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CN108693453A - A kind of active infrared thermal image detection device and method of composite insulator internal flaw - Google Patents

A kind of active infrared thermal image detection device and method of composite insulator internal flaw Download PDF

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CN108693453A
CN108693453A CN201810482651.7A CN201810482651A CN108693453A CN 108693453 A CN108693453 A CN 108693453A CN 201810482651 A CN201810482651 A CN 201810482651A CN 108693453 A CN108693453 A CN 108693453A
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composite insulator
data
module
infrared thermal
infrared
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郭晨鋆
王黎明
马仪
刘立帅
刘洪搏
梅红伟
申元
赵晨龙
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Electric Power Research Institute of Yunnan Power Grid Co Ltd
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Shenzhen Graduate School Tsinghua University
Electric Power Research Institute of Yunnan Power System Ltd
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01RMEASURING ELECTRIC VARIABLES; MEASURING MAGNETIC VARIABLES
    • G01R31/00Arrangements for testing electric properties; Arrangements for locating electric faults; Arrangements for electrical testing characterised by what is being tested not provided for elsewhere
    • G01R31/12Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing
    • G01R31/1227Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials
    • G01R31/1245Testing dielectric strength or breakdown voltage ; Testing or monitoring effectiveness or level of insulation, e.g. of a cable or of an apparatus, for example using partial discharge measurements; Electrostatic testing of components, parts or materials of line insulators or spacers, e.g. ceramic overhead line cap insulators; of insulators in HV bushings
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01JMEASUREMENT OF INTENSITY, VELOCITY, SPECTRAL CONTENT, POLARISATION, PHASE OR PULSE CHARACTERISTICS OF INFRARED, VISIBLE OR ULTRAVIOLET LIGHT; COLORIMETRY; RADIATION PYROMETRY
    • G01J5/00Radiation pyrometry, e.g. infrared or optical thermometry
    • G01J2005/0077Imaging

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  • Ceramic Engineering (AREA)
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  • Investigating Or Analyzing Materials Using Thermal Means (AREA)
  • Investigating Materials By The Use Of Optical Means Adapted For Particular Applications (AREA)

Abstract

本发明公开了一种复合绝缘子内部缺陷的主动红外热像检测装置及方法,包括可调制光辐射热激励加载装置、红外热像采集装置、控制及数据处理分析装置。控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,使复合绝缘子表面形成动态温度场数据;控制红外热像采集装置采集动态温度场数据;利用控制及数据处理分析装置对动态温度场数据进行识别和分析,获取复合绝缘子的内部缺陷的具体情况。因此,本发明提供的复合绝缘子内部缺陷的主动红外热像检测装置及方法,能够解决现有的复合绝缘子缺陷的检测方法灵敏度低,复杂耗时,具有破坏性,检测条件要求高的问题。

The invention discloses an active infrared thermal image detection device and method for internal defects of a composite insulator, comprising a modulating light radiation thermal excitation loading device, an infrared thermal image acquisition device, and a control and data processing and analysis device. Control the modulating light radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, so that the composite insulator surface forms dynamic temperature field data; control the infrared thermal image acquisition device to collect dynamic temperature field data; use the control and data processing analysis device to analyze the dynamic temperature Identify and analyze the field data to obtain the specific situation of the internal defects of the composite insulator. Therefore, the active infrared thermal imaging detection device and method for internal defects of composite insulators provided by the present invention can solve the problems of low sensitivity, complicated and time-consuming, destructive and high detection conditions of existing detection methods for composite insulator defects.

Description

一种复合绝缘子内部缺陷的主动红外热像检测装置及方法An active infrared thermal imaging detection device and method for internal defects of composite insulators

技术领域technical field

本发明涉及电力设备检测领域,尤其涉及一种复合绝缘子内部缺陷的主动红外热像检测装置及方法。The invention relates to the field of electric equipment detection, in particular to an active infrared thermal image detection device and method for internal defects of a composite insulator.

背景技术Background technique

复合绝缘子自20世纪70年代在我国开始应用以来,以其体积小、重量轻、机械强度高、防污闪能力强、憎水性和憎水迁移性优良等优点,受到了越来越广泛的应用。然而,复合绝缘子由于制造工艺、现场运行老化等原因导致护套与芯棒脱粘、护套内部气孔或断层等缺陷时,复合绝缘子会出现界面击穿、闪络、硅橡胶老化、机械强度降低、芯棒脆断等问题,这些隐蔽性缺陷会对电网的安全运行构成极大威胁。复合绝缘子的结构具有特殊性,两层绝缘材料之间有一层位于绝缘子内部的交界面。在生产过程中或者长期运行中内部交界面各处的绝缘性能难以保证完全优秀,在水汽、电场、泄漏电流的作用下,内部缺陷从无到有并进一步扩大,逐渐导致气孔气隙或者内部放电烧蚀通道等缺陷,缺陷进一步发展甚至会出现绝缘子击穿或断裂掉串等严重后果。Since the application of composite insulators in my country in the 1970s, it has been more and more widely used due to its advantages of small size, light weight, high mechanical strength, strong anti-fouling flashover ability, excellent hydrophobicity and hydrophobic migration. . However, when the composite insulator has defects such as debonding of the sheath and the mandrel, pores or faults inside the sheath due to manufacturing processes, field operation aging, etc., the composite insulator will experience interface breakdown, flashover, silicone rubber aging, and mechanical strength reduction. , brittle mandrel and other problems, these hidden defects will pose a great threat to the safe operation of the power grid. The structure of the composite insulator is special, and there is an interface between the two layers of insulating materials inside the insulator. In the production process or long-term operation, it is difficult to ensure that the insulation performance of the internal interface is completely excellent. Under the action of water vapor, electric field, and leakage current, internal defects grow from scratch and further expand, gradually leading to pores, air gaps or internal discharges. Defects such as ablation channels, further development of defects may even cause serious consequences such as insulator breakdown or broken strings.

为了减少事故的发生,采用无损检测手段是一个有效的方法。在复合绝缘子的生产过程中,采用无损检测手段可以辅助提高绝缘子的生产质量。在实际运行的过程中,定期采用无损检测手段监测检测绝缘子的运行情况,尽早发现故障隐患,避免因绝缘子发生故障威胁到电网安全。In order to reduce the occurrence of accidents, the use of non-destructive testing methods is an effective method. In the production process of composite insulators, the use of non-destructive testing methods can assist in improving the production quality of insulators. In the process of actual operation, non-destructive testing methods are regularly used to monitor and detect the operation of the insulators, so as to detect potential failures as early as possible, and avoid threatening the safety of the power grid due to insulator failures.

目前针对复合绝缘子的无损检测手段大多是传统的检测陶瓷或玻璃绝缘子的方法的延续,这些检测方法各有其适用范围,但是尚无很好的检测复合绝缘子内部缺陷的方法。而且,由于复合材料的材料性质的特殊性与结构构造的特殊性,许多针对陶瓷或玻璃绝缘子的无损检测手段并不能很好地适用于复合绝缘子,特别是,复合绝缘子有别于陶瓷或玻璃绝缘子,存在内部交界面缺陷等隐蔽缺陷,而交界面缺陷对于复合绝缘子又是一类很重要的故障原因。因此,急需改进与完善现有的无损检测方法,或提出新的检测手段以确保复合绝缘子的安全性。目前对于复合绝缘子缺陷的检测方法有很多,例如电场分布检测法、红外线检测法、陡波试验法、改进水扩散试验法等。但这些方法或灵敏度低,或复杂耗时、具有破坏性,或检测条件要求高。在复合绝缘子投运前,复合绝缘子是否存在内部缺陷目前还没有标准的检测方法。At present, most of the non-destructive testing methods for composite insulators are the continuation of the traditional methods for testing ceramic or glass insulators. These testing methods have their own scope of application, but there is no good method for detecting internal defects of composite insulators. Moreover, due to the particularity of the material properties and structure of composite materials, many non-destructive testing methods for ceramic or glass insulators are not suitable for composite insulators. In particular, composite insulators are different from ceramic or glass insulators. , there are hidden defects such as internal interface defects, and interface defects are a very important cause of failure for composite insulators. Therefore, it is urgent to improve and perfect the existing non-destructive testing methods, or to propose new testing methods to ensure the safety of composite insulators. At present, there are many detection methods for composite insulator defects, such as electric field distribution detection method, infrared detection method, steep wave test method, improved water diffusion test method, etc. However, these methods are either low in sensitivity, complex, time-consuming, destructive, or require high detection conditions. Before the composite insulator is put into operation, there is no standard detection method for whether there are internal defects in the composite insulator.

发明内容Contents of the invention

本发明提供了一种复合绝缘子内部缺陷的主动红外热像检测装置及方法,以解决现有的复合绝缘子缺陷的检测方法灵敏度低,复杂耗时,具有破坏性,检测条件要求高的问题。The invention provides an active infrared thermal imaging detection device and method for internal defects of composite insulators, to solve the problems of low sensitivity, complexity, time-consuming, destructiveness and high requirements for detection conditions in existing detection methods for composite insulator defects.

