CN104089984A - Portable frozen fish flesh quality detection device and detection method using the same - Google Patents
Portable frozen fish flesh quality detection device and detection method using the same Download PDFInfo
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Abstract
Description
技术领域technical field
本发明涉及食品品质检测技术领域,尤其是涉及一种可准确检测冷冻鱼肉是否腐败的便携式冷冻鱼肉品质检测装置及检测方法。The invention relates to the technical field of food quality detection, in particular to a portable frozen fish quality detection device and detection method that can accurately detect whether frozen fish is corrupt.
背景技术Background technique
鱼肉具有营养丰富且口感好的特点,深受广大消费者的喜爱。Fish meat has the characteristics of rich nutrition and good taste, and is deeply loved by consumers.
但是,在鱼肉的冷冻储存过程中,随着储存时间的增长,鱼肉容易受到污染而变质。随着微生物的增殖和一系列的物理化学变化,鱼肉的新鲜度随之降低。蛋白质、脂肪以及碳水化合物等丰富的营养成分被细菌和酶利用,产生氨、硫化氨、醛酸、醛、酮、乙基硫醇、醇以及羧酸的酸性气体。代谢产物中的醛、酮、酯和其它低分子化合物使鱼肉产生异味。However, during the frozen storage of fish meat, as the storage time increases, the fish meat is easily polluted and deteriorates. With the proliferation of microorganisms and a series of physical and chemical changes, the freshness of fish meat decreases. Rich nutrients such as protein, fat, and carbohydrates are utilized by bacteria and enzymes to produce acid gases such as ammonia, ammonia sulfide, aldehydes, aldehydes, ketones, ethyl mercaptans, alcohols, and carboxylic acids. Aldehydes, ketones, esters and other low-molecular compounds in metabolites cause fish to produce off-flavors.
人们通常通过感官对食品的品质进行判断,而这种判断常常带有很强的主观性,评价分析结果往往会随着年龄、经验的不同,存在较大差异。即便同一个人也会由于身体状况、情绪变化而得出不同结果。况且嗅觉鉴别是一个挥发物质吸入过程,长期实验会对人体的健康造成危害,而且某些不良气味会令品评人员特别敏感而使结果有误;另外,感官评价过程中往往需要大量有品评经验的人员组成品评小组,过程较为繁琐,评价结果往往不具有重复性。People usually judge the quality of food through their senses, and this judgment is often highly subjective, and the results of evaluation and analysis often vary greatly with age and experience. Even the same person can get different results due to physical conditions and emotional changes. Moreover, olfactory identification is a process of inhalation of volatile substances. Long-term experiments will cause harm to human health, and some bad smells will make the judges particularly sensitive and cause errors in the results; The evaluation team is composed of personnel, the process is relatively cumbersome, and the evaluation results are often not repeatable.
而鱼肉是一种食品原料,目前,尚无有效的方法对冷冻鱼肉的品质进行检测。And fish meat is a kind of food raw material, at present, there is no effective method to detect the quality of frozen fish meat.
中国专利授权公告号:CN101769889A,授权公告日2010年7月7日,公开了一种农产品品质检测的电子鼻系统,包括一主要完成对低浓度气味收集的气体富集模块,一主要把气味信号转化为电信号的气室气路模块及传感器阵列,一主要对传感器阵列输出信号进行滤波、模数转换、特征提取的传感器调理电路与数据预处理模块,一对信号进行识别和判断、且带有数据存储的嵌入式系统,一显示与结果输出模块;所述的气体富集模块由装填有吸附剂的吸附管、电热丝和温控装置构成。该发明具有功能单一,检测时间长,不适合家用的不足。Chinese patent authorization announcement number: CN101769889A, authorized announcement date July 7, 2010, discloses an electronic nose system for quality inspection of agricultural products, including a gas enrichment module that mainly completes the collection of low-concentration odors, and a main odor signal The gas chamber air circuit module and sensor array that converts electrical signals, a sensor conditioning circuit and data preprocessing module that mainly filter, analog-to-digital conversion, and feature extraction output signals from the sensor array, identify and judge a pair of signals, and bring An embedded system with data storage, a display and result output module; the gas enrichment module is composed of an adsorption tube filled with adsorbent, an electric heating wire and a temperature control device. The invention has the disadvantages of single function, long detection time and being unsuitable for household use.
