CN104089887A - Device and method for detecting snowflake beef - Google Patents
Device and method for detecting snowflake beef Download PDFInfo
- Publication number
- CN104089887A CN104089887A CN201410125368.0A CN201410125368A CN104089887A CN 104089887 A CN104089887 A CN 104089887A CN 201410125368 A CN201410125368 A CN 201410125368A CN 104089887 A CN104089887 A CN 104089887A
- Authority
- CN
- China
- Prior art keywords
- beef
- receiver
- drive motor
- light source
- processing unit
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 235000015278 beef Nutrition 0.000 title claims abstract description 82
- 241000533950 Leucojum Species 0.000 title claims abstract description 36
- 238000000034 method Methods 0.000 title claims abstract description 22
- 230000007246 mechanism Effects 0.000 claims abstract description 64
- 238000001514 detection method Methods 0.000 claims abstract description 52
- 230000033001 locomotion Effects 0.000 claims abstract description 40
- 230000006870 function Effects 0.000 claims description 24
- 238000005286 illumination Methods 0.000 claims description 9
- 239000002245 particle Substances 0.000 claims description 8
- 239000011159 matrix material Substances 0.000 claims description 3
- 230000005855 radiation Effects 0.000 claims 14
- 230000003028 elevating effect Effects 0.000 claims 6
- 238000004611 spectroscopical analysis Methods 0.000 claims 6
- 238000001228 spectrum Methods 0.000 claims 4
- 230000005540 biological transmission Effects 0.000 claims 1
- 230000010354 integration Effects 0.000 claims 1
- 239000010977 jade Substances 0.000 claims 1
- 238000006467 substitution reaction Methods 0.000 claims 1
- 230000003595 spectral effect Effects 0.000 description 22
- 230000008569 process Effects 0.000 description 9
- 238000010521 absorption reaction Methods 0.000 description 4
- 230000007423 decrease Effects 0.000 description 4
- 230000003247 decreasing effect Effects 0.000 description 4
- 230000005653 Brownian motion process Effects 0.000 description 3
- 238000005537 brownian motion Methods 0.000 description 3
- 230000000737 periodic effect Effects 0.000 description 3
- 230000007704 transition Effects 0.000 description 3
- 230000008859 change Effects 0.000 description 2
- 238000010586 diagram Methods 0.000 description 2
- 238000005516 engineering process Methods 0.000 description 2
- 238000005562 fading Methods 0.000 description 2
- 235000013305 food Nutrition 0.000 description 2
- 229910052736 halogen Inorganic materials 0.000 description 2
- 150000002367 halogens Chemical class 0.000 description 2
- 210000003205 muscle Anatomy 0.000 description 2
- 238000013102 re-test Methods 0.000 description 2
- 229920006395 saturated elastomer Polymers 0.000 description 2
- 238000000411 transmission spectrum Methods 0.000 description 2
- VYPSYNLAJGMNEJ-UHFFFAOYSA-N Silicium dioxide Chemical compound O=[Si]=O VYPSYNLAJGMNEJ-UHFFFAOYSA-N 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 235000020997 lean meat Nutrition 0.000 description 1
- 235000013372 meat Nutrition 0.000 description 1
- 210000001087 myotubule Anatomy 0.000 description 1
- 239000013307 optical fiber Substances 0.000 description 1
Landscapes
- Investigating Or Analysing Materials By Optical Means (AREA)
Abstract
Description
技术领域technical field
本发明涉及食品检测技术领域,尤其涉及一种检测雪花牛肉的装置和方法。The invention relates to the technical field of food detection, in particular to a device and method for detecting snowflake beef.
背景技术Background technique
高档牛肉是指制作国际高档食品的优质牛肉,要求肌纤维细嫩、多汁,肌肉间含有一定量的脂肪,脂肪颗粒细小,于肌肉组织中分布均匀,成大理石纹理,俗称“雪花牛肉”。目前,雪花牛肉一般靠人肉眼进行判断,判断不够准确,且容易出现人为失误。High-grade beef refers to high-quality beef for making international high-end food. It requires tender and juicy muscle fibers, and a certain amount of fat between the muscles. The fat particles are small and evenly distributed in the muscle tissue, forming a marbled texture. It is commonly known as "snowflake beef". At present, snowflake beef is generally judged by human eyes, which is not accurate enough and prone to human error.
中国专利公开号CN1603794,公开日2005年4月6日,发明的名称为近红外技术快速检测牛肉嫩度的方法和装置,该申请案公开了一种近红外技术快速检测牛肉嫩度的方法和装置,它由近红外光源、近红外检测器、漫反射光纤设备、微处理器、显示和记录装置和可转动载物台组成。其不足之处是,该检测装置不能检测牛肉是否为雪花牛肉。Chinese Patent Publication No. CN1603794, published on April 6, 2005, the name of the invention is a method and device for quickly detecting beef tenderness with near-infrared technology. The application discloses a method and device for quickly detecting beef tenderness with near-infrared technology. The device is composed of a near-infrared light source, a near-infrared detector, a diffuse reflection optical fiber device, a microprocessor, a display and recording device and a rotatable stage. Its shortcoming is, this detection device can not detect whether beef is snowflake beef.
发明内容Contents of the invention
本发明的目的是克服目前牛肉检测装置不能检测牛肉是否为雪花牛肉的技术问题,提供了一种检测雪花牛肉的装置和方法,其能够快速、简便、准确地检测出牛肉是否为雪花牛肉。The purpose of the present invention is to overcome the technical problem that the current beef detection device cannot detect whether the beef is snowflake beef, and provides a device and method for detecting snowflake beef, which can quickly, easily and accurately detect whether the beef is snowflake beef.
为了解决上述问题,本发明采用以下技术方案予以实现:In order to solve the above problems, the present invention adopts the following technical solutions to achieve:
本发明的检测雪花牛肉的装置,包括控制器和检测平台,所述控制器包括中央处理单元、触摸屏、光源控制模块和语音输出模块,所述检测平台包括底座,所述底座上设有样品托板,所述样品托板通过第一支撑柱与底座相连,所述样品托板的中部设有透明窗口,所述透明窗口上方设有照射光源,所述透明窗口下方设有接收器,所述底座上还设有带动照射光源移动的第一运动机构和带动接收器移动的第二运动机构,所述中央处理单元分别与触摸屏、光源控制模块、语音输出模块、接收器、第一运动机构和第二运动机构电连接,所述光源控制模块还与照射光源电连接。The device for detecting snowflake beef of the present invention includes a controller and a detection platform, the controller includes a central processing unit, a touch screen, a light source control module and a voice output module, the detection platform includes a base, and a sample holder is provided on the base plate, the sample holder is connected to the base through the first support column, a transparent window is provided in the middle of the sample holder, an irradiation light source is provided above the transparent window, and a receiver is provided below the transparent window. The base is also provided with a first motion mechanism that drives the light source to move and a second motion mechanism that drives the receiver to move. The central processing unit is respectively connected with the touch screen, the light source control module, the voice output module, the receiver, the first motion mechanism and the The second movement mechanism is electrically connected, and the light source control module is also electrically connected to the illumination light source.
