DocumentCode :
2690267
Title :
A design of near infrared spectrometer for pears sugar concentration analysis
Author :
Chen, Chien-Hung ; Chen, Chih-Wen ; Liao, Tai-Shan ; Hwang, Chi-Hung
Author_Institution :
Instrum. Technol. Researcher Center, Nat. Appl. Res. Labs., Hsinchu, Taiwan
fYear :
2010
fDate :
3-6 May 2010
Firstpage :
1377
Lastpage :
1381
Abstract :
Non-destructive inspection is one of the important concerns to industry. There is the necessity of low-cost instrumentation for online rapid measurement and analysis of inner quality of fruit. This study is the development of a low-cost near IR inspection system based on flat field concave grating. This system is capable of quickly inspecting the sugar concentration of pears for fruit grade category. The proposed near IR inspection system was tested and the multivariate calibration technique, PLSR (partial least square regression) was introduced to analyze the reflected near IR spectra collected from the skin of pears. The results of experiments show the overall system performance and the ability of the prediction on sugar concentration of pears.
Keywords :
food products; infrared spectrometers; inspection; least squares approximations; regression analysis; PLSR; flat field concave grating; multivariate calibration technique; near infrared spectrometer; nondestructive inspection; online rapid measurement; partial least square regression; pears sugar concentration analysis; Calibration; Gratings; Infrared spectra; Inspection; Instruments; Least squares methods; Skin; Spectroscopy; Sugar industry; System testing; Near infrared; PLSR (partial least square regression); Sugar concentration; flat-field concave grating;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2010 IEEE
Conference_Location :
Austin, TX
ISSN :
1091-5281
Print_ISBN :
978-1-4244-2832-8
Electronic_ISBN :
1091-5281
Type :
conf
DOI :
10.1109/IMTC.2010.5488265
Filename :
5488265
Link To Document :
بازگشت