational Mode Decomposition for Raman Spectral Denoising, Molecules, 2023, 28 (17): 6406. (IF: 4.927，二區)
10. Rongling Zhang, Xinyan Wu, Yujie Chen, Yang Xiang, Dan Liu, Xihui Bian*, Grey wolf optimizer for variable selection in quantification of quaternary edible blend oil by ultraviolet-visible spectroscopy, Molecules, 2022, 27 (16), 5141. (IF: 4.927，二區)
11. Xihui Bian*, Rongling Zhang, Peng Liu, Yang Xiang, Shuyu Wang, Xiaoyao Tan, Near infrared spectroscopic variable selection by novel swarm intelligence algorithm for rapid quantification of high order edible blend oil, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2023, 284, 121788. (IF: 4.831, 二區)
12. Huan Zhang, Xiaoyun Hu, Limei Liu, Junfu Wei, Xihui Bian*, Near infrared spectroscopy combined with chemometrics for quantitative analysis of corn oil in edible blend oil, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2022, 270, 120841. (IF: 4.831, 二區)
13. Kaiyi Wang, Xihui Bian*, Meng Zheng, Peng Liu, Ligang Lin, Xiaoyao Tan, Rapid determination of hemoglobin concentration by a novel ensemble extreme learning machine method combined with near-infrared spectroscopy, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2021, 263, 120138. (IF: 4.831, 二區)
14. Peng Liu, Jing Wang, Qian Li, Jun Gao, Xiaoyao Tan*, Xihui Bian*, Rapid identification and quantification of panax notoginseng with its adulterants by near infrared spectroscopy combined with chemometrics, Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy, 2019, 206, 23-30 (IF: 4.831, 二區)
15. Xihui Bian, Wensheng Cai, Xueguang Shao*, Da Chen, Edward R. Grant, Detecting influential observations by cluster analysis and Monte Carlo cross validation, Analyst, 2010, 135, 2841-2847 (IF: 4.033, 二區)
16. Xihui Bian*, Kaiyi Wang, Erxuan Tan, Pengyao Diwu , Fei Zhang, Yugao Guo, A selective ensemble preprocessing strategy for near-infrared spectral quantitative analysis of complex samples, Chemometrics and Intelligent Laboratory Systems, 2020, 197, 103916 (IF:4.175, 三區)
17. Mengxuan Ling, Xihui Bian*, Shuaishuai Wang, Tao Huang, Peng Liu, Shuyu Wang, Xiaoyao Tan, A piecewise mirror extension local mean decomposition method for denoising of near-infrared spectra with uneven noise, Chemometrics and Intelligent Laboratory Systems, 2022, 230, 104655. (IF:4.175, 三區)
18. Xihui Bian*, Kaiyi Wang, Erxuan Tan, Pengyao Diwu , Fei Zhang, Yugao Guo, A selective ensemble preprocessing strategy for near-infrared spectral quantitative analysis of complex samples, Chemometrics and Intelligent Laboratory Systems, 2020, 197, 103916. (IF:4.175, 三區)
19. Xihui Bian*, Caixia Zhang, Peng Liu, Junfu Wei, Xiaoyao Tan, Ligang Lin, Na Chang, Yugao Guo, Rapid identification of milk samples by high and low frequency unfolded partial least squares discriminant analysis combined with near infrared spectroscopy, Chemometrics and Intelligent Laboratory Systems, 2017, 170, 96-101 (IF:4.175, 三區)
20. Caixia Zhang, Xihui Bian*, Peng Liu, Xiaoyao Tan, Qingjie Fan, Wei Liu, Ligang Lin, Subagging for the improvement of predictive stability of extreme learning machine for spectral quantitative analysis of complex samples, Chemometrics and Intelligent Laboratory Systems, 2017, 161, 43-48 (IF: 2.895, 二區)
21. Xihui Bian*, Shujuan Li, Xueguang Shao, Peng Liu, Variable space boosting partial least squares for multivariate calibration of near-infrared spectroscopy, Chemometrics and Intelligent Laboratory Systems, 2016, 158, 174-179 (IF: 2.895, 二區)
22. Xihui Bian*, Zizhen Zhao, Jianwen Liu, Peng Liu, Dan Liu, Xiaoyao Tan, Butterfly optimization algorithm with partial least squares for variable selection in spectral multivariate calibration of complex samples, Analytical Methods, 2023, 15, 5190-5198. (IF: 3.532, 三區)