发明内容Contents of the invention
本发明的发明目的是为了克服现有技术中的检测装置的价格昂贵、体积大的不足,提供了一种可准确检测冷冻鱼肉是否腐败的便携式冷冻鱼肉品质检测装置及检测方法。The object of the present invention is to provide a portable frozen fish quality detection device and detection method that can accurately detect whether the frozen fish is spoiled in order to overcome the disadvantages of expensive and bulky detection devices in the prior art.
为了实现上述目的,本发明采用以下技术方案:In order to achieve the above object, the present invention adopts the following technical solutions:
一种便携式冷冻鱼肉品质检测装置,包括检测探头、与检测探头相连接的微型气泵和气室、运算放大器、数据采集卡、存储器、微处理器、显示屏、气泵流速调接开关和若干个控制按钮;运算放大器的输出端与数据采集卡电连接,所述微处理器分别与数据采集卡、显示屏、存储器、气泵和各个控制按钮电连接;检测探头的自由端上设有进气口,进气口上设有过滤网,过滤网内侧的进气口内设有过滤垫;所述气室内设有若干个气体敏感膜,各个气体敏感膜分别与运算放大器的输入端电连接。气泵流速调接开关用于调节气流的流速,分为强、中、弱3档,分别对应流速的大、中、小。可以在检测过程中用于控制气流的流速。过滤网用于防止尺寸较大的杂质进入检测探头,过滤垫用于防止尺寸较小的杂质进入检测探头。A portable frozen fish meat quality detection device, including a detection probe, a miniature air pump and an air chamber connected to the detection probe, an operational amplifier, a data acquisition card, a memory, a microprocessor, a display screen, an air pump flow rate adjustment switch and several control buttons The output terminal of the operational amplifier is electrically connected with the data acquisition card, and the microprocessor is electrically connected with the data acquisition card, display screen, memory, air pump and each control button respectively; A filter screen is provided on the gas port, and a filter pad is provided in the air inlet inside the filter screen; several gas-sensitive films are provided in the air chamber, and each gas-sensitive film is respectively electrically connected to the input end of the operational amplifier. The flow rate adjustment switch of the air pump is used to adjust the flow rate of the air flow, which is divided into three levels: strong, medium and weak, corresponding to the large, medium and small flow rates respectively. It can be used to control the flow rate of the gas flow during the detection process. The filter screen is used to prevent large-sized impurities from entering the detection probe, and the filter pad is used to prevent small-sized impurities from entering the detection probe.
测量过程中,测量者一只手握住检测探头,将进气口靠近被检测鱼肉,另外一只手在控制按钮上进行选择操作,检测装置开始测量。微处理器对检测的数据进行计算和分析,当判断得出鱼肉已经腐败,则微处理器控制触摸屏显示该种肉类腐败的报警信息。During the measurement process, the measurer holds the detection probe with one hand, closes the air inlet to the fish to be detected, and performs a selection operation on the control button with the other hand, and the detection device starts to measure. The microprocessor calculates and analyzes the detected data, and when it is judged that the fish meat is spoiled, the microprocessor controls the touch screen to display the alarm information of the meat spoilage.
本发明的冷冻鱼肉品质检测装置经济性好、体积小、便于携带、检测简单、快速、适合家庭使用,可为提高食品材料的安全性提供可靠保证。The frozen fish meat quality detection device of the present invention is economical, small in size, easy to carry, simple and fast in detection, suitable for home use, and can provide reliable guarantee for improving the safety of food materials.
作为优选,所述气体敏感膜为8个,分别为用于检测硫化物的第一气体敏感膜,用于检测氢气的第二气体敏感膜,用于检测氨气的第三气体敏感膜,用于检测酒精、甲苯、二甲苯的第四气体敏感膜,用于检测碳氢组分气体的第五气体敏感膜,用于检测甲烷和丙烷的第六气体敏感膜,用于检测氮氧化物的第七气体敏感膜,用于检测丁烷的第八气体敏感膜。Preferably, there are eight gas-sensitive membranes, which are respectively the first gas-sensitive membrane for detecting sulfide, the second gas-sensitive membrane for detecting hydrogen, and the third gas-sensitive membrane for detecting ammonia. The fourth gas sensitive membrane for detecting alcohol, toluene and xylene, the fifth gas sensitive membrane for detecting hydrocarbon gas, the sixth gas sensitive membrane for detecting methane and propane, and the sixth gas sensitive membrane for detecting nitrogen oxides The seventh gas sensitive membrane, the eighth gas sensitive membrane for detecting butane.
