CN115993343A - Detection method, near-infrared spectrum monitoring device and storage medium - Google Patents

Detection method, near-infrared spectrum monitoring device and storage medium Download PDF

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CN115993343A
CN115993343A CN202310154432.7A CN202310154432A CN115993343A CN 115993343 A CN115993343 A CN 115993343A CN 202310154432 A CN202310154432 A CN 202310154432A CN 115993343 A CN115993343 A CN 115993343A
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monitoring device
light intensity
actual
spectral data
spectrum data
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李客南
谢鹏
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Shenzhen Nb Innovations Technology Co ltd
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Abstract

The invention discloses a detection method, a near infrared spectrum type monitoring device and a storage medium, wherein the method comprises the following steps: determining the current actual light intensity when the near infrared spectrum monitoring device irradiates the object to be detected; acquiring reference spectrum data corresponding to actual light intensity; acquiring corresponding actual spectrum data when the object to be measured is irradiated based on actual light intensity; comparing the actual spectrum data with the reference spectrum data; and determining the component information of the object to be detected according to the comparison result. When the near infrared spectrum type monitoring device is used for detecting the composition of the to-be-detected object, the current actual light intensity when the near infrared spectrum type monitoring device emits light to irradiate the to-be-detected object is firstly determined, the reference spectrum data corresponding to the actual light intensity is used as a reference standard, so that the reference standard when the composition of the to-be-detected object is detected is accurate, the actual spectrum data corresponding to the actual light intensity when the to-be-detected object is irradiated is obtained based on the comparison, and the component information of the to-be-detected object is accurately obtained.

Description

检测方法、近红外光谱式监测装置及存储介质Detection method, near-infrared spectrum monitoring device and storage medium

技术领域technical field

本发明涉及检测技术领域,尤其涉及一种检测方法、近红外光谱式监测装置及存储介质。The invention relates to the technical field of detection, in particular to a detection method, a near-infrared spectrum monitoring device and a storage medium.

背景技术Background technique

近红外光谱分析方法是利用各种物质组分对特定频率的光产生差异性吸收的特点,结合化学计量学方法实现对物质组分进行定量和定性分析。利用近红外光谱式监测装置采集光谱时,常基于近红外光谱式监测装置的初始光强所确定对应的光谱数据作为参考数据,与实际光强获取得到的实际光谱数据进行比对,以确定物质组分,然而经过长时间的使用,光谱仪的光源会发生衰减,光强会下降,甚至对应照射光的光谱也会缺失,若基于近红外光谱式监测装置的初始光强所确定对应的光谱数据作为参考数据,会导致对物质组分的分析不准确。The near-infrared spectroscopy analysis method is to use the characteristics of various material components to produce differential absorption of light of specific frequencies, combined with chemometric methods to achieve quantitative and qualitative analysis of material components. When using a near-infrared spectroscopy monitoring device to collect spectra, the corresponding spectral data determined based on the initial light intensity of the near-infrared spectroscopy monitoring device is often used as reference data, and compared with the actual spectral data obtained by the actual light intensity to determine the substance However, after a long period of use, the light source of the spectrometer will attenuate, the light intensity will drop, and even the spectrum corresponding to the irradiated light will be missing. If the corresponding spectral data is determined based on the initial light intensity of the near-infrared spectral monitoring device As a reference data, it will lead to inaccurate analysis of the material composition.

上述内容仅用于辅助理解本发明的技术方案,并不代表承认上述内容是现有技术。The above content is only used to assist in understanding the technical solution of the present invention, and does not mean that the above content is admitted as prior art.

发明内容Contents of the invention

本发明的主要目的在于提供一种检测方法、近红外光谱式监测装置及存储介质,旨在解决基于近红外光谱式监测装置的初始光强所确定对应的光谱数据作为参考数据,会导致对物质组分的分析不准确的问题。The main purpose of the present invention is to provide a detection method, a near-infrared spectroscopy monitoring device and a storage medium, aiming at solving the problem of using the corresponding spectral data determined based on the initial light intensity of the near-infrared spectroscopy monitoring device as reference data, which may cause serious problems with substances The problem of inaccurate analysis of components.

为实现上述目的,本发明提供一种检测方法,应用于近红外光谱式监测装置,所述检测方法包括:In order to achieve the above object, the present invention provides a detection method, which is applied to a near-infrared spectrum monitoring device, and the detection method includes:

确定所述近红外光谱式监测装置照射待测物品时当前的实际光强;Determine the current actual light intensity when the near-infrared spectral monitoring device irradiates the item to be tested;

获取所述实际光强对应的参考光谱数据;Acquiring reference spectral data corresponding to the actual light intensity;

获取基于所述实际光强照射待测物品时对应的实际光谱数据;Acquiring corresponding actual spectral data when the item to be tested is irradiated based on the actual light intensity;

比对所述实际光谱数据与所述参考光谱数据;comparing the actual spectral data with the reference spectral data;

根据比对结果确定待测物品的组分信息。Determine the component information of the item to be tested according to the comparison result.

可选地,获取所述实际光强对应的参考光谱数据的步骤之前,还包括:Optionally, before the step of obtaining the reference spectral data corresponding to the actual light intensity, it also includes:

按照预设输出电流控制所述近红外光谱式监测装置照射目标区域,所述目标区域采用全反射材料制成的白板;According to the preset output current, the near-infrared spectrum monitoring device is controlled to irradiate the target area, and the target area is made of a whiteboard made of a total reflection material;

获取基于所述输出电流,所述近红外光谱式监测装置照射目标区域时对应的参考光谱数据;Obtaining reference spectral data corresponding to when the near-infrared spectral monitoring device irradiates the target area based on the output current;

关联所述输出电流、所述输出电流对应的光强以及所述参考光谱数据。Correlating the output current, the light intensity corresponding to the output current, and the reference spectral data.

可选地,全反射材料采用特氟龙。Optionally, Teflon is used as the total reflection material.

可选地,输出电流不同,关联的所述参考光谱数据不同。Optionally, the output currents are different, and the associated reference spectral data are different.

可选地,获取所述实际光强对应的参考光谱数据的步骤之前,还包括:Optionally, before the step of obtaining the reference spectral data corresponding to the actual light intensity, it also includes:

确定所述近红外光谱式监测装置的监测装置标识;Determine the monitoring device identification of the near-infrared spectroscopy monitoring device;

根据所述监测装置标识生成所述近红外光谱式监测装置的参考光谱数据的请求信息;generating request information for reference spectral data of the near-infrared spectroscopy monitoring device according to the monitoring device identification;

向服务器发送所述请求信息,所述请求信息包括监测装置标识;sending the request information to a server, where the request information includes a monitoring device identifier;

获取基于所述请求信息反馈的光强与所述参考光谱数据之间的映射关系。A mapping relationship between the light intensity fed back based on the request information and the reference spectral data is acquired.

