食品安全质量检测学报
食品安全質量檢測學報
식품안전질량검측학보
FOOD SAFETY AND QUALITY DETECTION TECHNOLOGY
2015年
8期
3021-3025
,共5页
孙元昊%刘璎瑛%丁永前%黄煜博%陈继猛
孫元昊%劉瓔瑛%丁永前%黃煜博%陳繼猛
손원호%류영영%정영전%황욱박%진계맹
近红外光谱法%苹果糖度%多元线性回归
近紅外光譜法%蘋果糖度%多元線性迴歸
근홍외광보법%평과당도%다원선성회귀
near infrared spectroscopy%sugar degree of apple%multiple linear regression
目的:通过近红外光谱技术对苹果进行无损检测,具有快速、非破坏性、无试剂分析、安全、高效、低成本等特点。方法本文运用 Matlab7.1,对苹果的糖度与光谱曲线在不同波段处的相对光强进行多元线性回归分析,建立了最佳单波长、最佳双波长组合、最佳三波长组合和最佳四波长组合的校正方程。结果校正方程的相关系数分别为0.621、0.715、0.797和0.822,标准校正误差分别为1.325、1.218、1.074和0.997Brix°,相对校正误差分别为11.28%、10.42%、9.63%和9.26%。结论试验表明用近红外光谱技术无损检测苹果糖度是可行性的,为今后进一步检测苹果的其他品质奠定基础。
目的:通過近紅外光譜技術對蘋果進行無損檢測,具有快速、非破壞性、無試劑分析、安全、高效、低成本等特點。方法本文運用 Matlab7.1,對蘋果的糖度與光譜麯線在不同波段處的相對光彊進行多元線性迴歸分析,建立瞭最佳單波長、最佳雙波長組閤、最佳三波長組閤和最佳四波長組閤的校正方程。結果校正方程的相關繫數分彆為0.621、0.715、0.797和0.822,標準校正誤差分彆為1.325、1.218、1.074和0.997Brix°,相對校正誤差分彆為11.28%、10.42%、9.63%和9.26%。結論試驗錶明用近紅外光譜技術無損檢測蘋果糖度是可行性的,為今後進一步檢測蘋果的其他品質奠定基礎。
목적:통과근홍외광보기술대평과진행무손검측,구유쾌속、비파배성、무시제분석、안전、고효、저성본등특점。방법본문운용 Matlab7.1,대평과적당도여광보곡선재불동파단처적상대광강진행다원선성회귀분석,건립료최가단파장、최가쌍파장조합、최가삼파장조합화최가사파장조합적교정방정。결과교정방정적상관계수분별위0.621、0.715、0.797화0.822,표준교정오차분별위1.325、1.218、1.074화0.997Brix°,상대교정오차분별위11.28%、10.42%、9.63%화9.26%。결론시험표명용근홍외광보기술무손검측평과당도시가행성적,위금후진일보검측평과적기타품질전정기출。
Objective Using near infrared spectroscopy technology to detect apple quality. Methods Using Matlab7.1, apple Brix and the spectral curve in different band relative intensity were analyzed with multiple linear regression to establish the best single wavelength, a combination of the best dual wavelength combination, the best three wavelength combination and the best four wavelength calibration equation. Results The result showed that correlation coefficient of the calibration equations were 0.621, 0.715, 0.797 and 0.822, the standard error of calibration were 1.325, 1.218, 1.074 and 0.997 Brix°, respectively, and the relative error correction were 11.28%, 10.42%, 9.63% and 9.26%, respectively. Conclusion The study showed that the method of near infrared spectroscopy detection of sugar degree of apple in nondestructive testing was feasible, it could also provide a basis for further detection of other qualities of apple.