作为优选,所述气体敏感膜呈长度为12至15.5毫米的两端开口中空纺锤体状,所述气室中设有长方形绝缘电路板上,各个气体敏感膜等间隔焊接在绝缘电路板上,气体敏感膜中部直径为3.3毫米至3.6毫米,气体敏感膜两端直径均为1.5至1.7毫米,气体敏感膜的厚度为1毫米至1.3毫米;气体敏感膜的空腔内设有加热电阻丝,加热电阻丝两端分别通过加热引脚与电源电连接,气体敏感膜上设有两个检测引脚和与绝缘电路板相连接的两个固定引脚,两个检测引脚分别与运算放大器的同相输入端和反相输入端电连接。As a preference, the gas-sensitive film is in the shape of a hollow spindle with openings at both ends and a length of 12 to 15.5 mm, and a rectangular insulating circuit board is arranged in the gas chamber, and each gas-sensitive film is welded on the insulating circuit board at equal intervals. The diameter of the middle part of the gas sensitive film is 3.3 mm to 3.6 mm, the diameter of both ends of the gas sensitive film is 1.5 to 1.7 mm, and the thickness of the gas sensitive film is 1 mm to 1.3 mm; the cavity of the gas sensitive film is provided with a heating resistance wire, The two ends of the heating resistance wire are electrically connected to the power supply through the heating pins respectively. There are two detection pins and two fixed pins connected to the insulating circuit board on the gas sensitive film. The two detection pins are respectively connected to the operational amplifier. The non-inverting input terminal and the inverting input terminal are electrically connected.
本发明的气体敏感膜的结构有助于提高气体检测精度,在工作状态下,气体敏感膜被电阻丝加热至300~480℃,当被测气体被携带至传感器敏感膜表面时,气体分子在高温的作用下被氧化,氧化产物附着在气体敏感膜表面,引起气体敏感膜电阻的变化,依据这个电阻值的变化可以实现气体浓度的表征。本发明的不同气体敏感膜采用不同材料制备,每种气体敏感膜只对特定气体敏感,即气体敏感膜具有特异性。The structure of the gas-sensitive film of the present invention helps to improve the gas detection accuracy. In the working state, the gas-sensitive film is heated to 300-480°C by the resistance wire. When the measured gas is carried to the surface of the sensor sensitive film, the gas molecules are It is oxidized under the action of high temperature, and the oxidation products are attached to the surface of the gas sensitive membrane, causing the change of the resistance of the gas sensitive membrane. According to the change of the resistance value, the gas concentration can be characterized. Different gas-sensitive films of the present invention are made of different materials, and each gas-sensitive film is only sensitive to a specific gas, that is, the gas-sensitive film has specificity.
作为优选,所述气室的宽度为0.9厘米至1.2厘米,长度为1.5至1.9厘米,厚度为0.35厘米至0.5厘米。气室尺寸较小的好处是避免了湍流的存在,检测精度高,需要的进气量小。Preferably, the air chamber has a width of 0.9 cm to 1.2 cm, a length of 1.5 cm to 1.9 cm, and a thickness of 0.35 cm to 0.5 cm. The advantage of the smaller size of the air chamber is that it avoids the existence of turbulent flow, has high detection accuracy, and requires a small amount of air intake.
作为优选,靠近进气口的检测探头上还设有可拆卸盖板;还包括壳体,所述气室、运算放大器、数据采集卡、存储器和微处理器位于壳体内,所述显示屏和各个控制按钮位于壳体上,壳体的长度为16厘米至20厘米,宽度为6厘米至8厘米,厚度为1.5厘米至2厘米。As preferably, a detachable cover plate is also provided on the detection probe near the air inlet; a housing is also included, and the air chamber, operational amplifier, data acquisition card, memory and microprocessor are located in the housing, and the display screen and Each control button is located on the shell, and the length of the shell is 16 cm to 20 cm, the width is 6 cm to 8 cm, and the thickness is 1.5 cm to 2 cm.
作为优选,运算放大器为UPC4570低噪运算贴片放大器,数据采集卡为基于MSP430F5438的低功耗嵌入式数据采集卡,微处理器为MSP430F149低功耗嵌入式MCU。Preferably, the operational amplifier is a UPC4570 low-noise operational patch amplifier, the data acquisition card is a low-power embedded data acquisition card based on MSP430F5438, and the microprocessor is an MSP430F149 low-power embedded MCU.
