In the present work, we explored the possibility of using near-infrared spectroscopy in order to quantify the degree of adulteration of durum wheat flour with common bread wheat flour. The multivariate calibration techniques adopted to this aim were PLS and a wavelet-based calibration algorithm, recently developed by some of us, called WILMA. Both techniques provided satisfactory results, the percentage of adulterant present in the samples being quantified with an uncertainty lower than that associated to the Italian official method. In particular the WILMA algorithm, by performing feature selection, allowed the signal pretreatment to be avoided and obtaining more parsimonious models. (c) 2005 Elsevier B.V. All rights reserved.
机构:
Univ Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Givaudan Brasil Ltda, Sao Paulo, BrazilUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Godinho, Robson B.
Santos, Mauricio C.
论文数: 0引用数: 0
h-index: 0
机构:
Givaudan Brasil Ltda, Sao Paulo, BrazilUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Santos, Mauricio C.
Quellet, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Givaudan Brasil Ltda, Sao Paulo, Brazil
Leugos Sarl, Postfach 730, CH-2501 Biel, SwitzerlandUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Quellet, Christian
Poppi, Ronei J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, BrazilUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
Dane, AD
Rea, GJ
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
Rea, GJ
Walmsley, AD
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
Walmsley, AD
Haswell, SJ
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
机构:
Univ Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Khir, Mohd Fared Abdul
Marzuki, Nur Zahidah Syahirah
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Marzuki, Nur Zahidah Syahirah
Tuhaime, Nur Azera
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Tuhaime, Nur Azera
Basri, Katrul Nadia
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, Malaysia
Univ Teknol MARA UiTM, Ctr Engn, Shah Alam 40450, Selangor, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Basri, Katrul Nadia
Hussain, Mutia Nurulhusna
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, Malaysia
Univ Putra Malaysia, Inst Penyelidikan Prod Halal, Serdang 43400, Selangor, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Hussain, Mutia Nurulhusna
INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING,
2018,
10
(01):
: 157
-
160
机构:
Univ Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Givaudan Brasil Ltda, Sao Paulo, BrazilUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Godinho, Robson B.
Santos, Mauricio C.
论文数: 0引用数: 0
h-index: 0
机构:
Givaudan Brasil Ltda, Sao Paulo, BrazilUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Santos, Mauricio C.
Quellet, Christian
论文数: 0引用数: 0
h-index: 0
机构:
Givaudan Brasil Ltda, Sao Paulo, Brazil
Leugos Sarl, Postfach 730, CH-2501 Biel, SwitzerlandUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
Quellet, Christian
Poppi, Ronei J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, BrazilUniv Estadual Campinas, Inst Chem, POB 6154, BR-13083970 Campinas, SP, Brazil
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
Dane, AD
Rea, GJ
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
Rea, GJ
Walmsley, AD
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
Walmsley, AD
Haswell, SJ
论文数: 0引用数: 0
h-index: 0
机构:
Univ Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, EnglandUniv Hull, Fac Sci & Environm, Dept Chem, CPACT, Kingston Upon Hull HU6 7RX, N Humberside, England
机构:
Univ Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Khir, Mohd Fared Abdul
Marzuki, Nur Zahidah Syahirah
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Marzuki, Nur Zahidah Syahirah
Tuhaime, Nur Azera
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Tuhaime, Nur Azera
Basri, Katrul Nadia
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, Malaysia
Univ Teknol MARA UiTM, Ctr Engn, Shah Alam 40450, Selangor, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Basri, Katrul Nadia
Hussain, Mutia Nurulhusna
论文数: 0引用数: 0
h-index: 0
机构:
Mimos Berhad, Photon R&D, Technol Pk Malaysia, Kuala Lumpur 57000, Malaysia
Univ Putra Malaysia, Inst Penyelidikan Prod Halal, Serdang 43400, Selangor, MalaysiaUniv Sains Islam USIM, Fac Sci & Technol, Nilai 71800, Negeri Sembilan, Malaysia
Hussain, Mutia Nurulhusna
INTERNATIONAL JOURNAL OF INTEGRATED ENGINEERING,
2018,
10
(01):
: 157
-
160