在本技术方案中,照射光源为卤素灯或激光发射器。检测时,将待测牛肉样品放置在样品托板的透明窗口处。中央处理单元通过第一运动机构控制照射光源运动,通过第二运动机构控制接收器运动,确保接收器始终能够接收到照射光源发出的穿过牛肉样品和透明窗口的检测光。In this technical solution, the illumination light source is a halogen lamp or a laser emitter. During detection, the beef sample to be tested is placed at the transparent window of the sample holder. The central processing unit controls the movement of the light source through the first movement mechanism, and controls the movement of the receiver through the second movement mechanism, so as to ensure that the receiver can always receive the detection light from the light source through the beef sample and the transparent window.
控制器控制照射光源以一定照射角度旋转一周,每水平转动5度停下检测一次光谱数据。检测光谱数据时,照射光源发出的检测光的强度曲线先从0按照正弦曲线上升到最大值,接着从最大值按照正弦曲线下降到0。接收器检测接收到的透射光强度,并将其发送到控制器,控制器对检测数据进行相应处理后,判断待测牛肉样品是否为雪花牛肉。The controller controls the irradiation light source to rotate once at a certain irradiation angle, and stops to detect spectral data every 5 degrees of horizontal rotation. When detecting spectral data, the intensity curve of the detection light emitted by the irradiation light source first rises from 0 to the maximum value according to the sinusoidal curve, and then decreases from the maximum value to 0 according to the sinusoidal curve. The receiver detects the received transmitted light intensity and sends it to the controller, and the controller processes the detected data accordingly to determine whether the beef sample to be tested is snowflake beef.
本发明是采用光强度不断变化的入射光照射样品,在入射光的强度渐大或者减小的变化过程中,不同基团对相应波长光的吸收是渐大或者减小的,此时基团的吸收程度处于未饱和、饱和渐弱过程中,透射光中包含更多的检测信息,从而使得到的检测信号能够更准确的表征出牛肉是否为雪花牛肉。In the present invention, the sample is irradiated with incident light with constantly changing light intensity. During the change process of increasing or decreasing intensity of incident light, the absorption of different groups to light of corresponding wavelengths is gradually increasing or decreasing. At this time, the group The absorption degree is in the process of unsaturated and saturated fading, and the transmitted light contains more detection information, so that the obtained detection signal can more accurately characterize whether the beef is snowflake beef.
作为优选,所述第一运动机构包括升降机构、横向连杆、纵向连杆、第一驱动电机和第二驱动电机,所述升降机构设置在底座上,所述横向连杆一端与升降机构相连,横向连杆另一端与第一驱动电机相连,所述第一驱动电机的转轴竖直向下,所述纵向连杆的顶端与第一驱动电机的转轴相连,所述纵向连杆的底端与第二驱动电机相连,所述第二驱动电机的转轴水平设置,所述照射光源与第二驱动电机的转轴相连,照射光源的照射方向朝向透明窗口,所述升降机构、第一驱动电机和第二驱动电机分别与中央处理单元电连接。Preferably, the first movement mechanism includes a lifting mechanism, a transverse link, a longitudinal link, a first drive motor and a second drive motor, the lift mechanism is arranged on the base, and one end of the transverse link is connected to the lift mechanism , the other end of the transverse connecting rod is connected with the first driving motor, the shaft of the first driving motor is vertically downward, the top of the longitudinal connecting rod is connected with the rotating shaft of the first driving motor, and the bottom end of the longitudinal connecting rod Connected to the second driving motor, the rotating shaft of the second driving motor is arranged horizontally, the illumination light source is connected to the rotating shaft of the second driving motor, the irradiation direction of the illuminating light source faces the transparent window, the lifting mechanism, the first driving motor and the The second driving motors are respectively electrically connected to the central processing unit.
升降机构可带动横向连杆升降,从而带动照射光源在竖直方向上下移动;第一驱动电机可带动纵向连杆转动,从而带动照射光源在水平方向旋转;第二驱动电机可带动照射光源在竖直方向旋转。控制器通过升降机构、第一驱动电机和第二驱动电机调整照射光源的位置及其发出检测光的入射角度。The lifting mechanism can drive the horizontal connecting rod up and down, thereby driving the irradiation light source to move up and down in the vertical direction; the first driving motor can drive the longitudinal connecting rod to rotate, thereby driving the irradiation light source to rotate in the horizontal direction; the second driving motor can drive the irradiation light source to move vertically Rotate in a straight direction. The controller adjusts the position of the irradiation light source and the incident angle of the detection light through the lifting mechanism, the first driving motor and the second driving motor.
作为优选,所述第二运动机构包括设置在底座上的旋转机构以及设置在旋转机构顶部的弧形轨道,所述接收器设置在弧形轨道上,所述弧形轨道的底面设有两条相互平行的弧形凹槽,弧形凹槽内设有呈弧形的齿条,所述接收器的底部设有两个齿轮以及驱动齿轮转动的第三驱动电机,所述两个齿轮分别与两个齿条啮合,所述弧形轨道的两个侧壁上对称设有呈弧形的限位槽,所述接收器的两侧分别设有与限位槽配合的限位块,所述旋转机构和第三驱动电机分别与中央处理单元电连接。Preferably, the second movement mechanism includes a rotating mechanism arranged on the base and an arc-shaped track arranged on the top of the rotating mechanism, the receiver is arranged on the arc-shaped track, and the bottom surface of the arc-shaped track is provided with two arc-shaped grooves parallel to each other, arc-shaped racks are arranged in the arc-shaped grooves, two gears and a third drive motor for driving the gears are arranged at the bottom of the receiver, and the two gears are respectively connected with The two racks are engaged, and the two side walls of the arc track are symmetrically provided with arc-shaped limiting grooves, and the two sides of the receiver are respectively provided with limiting blocks that cooperate with the limiting grooves. The rotating mechanism and the third driving motor are respectively electrically connected to the central processing unit.