贴片放大器、基于MSP430F5438的低功耗嵌入式数据采集卡、MSP430F149低功耗嵌入式单片机及触摸屏的选择,使得本发明的检测装置体积小、重量轻、便于携带,更适合家庭使用。SMD amplifier, low-power embedded data acquisition card based on MSP430F5438, MSP430F149 low-power embedded single-chip microcomputer and touch screen selection make the detection device of the present invention small in size, light in weight, easy to carry, and more suitable for home use.
一种冷冻鱼肉品质检测装置的检测方法,包括如下步骤:A detection method of a frozen fish meat quality detection device, comprising the steps of:
(7-1)存储器中设有级联双稳态随机共振系统模型,所述级联双稳态随机共振系统模型包括一级双稳态随机共振系统模型:和以一级双稳态随机共振系统模型的输出x(t)作为输入信号的二级双稳态随机共振系统模型:其中,V(x)和V(y)为非线性对称势函数,ξ(t)为高斯白噪声,a和b是输入信号强度,f0是调制信号频率,D是噪声强度,为相位,x和y为质点运动位移,t为时间;(7-1) A cascaded bistable stochastic resonance system model is provided in the memory, and the cascaded bistable stochastic resonance system model includes a first-order bistable stochastic resonance system model: and the second-order bistable stochastic resonance system model with the output x(t) of the first-order bistable stochastic resonance system model as the input signal: Among them, V(x) and V(y) are nonlinear symmetric potential functions, ξ(t) is Gaussian white noise, a and b are the input signal strength, f0 is the modulation signal frequency, D is the noise strength, is the phase, x and y are the motion displacement of the particle, and t is the time;
存储器中还设有与单级随机共振系统模型和信噪比计算公式:
(7-2)将冷冻的鱼肉样品从冷冻装置中取出,在室温下放置30分钟至1小时,将检测探头的进气口靠近鱼肉样品,微处理器控制检测探头将肉类散发出的挥发性气体吸入气室中5至20秒,挥发性气体与设于气室内的各个气体敏感膜相接触,各个气体敏感膜分别产生响应信号,微处理器计算各个响应信号的平均信号,得到检测信号I(t).(7-2) Take the frozen fish sample out of the freezer, place it at room temperature for 30 minutes to 1 hour, put the air inlet of the detection probe close to the fish sample, and the microprocessor controls the detection probe to evaporate the volatile gas emitted by the meat. The volatile gas is inhaled into the air chamber for 5 to 20 seconds, the volatile gas is in contact with each gas sensitive film installed in the air chamber, and each gas sensitive film generates a response signal respectively, and the microprocessor calculates the average signal of each response signal to obtain the detection signal I(t).
(7-3)将I(t)输入级联双稳态随机共振系统模型中,调节a和b的数值,使级联双稳态随机共振系统模型发生共振,微处理器将共振时的a和b值存储在存储器中;(7-3) Input I(t) into the cascaded bistable stochastic resonance system model, adjust the values of a and b, so that the cascaded bistable stochastic resonance system model resonates, and the microprocessor will resonate a and b values are stored in memory;
(7-4)微处理器设定级联双稳态随机共振系统模型中的一组f0、和t值,得到一组参数值x1,y1,将a、b和x1,y1代入公式中计算设定检测信号I(t)的恢复信号为将h(t)输入单级双稳态随机共振模型中,使单级双稳态随机共振模型发生共振;(7-4) The microprocessor sets a set of f 0 , and t value to get a set of parameter values x 1 , y 1 , and substitute a, b and x 1 , y 1 into the formula Calculated in Set the recovery signal of the detection signal I(t) as Input h(t) into the single-stage bistable stochastic resonance model to make the single-stage bistable stochastic resonance model resonate;
(7-5)微处理器利用公式计算激励噪声信噪比SNR,微处理器画出随机共振系统模型的输出信噪比谱图,在信噪比谱图中选取信噪比谱特征值噪声宽度W,并将信噪比谱特征值噪声宽度W与鱼肉的霉变阈值N相比较;当|W|≥|N|时,则微处理器控制显示屏显示鱼肉腐败的报警信息。(7-5) Microprocessor utilization formula Calculate the excitation noise signal-to-noise ratio SNR, the microprocessor draws the output signal-to-noise ratio spectrum diagram of the stochastic resonance system model, selects the signal-to-noise ratio spectrum characteristic value noise width W in the signal-to-noise ratio spectrum diagram, and sets the signal-to-noise ratio spectrum characteristic value The value noise width W is compared with the mildew threshold N of fish meat; when |W|≥|N|, the microprocessor controls the display screen to display the alarm information of fish meat corruption.