可选地,检测方法还包括:Optionally, the detection method also includes:

检测到所述近红外光谱之监测装置照射待测物品时,执行所述确定所述近红外光谱式监测装置的监测装置标识的步骤。When the near-infrared spectrum monitoring device is detected to irradiate the object to be tested, the step of determining the monitoring device identification of the near-infrared spectrum monitoring device is executed.

可选地,获取基于所述实际光强照射待测物品时对应的实际光谱数据的步骤包括:Optionally, the step of obtaining corresponding actual spectral data when the item under test is irradiated based on the actual light intensity includes:

获取基于所述实际光强照射待测物品时对应的检测光谱数据以及环境温度;Acquiring corresponding detection spectrum data and ambient temperature when the item to be tested is irradiated based on the actual light intensity;

根据所述环境温度对所述检测光谱数据进行补偿,确定所述实际光谱数据。Compensating the detected spectral data according to the ambient temperature to determine the actual spectral data.

根据所述环境温度对所述检测光谱数据进行补偿,确定所述实际光谱数据的步骤包括:Compensating the detected spectral data according to the ambient temperature, and determining the actual spectral data includes:

基于温度补偿表获取所述环境温度对应的光谱数据补偿值;Obtaining the spectral data compensation value corresponding to the ambient temperature based on the temperature compensation table;

根据所述光谱数据补偿值对所述检测光谱数据进行补偿,确定所述实际光谱数据。The detected spectral data is compensated according to the spectral data compensation value to determine the actual spectral data.

此外,为实现上述目的,本发明还提供一种近红外光谱式监测装置,所述近红外光谱式监测装置包括:存储器、处理器以及存储在所述存储器里并可在所述处理器上运行的检测程序,所述检测程序被所述处理器执行时实现如以上所述检测方法的各个步骤。In addition, in order to achieve the above object, the present invention also provides a near-infrared spectrum monitoring device, the near-infrared spectrum monitoring device includes: a memory, a processor, and a A detection program, when the detection program is executed by the processor, each step of the detection method as described above is realized.

此外,为实现上述目的,本发明还提供一种存储介质,所述存储介质上存储有检测程序,所述检测程序被所述处理器执行时实现如以上所述检测方法的各个步骤。In addition, to achieve the above object, the present invention also provides a storage medium, on which a detection program is stored, and when the detection program is executed by the processor, each step of the detection method as described above is realized.

本发明提出的检测方法、近红外光谱式监测装置及存储介质,通过在每次采用近红外光谱式监测装置检测待测物品的组成成分时,可先确定近红外光谱式监测装置发光照射待测物品时当前的实际光强,将获取的实际光强对应的参考光谱数据作为参考基准,以使得每次采用近红外光谱式监测装置检测待测物品的组成成分时的参考基准是准确的,进而获取基于实际光强照射待测物品时对应的实际光谱数据,通过比对实际光谱数据与参考光谱数据,以根据比对结果准确获取得到待测物品的组分信息。The detection method, the near-infrared spectrum monitoring device and the storage medium proposed by the present invention can first determine that the near-infrared spectrum monitoring device emits light and irradiates the components to be tested by using the near-infrared spectrum monitoring device to detect the composition of the item to be tested each time. The current actual light intensity of the item, the reference spectral data corresponding to the acquired actual light intensity is used as a reference standard, so that the reference standard is accurate each time the near-infrared spectral monitoring device is used to detect the composition of the item to be tested, and then Obtain the corresponding actual spectral data when the item to be tested is irradiated based on the actual light intensity, and compare the actual spectral data with the reference spectral data to accurately obtain the component information of the item to be tested according to the comparison result.

附图说明Description of drawings

图1为本发明的检测方法各个实施例涉及的近红外光谱式监测装置的结构示意图;Fig. 1 is the structural representation of the near-infrared spectroscopy monitoring device involved in each embodiment of the detection method of the present invention;

图2为本发明的检测方法一实施例的流程示意图;Fig. 2 is a schematic flow chart of an embodiment of the detection method of the present invention;

图3为探头模块的结构示意图。FIG. 3 is a schematic structural diagram of the probe module.

本发明目的的实现、功能特点及优点将结合实施例,参照附图做进一步说明。The realization of the purpose of the present invention, functional characteristics and advantages will be further described in conjunction with the embodiments and with reference to the accompanying drawings.

具体实施方式Detailed ways

应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。It should be understood that the specific embodiments described here are only used to explain the present invention, not to limit the present invention.

本发明提供一种检测方法,应用于近红外光谱式监测装置,所述检测方法包括:The present invention provides a detection method, which is applied to a near-infrared spectrum monitoring device, and the detection method comprises:

确定所述近红外光谱式监测装置照射待测物品时当前的实际光强;Determine the current actual light intensity when the near-infrared spectral monitoring device irradiates the item to be tested;

获取所述实际光强对应的参考光谱数据;Acquiring reference spectral data corresponding to the actual light intensity;

获取基于所述实际光强照射待测物品时对应的实际光谱数据;Acquiring corresponding actual spectral data when the item to be tested is irradiated based on the actual light intensity;

比对所述实际光谱数据与所述参考光谱数据;comparing the actual spectral data with the reference spectral data;

根据比对结果确定待测物品的组分信息。Determine the component information of the item to be tested according to the comparison result.

本发明的检测方法通过在每次采用近红外光谱式监测装置检测待测物品的组成成分时,可先确定近红外光谱式监测装置发光照射待测物品时当前的实际光强,将获取的实际光强对应的参考光谱数据作为参考基准,以使得每次采用近红外光谱式监测装置检测待测物品的组成成分时的参考基准是准确的,进而获取基于实际光强照射待测物品时对应的实际光谱数据,通过比对实际光谱数据与参考光谱数据,以根据比对结果准确获取得到待测物品的组分信息。The detection method of the present invention can determine the current actual light intensity when the near-infrared spectrum monitoring device emits light and irradiates the object to be tested by using the near-infrared spectrum monitoring device to detect the composition of the item to be tested each time, and the actual light intensity obtained will be obtained. The reference spectral data corresponding to the light intensity is used as a reference standard, so that the reference standard is accurate each time the near-infrared spectral monitoring device is used to detect the composition of the item to be tested, and then the corresponding data when the item to be tested is irradiated based on the actual light intensity is obtained. The actual spectral data, by comparing the actual spectral data with the reference spectral data, can accurately obtain the component information of the item to be tested according to the comparison result.