第一方面,本发明提供了一种复合绝缘子内部缺陷的主动红外热像检测装置,包括可调制光辐射热激励加载装置、红外热像采集装置、控制及数据处理分析装置;In the first aspect, the present invention provides an active infrared thermal image detection device for internal defects of a composite insulator, including a modulating optical radiation thermal excitation loading device, an infrared thermal image acquisition device, and a control and data processing and analysis device;

所述可调制光辐射热激励加载装置和所述红外热像采集装置分别与所述控制及数据处理分析装置连接;The modulating optical radiation thermal excitation loading device and the infrared thermal image acquisition device are respectively connected to the control and data processing and analysis device;

所述可调制光辐射热激励加载装置由光辐射调制电路、供电电源和两支可调制光源组成;所述光辐射调制电路分别与所述控制及数据处理分析装置、所述供电电源以及两支所述可调制光源连接;The modulating optical radiation thermal excitation loading device is composed of an optical radiation modulation circuit, a power supply and two modulating light sources; the optical radiation modulation circuit is connected with the control and data processing and analysis device, the power supply and two The adjustable light source is connected;

所述红外热像采集装置包括高精度红外热像仪和数据采集卡;所述高精度红外热像仪与所述数据采集卡连接,所述数据采集卡与所述控制及数据处理分析装置连接;The infrared thermal image acquisition device includes a high-precision infrared thermal imager and a data acquisition card; the high-precision infrared thermal imager is connected to the data acquisition card, and the data acquisition card is connected to the control and data processing and analysis device ;

所述控制及数据处理分析装置包括热激励加载控制模块、红外热像数据采集控制模块、红外热图序列处理分析及缺陷识别模块、数据传输模块和数据管理维护模块;The control and data processing and analysis device includes a thermal excitation loading control module, an infrared thermal image data acquisition control module, an infrared thermal image sequence processing analysis and defect identification module, a data transmission module and a data management and maintenance module;

所述热激励加载控制模块与所述光辐射调制电路连接;所述红外热像数据采集控制模块与所述数据采集卡连接;The thermal excitation loading control module is connected to the optical radiation modulation circuit; the infrared thermal imaging data acquisition control module is connected to the data acquisition card;

所述热激励加载控制模块和所述红外热像数据采集控制模块分别与所述红外热图序列处理分析及缺陷识别模块连接;所述红外热图序列处理分析及缺陷识别模块与所述数据传输模块连接;所述数据传输模块与所述数据管理维护模块连接。The thermal excitation loading control module and the infrared thermal image data acquisition control module are respectively connected to the infrared thermal image sequence processing analysis and defect identification module; the infrared thermal image sequence processing analysis and defect identification module is connected to the data transmission The modules are connected; the data transmission module is connected with the data management and maintenance module.

可选的,所述红外热图序列处理分析及缺陷识别模块包括依次连接的复合绝缘子红外热图序列数据拟合与重建子模块、复合绝缘子红外热图序列增强处理子模块、复合绝缘子红外热图序列信息分离子模块、复合绝缘子红外热图缺陷特征提取与定量识别子模块和复合绝缘子缺陷对比判定及故障评估子模块;Optionally, the infrared heat map sequence processing analysis and defect identification module includes sequentially connected composite insulator infrared heat map sequence data fitting and reconstruction submodule, composite insulator infrared heat map sequence enhancement processing submodule, composite insulator infrared heat map Sequence information separation sub-module, composite insulator infrared heat map defect feature extraction and quantitative identification sub-module and composite insulator defect comparison judgment and fault assessment sub-module;

所述复合绝缘子红外热图序列数据拟合与重建子模块分别与所述热激励加载控制模块和所述红外热像数据采集控制模块连接;The composite insulator infrared thermal image sequence data fitting and reconstruction sub-module is respectively connected with the thermal excitation loading control module and the infrared thermal image data acquisition control module;

所述复合绝缘子红外热图序列数据拟合与重建子模块、复合绝缘子红外热图序列增强处理子模块、复合绝缘子红外热图序列信息分离子模块、复合绝缘子红外热图缺陷特征提取与定量识别子模块和复合绝缘子缺陷对比判定及故障评估子模块分别与所述数据传输模块连接。The composite insulator infrared heat map sequence data fitting and reconstruction submodule, the composite insulator infrared heat map sequence enhancement processing submodule, the composite insulator infrared heat map sequence information separation submodule, and the composite insulator infrared heat map defect feature extraction and quantitative identifier The module and the composite insulator defect comparison judgment and fault evaluation sub-module are respectively connected with the data transmission module.

可选的,所述数据管理维护模块包括权限管理模块、数据存储模块、数据查询导出模块和数据维护模块;Optionally, the data management and maintenance module includes a rights management module, a data storage module, a data query and export module, and a data maintenance module;

所述数据存储模块与所述数据传输模块连接;The data storage module is connected to the data transmission module;

所述数据存储模块分别与所述数据查询导出模块和数据维护模块连接;所述数据查询导出模块和数据维护模块分别与所述权限管理模块连接。The data storage module is respectively connected to the data query export module and the data maintenance module; the data query export module and the data maintenance module are respectively connected to the authority management module.

可选的,所述可调制光辐射热激励加载装置还包括遮光罩,所述遮光罩由反光罩和透明玻璃围成,所述可调制光源位于所述遮光罩内,所述可调制光源光照面朝向所述透明玻璃。Optionally, the modulable light radiation thermal excitation loading device further includes a shading cover, the shading cover is surrounded by a reflector and transparent glass, the adjustable light source is located in the shading cover, and the modulating light source illuminates face towards the clear glass.

可选的,所述可调制光源的功率为800W。Optionally, the power of the adjustable light source is 800W.

可选的,所述高精度红外热像仪为制冷型长波量子阱红外光电探测器。Optionally, the high-precision infrared thermal imager is a cooled long-wave quantum well infrared photodetector.

第二方面,本发明还提供了一种复合绝缘子内部缺陷的主动红外热像检测方法,包括:In the second aspect, the present invention also provides an active infrared thermal image detection method for internal defects of composite insulators, including:

建立背景数据库;Create a background database;

控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,使复合绝缘子表面形成动态温度场数据;所述可控热激励包括热激励的时长、功率和调制频率;Controlling the modulating optical radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, so that the surface of the composite insulator forms dynamic temperature field data; the controllable thermal excitation includes the duration, power and modulation frequency of the thermal excitation;

调节红外热像采集装置的视场和焦距,设置红外热像采集装置的图像采集时长和采集频率,控制红外热像采集装置采集所述动态温度场数据;Adjusting the field of view and focal length of the infrared thermal image acquisition device, setting the image acquisition duration and acquisition frequency of the infrared thermal image acquisition device, and controlling the infrared thermal image acquisition device to collect the dynamic temperature field data;

根据所述动态温度场数据,对所述动态温度场数据进行数据拟合、压缩与重建,获取复合绝缘子红外热图序列;According to the dynamic temperature field data, data fitting, compression and reconstruction are performed on the dynamic temperature field data to obtain a composite insulator infrared heat map sequence;

根据所述复合绝缘子红外热图序列,通过数据后处理获取复合绝缘子红外热图序列特定频率目标响应信号;According to the infrared heat map sequence of the composite insulator, a specific frequency target response signal of the composite insulator infrared heat map sequence is obtained through data post-processing;

根据所述复合绝缘子红外热图序列特定频率目标响应信号,获取复合绝缘子目标响应信号的幅值图和相位图;According to the specific frequency target response signal of the composite insulator infrared heat map sequence, the amplitude diagram and phase diagram of the composite insulator target response signal are obtained;

将所述动态温度场数据、复合绝缘子红外热图序列、复合绝缘子红外热图序列特定频率目标响应信号、复合绝缘子目标响应信号的幅值图和相位图存入所述背景数据库;storing the dynamic temperature field data, the composite insulator infrared heat map sequence, the composite insulator infrared heat map sequence specific frequency target response signal, and the amplitude map and phase map of the composite insulator target response signal into the background database;

根据所述复合绝缘子目标响应信号的幅值图和相位图,识别和分析复合绝缘子的内部缺陷。According to the amplitude diagram and phase diagram of the target response signal of the composite insulator, internal defects of the composite insulator are identified and analyzed.

可选的,还包括:Optionally, also include:

管理用户对所述背景数据库中数据的访问权限,控制外部接口;提供所述背景数据库中数据存储、查询和导出功能;修改、添加或删除所述背景数据库中数据。Manage users' access rights to data in the background database, control external interfaces; provide data storage, query and export functions in the background database; modify, add or delete data in the background database.

可选的,按照下述步骤根据所述复合绝缘子红外热图序列特定频率目标响应信号,获得复合绝缘子目标响应信号的幅值图和相位图:Optionally, according to the following steps, the amplitude map and phase map of the target response signal of the composite insulator are obtained according to the specific frequency target response signal of the composite insulator infrared heat map sequence:

根据所述复合绝缘子红外热图序列特定频率目标响应信号,获得复合绝缘子目标响应信号的幅值和相位;Obtain the amplitude and phase of the target response signal of the composite insulator according to the specific frequency target response signal of the composite insulator infrared heat map sequence;

根据所述复合绝缘子目标响应信号的幅值和相位与所述可控热激励的调制频率的对应关系,获得复合绝缘子目标响应信号的幅值图和相位图。According to the corresponding relationship between the amplitude and phase of the target response signal of the composite insulator and the modulation frequency of the controllable thermal excitation, an amplitude diagram and a phase diagram of the target response signal of the composite insulator are obtained.

可选的,按照下述步骤根据所述复合绝缘子目标响应信号的幅值图和相位图,识别和分析复合绝缘子的内部缺陷:Optionally, according to the amplitude diagram and phase diagram of the target response signal of the composite insulator, identify and analyze the internal defects of the composite insulator according to the following steps:

根据所述复合绝缘子目标响应信号的幅值图和相位图,与所述背景数据库中数据对比,分离并储存异常区域信息;According to the amplitude map and phase map of the target response signal of the composite insulator, compare it with the data in the background database, separate and store the abnormal area information;

提取所述异常区域信息,根据所述异常区域信息,识别并储存复合绝缘子的内部缺陷区域形状和缺陷区域特征;所述缺陷区域特征包括缺陷的尺寸、深度和导热率;Extracting the abnormal area information, identifying and storing the internal defect area shape and defect area characteristics of the composite insulator according to the abnormal area information; the defect area characteristics include defect size, depth and thermal conductivity;

根据所述复合绝缘子的内部缺陷区域形状和缺陷区域特征,与所述背景数据库中数据对比,分析并储存复合绝缘子的内部缺陷类型和形成原因。According to the shape and characteristics of the internal defect area of the composite insulator, and comparing with the data in the background database, the internal defect type and the cause of formation of the composite insulator are analyzed and stored.