本发明的便携式鱼肉检测装置体积较小,气室体积较小,采用的微型气泵气体流量有限,检测的时间较短,数据采集卡采集的数据长度较少,通常需要采集1000个以上的数据才能得到准确的检测结果,而数据采集卡中采集的数据只有80至110个,采集的数据个数较低会导致检测准确度的下降。因此,本发明采用独特的数据恢复方法对低采样数据进行无损恢复,将有限个采样数据变成无限个数据,从而保证检测准确性的要求。The portable fish meat detection device of the present invention has small volume, small air chamber volume, limited gas flow rate of the micro-air pump adopted, short detection time, and less data length collected by the data acquisition card, usually requiring more than 1000 pieces of data to be collected. Accurate detection results can be obtained, but the data collected in the data acquisition card is only 80 to 110, and the low number of collected data will lead to a decline in detection accuracy. Therefore, the present invention adopts a unique data recovery method to perform non-destructive recovery on low-sampled data, and turns limited sampled data into unlimited data, thus ensuring the requirement of detection accuracy.
然后,将h(t)输入鱼肉的单级双稳态随机共振中,使单级双稳态随机共振发生共振;微处理器画出随机共振系统模型的输出信噪比谱图,在信噪比谱图中选取信噪比谱特征值噪声宽度W,并将信噪比谱特征值噪声宽度W与鱼肉的霉变阈值N相比较;当|W|≥|N|时,则微处理器控制触摸屏显示该种肉类腐败的报警信息。Then, input h(t) into the single-stage bistable stochastic resonance of the fish, so that the single-stage bistable stochastic resonance resonates; the microprocessor draws the output signal-to-noise ratio spectrum of the stochastic resonance system model. Select the signal-to-noise ratio spectrum eigenvalue noise width W in the ratio spectrum, and compare the signal-to-noise ratio spectrum eigenvalue noise width W with the mildew threshold N of fish meat; when |W|≥|N|, the microprocessor The control touch screen displays the alarm information of the corruption of this kind of meat.
作为优选,所述检测信号中包括80至110个检测数据。Preferably, the detection signal includes 80 to 110 detection data.
作为优选,所述单级双稳态随机共振模型为其中,V(x)为非线性对称势函数,ξ(t)为高斯白噪声,a1是输入信号强度,f0是调制信号频率,D是噪声强度,为相位,x为质点运动位移,t为时间。Preferably, the single-stage bistable stochastic resonance model is Among them, V(x) is the nonlinear symmetric potential function, ξ(t) is Gaussian white noise, a 1 is the input signal intensity, f 0 is the modulation signal frequency, D is the noise intensity, is the phase, x is the motion displacement of the particle, and t is the time.
因此,本发明具有如下有益效果:(1)经济性好、体积小、检测简单、快速;(2)适合家庭使用,可为提高鱼肉的安全性提供可靠保证。Therefore, the present invention has the following beneficial effects: (1) good economy, small size, simple and rapid detection; (2) suitable for family use, and can provide reliable guarantee for improving the safety of fish.
附图说明Description of drawings
图1是本发明的一种原理框图;Fig. 1 is a kind of functional block diagram of the present invention;
图2是本发明的实施例的一种流程图;Fig. 2 is a kind of flowchart of the embodiment of the present invention;
图3是本发明的绝缘电路板及气体敏感膜的一种结构示意图;Fig. 3 is a kind of structural representation of insulating circuit board and gas-sensitive film of the present invention;
图4是本发明的一种结构示意图;Fig. 4 is a kind of structural representation of the present invention;
图5是本发明的检测探头的一种结构示意图。Fig. 5 is a schematic structural view of the detection probe of the present invention.
图中:检测探头1、气泵2、气室3、运算放大器4、数据采集卡5、存储器6、微处理器7、显示屏8、控制按钮9、绝缘电路板10、调接开关11、进气口12、过滤网13、过滤垫14、盖板15、壳体16、加热引脚17、检测引脚18、固定引脚19、气体敏感膜20。In the figure: detection probe 1, air pump 2, air chamber 3, operational amplifier 4, data acquisition card 5, memory 6, microprocessor 7, display screen 8, control button 9, insulating circuit board 10, adjustment switch 11, Air port 12, filter screen 13, filter pad 14, cover plate 15, housing 16, heating pin 17, detection pin 18, fixing pin 19, gas sensitive film 20.