在后续的描述中,使用用于表示元件的诸如“模块”、“部件”或者“单元”的后缀仅为了有利于本发明的说明,其本身没有特定的意义。因此,“模块”、“部件”或者“单元”可以混合地使用。In the following description, use of suffixes such as 'module', 'part' or 'unit' for denoting elements is only for facilitating description of the present invention, and has no specific meaning by itself. Therefore, 'module', 'part' or 'unit' may be mixedly used.

近红外光谱式监测装置可以以各种形式来实施。例如,本发明中描述的近红外光谱式监测装置可以包括诸如手机、平板电脑、笔记本电脑、掌上电脑、个人数字助理(Personal Digital Assistant,PDA)、便捷式媒体播放器(Portable Media Player,PMP)、导航装置、可穿戴设备、智能手环、计步器等移动终端。Near-infrared spectroscopy monitoring devices can be implemented in various forms. For example, the near-infrared spectrum monitoring device described in the present invention may include mobile phones, tablet computers, notebook computers, palmtop computers, personal digital assistants (Personal Digital Assistant, PDA), portable media players (Portable Media Player, PMP) , navigation devices, wearable devices, smart bracelets, pedometers and other mobile terminals.

本领域技术人员可以理解的是,除了特别用于移动目的元件之外,根据本发明的实施方式的构造也能够应用于固定类型的移动终端。It will be understood by those skilled in the art that the configuration according to the embodiments of the present invention can also be applied to a stationary type of mobile terminal, in addition to being specifically used for a mobile purpose element.

请参考图1,图1为本发明的检测方法各个实施例涉及的近红外光谱式监测装置的结构示意图。Please refer to FIG. 1 , which is a schematic structural diagram of a near-infrared spectroscopy monitoring device involved in various embodiments of the detection method of the present invention.

如图1所示,该近红外光谱式监测装置可以包括:存储器101以及处理器102。本领域技术人员可以理解,图1示出的终端的结构框图并不构成对终端的限定,终端可以包括比图示更多或更少的部件,或者组合某些部件,或者不同的部件布置。其中,存储器101中存储有操作系统以及检测程序。处理器102是近红外光谱式监测装置的控制中心,处理器102执行存储在存储器101内的检测程序,以实现本发明的检测方法各实施例的步骤。As shown in FIG. 1 , the near-infrared spectroscopy monitoring device may include: a memory 101 and a processor 102 . Those skilled in the art can understand that the structural block diagram of the terminal shown in FIG. 1 does not constitute a limitation on the terminal, and the terminal may include more or less components than shown in the figure, or combine certain components, or arrange different components. Wherein, an operating system and a detection program are stored in the memory 101 . The processor 102 is the control center of the near-infrared spectroscopy monitoring device, and the processor 102 executes the detection program stored in the memory 101 to realize the steps of each embodiment of the detection method of the present invention.

可选地,近红外光谱式监测装置还可包括显示单元103,显示单元103包括显示面板,可采用液晶显示器(Liquid Crystal Display,LCD)、有机发光二极管(Organic Light-Emitting Diode,OLED)等形式来配置显示面板,用于输出显示用户浏览的界面。Optionally, the near-infrared spectrum monitoring device can also include a display unit 103, and the display unit 103 includes a display panel, which can be in the form of a liquid crystal display (Liquid Crystal Display, LCD), an organic light-emitting diode (Organic Light-Emitting Diode, OLED) etc. To configure the display panel, which is used to output and display the interface browsed by the user.

可选地,近红外光谱式监测装置还包括通信单元104,通信单元104通过网络协议与服务器建立数据通信(该数据通信可为IP通信或者蓝牙通道),以实现与服务器之间进行数据传输。Optionally, the near-infrared spectroscopy monitoring device further includes a communication unit 104, which establishes data communication with the server through a network protocol (the data communication can be IP communication or Bluetooth channel), so as to realize data transmission with the server.

基于上述近红外光谱式监测装置的结构框图,提出本发明的检测方法的各个实施例。Based on the structural block diagram of the above-mentioned near-infrared spectroscopy monitoring device, various embodiments of the detection method of the present invention are proposed.

在一实施例中,本发明提供一种检测方法,请参考图2,图2为本发明的检测方法一实施例的流程示意图。在该实施例中,检测方法包括以下步骤:In an embodiment, the present invention provides a detection method, please refer to FIG. 2 , which is a schematic flowchart of an embodiment of the detection method of the present invention. In this embodiment, the detection method comprises the following steps:

步骤S10,确定近红外光谱式监测装置当前的实际光强;Step S10, determining the current actual light intensity of the near-infrared spectroscopy monitoring device;

步骤S20,获取所述实际光强对应的参考光谱数据;Step S20, acquiring reference spectral data corresponding to the actual light intensity;

步骤S30,获取基于所述实际光强照射待测物品时对应的实际光谱数据;Step S30, acquiring corresponding actual spectral data when the item to be tested is irradiated based on the actual light intensity;

步骤S40,比对所述实际光谱数据与所述参考光谱数据;Step S40, comparing the actual spectral data with the reference spectral data;

步骤S50,根据比对结果确定待测物品的组分信息。Step S50, determining the component information of the item to be tested according to the comparison result.

需要说明的是,近红外光谱式监测装置的探头模块主要负责采集待测物品的反射光信息,请参考图3,图3为探头模块的结构示意图,探头模块包括探头支架E、玻璃盖F、光源G、光传感器H、驱动电路I、光纤端头J、光纤K、电线L以及反光孔M。探头模块工作时由驱动电路驱动光源发光照射被测发酵物,反射光从反光孔进入光纤端头,以将反射光通过光纤传递到控制模块。It should be noted that the probe module of the near-infrared spectroscopy monitoring device is mainly responsible for collecting the reflected light information of the object to be tested. Please refer to Figure 3. Figure 3 is a schematic structural diagram of the probe module. The probe module includes a probe bracket E, a glass cover F, Light source G, light sensor H, driving circuit I, optical fiber end J, optical fiber K, electric wire L and light reflection hole M. When the probe module is working, the driving circuit drives the light source to illuminate the fermented product to be measured, and the reflected light enters the end of the optical fiber from the reflective hole, so that the reflected light is transmitted to the control module through the optical fiber.