23. Kaiyi Wang, Xihui Bian*, Xiaoyao Tan, Haitao Wang, Yankun Li, A new ensemble modeling method for multivariate calibration of near infrared spectroscopy, Analytical Methods, 2021, 13 (11): 1374-1380 (IF: 3.532, 三區)
24. Xihui Bian*, Zhankui Lu, Geert Hein van Kollenburg, Ultraviolet-visible diffuse reflectance spectroscopy combined with chemometrics for rapid discrimination of Angelicae Sinensis Radix from its four similar herbs, Analytical Methods, 2020, 12 (17), 3499 - 3507 (IF: 3.532, 三區)
25. Xihui Bian*, Caixia Zhang, Xiaoyao Tan, Michal Dymek, Yugao Guo, Ligang Lin, Bowen Cheng, Xiaoyu Hu, A boosting extreme learning machine for nearinfrared spectral quantitative analysis of diesel fuel and edible blend oil samples, Analytical Methods, 2017, 9, 2983-2989 (IF: 3.532, 三區)
26. Xihui Bian*, Shujuan Li, Mengran Fan, Yugao Guo, Na Chang, Jiangjiang Wang, Spectral quantitative analysis of complex samples based on extreme learning machine, Analytical Methods, 2016, 8, 4674-4679 (IF: 3.532, 三區)
27. Xueguang Shao*, Xihui Bian, Jingjing Liu, Min Zhang, Wensheng Cai, Multivariate calibration methods in near-infrared spectroscopic analysis, Analytical Methods, 2010, 2, 1662-1666 (IF: 3.532, 三區)
28. Xihui Bian*, Rongling Zhang, Jing Wang, Peng Liu, Ligang Lin, Xiaoyao Tan, Rapid quantification of adulterated Panax notoginseng powder by ultraviolet-visible diffuse reflectance spectroscopy combined with chemometrics, Chinese Journal of Analytical Chemistry, 2022, 50 (3): 100055. (IF: 1.193, 三區)
29. Xihui Bian*, Pengyao Diwu, Yirui Liu, Peng Liu, Qian Li, Xiaoyao Tan, Ensemble calibration for the spectral quantitative analysis of complex samples, Journal of Chemometrics, 2018, 32(11) e.2940 (IF: 1.884, 四區)
30. Xihui Bian, Da Chen, Wensheng Cai, Edward R. Grant, Xueguang Shao*, Rapid Determination of Metabolites in Bio-fluid Samples by Raman Spectroscopy and Optimum Combinations of Chemometric Methods, Chinese Journal of Chemistry, 2011, 29, 2525-2532 (SCI四區)
31. 凌夢旋，盧素敏，孫浩，劉丹，卞希慧*，基于經驗模態分解及t檢驗的X射線衍射圖譜噪聲去除方法研究，分析化學，2023，51(3): 1-9. (IF: 1.193, 三區)
32. 胡曉云，卞希慧*，項洋，張環，魏俊富，近紅外光譜結合化學計量學對五元調和油中單組分油的定量分析，光譜學與光譜分析, 2023, 43 (1): 78-84. (SCI四區)
33. 第五鵬瑤，卞希慧*，王姿方，劉 巍，光譜預處理方法選擇研究，光譜學與光譜分析, 2019, 39 (9), 2800-2806. (SCI四區)
34. 王愷怡，楊 盛，郭彩云，卞希慧*，基于LASSO算法的光譜變量選擇方法研究，分析測試學報，2022, 41 (3): 398-402. (核心A)
35. 武新燕，卞希慧*，楊 盛，徐 沛，王海濤，基于灰狼算法的近紅外光譜變量選擇方法研究，分析測試學報，2020, 39 (10): 1288-1292. (核心A)
36. 李淑娟，卞希慧*，李 倩，范清杰，陳嬌嬌，基于近紅外光譜的四元調和食用油定量分析，天津科技大學學報，2018, 33 (3), 18-24. (核心B)
37. 卞希慧*，楊盛，李露露，郭玉高，劉巍，基于衰減全反射傅立葉變換紅外光譜及化學模式識別的廢舊塑料智能分類方法研究，中國科技成果，2015，13，10-12
38. 邵學廣*，卞希慧，蔡文生，多元校正計量學方法最新研究進展，化學試劑，2011，33(6)，481-482
授權專利
1. 卞希慧，張彩霞，劉巍，譚小耀，郭玉高，王秋男，一種近紅外光譜的多模型建模方法，授權號：ZL201310537968.3，主分類號：G01N 21/359，授權公告日：2017年07月28日
2. 卞希慧，范清杰，李淑娟，韓玉嬌，魏俊富，一種提高近紅外光譜定性分析準確度的建模方法，授權號：ZL201510418591.9，主分類號：G01N 21/359，授權公告日：2017年09月29日
3. 卞希慧，譚小耀，魏俊富，劉路顯，李淑娟，李明，一種燃油中芳烴含量快速、準確測定的新方法，授權號：ZL201510393882.7，主分類號：G01N 21/25，授權公告日：2017年11月03日
4. 卞希慧，李淑娟，譚小耀，王江江，王治國，劉維國，陳宗蓬，王晨，Bagging極限學習機集成建模方法，授權號：ZL2015104665047，主分類號：G06F 17/50，授權公告日：2018年5月15日
5. 卞希慧，李明，張彩霞，魏俊富，李淑娟，趙俊，一種基于希爾伯特-黃變換的光譜信號去噪方法，授權號：ZL2015105816608，主分類號：G01N 21/3577，授權公告日：2018年05月29日
6. 卞希慧，第五鵬瑤，張彩霞，郭玉高，譚小耀，龐和亮，一種基于經驗模態分解的多尺度極限學習機集成建模方法, 授權號：ZL201610922755.6，主分類號：G06N 99/00，授權公告日：2019年01月29日
7. 卞希慧，王靖，張彩霞，范清杰，徐揚，徐紅梅，一種穩健的boosting極限學習機集成建模方法，授權號：ZL201610834820.X，授權公告日：2019年4月16日
8. 卞希慧，張彩霞，徐揚，譚小耀，陳宗蓬，王晨，一種基于蒙特卡羅及LASSO的雙集成偏最小二乘建模方法，授權號：ZL201610966001.0，申請日：2016年11月1日，專利代理：上海正旦專利代理有限公司（陸飛、陸尤），授權公告日：2019年12月3日
9. 卞希慧，第五鵬瑤，初園園，譚小耀，張斐，一種復雜樣品光譜信號選擇性集成預處理建模方法，授權號：ZL201710569314.7，授權公告日：2021年3月16日