由以上技术方案可知,本发明实施例提供了一种复合绝缘子内部缺陷的主动红外热像检测装置及方法,包括可调制光辐射热激励加载装置、红外热像采集装置和控制及数据处理分析装置。控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,使复合绝缘子表面形成动态温度场数据;控制红外热像采集装置采集动态温度场数据;利用控制及数据处理分析装置对动态温度场数据进行识别和分析,获取复合绝缘子的内部缺陷的具体情况。因此,本发明提供的复合绝缘子内部缺陷的主动红外热像检测装置及方法,能够解决现有的复合绝缘子缺陷的检测方法灵敏度低,复杂耗时,具有破坏性,检测条件要求高的问题。It can be seen from the above technical solutions that the embodiment of the present invention provides an active infrared thermal image detection device and method for internal defects of a composite insulator, including a modulating optical radiation thermal excitation loading device, an infrared thermal image acquisition device, and a control and data processing and analysis device . Control the modulating light radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, so that the composite insulator surface forms dynamic temperature field data; control the infrared thermal image acquisition device to collect dynamic temperature field data; use the control and data processing analysis device to analyze the dynamic temperature Identify and analyze the field data to obtain the specific situation of the internal defects of the composite insulator. Therefore, the active infrared thermal imaging detection device and method for internal defects of composite insulators provided by the present invention can solve the problems of low sensitivity, complicated and time-consuming, destructive and high detection conditions of existing detection methods for composite insulator defects.

附图说明Description of drawings

为了更清楚地说明本发明的技术方案,下面将对实施例中所需要使用的附图作简单地介绍,显而易见地,对于本领域普通技术人员而言,在不付出创造性劳动性的前提下,还可以根据这些附图获得其他的附图。In order to illustrate the technical solution of the present invention more clearly, the accompanying drawings used in the embodiments will be briefly introduced below. Obviously, for those of ordinary skill in the art, on the premise of not paying creative labor, Additional drawings can also be derived from these drawings.

图1为本发明实施例提供的复合绝缘子内部缺陷的主动红外热像检测装置的结构示意图;Fig. 1 is a schematic structural diagram of an active infrared thermal image detection device for internal defects of a composite insulator provided by an embodiment of the present invention;

图2为本发明实施例提供的控制及数据处理分析装置的结构框图;Fig. 2 is a structural block diagram of a control and data processing and analyzing device provided by an embodiment of the present invention;

图3为本发明实施例提供的红外热图序列处理分析及缺陷识别模块与数据传输模块关系的结构框图;3 is a structural block diagram of the relationship between the infrared heat map sequence processing analysis and the defect identification module and the data transmission module provided by the embodiment of the present invention;

图4为本发明实施例提供的数据传输模块与数据管理维护模块关系的结构框图;Fig. 4 is a structural block diagram of the relationship between the data transmission module and the data management and maintenance module provided by the embodiment of the present invention;

图5为本发明实施例提供的复合绝缘子内部缺陷的主动红外热像检测方法的流程示意图;Fig. 5 is a schematic flowchart of an active infrared thermal image detection method for internal defects of a composite insulator provided by an embodiment of the present invention;

图6为本发明实施例提供的获得复合绝缘子目标响应信号的幅值图和相位图方法的流程示意图;6 is a schematic flowchart of a method for obtaining an amplitude map and a phase map of a target response signal of a composite insulator provided by an embodiment of the present invention;

图7为本发明实施例提供的识别和分析复合绝缘子的内部缺陷方法的流程示意图。Fig. 7 is a schematic flowchart of a method for identifying and analyzing internal defects of a composite insulator provided by an embodiment of the present invention.

具体实施方式Detailed ways

参见图1和图2,图1为复合绝缘子内部缺陷的主动红外热像检测装置的结构示意图,图2为本发明实施例提供的控制及数据处理分析装置的结构框图。Referring to Figures 1 and 2, Figure 1 is a schematic structural diagram of an active infrared thermal image detection device for internal defects in composite insulators, and Figure 2 is a structural block diagram of a control and data processing and analysis device provided by an embodiment of the present invention.

本发明实施例提供的一种复合绝缘子内部缺陷的主动红外热像检测装置,包括可调制光辐射热激励加载装置、红外热像采集装置、控制及数据处理分析装置1;An active infrared thermal image detection device for internal defects of a composite insulator provided by an embodiment of the present invention includes a modulating optical radiation thermal excitation loading device, an infrared thermal image acquisition device, and a control and data processing and analysis device 1;

可调制光辐射热激励加载装置和红外热像采集装置分别与控制及数据处理分析装置1连接;The modulating optical radiation thermal excitation loading device and the infrared thermal image acquisition device are respectively connected to the control and data processing and analysis device 1;

可调制光辐射热激励加载装置由光辐射调制电路5、供电电源6和两支可调制光源4组成;光辐射调制电路5调节光辐射功率、频率,实现被检测物体表面受热可调。供电电源为蓄电池或220V市电。The modulating optical radiation thermal excitation loading device is composed of an optical radiation modulating circuit 5, a power supply 6 and two modulating light sources 4; the optical radiation modulating circuit 5 adjusts the optical radiation power and frequency to realize the adjustable heating of the surface of the detected object. The power supply is battery or 220V mains.

光辐射调制电路5分别与控制及数据处理分析装置1和供电电源6连接,光辐射调制电路5分别与两支可调制光源4连接;可调制光辐射热激励加载装置还包括遮光罩,遮光罩由反光罩和透明玻璃围成,可调制光源4位于遮光罩内,可调制光源4光照面朝向透明玻璃。The optical radiation modulation circuit 5 is respectively connected with the control and data processing and analysis device 1 and the power supply 6, and the optical radiation modulation circuit 5 is respectively connected with two modulating light sources 4; the modulating optical radiation thermal excitation loading device also includes a hood, a hood Surrounded by a reflector and transparent glass, the modulatable light source 4 is located in the shading cover, and the illuminated surface of the modulatable light source 4 faces the transparent glass.

可调制光源4后面安装反光罩的主要作用包括两个方面:其一是聚光效果,收集更多的光能,防止扩散;其二是用来使罩内形成匀光环境,即光源照射后在被检测物体表面能较好地形成较大面积的平面热波源,这样不仅可以高效地加热被检测物体,还可以保护人的眼睛防止被强光直接照射。可调制光源4前面安装的透明玻璃对可见光透明而对红外热像仪工作波段内的红外线不透明,进而排除热激励装置对红外热像仪数据采集过程的干扰。The main function of installing the reflector behind the adjustable light source 4 includes two aspects: one is the effect of concentrating light, collecting more light energy and preventing diffusion; A large-area planar thermal wave source can be well formed on the surface of the object to be detected, which can not only heat the object to be detected efficiently, but also protect human eyes from being directly irradiated by strong light. The transparent glass installed in front of the modulating light source 4 is transparent to visible light and opaque to infrared rays in the working band of the infrared thermal imaging camera, thereby eliminating the interference of the thermal excitation device on the data acquisition process of the infrared thermal imaging camera.

红外热像采集装置包括高精度红外热像仪3和数据采集卡2;用于接收被检测试件发出的红外信号,记录试件表面在激励前后的温度变化,并向所述控制及数据分析系统输出动态温度信息。高精度红外热像仪宜采用制冷型长波量子阱红外光电探测器。制冷型长波量子阱红外光电探测器具有高热灵敏度、宽动态范围、高速数据采集功能,通过数据采集卡2向控制及数据处理分析装置1实时输出原始红外热图序列。The infrared thermal image acquisition device includes a high-precision infrared thermal imager 3 and a data acquisition card 2; it is used to receive the infrared signal sent by the tested test piece, record the temperature change of the test piece surface before and after excitation, and provide the information to the control and data analysis. The system outputs dynamic temperature information. A high-precision infrared thermal imager should use a cooled long-wave quantum well infrared photodetector. The cooling-type long-wave quantum well infrared photodetector has high thermal sensitivity, wide dynamic range, and high-speed data acquisition functions. The original infrared heat map sequence is output in real time to the control and data processing and analysis device 1 through the data acquisition card 2 .

高精度红外热像仪3与数据采集卡2连接,数据采集卡2与控制及数据处理分析装置1连接;The high-precision thermal imaging camera 3 is connected to the data acquisition card 2, and the data acquisition card 2 is connected to the control and data processing and analysis device 1;

控制及数据处理分析装置1包括热激励加载控制模块11、红外热像数据采集控制模块12、红外热图序列处理分析及缺陷识别模块10、数据传输模块18和数据管理维护模块19;热激励加载控制模块11可以调节并控制触发可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,并可对可控热激励的时长、功率、调制频率等进行调节。The control and data processing and analysis device 1 includes a thermal excitation loading control module 11, an infrared thermal image data acquisition control module 12, an infrared thermal image sequence processing analysis and defect identification module 10, a data transmission module 18, and a data management and maintenance module 19; thermal excitation loading The control module 11 can adjust and control to trigger the modulating optical radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, and can adjust the duration, power, modulation frequency, etc. of the controllable thermal excitation.