在实际应用过程中,通过将近红外光谱式监测装置与待测物品直接接触,探头模块工作由驱动电路驱动光源发光,照射待测物品,反射光从光孔进入光纤端头,以将反射光通过光纤传递到控制模块,即可获取待测物品的光谱数据。In the actual application process, by directly contacting the near-infrared spectroscopy monitoring device with the object to be tested, the probe module works by driving the light source to emit light by the driving circuit, irradiating the object to be tested, and the reflected light enters the end of the optical fiber from the optical hole to pass the reflected light through The optical fiber is transmitted to the control module, and the spectral data of the object to be tested can be obtained.

可选地,控制模块设有近红外传感器,反射光通过光纤传递到控制模块的近红外传感器,以将反射光转换为光谱数据。Optionally, the control module is provided with a near-infrared sensor, and the reflected light is transmitted to the near-infrared sensor of the control module through an optical fiber to convert the reflected light into spectral data.

可选地,光源是指预设光谱范围的LED灯。Optionally, the light source refers to an LED lamp with a preset spectral range.

基于不同物质对不同波段的近红外光能量的吸收能力不同,在使用已知光谱的光源照射被测物时,通过比对反射光的光谱数据与照射光对应的参考光谱数据,可从反射光的光谱数据中分析计算待测物品的组成成分以及组成成分对应的含量,根据组成成分以及组成成分对应的含量,确定待测物品的物质组成参数。Based on the fact that different substances have different absorption capabilities for different bands of near-infrared light energy, when a light source with a known spectrum is used to irradiate the measured object, by comparing the spectral data of the reflected light with the reference spectral data corresponding to the irradiated light, it can be obtained from the reflected light Analyze and calculate the components of the item to be tested and the corresponding content of the components in the spectral data, and determine the material composition parameters of the item to be tested according to the components and the corresponding content of the components.

示例性地,待测物品如发酵物,发酵物如粮食谷物等。在窖池内的发酵物处于不同的发酵阶段时,可通过近红外光谱式监测装置的探头模块工作由驱动电路驱动光源发光,通过透光件照射被测发酵物,反射光从光孔进入光纤端头,以将反射光通过光纤传递到控制模块,获取得到窖池内对应的发酵物的光谱数据,进而基于发酵物的光谱数据中分析计算发酵物的总酸、含水量、含糖量以及淀粉含量中的至少一个。Exemplarily, the item to be tested is fermented product, fermented product such as grain and so on. When the fermented product in the cellar is in different stages of fermentation, the probe module of the near-infrared spectroscopy monitoring device can be used to drive the light source to emit light, and the fermented product to be tested is irradiated through the light-transmitting part, and the reflected light enters the optical fiber end from the light hole head to transmit the reflected light to the control module through the optical fiber to obtain the spectral data of the corresponding fermented product in the cellar, and then analyze and calculate the total acid, water content, sugar content and starch content of the fermented product based on the spectral data of the fermented product at least one of the

需要说明的是,利用近红外光谱式监测装置检测待测物品的组成成分时,常基于近红外光谱式监测装置的初始光强所确定对应的光谱数据作为参考数据,与实际光强获取得到的实际光谱数据进行比对,以确定物质组分,然而经过长时间的使用,光谱仪的光源会发生衰减,光强会下降,甚至对应照射光的光谱也会缺失,若基于近红外光谱式监测装置的初始光强所确定对应的光谱数据作为参考数据,会导致对物质组成成分的分析不准确,因而,在采用近红外光谱式监测装置检测待测物品的组成成分之前,均需要对近红外光谱式监测装置进行检测操作,以使得近红外光谱式监测装置基于当前的实际光强对应的参考光谱数据作为参考基准,以确保测量的准确性。It should be noted that when the near-infrared spectroscopy monitoring device is used to detect the composition of the item to be tested, the corresponding spectral data determined based on the initial light intensity of the near-infrared spectroscopy monitoring device is often used as reference data, which is different from the actual light intensity obtained. The actual spectral data is compared to determine the composition of the substance. However, after a long period of use, the light source of the spectrometer will attenuate, the light intensity will decrease, and even the spectrum corresponding to the irradiated light will be missing. If the monitoring device based on near-infrared spectroscopy The spectral data corresponding to the initial light intensity determined as reference data will lead to inaccurate analysis of the composition of the material. The detection operation is performed by the type monitoring device, so that the near-infrared spectrum type monitoring device is based on the reference spectral data corresponding to the current actual light intensity as a reference, so as to ensure the accuracy of the measurement.

在实际应用过程中,当采用近红外光谱式监测装置需要对待测物质进行长期检测,且无法随时取出近红外光谱式监测装置时,并无法对近红外光谱式监测装置进行检测,从而导致对待测物质的组成成分检测不准确。示例性地,如将近红外光谱式监测装置放置于白酒固态发酵池内部以长期检测窖池内的发酵物的发酵情况,近红外光谱式监测装置一旦安装设置于白酒固态发酵池内部,在窖池内的发酵物发酵数月后才能取出近红外光谱式监测装置的场景。为确保近红外光谱式监测装置测量的准确性,可基于下述步骤确定待测物品的组分信息:In the actual application process, when the near-infrared spectroscopy monitoring device is used for long-term detection of the substance to be tested, and the near-infrared spectroscopy monitoring device cannot be taken out at any time, the near-infrared spectroscopy monitoring device cannot be detected, resulting in the Inaccurate detection of the composition of the substance. Exemplarily, if the near-infrared spectroscopy monitoring device is placed inside the liquor solid-state fermentation tank to detect the fermentation status of the fermented product in the cellar for a long time, once the near-infrared spectroscopy monitoring device is installed inside the liquor solid-state fermentation tank, the The scene where the near-infrared spectroscopy monitoring device can only be taken out after several months of fermentation. In order to ensure the accuracy of the measurement by the near-infrared spectroscopy monitoring device, the component information of the item to be tested can be determined based on the following steps:

确定近红外光谱式监测装置当前的实际光强;Determine the current actual light intensity of the near-infrared spectroscopy monitoring device;

获取所述实际光强对应的参考光谱数据;Acquiring reference spectral data corresponding to the actual light intensity;

获取基于所述实际光强照射待测物品时对应的实际光谱数据;Acquiring corresponding actual spectral data when the item to be tested is irradiated based on the actual light intensity;

比对所述实际光谱数据与所述参考光谱数据;comparing the actual spectral data with the reference spectral data;

根据比对结果确定待测物品的组分信息。Determine the component information of the item to be tested according to the comparison result.