具体实施方式Detailed ways
下面结合附图和具体实施方式对本发明做进一步的描述。The present invention will be further described below in conjunction with the accompanying drawings and specific embodiments.
如图1、图4、图5所示的实施例是一种便携式冷冻鱼肉品质检测装置,包括检测探头1、与检测探头相连接的微型气泵2和气室3、运算放大器4、数据采集卡5、存储器6、微处理器7、显示屏8、气泵流速调接开关11和7个控制按钮9;运算放大器的输出端与数据采集卡电连接,微处理器分别与数据采集卡、显示屏、存储器、气泵和6个控制按钮电连接;检测探头的自由端上设有进气口12,进气口上设有金属过滤网13,过滤网内侧的进气口内设有海绵过滤垫14;气室内设有8个气体敏感膜20,8个气体敏感膜分别与运算放大器的输入端电连接。The embodiment shown in Fig. 1, Fig. 4, Fig. 5 is a kind of portable frozen fish meat quality detection device, comprises detection probe 1, the miniature air pump 2 that is connected with detection probe and air chamber 3, operational amplifier 4, data acquisition card 5 , memory 6, microprocessor 7, display screen 8, air pump flow rate adjustment switch 11 and 7 control buttons 9; the output end of the operational amplifier is electrically connected with the data acquisition card, and the microprocessor is respectively connected with the data acquisition card, display screen, The memory, the air pump and 6 control buttons are electrically connected; the free end of the detection probe is provided with an air inlet 12, the air inlet is provided with a metal filter 13, and the air inlet inside the filter is provided with a sponge filter pad 14; Eight gas-sensitive films 20 are arranged in the chamber, and the eight gas-sensitive films are respectively electrically connected to the input terminals of the operational amplifier.
如图3所示,8个气体敏感膜分别为用于检测硫化物的第一气体敏感膜,用于检测氢气的第二气体敏感膜,用于检测氨气的第三气体敏感膜,用于检测酒精、甲苯、二甲苯的第四气体敏感膜,用于检测碳氢组分气体的第五气体敏感膜,用于检测甲烷和丙烷的第六气体敏感膜,用于检测氮氧化物的第七气体敏感膜,用于检测丁烷的第八气体敏感膜。As shown in Figure 3, the eight gas-sensitive membranes are respectively the first gas-sensitive membrane for detecting sulfide, the second gas-sensitive membrane for detecting hydrogen, the third gas-sensitive membrane for detecting ammonia, and the third gas-sensitive membrane for detecting ammonia. The fourth gas-sensitive membrane for detecting alcohol, toluene, and xylene, the fifth gas-sensitive membrane for detecting hydrocarbon gas, the sixth gas-sensitive membrane for detecting methane and propane, and the sixth gas-sensitive membrane for detecting nitrogen oxides Seven gas-sensitive membranes, eighth gas-sensitive membranes for detecting butane.
气体敏感膜呈长度为15.5毫米的两端开口中空纺锤体状,所述气室中设有长方形绝缘电路板10上,各个气体敏感膜等间隔焊接在绝缘电路板上,气体敏感膜中部直径为3.6毫米,气体敏感膜两端直径均为1.5毫米,气体敏感膜的厚度为1毫米;气体敏感膜的空腔内设有加热电阻丝,加热电阻丝两端分别通过加热引脚17与电源电连接,气体敏感膜上设有两个检测引脚18和与绝缘电路板相连接的两个固定引脚19,两个检测引脚分别与运算放大器的同相输入端和反相输入端电连接。气室的宽度为1厘米,长度为1.7厘米,厚度为0.4厘米。The gas-sensitive film is in the shape of a hollow spindle with two ends openings with a length of 15.5 mm. The gas chamber is provided with a rectangular insulating circuit board 10, and each gas-sensitive film is welded on the insulating circuit board at equal intervals. The diameter of the middle part of the gas-sensitive film is 3.6 mm, the diameter of both ends of the gas sensitive film is 1.5 mm, and the thickness of the gas sensitive film is 1 mm; a heating resistance wire is arranged in the cavity of the gas sensitive film, and the two ends of the heating resistance wire pass through the heating pin 17 and the power supply wire respectively. connection, two detection pins 18 and two fixed pins 19 connected to the insulating circuit board are provided on the gas sensitive film, and the two detection pins are respectively electrically connected to the non-inverting input terminal and the inverting input terminal of the operational amplifier. The air chamber has a width of 1 cm, a length of 1.7 cm, and a thickness of 0.4 cm.