红外热像数据采集控制模块12可以控制红外热像采集装置对对复合绝缘子在外加热激励条件下形成的表面动态温度场数据进行采集,并可对红外热像采集系统的采集时长和采集频率进行调节,动态温度场数据采集结果以红外热图序列的形式进行传输和存储。The infrared thermal image data acquisition control module 12 can control the infrared thermal image acquisition device to collect the surface dynamic temperature field data formed by the composite insulator under external heating excitation conditions, and can adjust the acquisition time and acquisition frequency of the infrared thermal image acquisition system , The data acquisition results of the dynamic temperature field are transmitted and stored in the form of infrared heat map sequences.

红外热图序列处理分析及缺陷识别模块可以对采集到的温度数据加以处理分析以实现缺陷识别,具有对原始红外热图序列进行相关图像处理运算的功能。The infrared thermal image sequence processing analysis and defect identification module can process and analyze the collected temperature data to realize defect identification, and has the function of performing related image processing operations on the original infrared thermal image sequence.

热激励加载控制模块11与光辐射调制电路5连接;红外热像数据采集控制模块12与数据采集卡2连接;The thermal excitation loading control module 11 is connected to the optical radiation modulation circuit 5; the infrared thermal image data acquisition control module 12 is connected to the data acquisition card 2;

热激励加载控制模块11和红外热像数据采集控制模块12分别与红外热图序列处理分析及缺陷识别模块10连接;红外热图序列处理分析及缺陷识别模块10与数据传输模块18连接;数据传输模块18与数据管理维护模块19连接。The thermal excitation loading control module 11 and the infrared thermal image data acquisition control module 12 are respectively connected with the infrared thermal image sequence processing analysis and defect identification module 10; the infrared thermal image sequence processing analysis and defect identification module 10 is connected with the data transmission module 18; the data transmission The module 18 is connected with the data management and maintenance module 19 .

参见图5,图5为本发明实施例提供的复合绝缘子内部缺陷的主动红外热像检测方法的流程示意图。Referring to FIG. 5 , FIG. 5 is a schematic flowchart of an active infrared thermal imaging detection method for internal defects of a composite insulator provided by an embodiment of the present invention.

复合绝缘子内部缺陷的主动红外热像检测的具体工作过程为:The specific working process of active infrared thermal imaging detection of internal defects of composite insulators is as follows:

S110,建立背景数据库;S110, establishing a background database;

用于存储复合绝缘子无缺陷情况下主动红外热像的检测数据和根据检测数据得到的计算数据,以及复合绝缘子内部缺陷的主动红外热像检测过程中的产生的中间数据。It is used to store the detection data of the active infrared thermal image and the calculation data obtained according to the detection data when the composite insulator has no defects, as well as the intermediate data generated during the active infrared thermal image detection process of the internal defects of the composite insulator.

S120,控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,使复合绝缘子表面形成动态温度场数据;所述可控热激励包括热激励的时长、功率和调制频率;S120, controlling the modulating optical radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator to form dynamic temperature field data on the surface of the composite insulator; the controllable thermal excitation includes the duration, power and modulation frequency of the thermal excitation;

热激励加载控制模块11控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励施加可控热激励,周期性热波通过复合绝缘子表面传播到内部,当遇到护套内部气孔、交界面脱粘等内部缺陷时热量会不均匀传播,并会对复合绝缘子表面的温度分布产生周期性的影响。The thermal excitation loading control module 11 controls the modulating optical radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, and the periodic heat wave propagates to the interior through the surface of the composite insulator. Internal defects such as interfacial debonding will spread heat unevenly, and will have a periodic effect on the temperature distribution on the surface of the composite insulator.

S130,调节红外热像采集装置的视场和焦距,设置红外热像采集装置的图像采集时长和采集频率,控制红外热像采集装置采集所述动态温度场数据;S130, adjusting the field of view and focal length of the infrared thermal image acquisition device, setting the image acquisition duration and acquisition frequency of the infrared thermal image acquisition device, and controlling the infrared thermal image acquisition device to collect the dynamic temperature field data;

红外热像数据采集控制模块12调节红外热像采集装置视场及焦距,使得计算机显示器上出现清晰的复合绝缘子被检测区域的红外图像,并设置好红外热像采集装置的图像采集时长和采集频率,在触发热激励前开始红外图像采集,并将复合绝缘子表面被检测区域被激励前后的动态温度分布信息传输到下一处理工序。The infrared thermal image data acquisition control module 12 adjusts the field of view and focal length of the infrared thermal image acquisition device, so that a clear infrared image of the detected area of the composite insulator appears on the computer display, and the image acquisition time and acquisition frequency of the infrared thermal image acquisition device are set. , start infrared image acquisition before triggering thermal excitation, and transmit the dynamic temperature distribution information before and after the detected area on the surface of the composite insulator is excited to the next processing procedure.

主动红外热像检测技术具有检测速度快、检测精度高、非接触测量、结果形象直观、适用范围广、便于定性定量分析等特点,非常适用于复合绝缘子的出厂质量控制和运行中的缺陷检测。Active infrared thermal imaging detection technology has the characteristics of fast detection speed, high detection accuracy, non-contact measurement, intuitive results, wide application range, and convenient qualitative and quantitative analysis. It is very suitable for the factory quality control of composite insulators and defect detection during operation.

主动红外热像检测技术输出的原始红外热图序列反映了被检测物体在受到主动热激励后其表面温度场分布的变化信息,数据量十分庞大,对应复合绝缘子不同类型缺陷及其性质、大小、深度等特征会在原始红外热图序列中反映为不同的温度变化特征,因此需要在对热波理论和复合绝缘子故障机理有着充分了解的基础上,运用合适的手段对获得的变化温度场信息进行挖掘和分析,以期获得对复合绝缘子缺陷情况的准确判别结果。但是目前尚未形成针对复合绝缘子缺陷原始红外热图序列的统一处理和分析手段,需要检测人员具备相关专业的技术储备,对获取的大量动态热图数据管理不够规范,无法全面而深入地挖掘其中的缺陷信息。另一方面,复合绝缘子运行现场工作环境复杂,图像背景干扰、现场红外噪声、复合绝缘子本身发热等因素的影响较多,在实际检测时,需要对图像噪声进行处理,快速、智能地排除干扰,得到绝缘子原始红外图像进行处理和分析。The original infrared heat map sequence output by the active infrared thermal imaging detection technology reflects the change information of the surface temperature field distribution of the detected object after being subjected to active thermal excitation. Features such as depth will be reflected as different temperature change features in the original infrared heat map sequence. Therefore, it is necessary to use appropriate means to analyze the obtained change temperature field information on the basis of a full understanding of the thermal wave theory and the failure mechanism of composite insulators. Excavation and analysis, in order to obtain accurate identification results of composite insulator defects. However, a unified processing and analysis method for the original infrared heat map sequence of composite insulator defects has not yet been formed. It requires inspectors to have relevant professional technical reserves, and the management of a large number of dynamic heat map data obtained is not standardized enough to comprehensively and deeply dig out. defect information. On the other hand, the working environment of composite insulators is complex, image background interference, on-site infrared noise, heating of composite insulators and other factors are more affected. In actual inspection, image noise needs to be processed to quickly and intelligently eliminate interference. The original infrared image of the insulator is obtained for processing and analysis.

综上所述,运用主动红外热像检测技术对复合绝缘子内部缺陷进行检测时,原始数据庞大,背景干扰较多,对原始数据特征信息提取的过程较为复杂,影响了主动红外热像检测技术在复合绝缘子内部缺陷检测作业中的推广应用。红外热图序列处理分析及缺陷识别模块能够帮助解决这一问题。To sum up, when using the active infrared thermal imaging detection technology to detect the internal defects of composite insulators, the original data is huge, the background interference is more, and the process of extracting the characteristic information of the original data is relatively complicated, which affects the active infrared thermal imaging detection technology in Popularization and application in the detection of internal defects of composite insulators. The infrared heat map sequence processing analysis and defect identification module can help solve this problem.

参见图3,图3为本发明实施例提供的红外热图序列处理分析及缺陷识别模块与数据传输模块关系的结构框图。Referring to FIG. 3, FIG. 3 is a structural block diagram of the relationship between the infrared thermal image sequence processing analysis and defect identification module and the data transmission module provided by the embodiment of the present invention.

红外热图序列处理分析及缺陷识别模块10包括依次连接的复合绝缘子红外热图序列数据拟合与重建子模块13、复合绝缘子红外热图序列增强处理子模块14、复合绝缘子红外热图序列信息分离子模块15、复合绝缘子红外热图缺陷特征提取与定量识别子模块16和复合绝缘子缺陷对比判定及故障评估子模块17;The infrared heat map sequence processing analysis and defect identification module 10 includes a sequentially connected composite insulator infrared heat map sequence data fitting and reconstruction submodule 13, a composite insulator infrared heat map sequence enhancement processing submodule 14, a composite insulator infrared heat map sequence information analysis Ion module 15, composite insulator infrared heat map defect feature extraction and quantitative identification sub-module 16 and composite insulator defect comparison judgment and fault assessment sub-module 17;

复合绝缘子红外热图序列数据拟合与重建子模块13分别与热激励加载控制模块11和红外热像数据采集控制模块12连接。The composite insulator infrared thermal image sequence data fitting and reconstruction sub-module 13 is connected to the thermal excitation loading control module 11 and the infrared thermal image data acquisition control module 12 respectively.

复合绝缘子红外热图序列数据拟合与重建子模块13能够接收来自热激励加载控制模块11和红外热像数据采集控制模块12传来的数据,对数据进行处理。The composite insulator infrared thermal image sequence data fitting and reconstruction sub-module 13 can receive data from the thermal excitation loading control module 11 and the infrared thermal image data acquisition control module 12, and process the data.

