In-situ Iberian pig carcass classification using a micro-electro-mechanical system (MEMS)-based near infrared (NIR) spectrometer

Iberian pig (IP) products are gourmet foods highly appreciated at international markets, reaching high prices, because of its exquisite flavors. At present, there aren't practical and affordable analytical methods which can authenticate every single piece put on the market. This paper reports on the performance of a handheld micro-electro-mechanical system (MEMS)-based spectrometer (1600-2400 nm) for authentication-classification of individual IP carcasses into different commercial categories. Performance (accuracy and instrumental design) of the instrument was compared with that of high-resolution NIRS monochromators (400-2500 nm). A total of 300 carcasses of IPs raised under different feeding regimes (“Acorn”, “Recebo” and “Feed”) were analyzed in three modes (intact fat in the carcass, skin-free subcutaneous fat samples and melted fat samples). The best classification results for the MEMS instrument were: 93.9% “Acorn” carcasses correctly classified, 96.4% “Feed” and 60.6% “Recebo”, respectively. Evaluation of model performance confirmed the suitability of the handheld device for individual, fast, non-destructive, low-cost analysis of IP carcasses on the slaughterhouse line.

►Non-destructive approach for in-situ quality control in the IP industry is shown. ►A handheld MEMS-NIRS spectrometer is evaluated for IP feeding authentication. ►At-line monochromator and handheld MEMS-NIRS performances are compared. ►Influence of several instrument design factors is evaluated. ►The MEMS-NIRS device enables individual, fast and low-cost IP carcass authentication.