靠近进气口的检测探头上还设有可拆卸盖板;还包括壳体16,气室、运算放大器、数据采集卡、存储器和微处理器位于壳体内,所述显示屏和各个控制按钮位于壳体上,壳体的长度为18厘米,宽度为6.8厘米,厚度为1.7厘米。The detection probe near the air inlet is also provided with a detachable cover plate; it also includes a housing 16, the air chamber, operational amplifier, data acquisition card, memory and microprocessor are located in the housing, and the display screen and each control button are located in the housing. On the casing, the length of the casing is 18 cm, the width is 6.8 cm, and the thickness is 1.7 cm.
7个控制按钮为电源按钮、测量按钮、复位按钮和4个方向按钮。当检测探头接触检测样品后,按下测量按钮,则检测装置开始测量。当检测结束时,再按一次测量按钮,检测停止并自动保存数据和进行分析,给出结果。复位按钮是用于复位重置使用的,是系统重置过程,防止系统死机失灵。The 7 control buttons are power button, measure button, reset button and 4 direction buttons. When the detection probe touches the detection sample, the measurement button is pressed, and the detection device starts to measure. When the test is over, press the measurement button again, the test stops and the data is automatically saved and analyzed, and the result is given. The reset button is used for reset and reset, which is the system reset process to prevent the system from crashing and malfunctioning.
4个方向按钮是配合进行菜单操作的,可以灵活的根据触摸屏上的菜单信息上、下、左、右移动光标,如果要进入哪个方向的菜单,就长按该方向的按钮即可。向左是退出,向右进入菜单,上、下进行同级菜单的选择。The 4 direction buttons are used to operate the menu. You can flexibly move the cursor up, down, left, and right according to the menu information on the touch screen. If you want to enter the menu in any direction, just press and hold the button in that direction. Left is to exit, right to enter the menu, up and down to select the menu of the same level.
运算放大器为UPC4570低噪运算贴片放大器,数据采集卡为基于MSP430F5438的低功耗嵌入式数据采集卡,微处理器为MSP430F149低功耗嵌入式MCU。The operational amplifier is a UPC4570 low-noise operational patch amplifier, the data acquisition card is a low-power embedded data acquisition card based on MSP430F5438, and the microprocessor is an MSP430F149 low-power embedded MCU.
如图2所示的一种冷冻鱼肉品质检测装置的检测方法,包括如下步骤:A kind of detection method of frozen fish meat quality detection device as shown in Figure 2, comprises the steps:
(7-1)存储器中设有级联双稳态随机共振系统模型,所述级联双稳态随机共振系统模型包括一级双稳态随机共振系统模型:和以一级双稳态随机共振系统模型的输出x(t)作为输入信号的二级双稳态随机共振系统模型:其中,V(x)和V(y)为非线性对称势函数,ξ(t)为高斯白噪声,a和b是输入信号强度,f0是调制信号频率,D是噪声强度,为相位,x和y为质点运动位移,t为时间;(7-1) A cascaded bistable stochastic resonance system model is provided in the memory, and the cascaded bistable stochastic resonance system model includes a first-order bistable stochastic resonance system model: and the second-order bistable stochastic resonance system model with the output x(t) of the first-order bistable stochastic resonance system model as the input signal: Among them, V(x) and V(y) are nonlinear symmetric potential functions, ξ(t) is Gaussian white noise, a and b are the input signal strength, f0 is the modulation signal frequency, D is the noise strength, is the phase, x and y are the motion displacement of the particle, and t is the time;
存储器中还设有与单级随机共振系统模型和信噪比计算公式:
本实施例中,鱼肉的霉变阈值N=-45.63dB。In this embodiment, the mildew threshold of fish meat N=-45.63dB.