S140,根据所述动态温度场数据,对所述动态温度场数据进行数据拟合、压缩与重建,获取复合绝缘子红外热图序列;S140. According to the dynamic temperature field data, perform data fitting, compression and reconstruction on the dynamic temperature field data, and obtain a composite insulator infrared heat map sequence;

在检测过程中,红外热像采集装置高频采集复合绝缘子在热激励前后的表面温度变化信息,将获得较为庞大的实验数据,且存储的数据量随着采集频率及时长的增加而线性增长,后续需要处理的数据量也大大增加。为降低帧间时域噪声、减小加热不均匀的影响,同时压缩存储空间、提高检测速度,复合绝缘子红外热图序列数据拟合与重建子模块13对采集到的原始动态温度信息进行数据拟合、压缩与重建,根据数据特点和拟合优度需求选取合适的拟合算法对动态温度数据进行拟合,模块包含的针对动态温度数据的拟合算法包括但不限于多项式拟合、非线性Levenberg-Marquardt拟合、基于遗传算法拟合、基于差分进化算法拟合等。拟合后的动态温度数据只需要存储有限的拟合参数即可,且存储数据量不随采集频率和时长的增长而增加。拟合后的动态温度数据可将原始红外热图序列重建为红外热图序列,帧间时域噪声减少,重建后的图像为后续操作奠定基础。In the detection process, the infrared thermal image acquisition device collects the surface temperature change information of the composite insulator before and after thermal excitation at high frequency, and will obtain a relatively large amount of experimental data, and the amount of stored data increases linearly with the increase of the acquisition frequency and duration. The amount of data that needs to be processed in the follow-up is also greatly increased. In order to reduce the temporal noise between frames, reduce the influence of uneven heating, compress the storage space, and improve the detection speed, the composite insulator infrared heat map sequence data fitting and reconstruction sub-module 13 performs data simulation on the collected original dynamic temperature information. Fitting, compression and reconstruction, according to the characteristics of the data and the requirements of goodness-of-fit, select an appropriate fitting algorithm to fit the dynamic temperature data. The fitting algorithms for dynamic temperature data included in the module include but are not limited to polynomial fitting, nonlinear Levenberg-Marquardt fitting, fitting based on genetic algorithm, fitting based on differential evolution algorithm, etc. The fitted dynamic temperature data only needs to store limited fitting parameters, and the amount of stored data does not increase with the increase of acquisition frequency and duration. The fitted dynamic temperature data can reconstruct the original infrared heat map sequence into an infrared heat map sequence, reducing temporal noise between frames, and the reconstructed image lays the foundation for subsequent operations.

首先利用均值滤波去除信号高频噪声,再基于激励后复合绝缘子温度变化的理论公式和Levenberg-Marquardt算法对图像数据进行拟合。由传热学理论分析可知,复合绝缘子表面某点在激励后的温度‐时间关系为:First, the high-frequency noise of the signal is removed by mean filtering, and then the image data is fitted based on the theoretical formula of the temperature change of the composite insulator after excitation and the Levenberg-Marquardt algorithm. According to the theoretical analysis of heat transfer, the temperature-time relationship of a certain point on the surface of the composite insulator after excitation is:

将常数合并,重新定义3个待求参数a,b,c,该公式可进一步简化为:Combining the constants and redefining the three parameters a, b, and c to be sought, the formula can be further simplified as:

Levenberg‐Marquardt算法(简称LM算法)是介于牛顿法与梯度下降法之间的一种非线性优化方法,能有效地处理上述非线性参数拟合问题。考虑函数关系x=f(p),其中p∈Rn×1是参数向量,x∈Rm×1是接近于真实值的观测向量。由于存在测量误差,没有严格的函数关系,只存在估计值因此需要使估计误差尽可能小,即求解如下最小化问题:The Levenberg‐Marquardt algorithm (LM algorithm for short) is a nonlinear optimization method between the Newton method and the gradient descent method, which can effectively deal with the nonlinear parameter fitting problem mentioned above. Consider the functional relationship x=f(p), where p∈R n×1 is a parameter vector, and x∈R m×1 is close to the real value observation vector. Due to measurement errors, there is no strict functional relationship, only estimated values Therefore, it is necessary to make the estimation error As small as possible, that is, to solve the following minimization problem:

给定一个初始解pk,考虑f(p)在pk点附近的一阶近似f(pkk)=f(pk)+Jk·δk,其中Jk是Jacobi矩阵在pk点的值。寻找下一个迭代点pk+1=pkk使得:Given an initial solution p k , consider the first-order approximation f(p kk )=f(p k )+J k ·δ k of f(p) around point p k , where J k is the Jacobi matrix at The value of point p k . Find the next iteration point p k+1 = p k + δ k such that:

该最小化问题本质上就是已知Jk和εk,求解超定线性方程Jkδk=εk。根据最小二乘法,其解为:The essence of this minimization problem is to solve the overdetermined linear equation J k δ kk when J k and ε k are known. According to the method of least squares, the solution is:

LM算法即使用代替得到:The LM algorithm uses replace get:

在LM算法中,每一次迭代是寻找一个合适的阻尼因子λk,λkI为阻尼项。初始红外热图序列经拟合后成为红外热图序列,帧间时域噪声显著降低,加热不均匀的影响减小,缺陷对比度增强,存储空间大大压缩,检测精度和速度均得到提高,且为后续缺陷定性、定量识别奠定了基础。复合绝缘子红外热图序列输入到复合绝缘子红外热图序列增强处理子模块14。In the LM algorithm, each iteration is to find a suitable damping factor λ k , and λ k I is the damping item. The initial infrared heat map sequence becomes an infrared heat map sequence after fitting, the time domain noise between frames is significantly reduced, the influence of uneven heating is reduced, the defect contrast is enhanced, the storage space is greatly compressed, and the detection accuracy and speed are improved. The subsequent qualitative and quantitative identification of defects laid the foundation. The composite insulator infrared heat map sequence is input to the composite insulator infrared heat map sequence enhancement processing sub-module 14 .

S150,根据所述复合绝缘子红外热图序列,通过数据后处理获取复合绝缘子红外热图序列特定频率目标响应信号;S150, according to the composite insulator infrared heat map sequence, obtain a specific frequency target response signal of the composite insulator infrared heat map sequence through data post-processing;

S160,根据所述复合绝缘子红外热图序列特定频率目标响应信号,获取复合绝缘子目标响应信号的幅值图和相位图。S160. Acquire an amplitude map and a phase map of the target response signal of the composite insulator according to the specific frequency target response signal of the composite insulator infrared heat map sequence.

通过复合绝缘子红外热图序列增强处理子模块14来实现上述功能。The above functions are realized by the composite insulator infrared thermal image sequence enhancement processing sub-module 14 .

参见图6,图6为本发明实施例提供的获得复合绝缘子目标响应信号的幅值图和相位图方法的流程示意图。按照下述步骤根据所述复合绝缘子红外热图序列特定频率目标响应信号,获取复合绝缘子目标响应信号的幅值图和相位图:Referring to FIG. 6 , FIG. 6 is a schematic flowchart of a method for obtaining an amplitude map and a phase map of a target response signal of a composite insulator provided by an embodiment of the present invention. According to the following steps, according to the specific frequency target response signal of the composite insulator infrared heat map sequence, the amplitude map and phase map of the composite insulator target response signal are obtained:

S210,根据所述复合绝缘子红外热图序列特定频率目标响应信号,获得复合绝缘子目标响应信号的幅值和相位;S210. Obtain the amplitude and phase of the target response signal of the composite insulator according to the specific frequency target response signal of the composite insulator infrared heat map sequence;

S220,根据所述复合绝缘子目标响应信号的幅值和相位与所述可控热激励的调制频率的对应关系,获得复合绝缘子目标响应信号的幅值图和相位图。S220. Obtain an amplitude diagram and a phase diagram of the composite insulator target response signal according to the corresponding relationship between the amplitude and phase of the composite insulator target response signal and the modulation frequency of the controllable thermal excitation.

动态温度场数据通常含有直流信号、噪声信号等干扰信号,需要从中提取出与可控热激励的调制频率同频率的响应信号,进而分析缺陷信息。如果缺陷尺寸较小或深度较深,则有用信号很可能被淹没在噪声信号中,此时需要通过数据后处理抑制噪声信号,增强有用信号,进而分离出复合绝缘子红外热图序列特定频率目标响应信号。The dynamic temperature field data usually contains interference signals such as DC signals and noise signals, and it is necessary to extract the response signal with the same frequency as the modulation frequency of the controllable thermal excitation, and then analyze the defect information. If the defect size is small or the depth is deep, the useful signal is likely to be submerged in the noise signal. At this time, it is necessary to suppress the noise signal through data post-processing, enhance the useful signal, and then separate the specific frequency target response of the composite insulator infrared heat map sequence Signal.