照射光源位于弧形轨道的弧心位置,接收器朝向弧形轨道的弧心位置。旋转机构可带动弧形轨道水平旋转,使照射光源和弧形轨道位于同一平面,因此只要接收器移动到弧形轨道上的对应位置就能接收到照射光源发出的检测光。第三驱动电机可驱动齿轮转动,从而使接收器在弧形轨道上运动,限位块能够限制接收器的位置,防止接收器离开弧形轨道。The irradiation light source is located at the arc center of the arc track, and the receiver faces the arc center of the arc track. The rotating mechanism can drive the arc track to rotate horizontally, so that the irradiation light source and the arc track are on the same plane, so as long as the receiver moves to the corresponding position on the arc track, it can receive the detection light from the irradiation light source. The third drive motor can drive the gear to rotate, so that the receiver moves on the arc track, and the limit block can limit the position of the receiver to prevent the receiver from leaving the arc track.
作为优选,所述光源控制模块包括函数存储器和功放电路,所述函数存储器的输入端与中央处理单元电连接,所述函数存储器的输出端与功放电路的输入端电连接,所述功放电路的输出端与照射光源电连接。函数存储器存储中央处理单元发出的函数信息,并通过功放电路控制照射光源发出不同强度的检测光。Preferably, the light source control module includes a function memory and a power amplifier circuit, the input end of the function memory is electrically connected to the central processing unit, the output end of the function memory is electrically connected to the input end of the power amplifier circuit, and the power amplifier circuit The output end is electrically connected with the irradiation light source. The function memory stores the function information sent by the central processing unit, and controls the illumination light source to emit detection light with different intensities through the power amplifier circuit.
作为优选,所述弧形轨道的底面上设有刻度线,所述接收器的底部设有摄像头,所述摄像头与中央处理单元电连接。摄像头采集刻度线图像,图像中心处的准星对准的刻度值为当前接收器的位置。Preferably, scale lines are provided on the bottom surface of the arc track, and a camera is provided at the bottom of the receiver, and the camera is electrically connected to the central processing unit. The camera collects the scale line image, and the scale value aligned with the front sight at the center of the image is the current position of the receiver.
作为优选,所述升降机构包括丝杆、支撑杆以及驱动丝杆转动的第四驱动电机,丝杆和支撑杆竖直设置在底座上,横向连杆与升降机构相连的一端设有套设在丝杆上的螺纹套以及套设在支撑杆上的套管,第四驱动电机与中央处理单元电连接。Preferably, the lifting mechanism includes a screw rod, a support rod and a fourth drive motor for driving the screw rod to rotate, the screw rod and the support rod are vertically arranged on the base, and the end of the horizontal connecting rod connected to the lifting mechanism is provided with a sleeve The threaded sleeve on the screw rod and the casing sleeved on the support rod, the fourth drive motor is electrically connected to the central processing unit.
作为优选,所述旋转机构包括第二支撑柱以及驱动第二支撑柱转动的第五驱动电机,第二支撑柱设置在底座上,第五驱动电机与中央处理单元电连接。Preferably, the rotation mechanism includes a second support column and a fifth drive motor for driving the second support column to rotate, the second support column is arranged on the base, and the fifth drive motor is electrically connected to the central processing unit.
本发明的快速检测雪花牛肉的方法,包括以下步骤:The method for rapid detection snowflake beef of the present invention comprises the following steps:
S1:制备片状牛肉样品,将牛肉样品放置在样品托板的透明窗口处,使牛肉样品的中心位于纵向连杆的正下方;S1: Prepare a sliced beef sample, place the beef sample at the transparent window of the sample holder, so that the center of the beef sample is located directly below the longitudinal connecting rod;
S2:控制器通过第二驱动电机控制照射光源转动,使照射光源与竖直方向的夹角为20-40度,控制器通过第二运动机构调整接收器的位置,使接收器能够接收到照射光源发出的穿过牛肉样品和透明窗口的检测光;S2: The controller controls the rotation of the irradiation light source through the second drive motor, so that the angle between the irradiation light source and the vertical direction is 20-40 degrees, and the controller adjusts the position of the receiver through the second movement mechanism, so that the receiver can receive the irradiation Detection light emitted by the light source through the beef sample and the transparent window;
S3:控制器通过光源控制模块控制照射光源发出特定光强的检测光照射在牛肉样品上,检测光强度曲线先从0按照正弦曲线上升到最大值,接着从最大值按照正弦曲线下降到0,控制器采集透射光谱数据Spect(t),然后控制器通过第一驱动电机控制纵向连杆转动5度,使照射光源水平旋转5度,控制接收器运动到对应位置,采集此时照射光源照射点的光谱数据,如此控制照射光源水平旋转一周,每水平转动5度停下检测一次光谱数据,从而在牛肉样品上采集72个不同位置的光谱数据Spect(t);S3: The controller uses the light source control module to control the light source to emit detection light with a specific light intensity to irradiate the beef sample. The detection light intensity curve first rises from 0 to the maximum value according to the sinusoidal curve, and then decreases from the maximum value to 0 according to the sinusoidal curve. The controller collects the transmission spectrum data Spec(t), and then the controller controls the longitudinal connecting rod to rotate 5 degrees through the first drive motor, so that the irradiation light source is rotated 5 degrees horizontally, and the receiver is controlled to move to the corresponding position, and the irradiation point of the irradiation light source at this time is collected. In this way, the irradiation light source is controlled to rotate horizontally for one revolution, and the spectral data is detected once every 5 degrees of horizontal rotation, so that the spectral data Spec(t) of 72 different positions are collected on the beef sample;
S4:将采集到的72个光谱数据Spect(t)均进行同样的数据处理,计算出72个信噪比特征值,对每个光谱数据Spect(t)进行的数据处理包括以下步骤:S4: Perform the same data processing on the collected 72 spectral data Spec(t), and calculate 72 signal-to-noise ratio characteristic values. The data processing for each spectral data Spec(t) includes the following steps:
采用输入信号作为输入矩阵,势函数V(x)t)与输入信号协同为一层随机共振模型:With input signal As an input matrix, the potential function V(x)t) cooperates with the input signal to form a stochastic resonance model:
