Citation: SHI Yun-Ying, LI Jing-Yan, CHU Xiao-Li. Progress and Applications of Multivariate Calibration Model Transfer Methods[J]. Chinese Journal of Analytical Chemistry, ;2019, 47(4): 479-487. doi: 10.19756/j.issn.0253-3820.181632 shu

Progress and Applications of Multivariate Calibration Model Transfer Methods

Sinopec Research Institute of Petroleum Processing, Beijing 100083, China

Received Date: 9 October 2018
Revised Date: 26 December 2018

Fund Project: This work was supported by the National Natural Science Foundation of China(No. 21365008)and the National Key Reaearch & Development Program of China (No. 2017YFB0306501).

The combination of multivariate calibration model and spectroscopic analysis technology can complete the rapid analysis of substances. However, when the external environmental conditions such as instrument or accessories are replaced or temperature changes, the existing master calibration can be "invalidated", and the reconstruction of the calibration usually takes a lot of time and financial resources. The development of calibration transfer technology solves this problem well, and the adaptability and robustness of the model are enhanced by correcting the spectra or selecting variables, therefore it is very important for popularizing and using the calibration. This paper reviews some of new calibration transfer methods and their applications in recent years, and introduces them according to traditional model transfer methods, new methods and new strategies. The application of each algorithm as well as both its advantages and disadvantages are evaluated.
- Multivariate calibration,
- Model transfer,
- Instrument standardization,
- Near infrared spectroscopy,
- Review
1. [1]
2. [2]
3. [3]
4. [4]
5. [5]
6. [6]
7. [7]
8. [8]
9. [9]
10. [10]
11. [11]
12. [12]
13. [13]
14. [14]
15. [15]
16. [16]
17. [17]
18. [18]
19. [19]
20. [20]
21. [21]
22. [22]
23. [23]
24. [24]
25. [25]
26. [26]
27. [27]
28. [28]
29. [29]
30. [30]
31. [31]
32. [32]
33. [33]
34. [34]
35. [35]
36. [36]
37. [37]
38. [38]
39. [39]
40. [40]
41. [41]
42. [42]
43. [43]
44. [44]
45. [45]
46. [46]
47. [47]
48. [48]
49. [49]
50. [50]
51. [51]
52. [52]
53. [53]
54. [54]
55. [55]
56. [56]
57. [57]
58. [58]
59. [59]
60. [60]
61. [61]
62. [62]
63. [63]
64. [64]
65. [65]
66. [66]
67. [67]
68. [68]
69. [69]
70. [70]
71. [71]
72. [72]
73. [73]
74. [74]
75. [75]
1. [1]
  Yang Wang , Yunpeng Fu , Xiaoji Liu , Guotao Zhang , Guobin Li , Wanqiang Liu , Jinglun Wang . Structural Analysis of Nitrile Solutions Based on Infrared Spectroscopy Probes. University Chemistry, 2025, 40(4): 367-374. doi: 10.12461/PKU.DXHX202406113
2. [2]
  Xu Liu , Chengfang Liu , Jie Huang , Xiangchun Li , Wenyong Lai . Research on the Application of Diversified Teaching Models in the Teaching of Physical Chemistry. University Chemistry, 2024, 39(8): 112-118. doi: 10.3866/PKU.DXHX202402021
3. [3]
  Duo Yang , Xiangchun Li , Wenyong Lai . Reform and Practice of a Diversified Teaching Model for Inorganic Chemistry Laboratory Focused on Innovation Ability Cultivation. University Chemistry, 2025, 40(4): 208-214. doi: 10.12461/PKU.DXHX202406006
4. [4]
  Yipeng Zhou , Chenxin Ran , Zhongbin Wu . Metacognitive Enhancement in Diversifying Ideological and Political Education within Graduate Course: A Case Study on “Solar Cell Performance Enhancement Technology”. University Chemistry, 2024, 39(6): 151-159. doi: 10.3866/PKU.DXHX202312096
5. [5]
  Jiahui CHEN , Tingting ZHENG , Xiuyun ZHANG , Wei LÜ . Research progress of near-infrared absorption inorganic nanomaterials in photothermal and photodynamic therapy of tumors. Chinese Journal of Inorganic Chemistry, 2024, 40(12): 2396-2414. doi: 10.11862/CJIC.20240106
6. [6]
  Han ZHANG , Jianfeng SUN , Jinsheng LIANG . Hydrothermal synthesis and luminescent properties of broadband near-infrared Na₃CrF₆ phosphor. Chinese Journal of Inorganic Chemistry, 2025, 41(2): 349-356. doi: 10.11862/CJIC.20240098