此处使用傅里叶变换法分离出复合绝缘子红外热图序列特定频率目标响应信号。在缺陷检测过程中,红外热像采集装置在采样频率fs(时间间隔为Δt)下采集到的每个像素点对应N个离散温度时域信号T(t)。通过快速傅里叶变换得到频域上的信号:Here, the Fourier transform method is used to separate the specific frequency target response signal of the composite insulator infrared heat map sequence. During the defect detection process, each pixel point collected by the infrared thermal image acquisition device at the sampling frequency f s (time interval Δt) corresponds to N discrete temperature time-domain signals T(t). The signal in the frequency domain is obtained by fast Fourier transform:

式中,n为离散值的序列号,Re(f)、Im(f)分别为频域信号的实部和虚部。幅值和相位的表达式为:In the formula, n is the serial number of the discrete value, and Re(f) and Im(f) are the real part and imaginary part of the frequency domain signal respectively. The expressions for magnitude and phase are:

对复合绝缘子红外热图序列中的所有像素点进行计算,分别得到热图像的幅值图和相位图。由于时域信号是实数值,用N幅热图的时间数据可以获得N/2个频率数据。离散频率为:All pixels in the composite insulator infrared thermal image sequence are calculated, and the amplitude map and phase map of the thermal image are obtained respectively. Since the time domain signal is real-valued, N/2 frequency data can be obtained by using the time data of N heatmaps. The discrete frequencies are:

式中,N为热图序列的图像帧数,Δt为采样时间间隔,n=0,1,2,……,N/2。最高频率由采集速率决定,最低频率由实验持续时间决定。实际上因为绝大部分能量集中在低频,所以只有前面几个频率比较重要。高频部分包含较强的噪声。In the formula, N is the image frame number of the heat map sequence, Δt is the sampling time interval, n=0,1,2,...,N/2. The highest frequency is determined by the acquisition rate and the lowest frequency is determined by the duration of the experiment. In fact, because most of the energy is concentrated in the low frequencies, only the first few frequencies are more important. The high frequency part contains strong noise.

由红外热图序列中提取的复合绝缘子红外热图序列特定频率目标响应信号可以计算出被检测复合绝缘子表面每一点在可控热激励的调制频率激励下响应信号的幅值和相位,根据复合绝缘子目标响应信号的幅值和相位与可控热激励的调制频率的对应关系,依次排列即可得到复合绝缘子目标响应信号的幅值图和相位图。处理后得到的特征频率幅值图和相位图传输到复合绝缘子红外热图序列信息分离子模块15。The specific frequency target response signal of the composite insulator infrared heat map sequence extracted from the infrared heat map sequence can calculate the amplitude and phase of the response signal at each point on the surface of the detected composite insulator under the modulation frequency excitation of the controllable thermal excitation, according to the composite insulator The corresponding relationship between the amplitude and phase of the target response signal and the modulation frequency of the controllable thermal excitation can be arranged in order to obtain the amplitude diagram and phase diagram of the target response signal of the composite insulator. The characteristic frequency amplitude map and phase map obtained after processing are transmitted to the composite insulator infrared heat map sequence information separation sub-module 15 .

S170,将所述动态温度场数据、复合绝缘子红外热图序列、复合绝缘子红外热图序列特定频率目标响应信号、复合绝缘子目标响应信号的幅值图和相位图存入背景数据库;S170, storing the dynamic temperature field data, the composite insulator infrared heat map sequence, the composite insulator infrared heat map sequence specific frequency target response signal, and the amplitude map and phase map of the composite insulator target response signal into the background database;

需要说明的是,上述存入背景数据库中的数据,为复合绝缘子内部缺陷的主动红外热像检测过程中的中间数据,由于复合绝缘子红外热图序列数据拟合与重建子模块13、复合绝缘子红外热图序列增强处理子模块14、复合绝缘子红外热图序列信息分离子模块15、复合绝缘子红外热图缺陷特征提取与定量识别子模块16和复合绝缘子缺陷对比判定及故障评估子模块17分别与数据传输模块18连接,通过数据传输模块18将处理后的数据向后传递,应用于后续的检测工序,并且被送入负责存储的模块存储起来。It should be noted that the above-mentioned data stored in the background database are intermediate data in the process of active infrared thermal imaging detection of internal defects of composite insulators. The heat map sequence enhancement processing sub-module 14, the composite insulator infrared heat map sequence information separation sub-module 15, the composite insulator infrared heat map defect feature extraction and quantitative identification sub-module 16, and the composite insulator defect comparison judgment and fault evaluation sub-module 17 are respectively connected with the data The transmission module 18 is connected, and the processed data is transmitted backward through the data transmission module 18, applied to the subsequent detection process, and sent to the module responsible for storage for storage.

S180,根据所述复合绝缘子目标响应信号的幅值图和相位图,识别和分析复合绝缘子的内部缺陷。S180. Identify and analyze internal defects of the composite insulator according to the amplitude diagram and phase diagram of the target response signal of the composite insulator.

参见图7,图7为本发明实施例提供的识别和分析复合绝缘子的内部缺陷方法的流程示意图。按照下述步骤根据所述复合绝缘子目标响应信号的幅值图和相位图,识别和分析复合绝缘子的内部缺陷:Referring to FIG. 7 , FIG. 7 is a schematic flowchart of a method for identifying and analyzing internal defects of a composite insulator provided by an embodiment of the present invention. Identify and analyze the internal defects of the composite insulator according to the amplitude diagram and phase diagram of the target response signal of the composite insulator according to the following steps:

S310,根据所述复合绝缘子目标响应信号的幅值图和相位图,与所述背景数据库中数据对比,分离并储存异常区域信息;S310. According to the amplitude diagram and phase diagram of the target response signal of the composite insulator, compare it with the data in the background database, separate and store abnormal area information;

复合绝缘子红外热图序列信息分离子模块15,在复合绝缘子目标响应信号的幅值图和相位图上进行对比搜索,锁定图像中与背景数据库中数据存在差异的像素点及这些差异在频率响应上的变化情况,即可分离出需要进一步判别的疑似缺陷区域及其随频率响应变化的特征,此过程还可以剔除图像上疑似缺陷的噪声点。异常区域信息传输到复合绝缘子红外热图缺陷特征提取与定量识别子模块16。Composite insulator infrared heat map sequence information separation sub-module 15, conducts comparative search on the amplitude map and phase map of the composite insulator target response signal, and locks the pixels in the image that are different from the data in the background database and the differences in frequency response The change of the frequency response can be used to separate the suspected defect area that needs further discrimination and its characteristics that change with the frequency response. This process can also eliminate the noise points of the suspected defect on the image. The abnormal area information is transmitted to the defect feature extraction and quantitative identification sub-module 16 of the composite insulator infrared heat map.

S320,提取所述异常区域信息,根据所述异常区域信息,识别并储存复合绝缘子的内部缺陷区域形状和缺陷区域特征;所述缺陷区域特征包括缺陷的尺寸、深度和导热率;S320, extracting the abnormal area information, identifying and storing the internal defect area shape and defect area characteristics of the composite insulator according to the abnormal area information; the defect area characteristics include defect size, depth and thermal conductivity;

复合绝缘子红外热图缺陷特征提取与定量识别子模块16,用于对分离出的异常区域信息进行特征提取,识别出缺陷区域形状并计算缺陷的尺寸大小、深度、导热率等参数。复合绝缘子的内部缺陷区域形状和缺陷区域特征传输到复合绝缘子缺陷对比判定及故障评估子模块17。The defect feature extraction and quantitative identification sub-module 16 of the composite insulator infrared heat map is used to extract the feature of the separated abnormal area information, identify the shape of the defect area and calculate the size, depth, thermal conductivity and other parameters of the defect. The internal defect area shape and defect area characteristics of the composite insulator are transmitted to the composite insulator defect comparison judgment and fault evaluation sub-module 17 .

S330,根据所述复合绝缘子的内部缺陷区域形状和缺陷区域特征,与所述背景数据库中数据对比,分析并储存复合绝缘子的内部缺陷类型和形成原因。S330, according to the internal defect area shape and defect area characteristics of the composite insulator, compare with the data in the background database, analyze and store the internal defect type and formation cause of the composite insulator.

复合绝缘子缺陷对比判定及故障评估子模块17,用于将复合绝缘子的内部缺陷区域形状和缺陷区域特征与背景数据库中数据进行对比,分析缺陷类型及其可能的形成原因以及可能导致的故障模式等。The Composite Insulator Defect Comparison Judgment and Fault Evaluation Sub-module 17 is used to compare the internal defect area shape and defect area characteristics of the composite insulator with the data in the background database, analyze the defect type and its possible causes, and possible failure modes, etc. .

需要说明的是,由于复合绝缘子红外热图序列数据拟合与重建子模块13、复合绝缘子红外热图序列增强处理子模块14、复合绝缘子红外热图序列信息分离子模块15、复合绝缘子红外热图缺陷特征提取与定量识别子模块16和复合绝缘子缺陷对比判定及故障评估子模块17分别与数据传输模块18连接,通过数据传输模块18将处理后的数据向后传递,应用于后续的检测工序,并且被送入负责存储的模块存储起来。It should be noted that due to the composite insulator infrared heat map sequence data fitting and reconstruction sub-module 13, the composite insulator infrared heat map sequence enhancement processing sub-module 14, the composite insulator infrared heat map sequence information separation sub-module 15, and the composite insulator infrared heat map sequence The defect feature extraction and quantitative identification sub-module 16 and the composite insulator defect comparison determination and fault evaluation sub-module 17 are respectively connected to the data transmission module 18, and the processed data is transmitted backward through the data transmission module 18, and applied to the subsequent detection process, And it is sent to the module responsible for storage for storage.

数据传输模块8,将提取的复合绝缘子缺陷红外热图序列特征和定量计算出的缺陷参数以及对缺陷特征的判定结论等信息输入到复合绝缘子主动红外热像特征数据库,同时可以作为接口将背景数据库中的指定数据导入到复合绝缘子缺陷对比判定及故障评估子模块17进行数据对比。The data transmission module 8 inputs the extracted composite insulator defect infrared thermal map sequence features, quantitatively calculated defect parameters, and judgment conclusions on defect characteristics and other information into the composite insulator active infrared thermal imaging feature database, and can serve as an interface to transfer the background database The specified data in is imported to composite insulator defect comparison judgment and fault evaluation sub-module 17 for data comparison.