其中,V(x,t)为势函数,x(t)为布朗粒子运动轨迹函数,t为运动时间,为周期性正弦信号,N(t)为内秉噪声,A是信号幅度,f是信号频率,D是外噪声强度,ξ(t)是外噪声,为相位,Among them, V(x,t) is the potential function, x(t) is the motion trajectory function of Brownian particles, t is the motion time, is a periodic sinusoidal signal, N(t) is internal noise, A is signal amplitude, f is signal frequency, D is external noise intensity, ξ(t) is external noise, for the phase,
计算V(x,t)对于x的一阶导数和二阶导数,并且使等式等于0,得到二层随机共振模型:Calculate the first and second derivatives of V(x,t) with respect to x, and make the equation equal to 0 to obtain a two-layer stochastic resonance model:
设定噪声强度D=0,Spect(t)=0,N(t)=0,B=1,计算得到A的临界值为将Ac代入公式(1)中,并设定x0(t)=0,sn0=0,采用四阶珑格库塔算法求解公式(1),得到:Set the noise intensity D=0, Spect(t)=0, N(t)=0, B=1, the calculated critical value of A is Substituting A c into formula (1), and setting x 0 (t)=0, sn 0 =0, using the fourth-order Longe-Kutta algorithm to solve formula (1), we get:
待定系数:Undetermined coefficient:
其中,xn(t)为x(t)的n阶导数,snn是S(t)的n阶导数在t=0处的值,a、b为设定的常数,Among them, x n (t) is the nth derivative of x (t), sn n is the value of the nth derivative of S (t) at t=0, a and b are constants set,
计算得到x1(t),x2(t)…xn+1(t)的值,对x1(t),x2(t)…xn+1(t)进行积分得到x(t)’并得到x(t)在一层随机共振模型和二层随机共振模型组成的双层随机共振系统产生共振时刻的位置xm值、与xm相对应的共振时刻t1以及与t1相对应的噪声D1,D1为D中的一个值,Calculate x 1 (t), x 2 (t)…x n+1 (t), and integrate x 1 (t), x 2 (t)…x n+1 (t) to get x (t ) 'and obtain the position x m value of x (t) at the moment of resonance in the double-layer stochastic resonance system composed of one-layer stochastic resonance model and two-layer stochastic resonance model, the resonance moment t1 corresponding to x m and corresponding to t1 The noise D1, D1 is a value in D,
通过公式计算得到信噪比特征值SNR特征,其中,ΔU=a2/4b;by formula Calculate the signal-to-noise ratio eigenvalue SNR feature , where ΔU=a 2 /4b;
S5:将计算出的72个信噪比特征值SNR特征分别与设定的阈值比较,如果SNR特征>-68.74判断该信噪比特征值对应的检测点为白色光谱点,如果SNR特征<-77.49判断该信噪比特征值对应的检测点为红色光谱点;S5: Compare the calculated 72 signal-to-noise ratio feature value SNR features with the set thresholds, if the SNR feature >-68.74, judge that the detection point corresponding to the signal-to-noise ratio feature value is a white spectral point, if the SNR feature <- 77.49 Judging that the detection point corresponding to the characteristic value of the signal-to-noise ratio is a red spectral point;
S6:统计白色光谱点的个数N1和红色光谱点的个数N2,如果且则判断该牛肉是雪花牛肉,如果且则判断该牛肉不是雪花牛肉,否则跳转至步骤S3,对牛肉样品重新进行检测。S6: Count the number N1 of white spectral points and the number N2 of red spectral points, if and Then it is judged that the beef is snowflake beef, if and Then it is judged that the beef is not snowflake beef, otherwise jump to step S3, and retest the beef sample.
作为优选,所述步骤S2中控制器通过第二运动机构调整接收器的位置包括以下步骤:中央处理单元根据照射光源转动的方向和角度确定接收器需要移动到弧形轨道上的对应刻度值处,接着中央处理单元控制接收器朝对应方向运动,中央处理单元通过摄像头采集弧形轨道底面上的刻度线图像并对采集到的图像进行处理,当图像中心处的准星对准该刻度值时,中央处理单元控制接收器停止运动。Preferably, in the step S2, the controller adjusts the position of the receiver through the second motion mechanism includes the following steps: the central processing unit determines that the receiver needs to move to the corresponding scale value on the arc track according to the direction and angle of rotation of the illumination light source , then the central processing unit controls the receiver to move in the corresponding direction, the central processing unit collects the scale line image on the bottom surface of the arc track through the camera and processes the collected image, when the front sight at the center of the image is aligned with the scale value, The central processing unit controls the receiver to stop the movement.
作为优选,所述步骤S3中控制器控制接收器运动到对应位置包括以下步骤:控制器根据纵向连杆的转动角度通过旋转机构带动弧形轨道转动相应角度。Preferably, the step S3 in which the controller controls the receiver to move to the corresponding position includes the following steps: the controller drives the arc track to rotate by a corresponding angle through the rotation mechanism according to the rotation angle of the longitudinal link.
本发明的实质效果是:能够快速、简便、准确地检测出牛肉是否为雪花牛肉。The essential effect of the invention is that it can quickly, easily and accurately detect whether the beef is snowflake beef.
附图说明Description of drawings
图1是本发明的一种结构示意图;Fig. 1 is a kind of structural representation of the present invention;
图2是本发明的第二运动机构的结构示意图;Fig. 2 is the structural representation of the second kinematic mechanism of the present invention;
图3是本发明的弧形轨道的截面图;Fig. 3 is the sectional view of arc track of the present invention;
图4是本发明的电路原理连接框图;Fig. 4 is a circuit principle connection block diagram of the present invention;
图5是检测时照射光源发出的检测光的光强曲线图。Fig. 5 is a light intensity curve diagram of the detection light emitted by the irradiation light source during detection.
图中:1、中央处理单元,2、触摸屏,3、光源控制模块,4、底座,5、第二支撑柱,6、样品托板,7、透明窗口,8、照射光源,9、接收器,10、升降机构,11、横向连杆,12、纵向连杆,13、第一驱动电机,14、第二驱动电机,15、旋转机构,16、弧形轨道,17、弧形凹槽,18、齿轮,19、第三驱动电机,20、限位槽,21、限位块,22、函数存储器,23、功放电路,24、第一支撑柱,25、丝杆,26、支撑杆,27、螺纹套,28、套管,29、语音输出模块,30、摄像头。In the figure: 1. Central processing unit, 2. Touch screen, 3. Light source control module, 4. Base, 5. Second support column, 6. Sample support plate, 7. Transparent window, 8. Irradiation light source, 9. Receiver , 10, lifting mechanism, 11, transverse connecting rod, 12, longitudinal connecting rod, 13, first driving motor, 14, second driving motor, 15, rotating mechanism, 16, arc track, 17, arc groove, 18, gear, 19, the third drive motor, 20, limit groove, 21, limit block, 22, function memory, 23, power amplifier circuit, 24, first support column, 25, screw mandrel, 26, support rod, 27, thread sleeve, 28, sleeve pipe, 29, voice output module, 30, camera.
具体实施方式Detailed ways
下面通过实施例,并结合附图,对本发明的技术方案作进一步具体的说明。The technical solutions of the present invention will be further specifically described below through the embodiments and in conjunction with the accompanying drawings.
