卞希慧，女，博士，天津工业大学教授，硕士生导师。荷兰拉德堡德大学（Radboud University）访问学者。中国化学会计算（机）化学专业委员会委员，中国仪器仪表学会药物质量分析与过程控制分会理事，中国仪器仪表学会近红外光谱分会理事，中国化学会高级会员。担任《分析测试学报》青年编委，《Applied Sciences》客座编辑，《Frontiers in Chemistry》评审编辑。获中国仪器仪表学会第三届陆婉珍近红外光谱青年奖，天津市优秀科技特派员，天津市“131”创新型人才，天津工业大学我最喜爱的研究生导师，天津工业大学优秀教师，并被英国皇家化学会旗下的Analytical Methods、《分析化学》、《分析测试学报》评为优秀审稿人。致力于化学计量学算法及其在医药、食品、环境、能源等领域的应用研究。主持自然科学基金1项，省部级项目2项，开放课题5项，发表学术论文60余篇，其中SCI收录论文40余篇；H-index为17，H-index10为23；申请专利40余项，授权专利9项，转让7项；参编中英文专著各1部。
应邀为"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"光谱学与光谱分析"等杂志审稿370余次。
1983年12月26日出生于山东省日照市五莲县许孟镇仁里三村。2002年9月-2006年7月就读于天津工业大学材料科学与化学工程学院，师从刘秀军教授，获得应用化学专业理学学士学位。2006年9月-2008年7月就读于天津大学化工学院，师从周雪琴/刘东志教授，获得应用化学专业工学硕士学位。2008年9月-2011年7月就读于南开大学化学学院，师从邵学广教授，获得分析化学专业理学博士学位。2012年-至今年受聘于天津工业大学化学工程与技术学院（2018年前为环境与化学工程学院）化学工程与工艺系从事教学科研工作，主讲化工热力学、生物化学、科技论文写作以及化工计算机技术等课程。
研究方向
1、化学计量学算法研究
2、食用油品质安全快速无损检测研究
3、中药过程质量控制研究
4、膜富集结合光谱技术用于重金属离子检测研究
发表论文
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, 一区)
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, 一区)
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, 二区)
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, 二区)
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, 二区)
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, 二区)
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, 二区)
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, 二区)
9. Xihui Bian*, Zitong Shi, Yingjie Shao, Yuanyuan Chu, Xiaoyao Tan, Variational Mode Decomposition for Raman Spectral Denoising, Molecules, 2023, 28 (17): 6406. (IF: 4.927，二区)
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: 4.927，二区)
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, 二区)
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, 二区)
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, 二区)
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, 二区)
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, 二区)
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, 三区)
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, 三区)
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, 三区)
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, 三区)
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, 二区)
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, 二区)
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, 三区)
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, 三区)
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, 三区)
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, 三区)
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, 三区)
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, 三区)
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, 三区)
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, 四区)
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四区)
31. 凌梦旋，卢素敏，孙浩，刘丹，卞希慧*，基于经验模态分解及t检验的X射线衍射图谱噪声去除方法研究，分析化学，2023，51(3): 1-9. (IF: 1.193, 三区)
32. 胡晓云，卞希慧*，项洋，张环，魏俊富，近红外光谱结合化学计量学对五元调和油中单组分油的定量分析，光谱学与光谱分析, 2023, 43 (1): 78-84. (SCI四区)
33. 第五鹏瑶，卞希慧*，王姿方，刘 巍，光谱预处理方法选择研究，光谱学与光谱分析, 2019, 39 (9), 2800-2806. (SCI四区)
34. 王恺怡，杨 盛，郭彩云，卞希慧*，基于LASSO算法的光谱变量选择方法研究，分析测试学报，2022, 41 (3): 398-402. (核心A)
35. 武新燕，卞希慧*，杨 盛，徐 沛，王海涛，基于灰狼算法的近红外光谱变量选择方法研究，分析测试学报，2020, 39 (10): 1288-1292. (核心A)
36. 李淑娟，卞希慧*，李 倩，范清杰，陈娇娇，基于近红外光谱的四元调和食用油定量分析，天津科技大学学报，2018, 33 (3), 18-24. (核心B)
37. 卞希慧*，杨盛，李露露，郭玉高，刘巍，基于衰减全反射傅立叶变换红外光谱及化学模式识别的废旧塑料智能分类方法研究，中国科技成果，2015，13，10-12
38. 邵学广*，卞希慧，蔡文生，多元校正计量学方法最新研究进展，化学试剂，2011，33(6)，481-482
授权专利
1. 卞希慧，张彩霞，刘巍，谭小耀，郭玉高，王秋男，一种近红外光谱的多模型建模方法，授权号：ZL201310537968.3，主分类号：G01N 21/359，授权公告日：2017年07月28日
2. 卞希慧，范清杰，李淑娟，韩玉娇，魏俊富，一种提高近红外光谱定性分析准确度的建模方法，授权号：ZL201510418591.9，主分类号：G01N 21/359，授权公告日：2017年09月29日
3. 卞希慧，谭小耀，魏俊富，刘路显，李淑娟，李明，一种燃油中芳烃含量快速、准确测定的新方法，授权号：ZL201510393882.7，主分类号：G01N 21/25，授权公告日：2017年11月03日
4. 卞希慧，李淑娟，谭小耀，王江江，王治国，刘维国，陈宗蓬，王晨，Bagging极限学习机集成建模方法，授权号：ZL2015104665047，主分类号：G06F 17/50，授权公告日：2018年5月15日
5. 卞希慧，李明，张彩霞，魏俊富，李淑娟，赵俊，一种基于希尔伯特-黄变换的光谱信号去噪方法，授权号：ZL2015105816608，主分类号：G01N 21/3577，授权公告日：2018年05月29日
6. 卞希慧，第五鹏瑶，张彩霞，郭玉高，谭小耀，庞和亮，一种基于经验模态分解的多尺度极限学习机集成建模方法, 授权号：ZL201610922755.6，主分类号：G06N 99/00，授权公告日：2019年01月29日
7. 卞希慧，王靖，张彩霞，范清杰，徐扬，徐红梅，一种稳健的boosting极限学习机集成建模方法，授权号：ZL201610834820.X，授权公告日：2019年4月16日
8. 卞希慧，张彩霞，徐扬，谭小耀，陈宗蓬，王晨，一种基于蒙特卡罗及LASSO的双集成偏最小二乘建模方法，授权号：ZL201610966001.0，申请日：2016年11月1日，专利代理：上海正旦专利代理有限公司（陆飞、陆尤），授权公告日：2019年12月3日
9. 卞希慧，第五鹏瑶，初园园，谭小耀，张斐，一种复杂样品光谱信号选择性集成预处理建模方法，授权号：ZL201710569314.7，授权公告日：2021年3月16日