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]
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