实施例:本实施例的检测雪花牛肉的装置,如图1、图2、图3所示,包括控制器和检测平台,控制器包括中央处理单元1、触摸屏2、光源控制模块3和语音输出模块29,光源控制模块3包括函数存储器22和功放电路23,检测平台包括底座4,底座4上设有样品托板6,样品托板6通过第一支撑柱24与底座4相连,样品托板6的中部设有透明窗口7,透明窗口7上方设有照射光源8,透明窗口7下方设有接收器9,底座4上还设有带动照射光源8移动的第一运动机构和带动接收器9移动的第二运动机构。Embodiment: the device for detecting snowflake beef of this embodiment, as shown in Figure 1, Figure 2, and Figure 3, includes a controller and a detection platform, and the controller includes a central processing unit 1, a touch screen 2, a light source control module 3 and a voice output Module 29, the light source control module 3 includes a function memory 22 and a power amplifier circuit 23, the detection platform includes a base 4, the base 4 is provided with a sample pallet 6, the sample pallet 6 is connected to the base 4 through the first support column 24, and the sample pallet The middle part of 6 is provided with transparent window 7, is provided with irradiation light source 8 above transparent window 7, is provided with receiver 9 below transparent window 7, is also provided with the first motion mechanism that drives irradiation light source 8 to move on base 4 and drives receiver 9 Move the second kinematic mechanism.
第一运动机构包括升降机构10、横向连杆11、纵向连杆12、第一驱动电机13和第二驱动电机14,升降机构10设置在底座4上,横向连杆11一端与升降机构10相连,横向连杆11另一端与第一驱动电机13相连,第一驱动电机13的转轴竖直向下,纵向连杆12的顶端与第一驱动电机13的转轴相连,纵向连杆12的底端与第二驱动电机14相连,第二驱动电机14的转轴水平设置,照射光源8与第二驱动电机14的转轴相连,照射光源8的照射方向朝向透明窗口7。第二运动机构包括设置在底座4上的旋转机构15以及设置在旋转机构15顶部的弧形轨道16,接收器9设置在弧形轨道16上,弧形轨道16的底面设有两条相互平行的弧形凹槽17,弧形凹槽17内设有呈弧形的齿条,接收器9的底部设有两个齿轮18以及驱动齿轮18转动的第三驱动电机19,两个齿轮18分别与两个齿条啮合,弧形轨道16的两个侧壁上对称设有呈弧形的限位槽20,接收器9的两侧分别设有与限位槽20配合的限位块21,弧形轨道16的底面上设有刻度线,刻度线沿轨道设置,接收器9的底部设有摄像头30。The first motion mechanism comprises a lift mechanism 10, a transverse link 11, a longitudinal link 12, a first drive motor 13 and a second drive motor 14, the lift mechanism 10 is arranged on the base 4, and one end of the transverse link 11 is connected with the lift mechanism 10 , the other end of the transverse connecting rod 11 is connected with the first driving motor 13, the rotating shaft of the first driving motor 13 is vertically downward, the top of the longitudinal connecting rod 12 is connected with the rotating shaft of the first driving motor 13, and the bottom end of the longitudinal connecting rod 12 Connected to the second driving motor 14, the rotating shaft of the second driving motor 14 is arranged horizontally, the illuminating light source 8 is connected to the rotating shaft of the second driving motor 14, and the illuminating direction of the illuminating light source 8 faces the transparent window 7. The second motion mechanism includes a rotating mechanism 15 arranged on the base 4 and an arc track 16 arranged on the top of the rotating mechanism 15. The receiver 9 is arranged on the arc track 16, and the bottom surface of the arc track 16 is provided with two parallel tracks. The arc-shaped groove 17 is provided with an arc-shaped rack in the arc-shaped groove 17. The bottom of the receiver 9 is provided with two gears 18 and a third drive motor 19 that drives the gear 18 to rotate. The two gears 18 are respectively Engaged with two racks, the two side walls of the arc track 16 are symmetrically provided with arc-shaped limiting grooves 20, and the two sides of the receiver 9 are respectively provided with limiting blocks 21 that cooperate with the limiting grooves 20, A scale line is arranged on the bottom surface of the arc track 16 , and the scale line is arranged along the track, and a camera 30 is set at the bottom of the receiver 9 .
如图4所示,中央处理单元1分别与触摸屏2、语音输出模块29、接收器9、升降机构10、第一驱动电机13、第二驱动电机14、旋转机构15、第三驱动电机19、摄像头30、函数存储器22的输入端电连接,函数存储器22的输出端与功放电路23的输入端电连接,功放电路23的输出端与照射光源8电连接。As shown in Figure 4, the central processing unit 1 is respectively connected with the touch screen 2, the voice output module 29, the receiver 9, the lifting mechanism 10, the first driving motor 13, the second driving motor 14, the rotating mechanism 15, the third driving motor 19, The input ends of the camera 30 and the function memory 22 are electrically connected, the output end of the function memory 22 is electrically connected with the input end of the power amplifier circuit 23 , and the output end of the power amplifier circuit 23 is electrically connected with the illumination light source 8 .
透明窗口7为1.0mm的石英玻璃,照射光源8为卤素灯。升降机构包括丝杆25、支撑杆26以及驱动丝杆25转动的第四驱动电机,丝杆25和支撑杆26竖直设置在底座4上,横向连杆11与升降机构10相连的一端设有套设在丝杆25上的螺纹套27以及套设在支撑杆26上的套管28,第四驱动电机与中央处理单元1电连接。旋转机构15包括第二支撑柱5以及驱动第二支撑柱5转动的第五驱动电机,第二支撑柱5设置在底座4上,第五驱动电机与中央处理单元1电连接。The transparent window 7 is 1.0mm quartz glass, and the light source 8 is a halogen lamp. Lifting mechanism comprises screw mandrel 25, support rod 26 and the 4th driving motor that drives screw mandrel 25 to rotate, and screw mandrel 25 and support rod 26 are vertically arranged on the base 4, and the end that transverse link 11 links to each other with lifting mechanism 10 is provided with The threaded sleeve 27 sleeved on the screw rod 25 and the sleeve 28 sleeved on the support rod 26 , the fourth driving motor is electrically connected to the central processing unit 1 . The rotating mechanism 15 includes a second support column 5 and a fifth drive motor for driving the second support column 5 to rotate. The second support column 5 is arranged on the base 4 , and the fifth drive motor is electrically connected to the central processing unit 1 .
升降机构10可带动横向连杆11升降,从而带动照射光源8在竖直方向上下移动;第一驱动电机13可带动纵向连杆12转动,从而带动照射光源8在水平方向旋转;第二驱动电机14可带动照射光源8在竖直方向旋转。控制器通过升降机构10、第一驱动电机13和第二驱动电机14调整照射光源8的位置及其发出检测光的入射角度。The lifting mechanism 10 can drive the horizontal connecting rod 11 to lift, thereby driving the irradiation light source 8 to move up and down in the vertical direction; the first driving motor 13 can drive the longitudinal connecting rod 12 to rotate, thereby driving the irradiation light source 8 to rotate in the horizontal direction; the second driving motor 14 can drive the illumination light source 8 to rotate in the vertical direction. The controller adjusts the position of the irradiation light source 8 and the incident angle of the detection light through the lifting mechanism 10 , the first drive motor 13 and the second drive motor 14 .