参考光谱数据是近红外光谱式监测装置照射待测物品时没有任何吸收现象下的完整光谱。实际光谱数据是指红外光谱仪照射待测物品时获得的反射光光谱对应的光谱数据。采用近红外光谱式监测装置检测待测物品的组成成分,通过近红外光谱式监测装置照射待测物品时获得的反射光光谱对应的光谱数据(也即实际光谱数据)均是基于参考光谱数据确定的。The reference spectral data is the complete spectrum without any absorption phenomenon when the near-infrared spectral monitoring device irradiates the object to be tested. The actual spectral data refers to the spectral data corresponding to the reflected light spectrum obtained when the infrared spectrometer irradiates the object to be tested. The near-infrared spectrum monitoring device is used to detect the composition of the item to be tested, and the spectral data (that is, the actual spectral data) corresponding to the reflected light spectrum obtained when the near-infrared spectral monitoring device is irradiated to the item to be tested is determined based on the reference spectral data. of.

确定近红外光谱式监测装置照射待测物品时当前的实际光强,可获取基于近红外光谱式监测装置发光照射待测物品时的驱动电流,根据驱动电流确定当前的实际光强,也可基于探头模块设置的光传感器检测出近红外光谱式监测装置照射待测物品时的照射光强,以确定为实际光强,对此步骤不做限定。To determine the current actual light intensity when the near-infrared spectral monitoring device irradiates the object to be tested, the driving current when the near-infrared spectral monitoring device emits light and irradiates the object to be tested can be obtained, and the current actual light intensity can be determined according to the driving current, or it can be based on The optical sensor installed in the probe module detects the irradiation light intensity when the near-infrared spectrum monitoring device irradiates the object to be tested, so as to determine the actual light intensity, and this step is not limited.

在本实施例中,通过在每次采用近红外光谱式监测装置检测待测物品的组成成分时,可先确定近红外光谱式监测装置发光照射待测物品时当前的实际光强,将获取的实际光强对应的参考光谱数据作为参考基准,以使得每次采用近红外光谱式监测装置检测待测物品的组成成分时的参考基准是准确的,进而获取基于实际光强照射待测物品时对应的实际光谱数据,通过比对实际光谱数据与参考光谱数据,以根据比对结果准确获取得到待测物品的组分信息。In this embodiment, by using the near-infrared spectroscopy monitoring device to detect the composition of the item to be tested, the current actual light intensity when the near-infrared spectroscopy monitoring device emits light on the item to be tested can be determined first, and the obtained The reference spectral data corresponding to the actual light intensity is used as a reference standard, so that the reference standard is accurate each time the near-infrared spectral monitoring device is used to detect the composition of the item to be tested, and then the corresponding By comparing the actual spectral data with the reference spectral data, the component information of the item to be tested can be accurately obtained according to the comparison results.

需要说明的是,光强与参考光谱数据之间的映射关系可预先进行设定,在明确近红外光谱式监测装置发光照射待测物品时当前的实际光强的情况下,可基于光强与参考光谱数据之间的映射关系,获取实际光强对应的参考光谱数据以作为参考基准。可选地,获取所述实际光强对应的参考光谱数据的步骤之前,还包括:It should be noted that the mapping relationship between the light intensity and the reference spectral data can be set in advance. In the case of clarifying the current actual light intensity when the near-infrared spectral monitoring device illuminates the object to be tested, it can be based on the light intensity and the reference spectral data. Referring to the mapping relationship between the spectral data, the reference spectral data corresponding to the actual light intensity is obtained as a reference. Optionally, before the step of obtaining the reference spectral data corresponding to the actual light intensity, it also includes:

按照预设输出电流控制所述近红外光谱式监测装置照射目标区域,所述目标区域采用全反射材料制成的白板;According to the preset output current, the near-infrared spectrum monitoring device is controlled to irradiate the target area, and the target area is made of a whiteboard made of a total reflection material;

获取基于所述输出电流,所述近红外光谱式监测装置照射目标区域时对应的参考光谱数据;Obtaining reference spectral data corresponding to when the near-infrared spectral monitoring device irradiates the target area based on the output current;

关联所述输出电流、所述输出电流对应的光强以及所述参考光谱数据。Correlating the output current, the light intensity corresponding to the output current, and the reference spectral data.

具体地,光强与参考光谱数据之间的映射关系,可基于以下步骤确定:Specifically, the mapping relationship between light intensity and reference spectral data can be determined based on the following steps:

步骤1:近红外光谱式监测装置照射待测物品时的光源的光强(也即发光强度)L与驱动电流I具有相关性,即L=f(I)。驱动电路上有电流传感器,通过调节不同大小的电流In,就能得到一组不同大小的光强Ln;Step 1: The light intensity (ie, luminous intensity) L of the light source when the near-infrared spectroscopy monitoring device irradiates the object to be tested has a correlation with the driving current I, that is, L=f(I). There is a current sensor on the drive circuit. By adjusting the current In of different sizes, a set of light intensities Ln of different sizes can be obtained;

步骤2:用全反射材料制成的白板盖在探头上;Step 2: Cover the probe with a whiteboard made of total reflection material;

步骤3:控制驱动电路分别输出一组从大到小的电流In,从而获得一组对应电流的从强到弱的光强Ln,以模拟近红外光谱式监测装置经过长时间的使用,近红外光谱式监测装置的光源发生衰减光强下降的过程,再分别对应每个光强记录下一组参考光谱数据Sn;Step 3: Control the drive circuit to output a set of current In from large to small, so as to obtain a set of light intensity Ln from strong to weak corresponding to the current, to simulate the near-infrared spectrum monitoring device after a long period of use, the near-infrared The light source of the spectral monitoring device undergoes a process of attenuation and light intensity decline, and then records a set of reference spectral data Sn corresponding to each light intensity;

步骤4:建立出Ln、Sn之间的关系映射表,以实现标定。Step 4: Establish a relationship mapping table between Ln and Sn to realize calibration.

可选地,全反射材料采用特氟龙。Optionally, Teflon is used as the total reflection material.