参见图4,图4为本发明实施例提供的数据传输模块与数据管理维护模块关系的结构框图。Referring to FIG. 4, FIG. 4 is a structural block diagram of the relationship between the data transmission module and the data management and maintenance module provided by the embodiment of the present invention.

数据管理维护模块19包括权限管理模块191、数据存储模块192、数据查询导出模块193和数据维护模块194;数据存储模块192与数据传输模块18连接;The data management and maintenance module 19 includes a rights management module 191, a data storage module 192, a data query derivation module 193 and a data maintenance module 194; the data storage module 192 is connected with the data transmission module 18;

数据存储模块192分别与数据查询导出模块193和数据维护模块194连接;数据查询导出模块193和数据维护模块194分别与权限管理模块191连接。The data storage module 192 is connected to the data query export module 193 and the data maintenance module 194 respectively; the data query export module 193 and the data maintenance module 194 are connected to the authority management module 191 respectively.

数据管理维护模块19的作用是管理用户对所述背景数据库中数据的访问权限,控制外部接口;提供所述背景数据库中数据存储、查询和导出功能;修改、添加或删除所述背景数据库中数据。具体的:The function of the data management and maintenance module 19 is to manage the user's access authority to the data in the background database, and control the external interface; provide data storage, query and export functions in the background database; modify, add or delete data in the background database . specific:

权限管理模块191,管理用户对背景数据库的访问权限,包括指纹认证和密码认证两种认证方式,控制外部接口。The authority management module 191 manages the user's access authority to the background database, including two authentication methods of fingerprint authentication and password authentication, and controls the external interface.

数据存储模块192,负责背景数据库数据的存储。用于存储复合绝缘子无缺陷情况下主动红外热像的检测数据和根据检测数据得到的计算数据,以及复合绝缘子内部缺陷的主动红外热像检测过程中的产生的中间数据。The data storage module 192 is responsible for storing background database data. It is used to store the detection data of the active infrared thermal image and the calculation data obtained according to the detection data when the composite insulator has no defects, as well as the intermediate data generated during the active infrared thermal image detection process of the internal defects of the composite insulator.

数据查询导出模块193,用户可根据绝缘子型号、缺陷参数、检测日期等对数据库内复合绝缘子动态温度场数据及相应的故障信息进行查询,并以红外热图序列、特征频率幅值图和相位图、温度特性曲线、特征参数表格等形式导出数据结果。Data query and export module 193, the user can query the dynamic temperature field data and corresponding fault information of the composite insulator in the database according to the insulator model, defect parameters, detection date, etc., and use the infrared heat map sequence, characteristic frequency amplitude map and phase map , temperature characteristic curve, characteristic parameter table and other forms to export data results.

数据维护模块194,对背景数据库中的数据进行修改、添加或删除操作。The data maintenance module 194 modifies, adds or deletes the data in the background database.

另外,需要说明的是,本发明所有涉及存储的数据,最后都进入数据存储模块192,所有数据共同组成背景数据库。In addition, it should be noted that all data related to storage in the present invention finally enters the data storage module 192, and all data together form a background database.

由以上技术方案可知,本发明实施例提供了一种复合绝缘子内部缺陷的主动红外热像检测装置及方法,包括可调制光辐射热激励加载装置、红外热像采集装置和控制及数据处理分析装置1。控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,使复合绝缘子表面形成动态温度场数据控制红外热像采集装置采集动态温度场数据;利用控制及数据处理分析装置1对动态温度场数据进行识别和分析,获取复合绝缘子的内部缺陷的具体情况。因此,本发明提供的复合绝缘子内部缺陷的主动红外热像检测装置及方法,能够解决现有的复合绝缘子缺陷的检测方法灵敏度低,复杂耗时,具有破坏性,检测条件要求高的问题。It can be seen from the above technical solutions that the embodiment of the present invention provides an active infrared thermal image detection device and method for internal defects of a composite insulator, including a modulating optical radiation thermal excitation loading device, an infrared thermal image acquisition device, and a control and data processing and analysis device 1. Control the modulatable optical radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, so that the composite insulator surface forms a dynamic temperature field data control infrared thermal image acquisition device to collect dynamic temperature field data; use the control and data processing analysis device 1 to monitor the dynamic temperature Identify and analyze the field data to obtain the specific situation of the internal defects of the composite insulator. Therefore, the active infrared thermal imaging detection device and method for internal defects of composite insulators provided by the present invention can solve the problems of low sensitivity, complicated and time-consuming, destructive and high detection conditions of existing detection methods for composite insulator defects.

本领域技术人员在考虑说明书及实践这里公开的发明后,将容易想到本发明的其它实施方案。本申请旨在涵盖本发明的任何变型、用途或者适应性变化,这些变型、用途或者适应性变化遵循本发明的一般性原理并包括本发明未公开的本技术领域中的公知常识或惯用技术手段。说明书和实施例仅被视为示例性的,本发明的真正范围和精神由所附的权利要求指出。Other embodiments of the invention will be readily apparent to those skilled in the art from consideration of the specification and practice of the invention disclosed herein. This application is intended to cover any modification, use or adaptation of the present invention, these modifications, uses or adaptations follow the general principles of the present invention and include common knowledge or conventional technical means in the technical field not disclosed in the present invention . The specification and examples are to be considered exemplary only, with the true scope and spirit of the invention indicated by the appended claims.

应当理解的是,本发明并不局限于上面已经描述并在附图中示出的精确结构,并且可以在不脱离其范围进行各种修改和改变。本发明的范围仅由所附的权利要求来限制。It should be understood that the present invention is not limited to the precise constructions which have been described above and shown in the accompanying drawings, and various modifications and changes may be made without departing from the scope thereof. The scope of the invention is limited only by the appended claims.

本说明书中各个实施例之间相同相似的部分互相参见即可。尤其,对于方法实施例而言,由于其基本相似于装置实施例,所以描述的比较简单,相关之处参见装置实施例中的说明即可。For the same and similar parts among the various embodiments in this specification, please refer to each other. In particular, for the method embodiment, since it is basically similar to the device embodiment, the description is relatively simple, and for relevant parts, refer to the description in the device embodiment.

Claims (10)