步骤100,将冷冻的鱼肉样品从冷冻装置中取出,在室温下放置30分钟,将检测探头的进气口靠近鱼肉样品,微处理器控制检测探头将肉类散发出的挥发性气体吸入气室中20秒,挥发性气体与设于气室内的各个气体敏感膜相接触,各个气体敏感膜分别产生响应信号,微处理器计算各个响应信号的平均信号,得到检测信号I(t);Step 100, take the frozen fish sample out of the freezer, place it at room temperature for 30 minutes, put the air inlet of the detection probe close to the fish sample, and the microprocessor controls the detection probe to suck the volatile gas emitted by the meat into the air chamber In 20 seconds, the volatile gas is in contact with each gas-sensitive film arranged in the gas chamber, and each gas-sensitive film generates a response signal respectively, and the microprocessor calculates the average signal of each response signal to obtain the detection signal I(t);
步骤200,将I(t)输入级联双稳态随机共振系统模型中,调节a和b的数值,使级联双稳态随机共振系统模型发生共振,微处理器将共振时的a=7.5和b=2.4值存储在存储器中;Step 200, input I(t) into the cascaded bistable stochastic resonance system model, adjust the values of a and b, so that the cascaded bistable stochastic resonance system model resonates, and the microprocessor will resonate a=7.5 and b=2.4 values are stored in memory;
步骤300,微处理器设定级联双稳态随机共振系统模型中的一组和t=1.5值,得到一组参数值x1=0.58,y1=1.14,将a=7.5、b=2.4和x1=0.58,y1=1.14,代入公式中计算得到设定检测信号I(t)的恢复信号为h(t)=-0.98t+0.9t3,将h(t)输入鱼肉的单级双稳态随机共振模型中,使单级双稳态随机共振模型发生共振;不同肉类的单级双稳态随机共振模型各不相同;Step 300, the microprocessor sets a group of cascaded bistable stochastic resonance system models and t=1.5 value, get a set of parameter values x 1 =0.58, y 1 =1.14, put a=7.5, b=2.4 and x 1 =0.58, y 1 =1.14 into the formula Calculated in get Set the recovery signal of the detection signal I(t) as h(t)=-0.98t+0.9t 3 , and input h(t) into the single-stage bistable stochastic resonance model of fish In the process, the single-stage bistable stochastic resonance model is resonated; the single-stage bistable stochastic resonance models of different meats are different;
步骤400,微处理器利用公式计算激励噪声信噪比SNR,微处理器画出随机共振系统模型的输出信噪比谱图,在输出信噪比谱图中选取信噪比谱特征值噪声宽度W,并将信噪比谱特征值噪声宽度W与鱼肉的霉变阈值N相比较;当|W|≥|N|时,则微处理器控制触摸屏显示鱼肉腐败的报警信息。Step 400, the microprocessor utilizes the formula Calculate the excitation noise signal-to-noise ratio SNR, the microprocessor draws the output signal-to-noise ratio spectrum diagram of the stochastic resonance system model, selects the signal-to-noise ratio spectrum eigenvalue noise width W in the output signal-to-noise ratio spectrum diagram, and converts the signal-to-noise ratio spectrum The eigenvalue noise width W is compared with the mildew threshold N of fish; when |W|≥|N|, the microprocessor controls the touch screen to display the alarm information of fish corruption.
本实施例中,微处理器画出被检测的鱼肉输出信噪比谱图,在输出信噪比谱图中作一条纵坐标等于-90dB的直线,得到直线与曲线的在峰谷附近的两个交点的横坐标W1=107dB和W2=206dB,W=W2-W1=99dB。In the present embodiment, the microprocessor draws the output signal-to-noise ratio spectrogram of the detected fish meat, and makes a straight line whose ordinate is equal to -90dB in the output signal-to-noise ratio spectrogram, and obtains the two near peaks and valleys of the straight line and the curve. The abscissas of the intersection points are W 1 =107dB and W 2 =206dB, W=W 2 -W 1 =99dB.
本实施例中,冷冻鱼肉的W=99dB,冷冻鱼肉的霉变阈值N=-45.63dB;因此,冷冻鱼肉的|W|>|N|,则微处理器控制触摸屏显示冷冻鱼肉腐败的报警信息。In this embodiment, W=99dB of frozen fish, and the mildew threshold N=-45.63dB of frozen fish; therefore, |W|>|N| of frozen fish, then the microprocessor controls the touch screen to display the alarm information of frozen fish corruption .
应理解,本实施例仅用于说明本发明而不用于限制本发明的范围。此外应理解,在阅读了本发明讲授的内容之后,本领域技术人员可以对本发明作各种改动或修改,这些等价形式同样落于本申请所附权利要求书所限定的范围。It should be understood that this embodiment is only used to illustrate the present invention but not to limit the scope of the present invention. In addition, it should be understood that after reading the teachings of the present invention, those skilled in the art can make various changes or modifications to the present invention, and these equivalent forms also fall within the scope defined by the appended claims of the present application.
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