作为一种可选的实施方式,步骤S20之前,还包括:As an optional implementation manner, before step S20, it also includes:

确定所述近红外光谱式监测装置的监测装置标识;Determine the monitoring device identification of the near-infrared spectroscopy monitoring device;

根据所述监测装置标识生成所述近红外光谱式监测装置的参考光谱数据的请求信息;generating request information for reference spectral data of the near-infrared spectroscopy monitoring device according to the monitoring device identification;

向服务器发送所述请求信息,所述请求信息包括监测装置标识;sending the request information to a server, where the request information includes a monitoring device identifier;

获取基于所述请求信息反馈的光强与所述参考光谱数据之间的映射关系。A mapping relationship between the light intensity fed back based on the request information and the reference spectral data is acquired.

在实际应用过程中,为避免占用近红外光谱式监测装置额外的资源,造成近红外光谱式监测装置额外的工作负荷,可根据监测装置标识生成近红外光谱式监测装置的参考光谱数据的请求信息,向服务器发送请求信息,基于请求信息从服务器获取光强与参考光谱数据之间的映射关系,示例性地,服务器内存储有不同的近红外光谱式监测装置所对应的光强与参考光谱数据之间的映射关系,为准确获取对应的近红外光谱式监测装置的所对应的光强与参考光谱数据之间的映射关系,设置近红外光谱式监测装置的监测装置标识、光强与参考光谱数据之间的关联关系,在服务器接收到近红外光谱式监测装置发送的请求信息时,基于请求信息中的监测装置标识,可获取监测装置标识对应的光强与参考光谱数据。In the actual application process, in order to avoid occupying additional resources of the near-infrared spectroscopy monitoring device and causing additional workload of the near-infrared spectroscopy monitoring device, the request information for the reference spectral data of the near-infrared spectroscopy monitoring device can be generated according to the identification of the monitoring device , send request information to the server, and obtain the mapping relationship between light intensity and reference spectral data from the server based on the request information. For example, the server stores light intensity and reference spectral data corresponding to different near-infrared spectroscopy monitoring devices In order to accurately obtain the mapping relationship between the corresponding light intensity of the corresponding near-infrared spectrum monitoring device and the reference spectrum data, the monitoring device identification, light intensity and reference spectrum of the near-infrared spectrum monitoring device are set The relationship between the data, when the server receives the request information sent by the near-infrared spectroscopy monitoring device, based on the monitoring device identification in the request information, the light intensity and reference spectral data corresponding to the monitoring device identification can be obtained.

可选地,检测到所述近红外光谱之监测装置照射待测物品时,执行所述确定所述近红外光谱式监测装置的监测装置标识的步骤。Optionally, when it is detected that the near-infrared spectrum monitoring device irradiates the object to be tested, the step of determining the monitoring device identification of the near-infrared spectrum monitoring device is performed.

作为一种可选的实施方式,步骤S30包括:As an optional implementation manner, step S30 includes:

获取基于所述实际光强照射待测物品时对应的检测光谱数据以及环境温度;Acquiring corresponding detection spectrum data and ambient temperature when the item to be tested is irradiated based on the actual light intensity;

根据所述环境温度对所述检测光谱数据进行补偿,确定所述实际光谱数据。Compensating the detected spectral data according to the ambient temperature to determine the actual spectral data.

在一实施例中,近红外光谱式监测装置由于环境条件如环境温度影响,造成采集的检测光谱数据稳定性较差,精度低,从而使利用该检测光谱数据对待测物品的组成成分的检测结果存在偏差,进而可通过获取基于实际光强照射待测物品时对应的环境温度,根据环境温度对实际光强照射待测物品时对应的检测光谱数据进行补偿,进而将补偿后的检测光谱数据确定为实际光谱数据,将实际光谱数据用于对待测物品的组成成分进行检测,提高待测物品的组成成分的检测结果的准确性。In one embodiment, due to the influence of environmental conditions such as ambient temperature, the near-infrared spectroscopy monitoring device causes poor stability and low precision of the collected detection spectral data, so that the detection results of the components of the object to be tested using the detection spectral data There is a deviation, and then by obtaining the corresponding ambient temperature when the actual light intensity is irradiated on the item to be tested, the corresponding detection spectrum data when the actual light intensity is irradiated on the item to be tested can be compensated according to the ambient temperature, and then the compensated detection spectrum data can be determined. It is the actual spectral data, and the actual spectral data is used to detect the composition of the item to be tested, so as to improve the accuracy of the detection result of the composition of the item to be tested.

可选地,获取基于实际光强照射待测物品时对应的环境温度,可通过设置在近红外光谱式监测装置的温度传感器采集环境温度得到,本实施例对此不做限定。Optionally, obtaining the corresponding ambient temperature when the item under test is irradiated based on the actual light intensity can be obtained by collecting the ambient temperature through a temperature sensor installed in the near-infrared spectrum monitoring device, which is not limited in this embodiment.

可选地,可通过温度传感器采集在实际光强照射待测物品时对应的预设采样时间段内的至少两个检测温度,根据至少两个检测温度确定平均温度,进而根据平均温度确定基于实际光强照射待测物品时对应的环境温度。通过采集实际光强照射待测物品时的预设采样时间段内的至少两个检测温度,可获知实际光强照射待测物品时在预设采样时间段内的温度变化情况,获取至少两个检测温度的平均温度,以作为基于实际光强照射待测物品时对应的环境温度,可避免由于温度变化的突发性导致环境温度获取不准确,以获取得到更加准确的实际光强照射待测物品时对应的环境温度。Optionally, the temperature sensor can be used to collect at least two detected temperatures within the corresponding preset sampling time period when the actual light intensity irradiates the item to be tested, determine the average temperature according to the at least two detected temperatures, and then determine the actual temperature based on the average temperature. The corresponding ambient temperature when the light intensity irradiates the object to be tested. By collecting at least two detection temperatures within the preset sampling time period when the actual light intensity irradiates the item to be tested, the temperature change during the preset sampling time period when the actual light intensity irradiates the item to be tested can be obtained, and at least two The average temperature of the detected temperature is used as the corresponding ambient temperature when irradiating the item to be tested based on the actual light intensity, which can avoid the inaccurate acquisition of the ambient temperature due to the sudden change of temperature, so as to obtain a more accurate actual light intensity to irradiate the item to be tested The ambient temperature corresponding to the item.

可选地,根据所述环境温度对所述检测光谱数据进行补偿,确定所述实际光谱数据的步骤包括:Optionally, the detected spectral data is compensated according to the ambient temperature, and the step of determining the actual spectral data includes:

基于温度补偿表获取所述环境温度对应的光谱数据补偿值;Obtaining the spectral data compensation value corresponding to the ambient temperature based on the temperature compensation table;

根据所述光谱数据补偿值对所述检测光谱数据进行补偿,确定所述实际光谱数据。The detected spectral data is compensated according to the spectral data compensation value to determine the actual spectral data.

