6533b7d1fe1ef96bd125d8b5
RESEARCH PRODUCT
Monitoring of chicken meat freshness by means of a colorimetric sensor array
M. Dolores MarcosYolanda SalinasInmaculada LorenteSusana AucejoNuria HerranzJosé-l. VivancosRamón Martínez-máñezJosé V. Ros-lissubject
Quality ControlINGENIERIA DE LA CONSTRUCCIONMeatTime FactorsMaterials scienceAnalytical chemistryColorimetric sensor arrayBiochemistryAnalytical ChemistryQUIMICA ORGANICASensor arrayLinear regressionQUIMICA ANALITICAElectrochemistryAnimalsEnvironmental ChemistryStatistical analysisLeast-Squares AnalysisPROYECTOS DE INGENIERIASpectroscopyPrincipal Component AnalysisPigmentationChromogenicQUIMICA INORGANICAPrincipal component analysisColorimetryIndicators and ReagentsInorganic materialsHigh dimensionalityBiological systemChickensFood Analysisdescription
A new optoelectronic nose to monitor chicken meat ageing has been developed. It is based on 16 pigments prepared by the incorporation of different dyes (pH indicators, Lewis acids, hydrogenbonding derivatives, selective probes and natural dyes) into inorganic materials (UVM-7, silica and alumina). The colour changes of the sensor array were characteristic of chicken ageing in a modi¿ed packaging atmosphere (30% CO2¿70% N2). The chromogenic array data were processed with qualitative (PCA) and quantitative (PLS) tools. The PCA statistical analysis showed a high degree of dispersion, with nine dimensions required to explain 95% of variance. Despite this high dimensionality, a tridimensional representation of the three principal components was able to differentiate ageing with 2-day intervals. Moreover, the PLS statistical analysis allows the creation of a model to correlate the chromogenic data with chicken meat ageing. The model offers a PLS prediction model for ageing with values of 0.9937, 0.0389 and 0.994 for the slope, the intercept and the regression coef¿cient, respectively, and is in agreement with the perfect ¿t between the predicted and measured values observed. The results suggest the feasibility of this system to help develop optoelectronic noses that monitor food freshness.
year | journal | country | edition | language |
---|---|---|---|---|
2012-07-07 |