照射光源8位于弧形轨道16的弧心位置,接收器9朝向弧形轨道16的弧心位置。旋转机构15可带动弧形轨道16水平旋转,使照射光源8和弧形轨道16位于同一平面,因此只要接收器9移动到弧形轨道16上的对应位置就能接收到照射光源8发出的检测光。第三驱动电机19可驱动齿轮18转动,从而使接收器9在弧形轨道16上运动,限位块21能够限制接收器9的位置,防止接收器9离开弧形轨道16。函数存储器22存储中央处理单元1发出的函数信息,并通过功放电路23控制照射光源8发出不同强度的检测光。The irradiation light source 8 is located at the arc center of the arc track 16 , and the receiver 9 faces the arc center of the arc track 16 . The rotating mechanism 15 can drive the arc track 16 to rotate horizontally, so that the irradiation light source 8 and the arc track 16 are on the same plane, so as long as the receiver 9 moves to the corresponding position on the arc track 16, it can receive the detection signal from the irradiation light source 8 Light. The third driving motor 19 can drive the gear 18 to rotate, so that the receiver 9 moves on the arc track 16 , and the limit block 21 can limit the position of the receiver 9 to prevent the receiver 9 from leaving the arc track 16 . The function memory 22 stores the function information sent by the central processing unit 1 , and controls the illuminating light source 8 to emit detection lights of different intensities through the power amplifier circuit 23 .
检测时,将待测牛肉样品放置在样品托板6的透明窗口7处。中央处理单元1通过第一运动机构控制照射光源8运动,通过第二运动机构控制接收器9运动,确保接收器9始终能够接收到照射光源8发出的穿过牛肉样品和透明窗口7的检测光。During detection, the beef sample to be tested is placed on the transparent window 7 of the sample holder 6 . The central processing unit 1 controls the movement of the light source 8 through the first movement mechanism, and controls the movement of the receiver 9 through the second movement mechanism, so as to ensure that the receiver 9 can always receive the detection light emitted by the light source 8 through the beef sample and the transparent window 7 .
控制器控制照射光源8以一定照射角度旋转一周,每水平转动5度停下检测一次光谱数据。检测光谱数据时,照射光源8发出的检测光的强度曲线先从0按照正弦曲线上升到最大值,接着从最大值按照正弦曲线下降到0,如图5所示。接收器9检测接收到的透射光强度,并将其发送到控制器,控制器对检测数据进行相应处理后,判断待测牛肉样品是否为雪花牛肉,语音输出模块29通过语音播报检测结果。The controller controls the irradiation light source 8 to rotate once at a certain irradiation angle, and stops to detect spectral data once every horizontal rotation of 5 degrees. When detecting spectral data, the intensity curve of the detection light emitted by the irradiation light source 8 first rises from 0 to a maximum value according to a sinusoidal curve, and then decreases from the maximum value to 0 according to a sinusoidal curve, as shown in FIG. 5 . The receiver 9 detects the received transmitted light intensity and sends it to the controller. After the controller processes the detected data accordingly, it judges whether the beef sample to be tested is snowflake beef. The voice output module 29 broadcasts the detection result by voice.
本发明是采用光强度不断变化的入射光照射样品,在入射光的强度渐大或者减小的变化过程中,不同基团对相应波长光的吸收是渐大或者减小的,此时基团的吸收程度处于未饱和、饱和渐弱过程中,透射光中包含更多的检测信息,从而使得到的检测信号能够更准确的表征出牛肉是否为雪花牛肉。In the present invention, the sample is irradiated with incident light with constantly changing light intensity. During the change process of increasing or decreasing intensity of incident light, the absorption of different groups to light of corresponding wavelengths is gradually increasing or decreasing. At this time, the group The absorption degree is in the process of unsaturated and saturated fading, and the transmitted light contains more detection information, so that the obtained detection signal can more accurately characterize whether the beef is snowflake beef.
本实施例的检测雪花牛肉的方法,包括以下步骤:The method for detecting snowflake beef of the present embodiment comprises the following steps:
S1:制备厚度为1mm-2mm的牛肉样品,将牛肉样品放置在样品托板的透明窗口处,使牛肉样品的中心位于纵向连杆的正下方;S1: Prepare a beef sample with a thickness of 1mm-2mm, place the beef sample at the transparent window of the sample holder, so that the center of the beef sample is located directly below the longitudinal connecting rod;
S2:控制器通过第二驱动电机控制照射光源转动,使照射光源与竖直方向的夹角为25度,控制器通过第二运动机构调整接收器的位置,使接收器能够接收到照射光源发出的穿过牛肉样品和透明窗口的检测光;S2: The controller controls the rotation of the irradiation light source through the second driving motor, so that the angle between the irradiation light source and the vertical direction is 25 degrees, and the controller adjusts the position of the receiver through the second movement mechanism, so that the receiver can receive The detection light passing through the beef sample and the transparent window;
S3:控制器通过光源控制模块控制照射光源发出特定光强的检测光照射在牛肉样品上,检测光强度曲线先从0按照正弦曲线上升到最大值,接着从最大值按照正弦曲线下降到0,控制器采集透射光谱数据Spect(t),然后控制器通过第一驱动电机控制纵向连杆转动5度,使照射光源水平旋转5度,控制接收器运动到对应位置,采集此时照射光源照射点的光谱数据,如此控制照射光源水平旋转一周,每水平转动5度停下检测一次光谱数据,从而在牛肉样品上采集72个不同位置的光谱数据Spect(t);S3: The controller uses the light source control module to control the light source to emit detection light with a specific light intensity to irradiate the beef sample. The detection light intensity curve first rises from 0 to the maximum value according to the sinusoidal curve, and then decreases from the maximum value to 0 according to the sinusoidal curve. The controller collects the transmission spectrum data Spec(t), and then the controller controls the longitudinal connecting rod to rotate 5 degrees through the first drive motor, so that the irradiation light source is rotated 5 degrees horizontally, and the receiver is controlled to move to the corresponding position, and the irradiation point of the irradiation light source at this time is collected. In this way, the irradiation light source is controlled to rotate horizontally for one revolution, and the spectral data is detected once every 5 degrees of horizontal rotation, so that the spectral data Spec(t) of 72 different positions are collected on the beef sample;