需要说明的是,温度补偿表为环境温度与光谱数据补偿值的对应表。在确定环境温度的情况下,可基于温度补偿表获取环境温度对应的光谱数据补偿值。It should be noted that the temperature compensation table is a correspondence table between ambient temperature and spectral data compensation values. In the case of determining the ambient temperature, the spectral data compensation value corresponding to the ambient temperature may be obtained based on the temperature compensation table.

可选地,根据光谱数据补偿值对检测光谱数据进行补偿,确定实际光谱数据,可获取光谱数据补偿值与检测光谱数据的和值,将和值确定为实际光谱数据。Optionally, the detected spectral data is compensated according to the spectral data compensation value to determine the actual spectral data, the sum of the spectral data compensation value and the detected spectral data can be obtained, and the sum is determined as the actual spectral data.

可选地,光谱数据补偿值可以是正数,也可以是负数,还可以是0。Optionally, the spectral data compensation value can be a positive number, a negative number, or 0.

可选地,基于温度补偿表获取所述环境温度对应的光谱数据补偿值的步骤之前,还包括:Optionally, before the step of obtaining the spectral data compensation value corresponding to the ambient temperature based on the temperature compensation table, it also includes:

在不同环境温度下对校准板进行光谱数据采集,根据采集得到的光谱数据制作温度补偿表,所述温度补偿表为环境温度与光谱数据补偿值的对应表。The spectral data of the calibration plate is collected under different ambient temperatures, and a temperature compensation table is prepared according to the collected spectral data, and the temperature compensation table is a corresponding table of ambient temperature and spectral data compensation values.

可预设温度间隔对校准板光谱数据进行采集,通过温度差值对应光强插值的方式,计算出间隔1℃所对应的光谱数据补偿值,得到温度补偿表。The spectral data of the calibration plate can be collected at preset temperature intervals, and the spectral data compensation value corresponding to an interval of 1°C is calculated by interpolating the temperature difference corresponding to the light intensity to obtain a temperature compensation table.

示例性地,确定环境温度在5-35℃中,环境温度与光谱数据补偿值之间的对应关系。可分别在环境温度为5℃、10℃、20℃、25℃、30℃和35℃下,利用近红外光谱式监测装置采集校准板的光谱数据,进而根据光谱数据确定光谱数据补偿值,通过温度插值对应光强插值的方式,计算出间隔1℃所对应的光谱数据补偿值,即获得环境温度为5-35℃中所有正整数温度时的校准板光谱数据补偿值,所述温度补偿表为环境温度与光谱数据补偿值的对应表,m为[1,30]中的整数。Exemplarily, when the ambient temperature is 5-35° C., the corresponding relationship between the ambient temperature and the spectral data compensation value is determined. At ambient temperatures of 5°C, 10°C, 20°C, 25°C, 30°C and 35°C, the spectral data of the calibration plate can be collected by using a near-infrared spectral monitoring device, and then the spectral data compensation value can be determined according to the spectral data. The temperature interpolation corresponds to the light intensity interpolation method, and the spectral data compensation value corresponding to the interval of 1°C is calculated, that is, the spectral data compensation value of the calibration plate is obtained when the ambient temperature is all positive integer temperatures in the range of 5-35°C. The temperature compensation table is the correspondence table between ambient temperature and spectral data compensation value, and m is an integer in [1, 30].

可选地,根据光谱数据确定光谱数据补偿值,可获取在不同环境温度下对待测物品进行光谱数据采集得到的待补偿光谱数据,根据校准板的光谱数据与待补偿光谱数据,确定光谱数据补偿值,也即,光谱数据补偿值可基于校准板的光谱数据与待补偿光谱数据之间的差值确定。示例性地,35℃下,校准板的光谱数据为P1,待补偿光谱数据为P2,光谱数据补偿值为P1-P2确定得到,其他环境温度所确定的光谱数据补偿值,同理于35℃确定光谱数据补偿值的方式,在此不再赘述。Optionally, the spectral data compensation value is determined according to the spectral data, the spectral data to be compensated obtained by collecting the spectral data of the object to be measured at different ambient temperatures can be obtained, and the spectral data compensation is determined according to the spectral data of the calibration plate and the spectral data to be compensated The value, that is, the spectral data compensation value may be determined based on the difference between the spectral data of the calibration plate and the spectral data to be compensated. Exemplarily, at 35°C, the spectral data of the calibration plate is P1, the spectral data to be compensated is P2, and the spectral data compensation value is determined from P1-P2, and the spectral data compensation value determined by other ambient temperatures is the same as at 35°C The manner of determining the compensation value of the spectral data will not be repeated here.

在本实施例公开的技术方案中,通过在每次采用近红外光谱式监测装置检测待测物品的组成成分时,可先确定近红外光谱式监测装置发光照射待测物品时当前的实际光强,将获取的实际光强对应的参考光谱数据作为参考基准,以使得每次采用近红外光谱式监测装置检测待测物品的组成成分时的参考基准是准确的,进而获取基于实际光强照射待测物品时对应的实际光谱数据,通过比对实际光谱数据与参考光谱数据,以根据比对结果准确获取得到待测物品的组分信息。In the technical solution disclosed in this embodiment, by using the near-infrared spectrum monitoring device to detect the composition of the item to be tested each time, the current actual light intensity when the near-infrared spectrum monitoring device illuminates the item to be tested can be determined first , the acquired reference spectral data corresponding to the actual light intensity is used as a reference standard, so that the reference standard is accurate each time the near-infrared spectral monitoring device is used to detect the composition of the item to be tested, and then the actual light intensity irradiated to be obtained based on the actual light intensity. The corresponding actual spectral data when measuring the item, by comparing the actual spectral data with the reference spectral data, can accurately obtain the component information of the item to be tested according to the comparison result.

本发明还提出一种近红外光谱式监测装置,所述近红外光谱式监测装置包括:包括存储器、处理器以及存储在存储器里并可在处理器上运行的检测程序,检测程序被处理器执行时实现上述任一实施例中的检测方法的步骤。The present invention also proposes a near-infrared spectrum monitoring device, which includes: a memory, a processor, and a detection program stored in the memory and operable on the processor, and the detection program is executed by the processor When implementing the steps of the detection method in any of the above-mentioned embodiments.

