Wooden chicken breast grading system and method based on near-infrared spectroscopy and compression rate
A technology of near-infrared spectroscopy and compression rate, which is applied in the field of grade judgment, can solve the problems of lack of non-destructive detection of lignification degree of chicken breast meat, influence of staff strength, structural damage of chicken breast meat, etc., to achieve intuitive results, overcome errors, and be accurate high rate effect
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Embodiment 1
[0068] Such as figure 1 As shown, the present invention provides a kind of wooden chicken breast grading system based on near-infrared spectrum and compression rate, including:
[0069] Conveying device: used to carry measuring device and swing arm type rejecting device, and convey ungraded and graded chicken breast at the same time;
[0070] Measuring device: installed upstream of the conveying device, including an integrated probe and a position photoelectric sensor for measuring the lignification level of the chicken breast, the integrated probe is integrated with a near-infrared spectrum detection module and a compression distance detection module;
[0071] Swing arm type rejecting device: installed on both sides of the conveying device downstream of the measuring device, it is used to sequentially remove chicken breasts of various grades according to the lignification grade of chicken breasts;
[0072] Control system: connected with the conveying device, measuring device...
Embodiment 2
[0080] Such as Figure 5 As shown, the embodiment of the present invention provides a woody chicken breast grading method based on near-infrared spectrum and compression rate, including:
[0081] Use the position photoelectric sensor to detect the head of the ungraded chicken breast, and control the integrated probe to collect the near-infrared spectrum data and compressed distance data of the ungraded chicken breast;
[0082] Use the pre-trained grading model to classify ungraded chicken breasts, and drive the swing arm type rejecting device to remove chicken breasts of each grade in turn; the chicken breasts of each grade include normal grade chicken breasts, slight grade lignified chicken breasts, and medium grade lignified chicken breasts. Lignified chicken breasts and severe grade lignified chicken breasts.
[0083] Specifically, near-infrared spectral data includes wavelength and absorbance.
[0084] Such as Figure 6 As shown, when the position photoelectric sensor d...
Embodiment 3
[0105] The embodiment of the present invention provides a specific application scenario for training and testing the near-infrared spectrum model and the compression rate model in the wooden chicken breast grading method based on the near-infrared spectrum and the compression rate.
[0106] In this embodiment, the integrated probe is a cylinder with a bottom diameter of 5 cm, and the pressure applied to the head of the ungraded chicken breast to be tested is 200 g.
[0107] The near-infrared spectrum data and compression rate of four grades of chicken breast meat were collected, including 86 pieces of near-infrared spectrum data of normal chicken breast meat and lignified chicken breast meat, and 51 pieces of data on the compression rate of lignified chicken breast meat.
[0108] The near-infrared spectrum data of normal-grade chicken breast and lignified chicken breast are divided into a spectrum training set and a spectrum test set; wherein, there are 68 near-infrared spectru...
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