1.一种复合绝缘子内部缺陷的主动红外热像检测装置,其特征在于,包括可调制光辐射热激励加载装置、红外热像采集装置、控制及数据处理分析装置;1. An active infrared thermal image detection device for internal defects of a composite insulator, characterized in that it includes a modulating optical radiation thermal excitation loading device, an infrared thermal image acquisition device, a control and data processing and analysis device; 所述可调制光辐射热激励加载装置和所述红外热像采集装置分别与所述控制及数据处理分析装置连接;The modulating optical radiation thermal excitation loading device and the infrared thermal image acquisition device are respectively connected to the control and data processing and analysis device; 所述可调制光辐射热激励加载装置由光辐射调制电路、供电电源和两支可调制光源组成;所述光辐射调制电路分别与所述控制及数据处理分析装置、所述供电电源以及两支所述可调制光源连接;The modulating optical radiation thermal excitation loading device is composed of an optical radiation modulation circuit, a power supply and two modulating light sources; the optical radiation modulation circuit is connected with the control and data processing and analysis device, the power supply and two The adjustable light source is connected; 所述红外热像采集装置包括高精度红外热像仪和数据采集卡;所述高精度红外热像仪与所述数据采集卡连接,所述数据采集卡与所述控制及数据处理分析装置连接;The infrared thermal image acquisition device includes a high-precision infrared thermal imager and a data acquisition card; the high-precision infrared thermal imager is connected to the data acquisition card, and the data acquisition card is connected to the control and data processing and analysis device ; 所述控制及数据处理分析装置包括热激励加载控制模块、红外热像数据采集控制模块、红外热图序列处理分析及缺陷识别模块、数据传输模块和数据管理维护模块;The control and data processing and analysis device includes a thermal excitation loading control module, an infrared thermal image data acquisition control module, an infrared thermal image sequence processing analysis and defect identification module, a data transmission module and a data management and maintenance module; 所述热激励加载控制模块与所述光辐射调制电路连接;所述红外热像数据采集控制模块与所述数据采集卡连接;The thermal excitation loading control module is connected to the optical radiation modulation circuit; the infrared thermal imaging data acquisition control module is connected to the data acquisition card; 所述热激励加载控制模块和所述红外热像数据采集控制模块分别与所述红外热图序列处理分析及缺陷识别模块连接;所述红外热图序列处理分析及缺陷识别模块与所述数据传输模块连接;所述数据传输模块与所述数据管理维护模块连接。The thermal excitation loading control module and the infrared thermal image data acquisition control module are respectively connected to the infrared thermal image sequence processing analysis and defect identification module; the infrared thermal image sequence processing analysis and defect identification module is connected to the data transmission The modules are connected; the data transmission module is connected with the data management and maintenance module. 2.根据权利要求1所述的复合绝缘子内部缺陷的主动红外热像检测装置,其特征在于,所述红外热图序列处理分析及缺陷识别模块包括依次连接的复合绝缘子红外热图序列数据拟合与重建子模块、复合绝缘子红外热图序列增强处理子模块、复合绝缘子红外热图序列信息分离子模块、复合绝缘子红外热图缺陷特征提取与定量识别子模块和复合绝缘子缺陷对比判定及故障评估子模块;2. The active infrared thermal imaging detection device for internal defects of composite insulators according to claim 1, wherein the infrared thermal image sequence processing analysis and defect identification module includes sequentially connected composite insulator infrared thermal image sequence data fitting and reconstruction sub-module, composite insulator infrared heat map sequence enhancement processing sub-module, composite insulator infrared heat map sequence information separation sub-module, composite insulator infrared heat map defect feature extraction and quantitative identification sub-module and composite insulator defect comparison judgment and fault evaluation sub-module module; 所述复合绝缘子红外热图序列数据拟合与重建子模块分别与所述热激励加载控制模块和所述红外热像数据采集控制模块连接;The composite insulator infrared thermal image sequence data fitting and reconstruction sub-module is respectively connected with the thermal excitation loading control module and the infrared thermal image data acquisition control module; 所述复合绝缘子红外热图序列数据拟合与重建子模块、复合绝缘子红外热图序列增强处理子模块、复合绝缘子红外热图序列信息分离子模块、复合绝缘子红外热图缺陷特征提取与定量识别子模块和复合绝缘子缺陷对比判定及故障评估子模块分别与所述数据传输模块连接。The composite insulator infrared heat map sequence data fitting and reconstruction submodule, the composite insulator infrared heat map sequence enhancement processing submodule, the composite insulator infrared heat map sequence information separation submodule, and the composite insulator infrared heat map defect feature extraction and quantitative identifier The module and the composite insulator defect comparison judgment and fault evaluation sub-module are respectively connected with the data transmission module. 3.根据权利要求1所述的复合绝缘子内部缺陷的主动红外热像检测装置,其特征在于,所述数据管理维护模块包括权限管理模块、数据存储模块、数据查询导出模块和数据维护模块;3. The active infrared thermal image detection device for internal defects of a composite insulator according to claim 1, wherein the data management and maintenance module includes a rights management module, a data storage module, a data query and export module, and a data maintenance module; 所述数据存储模块与所述数据传输模块连接;The data storage module is connected to the data transmission module; 所述数据存储模块分别与所述数据查询导出模块和数据维护模块连接;所述数据查询导出模块和数据维护模块分别与所述权限管理模块连接。The data storage module is respectively connected to the data query export module and the data maintenance module; the data query export module and the data maintenance module are respectively connected to the authority management module. 4.根据权利要求1所述的复合绝缘子内部缺陷的主动红外热像检测装置,其特征在于,所述可调制光辐射热激励加载装置还包括遮光罩,所述遮光罩由反光罩和透明玻璃围成,所述可调制光源位于所述遮光罩内,所述可调制光源光照面朝向所述透明玻璃。4. The active infrared thermal imaging detection device for internal defects of composite insulators according to claim 1, characterized in that, the modulating optical radiation thermal excitation loading device also includes a light shield, and the light shield is composed of a reflector and a transparent glass Enclosed, the adjustable light source is located in the shading cover, and the illuminated surface of the adjustable light source faces the transparent glass. 5.根据权利要求1所述的复合绝缘子内部缺陷的主动红外热像检测装置,其特征在于,所述可调制光源的功率为800W。5 . The active infrared thermal imaging detection device for internal defects of composite insulators according to claim 1 , wherein the power of the adjustable light source is 800W. 6.根据权利要求1所述的复合绝缘子内部缺陷的主动红外热像检测装置,其特征在于,所述高精度红外热像仪为制冷型长波量子阱红外光电探测器。6 . The active infrared thermal image detection device for internal defects of composite insulators according to claim 1 , wherein the high-precision infrared thermal imager is a cooled long-wave quantum well infrared photodetector. 7.一种复合绝缘子内部缺陷的主动红外热像检测方法,其特征在于,包括:7. An active infrared thermal image detection method for internal defects of a composite insulator, characterized in that it comprises: 建立背景数据库;Create a background database; 控制可调制光辐射热激励加载装置对复合绝缘子施加可控热激励,使复合绝缘子表面形成动态温度场数据;所述可控热激励包括热激励的时长、功率和调制频率;Controlling the modulating optical radiation thermal excitation loading device to apply controllable thermal excitation to the composite insulator, so that the surface of the composite insulator forms dynamic temperature field data; the controllable thermal excitation includes the duration, power and modulation frequency of the thermal excitation; 调节红外热像采集装置的视场和焦距,设置红外热像采集装置的图像采集时长和采集频率,控制红外热像采集装置采集所述动态温度场数据;Adjusting the field of view and focal length of the infrared thermal image acquisition device, setting the image acquisition duration and acquisition frequency of the infrared thermal image acquisition device, and controlling the infrared thermal image acquisition device to collect the dynamic temperature field data; 根据所述动态温度场数据,对所述动态温度场数据进行数据拟合、压缩与重建,获取复合绝缘子红外热图序列;According to the dynamic temperature field data, data fitting, compression and reconstruction are performed on the dynamic temperature field data to obtain a composite insulator infrared heat map sequence; 根据所述复合绝缘子红外热图序列,通过数据后处理获取复合绝缘子红外热图序列特定频率目标响应信号;According to the infrared heat map sequence of the composite insulator, a specific frequency target response signal of the composite insulator infrared heat map sequence is obtained through data post-processing; 根据所述复合绝缘子红外热图序列特定频率目标响应信号,获取复合绝缘子目标响应信号的幅值图和相位图;According to the specific frequency target response signal of the composite insulator infrared heat map sequence, the amplitude diagram and phase diagram of the composite insulator target response signal are obtained; 将所述动态温度场数据、复合绝缘子红外热图序列、复合绝缘子红外热图序列特定频率目标响应信号、复合绝缘子目标响应信号的幅值图和相位图存入所述背景数据库;storing the dynamic temperature field data, the composite insulator infrared heat map sequence, the composite insulator infrared heat map sequence specific frequency target response signal, and the amplitude map and phase map of the composite insulator target response signal into the background database; 根据所述复合绝缘子目标响应信号的幅值图和相位图,识别和分析复合绝缘子的内部缺陷。According to the amplitude diagram and phase diagram of the target response signal of the composite insulator, internal defects of the composite insulator are identified and analyzed. 8.根据权利要求7所述的复合绝缘子内部缺陷的主动红外热像检测方法,其特征在于,还包括:8. The active infrared thermal image detection method for internal defects of a composite insulator according to claim 7, further comprising: 管理用户对所述背景数据库中数据的访问权限,控制外部接口;提供所述背景数据库中数据存储、查询和导出功能;修改、添加或删除所述背景数据库中数据。Manage users' access rights to data in the background database, control external interfaces; provide data storage, query and export functions in the background database; modify, add or delete data in the background database. 9.根据权利要求7所述的复合绝缘子内部缺陷的主动红外热像检测方法,其特征在于,按照下述步骤根据所述复合绝缘子红外热图序列特定频率目标响应信号,获得复合绝缘子目标响应信号的幅值图和相位图:9. The active infrared thermal image detection method for internal defects of composite insulators according to claim 7, characterized in that, according to the following steps, according to the specific frequency target response signal of the composite insulator infrared heat map sequence, the composite insulator target response signal is obtained The magnitude and phase plots for : 根据所述复合绝缘子红外热图序列特定频率目标响应信号,获得复合绝缘子目标响应信号的幅值和相位;Obtain the amplitude and phase of the target response signal of the composite insulator according to the specific frequency target response signal of the composite insulator infrared heat map sequence; 根据所述复合绝缘子目标响应信号的幅值和相位与所述可控热激励的调制频率的对应关系,获得复合绝缘子目标响应信号的幅值图和相位图。According to the corresponding relationship between the amplitude and phase of the target response signal of the composite insulator and the modulation frequency of the controllable thermal excitation, an amplitude diagram and a phase diagram of the target response signal of the composite insulator are obtained. 10.根据权利要求7所述的复合绝缘子内部缺陷的主动红外热像检测方法,其特征在于,按照下述步骤根据所述复合绝缘子目标响应信号的幅值图和相位图,识别和分析复合绝缘子的内部缺陷:10. The active infrared thermal image detection method for internal defects of composite insulators according to claim 7, characterized in that the composite insulators are identified and analyzed according to the amplitude diagram and phase diagram of the target response signal of the composite insulator according to the following steps internal flaws: 根据所述复合绝缘子目标响应信号的幅值图和相位图,与所述背景数据库中数据对比,分离并储存异常区域信息;According to the amplitude map and phase map of the target response signal of the composite insulator, compare it with the data in the background database, separate and store the abnormal area information; 提取所述异常区域信息,根据所述异常区域信息,识别并储存复合绝缘子的内部缺陷区域形状和缺陷区域特征;所述缺陷区域特征包括缺陷的尺寸、深度和导热率;Extracting the abnormal area information, identifying and storing the internal defect area shape and defect area characteristics of the composite insulator according to the abnormal area information; the defect area characteristics include defect size, depth and thermal conductivity; 根据所述复合绝缘子的内部缺陷区域形状和缺陷区域特征,与所述背景数据库中数据对比,分析并储存复合绝缘子的内部缺陷类型和形成原因。According to the shape and characteristics of the internal defect area of the composite insulator, and comparing with the data in the background database, the internal defect type and the cause of formation of the composite insulator are analyzed and stored.
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CN111062920B (en) * 2019-12-13 2023-06-20 北京百度网讯科技有限公司 Method and device for generating semiconductor detection report
CN111829663A (en) * 2020-06-19 2020-10-27 南方电网科学研究院有限责任公司 Composite insulator defect classification diagnosis method based on surface temperature distribution
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CN113433168A (en) * 2021-06-30 2021-09-24 浙江农林大学 Device and method for identifying adhesive defects of steel-bonded reinforced concrete structure based on eddy thermal image
CN113433168B (en) * 2021-06-30 2022-08-05 浙江农林大学 Device and method for identifying adhesive defects of bonded steel reinforced structures based on eddy current thermal imaging
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CN119247077A (en) * 2024-12-06 2025-01-03 深圳市特发泰科通信科技有限公司 A DC power system insulation detection method based on 5G technology
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