本发明还提出一种存储介质,该存储介质上存储有检测程序,所述检测程序被处理器执行时实现如以上任一实施例所述的检测方法的步骤。The present invention also proposes a storage medium, on which a detection program is stored, and when the detection program is executed by a processor, the steps of the detection method described in any of the above embodiments are implemented.

在本发明提供的近红外光谱式监测装置和存储介质的实施例中,包含了上述检测方法各实施例的全部技术特征,说明书拓展和解释内容与上述检测方法的各实施例基本相同,在此不做再赘述。In the embodiments of the near-infrared spectroscopy monitoring device and storage medium provided by the present invention, all the technical features of the above-mentioned detection method embodiments are included, and the expansion and explanation of the description are basically the same as those of the above-mentioned detection method embodiments. Herein Do not repeat them.

需要说明的是,在本文中,术语“包括”、“包含”或者其任何其他变体意在涵盖非排他性的包含,从而使得包括一系列要素的过程、方法、物品或者系统不仅包括那些要素,而且还包括没有明确列出的其他要素,或者是还包括为这种过程、方法、物品或者系统所固有的要素。在没有更多限制的情况下,由语句“包括一个……”限定的要素,并不排除在包括该要素的过程、方法、物品或者系统中还存在另外的相同要素。It should be noted that, as used herein, the term "comprises", "comprises" or any other variation thereof is intended to cover a non-exclusive inclusion such that a process, method, article or system comprising a set of elements includes not only those elements, It also includes other elements not expressly listed, or elements inherent in the process, method, article, or system. Without further limitations, an element defined by the phrase "comprising a..." does not preclude the presence of additional identical elements in the process, method, article or system comprising that element.

上述本发明实施例序号仅仅为了描述,不代表实施例的优劣。The serial numbers of the above embodiments of the present invention are for description only, and do not represent the advantages and disadvantages of the embodiments.

通过以上的实施方式的描述,本领域的技术人员可以清楚地了解到上述实施例方法可借助软件加必需的通用硬件平台的方式来实现,当然也可以通过硬件,但很多情况下前者是更佳的实施方式。基于这样的理解,本发明的技术方案本质上或者说对现有技术做出贡献的部分可以以软件产品的形式体现出来,该计算机软件产品存储在如上的一个存储介质(如ROM/RAM、磁碟、光盘)中,包括若干指令用以使得一台移动终端(可以是手机,计算机,服务器,被控终端,或者网络设备等)执行本发明每个实施例的方法。Through the description of the above embodiments, those skilled in the art can clearly understand that the methods of the above embodiments can be implemented by means of software plus a necessary general-purpose hardware platform, and of course also by hardware, but in many cases the former is better implementation. Based on such an understanding, the technical solution of the present invention can be embodied in the form of a software product in essence or the part that contributes to the prior art, and the computer software product is stored in one of the above storage media (such as ROM/RAM, magnetic CD, CD), including several instructions to make a mobile terminal (which can be a mobile phone, a computer, a server, a controlled terminal, or a network device, etc.) execute the method of each embodiment of the present invention.

以上仅为本发明的优选实施例,并非因此限制本发明的专利范围,凡是利用本发明说明书及附图内容所作的等效结构或等效流程变换,或直接或间接运用在其他相关的技术领域,均同理包括在本发明的专利保护范围内。The above are only preferred embodiments of the present invention, and are not intended to limit the patent scope of the present invention. Any equivalent structure or equivalent process conversion made by using the description of the present invention and the contents of the accompanying drawings, or directly or indirectly used in other related technical fields , are all included in the scope of patent protection of the present invention in the same way.

Claims (10)

1. A detection method, characterized in that it is applied to a near infrared spectrum type monitoring device, the detection method comprising:
determining the current actual light intensity when the near infrared spectrum monitoring device irradiates an object to be detected;
acquiring reference spectrum data corresponding to the actual light intensity;
acquiring corresponding actual spectrum data when the object to be measured is irradiated based on the actual light intensity;
comparing the actual spectral data with the reference spectral data;
and determining the component information of the object to be detected according to the comparison result.
2. The method of detecting as claimed in claim 1, wherein before the step of acquiring the reference spectrum data corresponding to the actual light intensity, further comprises:
controlling the near infrared spectrum monitoring device to irradiate a target area according to a preset output current, wherein the target area is a white board made of a total reflection material;
acquiring corresponding reference spectrum data when the near infrared spectrum type monitoring device irradiates a target area based on the output current;
and correlating the output current, the light intensity corresponding to the output current and the reference spectrum data.
3. The method of claim 2, wherein the total reflection material is teflon.
4. The method of claim 2, wherein the output currents are different and the associated reference spectral data are different.
5. The method of detecting as claimed in claim 1, wherein before the step of acquiring the reference spectrum data corresponding to the actual light intensity, further comprises:
determining a monitoring device identifier of the near infrared spectrum type monitoring device;
generating request information of reference spectrum data of the near infrared spectrum type monitoring device according to the monitoring device identification;
transmitting the request information to a server, wherein the request information comprises a monitoring device identifier;
and acquiring a mapping relation between the light intensity fed back based on the request information and the reference spectrum data.
6. The method of detection of claim 5, further comprising:
and executing the step of determining the monitoring device identification of the near infrared spectrum monitoring device when the monitoring device detecting the near infrared spectrum irradiates the object to be detected.
7. The method of claim 1, wherein the step of acquiring actual spectral data corresponding to the time of irradiating the object to be measured based on the actual light intensity comprises:
acquiring corresponding detection spectrum data and environmental temperature when the object to be detected is irradiated based on the actual light intensity;
and compensating the detected spectrum data according to the ambient temperature, and determining the actual spectrum data.
8. The method of detecting according to claim 7, wherein the step of compensating the detected spectral data based on the ambient temperature, and determining the actual spectral data includes:
acquiring a spectrum data compensation value corresponding to the ambient temperature based on a temperature compensation table;
and compensating the detected spectrum data according to the spectrum data compensation value, and determining the actual spectrum data.
9. A near infrared spectrum type monitoring device, characterized in that the near infrared spectrum type monitoring device comprises: memory, a processor and a detection program stored in the memory and executable on the processor, which detection program, when executed by the processor, implements the steps of the detection method according to any of claims 1-8.
10. A storage medium having stored thereon a detection program which, when executed by a processor, implements the steps of the detection method according to any of claims 1-8.
CN202310154432.7A 2023-02-10 2023-02-10 Detection method, near-infrared spectrum monitoring device and storage medium Pending CN115993343A (en)

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