S4:将采集到的72个光谱数据Spect(t)均进行同样的数据处理,计算出72个信噪比特征值,对每个光谱数据Spect(t)进行的数据处理包括以下步骤:S4: Perform the same data processing on the collected 72 spectral data Spec(t), and calculate 72 signal-to-noise ratio characteristic values. The data processing for each spectral data Spec(t) includes the following steps:
采用输入信号作为输入矩阵,With input signal As an input matrix,
在绝热近似条件下,假设信号幅度极小(A<<1),双稳态系统在没有足够能量驱动的情况下,布朗运动粒子偏置于一侧势阱中,信号周期比一些典型势阱内系统弛豫时间要长的多,此时周期性驱动力的出现使势函数发生倾斜,最终导致布朗运动粒子从一个势阱到另外一个势阱的跃迁,因此势函数V(x,t)与输入信号协同为一层随机共振模型:Under adiabatic approximation conditions, assuming that the signal amplitude is extremely small (A<<1), the bistable system is driven by insufficient energy, and the Brownian motion particles are biased in one side of the potential well, and the signal period is shorter than that of some typical potential wells. The relaxation time of the internal system is much longer. At this time, the appearance of periodic driving force makes the potential function tilt, which eventually leads to the transition of Brownian motion particles from one potential well to another. Therefore, the potential function V(x,t) Synergize with the input signal into a one-layer stochastic resonance model:
其中,V(x,t)为势函数,x(t)为布朗粒子运动轨迹函数,t为运动时间,为周期性正弦信号,N(t)为内秉噪声,A是信号幅度,f是信号频率,D是外噪声强度,ξ(t)是外噪声,为相位,Among them, V(x,t) is the potential function, x(t) is the motion trajectory function of Brownian particles, t is the motion time, is a periodic sinusoidal signal, N(t) is internal noise, A is signal amplitude, f is signal frequency, D is external noise intensity, ξ(t) is external noise, for the phase,
计算V(x,t)对于x的一阶导数和二阶导数,并且使等式等于0,得到二层随机共振模型:Calculate the first and second derivatives of V(x,t) with respect to x, and make the equation equal to 0 to obtain a two-layer stochastic resonance model:
设定噪声强度D=0,Spect(t)=0,N(t)=0,B=1,计算得到A的临界值为在A<Ac的情况下,布朗运动粒子在其原始位置左右进行徘徊,并不能实现两个势阱之间的跃迁,但是粒子在得到外噪声干预的情况下,即便是A<Ac其也能完成势阱之间的跃迁,这就是随机共振的发生过程,将Ac代入公式(1)中,并设定x0(t)=0,sn0=0,采用四阶珑格库塔算法求解公式(1),得到:Set the noise intensity D=0, Spect(t)=0, N(t)=0, B=1, the calculated critical value of A is In the case of A<A c , the Brownian motion particles hover around their original positions, and cannot achieve the transition between the two potential wells, but when the particles are intervened by external noise, even if A<A c It can also complete the transition between potential wells, which is the occurrence process of stochastic resonance. Substitute A c into the formula (1), and set x 0 (t)=0, sn 0 =0, using the fourth-order Longer library The tower algorithm solves the formula (1) and obtains:
待定系数:Undetermined coefficient:
其中,xn(t)为x(t)的n阶导数,snn是S(t)的n阶导数在t=0处的值,a、b为设定的常数,Among them, x n (t) is the nth derivative of x (t), sn n is the value of the nth derivative of S (t) at t=0, a and b are constants set,
计算得到x1(t),x2(t)…xn+1(t)的值,对x1(t),x2(t)…xn+1(t)进行积分得到x(t)’并得到x(t)在一层随机共振模型和二层随机共振模型组成的双层随机共振系统产生共振时刻的位置xm值、与xm相对应的共振时刻t1以及与t1相对应的噪声D1,D1为D中的一个值,Calculate x 1 (t), x 2 (t)…x n+1 (t), and integrate x 1 (t), x 2 (t)…x n+1 (t) to get x (t ) 'and obtain the position x m value of x (t) at the moment of resonance in the double-layer stochastic resonance system composed of one-layer stochastic resonance model and two-layer stochastic resonance model, the resonance moment t1 corresponding to x m and corresponding to t1 The noise D1, D1 is a value in D,
通过公式计算得到信噪比特征值SNR特征,其中,ΔU=a2/4b;by formula Calculate the signal-to-noise ratio eigenvalue SNR feature , where ΔU=a 2 /4b;
S5:将计算出的72个信噪比特征值SNR特征分别与设定的阈值比较,如果SNR特征>-68.74判断该信噪比特征值对应的检测点为白色光谱点(肥肉),如果SNR特征<-77.49判断该信噪比特征值对应的检测点为红色光谱点(瘦肉);S5: Comparing the calculated 72 signal-to-noise ratio feature value SNR features with the set thresholds, if the SNR feature >-68.74, it is judged that the detection point corresponding to the signal-to-noise ratio feature value is a white spectral point (fat meat), if SNR feature <-77.49 judges that the detection point corresponding to the signal-to-noise ratio feature value is a red spectral point (lean meat);
S6:统计白色光谱点的个数N1和红色光谱点的个数N2,如果且则判断该牛肉是雪花牛肉,如果且则判断该牛肉不是雪花牛肉,否则跳转至步骤S3,对牛肉样品重新进行检测。S6: Count the number N1 of white spectral points and the number N2 of red spectral points, if and Then it is judged that the beef is snowflake beef, if and Then it is judged that the beef is not snowflake beef, otherwise jump to step S3, and retest the beef sample.
步骤S2中控制器通过第二运动机构调整接收器的位置包括以下步骤:中央处理单元根据照射光源转动的方向和角度确定接收器需要移动到弧形轨道上的对应刻度值处,接着中央处理单元控制接收器朝对应方向运动,中央处理单元通过摄像头采集弧形轨道底面上的刻度线图像并对采集到的图像进行处理,当图像中心处的准星对准该刻度值时,中央处理单元控制接收器停止运动。In step S2, the controller adjusts the position of the receiver through the second motion mechanism, including the following steps: the central processing unit determines that the receiver needs to move to the corresponding scale value on the arc track according to the direction and angle of rotation of the illumination light source, and then the central processing unit Control the receiver to move in the corresponding direction. The central processing unit collects the scale line image on the bottom surface of the arc track through the camera and processes the collected image. When the front sight at the center of the image is aligned with the scale value, the central processing unit controls the receiver. The device stops moving.
步骤S3中控制器控制接收器运动到对应位置包括以下步骤:控制器根据纵向连杆的转动角度通过旋转机构带动弧形轨道转动相应角度。In step S3, the controller controlling the receiver to move to the corresponding position includes the following steps: the controller drives the arc track to rotate by a corresponding angle through the rotation mechanism according to the rotation angle of the longitudinal link.