7. [7]
  Yifang Xu , Jie Zheng , Liangbing Gan . The Conception and Practice of Cultivating Outstanding and Diverse Graduate Students in Basic Disciplines: A Case Study of Graduate Student Cultivation in Chemistry Program at Peking University. University Chemistry, 2024, 39(6): 1-6. doi: 10.3866/PKU.DXHX202404018
8. [8]
  Qi Wang , Yicong Gao , Feng Lu , Quli Fan . Preparation and Performance Characterization of the Second Near-Infrared Phototheranostic Probe: A New Design and Teaching Practice of Polymer Chemistry Comprehensive Experiment. University Chemistry, 2024, 39(11): 342-349. doi: 10.12461/PKU.DXHX202404141
9. [9]
  Zhuomin Zhang , Hanbing Huang , Liangqiu Lin , Jingsong Liu , Gongke Li . Course Construction of Instrumental Analysis Experiment: Surface-Enhanced Raman Spectroscopy for Rapid Detection of Edible Pigments. University Chemistry, 2024, 39(2): 133-139. doi: 10.3866/PKU.DXHX202308034
10. [10]
  Junqiao Zhuo , Xinchen Huang , Qi Wang . Symbol Representation of the Packing-Filling Model of the Crystal Structure and Its Application. University Chemistry, 2024, 39(3): 70-77. doi: 10.3866/PKU.DXHX202311100
11. [11]
  Shule Liu . Application of SPC/E Water Model in Molecular Dynamics Teaching Experiments. University Chemistry, 2024, 39(4): 338-342. doi: 10.3866/PKU.DXHX202310029
12. [12]
  Ruilin Han , Xiaoqi Yan . Comparison of Multiple Function Methods for Fitting Surface Tension and Concentration Curves. University Chemistry, 2024, 39(7): 381-385. doi: 10.3866/PKU.DXHX202311023
13. [13]
  Tianlong Zhang , Rongling Zhang , Hongsheng Tang , Yan Li , Hua Li . Online Monitoring and Mechanistic Analysis of 3,5-diamino-1,2,4-triazole (DAT) Synthesis via Raman Spectroscopy: A Recommendation for a Comprehensive Instrumental Analysis Experiment. University Chemistry, 2024, 39(6): 303-311. doi: 10.3866/PKU.DXHX202312006
14. [14]
  Rui Li , Jiayu Zhang , Anyang Li . Two Levels of Understanding of Chemical Bonds: a Case of the Bonding Model of Hypervalent Molecules. University Chemistry, 2024, 39(2): 392-398. doi: 10.3866/PKU.DXHX202308051
15. [15]
  Wenliang Wang , Weina Wang , Sufan Wang , Tian Sheng , Tao Zhou , Nan Wei . “Schrödinger Equation – Approximate Models – Core Concepts – Simple Applications”: Constructing a Logical Framework and Knowledge Graph of Atom and Molecule Structures. University Chemistry, 2024, 39(8): 338-343. doi: 10.3866/PKU.DXHX202312084
16. [16]
  Yu'ang Liu , Yuechao Wu , Junyu Huang , Tao Wang , Xiaohong Liu , Tianying Yan . Computation of Absolute Electrode Potential of Standard Hydrogen Electrode Using Ab Initio Method. University Chemistry, 2025, 40(3): 215-222. doi: 10.12461/PKU.DXHX202407112
17. [17]
  Chongjing Liu , Yujian Xia , Pengjun Zhang , Shiqiang Wei , Dengfeng Cao , Beibei Sheng , Yongheng Chu , Shuangming Chen , Li Song , Xiaosong Liu . Understanding Solid-Gas and Solid-Liquid Interfaces through Near Ambient Pressure X-Ray Photoelectron Spectroscopy. Acta Physico-Chimica Sinica, 2025, 41(2): 100013-. doi: 10.3866/PKU.WHXB202309036
18. [18]
  Wenliang Wang , Weina Wang , Lixia Feng , Nan Wei , Sufan Wang , Tian Sheng , Tao Zhou . Proof and Interpretation of Severe Spectroscopic Selection Rules. University Chemistry, 2025, 40(3): 415-424. doi: 10.12461/PKU.DXHX202408063
19. [19]
  Xiaofei Zhou , Yu-Qing Cao , Feng Zhu , Li Qi , Linhai Liu , Ni Yan , Zhiqiang Zhu . Missions and Challenges of Instrumental Analysis Course in the New Era. University Chemistry, 2024, 39(6): 174-180. doi: 10.3866/PKU.DXHX202310058
20. [20]
  Zhonghua Xi , Xuanfeng Kong , Jinyue Yang , Bin Liu , Tingyu Zhu , Hui Zhang , Wenwei Zhang . Construction of Public Teaching Instrument Platform and Exploration of Opening Mechanism. University Chemistry, 2024, 39(7): 200-206. doi: 10.12461/PKU.DXHX202405123

Get Citation

PDF

XML

Metrics

PDF Downloads(8)
Abstract views(725)
HTML views(123)

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142