在本实施例中,统计白色光谱点的个数N1=10和红色光谱点的个数N2=62,判断牛肉样品是雪花牛肉。In this embodiment, count the number N1=10 of white spectral points and the number N2=62 of red spectral points, The beef sample was judged to be snowflake beef.
Claims (10)
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410125368.0A CN104089887A (en) | 2014-03-31 | 2014-03-31 | Device and method for detecting snowflake beef |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN201410125368.0A CN104089887A (en) | 2014-03-31 | 2014-03-31 | Device and method for detecting snowflake beef |
Publications (1)
Publication Number | Publication Date |
---|---|
CN104089887A true CN104089887A (en) | 2014-10-08 |
Family
ID=51637623
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN201410125368.0A Pending CN104089887A (en) | 2014-03-31 | 2014-03-31 | Device and method for detecting snowflake beef |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN104089887A (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104251817A (en) * | 2014-03-31 | 2014-12-31 | 浙江工商大学 | Device and method for rapid detection of snowflake beef |
Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1603794A (en) * | 2004-11-02 | 2005-04-06 | 江苏大学 | Method and device for rapid detection of beef tenderness by near-infrared technology |
CN101178356A (en) * | 2007-12-03 | 2008-05-14 | 中国农业大学 | Hyperspectral imaging system and detection method for non-destructive detection of tenderness of meat products |
CN102323267A (en) * | 2011-08-10 | 2012-01-18 | 中国农业大学 | System and method used for rapidly evaluating freshness of raw meat products |
JP2012057990A (en) * | 2010-09-06 | 2012-03-22 | Univ Of Miyazaki | Freshness determination method of new meat texture |
CN102539359A (en) * | 2011-12-30 | 2012-07-04 | 南京林业大学 | Meat quality visualization detection device based on static hyperspectral imaging system |
JP2012181192A (en) * | 2011-02-09 | 2012-09-20 | National Fisheries Univ | Method for detecting bacterium contamination level of fish meat and sensor used for detection method |
CN102854148A (en) * | 2012-08-30 | 2013-01-02 | 中国农业大学 | Detection and grading system for tenderness of fresh beef based on multispectral imagery |
CN103257109A (en) * | 2013-04-09 | 2013-08-21 | 中国农业大学 | Detection system and method for total number of bacteria in livestock meat |
-
2014
- 2014-03-31 CN CN201410125368.0A patent/CN104089887A/en active Pending
Patent Citations (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN1603794A (en) * | 2004-11-02 | 2005-04-06 | 江苏大学 | Method and device for rapid detection of beef tenderness by near-infrared technology |
CN101178356A (en) * | 2007-12-03 | 2008-05-14 | 中国农业大学 | Hyperspectral imaging system and detection method for non-destructive detection of tenderness of meat products |
JP2012057990A (en) * | 2010-09-06 | 2012-03-22 | Univ Of Miyazaki | Freshness determination method of new meat texture |
JP2012181192A (en) * | 2011-02-09 | 2012-09-20 | National Fisheries Univ | Method for detecting bacterium contamination level of fish meat and sensor used for detection method |
CN102323267A (en) * | 2011-08-10 | 2012-01-18 | 中国农业大学 | System and method used for rapidly evaluating freshness of raw meat products |
CN102539359A (en) * | 2011-12-30 | 2012-07-04 | 南京林业大学 | Meat quality visualization detection device based on static hyperspectral imaging system |
CN102854148A (en) * | 2012-08-30 | 2013-01-02 | 中国农业大学 | Detection and grading system for tenderness of fresh beef based on multispectral imagery |
CN103257109A (en) * | 2013-04-09 | 2013-08-21 | 中国农业大学 | Detection system and method for total number of bacteria in livestock meat |
Non-Patent Citations (4)
Title |
---|
A. ZIADI ET AL.: "Visible and near-infrared light transmission: A hybrid imaging method for non-destructive meat quality evaluation", 《INFRARED PHYSICS & TECHNOLOGY》, vol. 55, 1 June 2012 (2012-06-01), pages 412 - 420 * |
刘魁武: "猪肉糜中脂肪、蛋白质和水分含量可见近红外光谱检测研究", 《浙江大学硕士学位论文》, 31 May 2010 (2010-05-31), pages 30 * |
孙啸等: "基于高光谱图像光谱信息的牛肉大理石花纹分割", 《农业机械学报》, vol. 44, 31 October 2013 (2013-10-31), pages 177 - 181 * |
赵红波等: "近红外光谱技术鉴别猪肉和牛肉的研究", 《中国农学通报》, vol. 27, no. 26, 31 December 2011 (2011-12-31), pages 151 - 155 * |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN104251817A (en) * | 2014-03-31 | 2014-12-31 | 浙江工商大学 | Device and method for rapid detection of snowflake beef |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN104089885B (en) | Beef quality rapid detection system and method | |
CN203572769U (en) | Diffuse-transmission hyperspectral image acquisition device of potatoes | |
CN104089959A (en) | Fast and accurate beef quality detection system and method | |
CN102778444B (en) | Device and method capable of simultaneously measuring multiple index parameters of pear | |
CN104089888B (en) | Fast and accurate beef quality detection system and method | |
CN104089900B (en) | Snowflakes beef detection apparatus and method | |
CN104089886A (en) | Beef freshness rapid detection system and method | |
CN103940766A (en) | Device for detecting optical properties of agricultural product texture | |
CN104089903B (en) | A kind of snowflakes beef detection apparatus and method | |
CN104089891A (en) | Beef freshness detection system and method | |
CN104089887A (en) | Device and method for detecting snowflake beef | |
CN104089905A (en) | Detection device and method for spliced beef | |
CN104089892B (en) | Meat freshness detection system and method | |
CN104089899A (en) | Device and method for detecting snowflake beef | |
CN104251817A (en) | Device and method for rapid detection of snowflake beef | |
CN104089890B (en) | Beef quality detection system and method | |
CN203849166U (en) | Optical characteristic detection device for agricultural product tissue | |
CN104374721B (en) | Spliced beef rapid detection system and method | |
CN104089904A (en) | Detection device and method for spliced mutton | |
CN104374703B (en) | Snow beef rapid detection system and method | |
CN104089893B (en) | beef quality detection system and method | |
CN104251828A (en) | Device and method for rapid detection of splicing mutton | |
CN104089909A (en) | Device and method for detecting spliced beef | |
CN104251829A (en) | Device and method for detecting splicing mutton | |
CN104374717A (en) | Snow beef detection system and method |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
AD01 | Patent right deemed abandoned | ||
AD01 | Patent right deemed abandoned |
Effective date of abandoning: 20170111 |