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CN113753154B - Transformer substation intelligent inspection system based on 5G and artificial intelligence - Google Patents

Transformer substation intelligent inspection system based on 5G and artificial intelligence Download PDF

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Publication number
CN113753154B
CN113753154B CN202111075243.8A CN202111075243A CN113753154B CN 113753154 B CN113753154 B CN 113753154B CN 202111075243 A CN202111075243 A CN 202111075243A CN 113753154 B CN113753154 B CN 113753154B
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servo motor
base
artificial intelligence
aerial vehicle
unmanned aerial
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CN113753154A (en
Inventor
王亮
魏荣乐
寇启龙
周磊月
纪中豪
段梦菲
王清
段效琛
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State Grid Corp of China SGCC
Luoyang Power Supply Co of State Grid Henan Electric Power Co Ltd
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State Grid Corp of China SGCC
Luoyang Power Supply Co of State Grid Henan Electric Power Co Ltd
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    • BPERFORMING OPERATIONS; TRANSPORTING
    • B62LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
    • B62DMOTOR VEHICLES; TRAILERS
    • B62D63/00Motor vehicles or trailers not otherwise provided for
    • B62D63/02Motor vehicles
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B62LAND VEHICLES FOR TRAVELLING OTHERWISE THAN ON RAILS
    • B62DMOTOR VEHICLES; TRAILERS
    • B62D63/00Motor vehicles or trailers not otherwise provided for
    • B62D63/02Motor vehicles
    • B62D63/04Component parts or accessories
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64CAEROPLANES; HELICOPTERS
    • B64C39/00Aircraft not otherwise provided for
    • B64C39/02Aircraft not otherwise provided for characterised by special use
    • B64C39/022Tethered aircraft
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64DEQUIPMENT FOR FITTING IN OR TO AIRCRAFT; FLIGHT SUITS; PARACHUTES; ARRANGEMENT OR MOUNTING OF POWER PLANTS OR PROPULSION TRANSMISSIONS IN AIRCRAFT
    • B64D47/00Equipment not otherwise provided for
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64DEQUIPMENT FOR FITTING IN OR TO AIRCRAFT; FLIGHT SUITS; PARACHUTES; ARRANGEMENT OR MOUNTING OF POWER PLANTS OR PROPULSION TRANSMISSIONS IN AIRCRAFT
    • B64D47/00Equipment not otherwise provided for
    • B64D47/08Arrangements of cameras
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64FGROUND OR AIRCRAFT-CARRIER-DECK INSTALLATIONS SPECIALLY ADAPTED FOR USE IN CONNECTION WITH AIRCRAFT; DESIGNING, MANUFACTURING, ASSEMBLING, CLEANING, MAINTAINING OR REPAIRING AIRCRAFT, NOT OTHERWISE PROVIDED FOR; HANDLING, TRANSPORTING, TESTING OR INSPECTING AIRCRAFT COMPONENTS, NOT OTHERWISE PROVIDED FOR
    • B64F3/00Ground installations specially adapted for captive aircraft
    • B64F3/02Ground installations specially adapted for captive aircraft with means for supplying electricity to aircraft during flight
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C1/00Registering, indicating or recording the time of events or elapsed time, e.g. time-recorders for work people
    • G07C1/20Checking timed patrols, e.g. of watchman
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U2101/00UAVs specially adapted for particular uses or applications

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  • Engineering & Computer Science (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Chemical & Material Sciences (AREA)
  • Combustion & Propulsion (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Control Of Position, Course, Altitude, Or Attitude Of Moving Bodies (AREA)

Abstract

A transformer substation intelligent inspection system based on 5G and artificial intelligence comprises a base, an adjusting bracket and an unmanned aerial vehicle body; a base: the four corners of the bottom of the base are provided with steering units, the end parts of the steering units are provided with moving mechanisms, the middle part of the bottom end of the base is provided with a power supply, the top of the base is provided with a PLC (programmable logic controller), and the side surface of the PLC is provided with a 5G communication antenna; an adjusting frame: install at the top of base through horizontal adjustment regulating unit, this transformer substation intelligence system of patrolling and examining based on 5G and artificial intelligence can realize intellectual detection system and the early warning to the complicated defect of key equipment in the transformer substation, carries out intelligent abnormal examination and defect lookup to the substation equipment for the daily control and the operation of transformer substation are maintained, greatly reduce basic unit's operation and maintenance personnel work burden, provide effective guarantee for the steady operation of electric wire netting.

Description

一种基于5G和人工智能的变电站智能巡检系统A substation intelligent inspection system based on 5G and artificial intelligence

技术领域technical field

本发明涉及变电站智能巡检技术领域,尤其是涉及一种基于5G和人工智能的变电站智能巡检系统。The invention relates to the technical field of intelligent inspection of substations, in particular to an intelligent inspection system of substations based on 5G and artificial intelligence.

背景技术Background technique

传统的视频监控系统和智能巡检机器人虽已发展相对成熟,但巡检设备间缺少联系,面对大量的巡检数据,缺少智能高效的分析、判别手段,影响了巡检结果的准确性,为进一步保障变电站的安全生产,必须引入新的自动化、智能化技术来解决此问题;Although traditional video surveillance systems and intelligent inspection robots have developed relatively maturely, there is a lack of connection between inspection equipment. In the face of a large amount of inspection data, there is a lack of intelligent and efficient analysis and discrimination methods, which affects the accuracy of inspection results. In order to further ensure the safe production of substations, new automation and intelligent technologies must be introduced to solve this problem;

随着5G技术的发展,各行业都在积极探索、拓展相关应用,国家电网公司5G基站的建设也在有序进行,推进5G在智能电网、能源互联网体系中的建设,5G网络通信技术传输速度快、传输稳定性高,能够解决工作环境场景复杂而造成的传输时间过长或者传输不稳定的问题;With the development of 5G technology, various industries are actively exploring and expanding related applications. The construction of 5G base stations of State Grid Corporation of China is also proceeding in an orderly manner, promoting the construction of 5G in smart grid and energy Internet systems, and the transmission speed of 5G network communication technology. Fast, high transmission stability, can solve the problem of long transmission time or unstable transmission caused by complex working environment scenarios;

通过基于5G和人工智能技术的变电站智能巡检系统的研发与应用,可实现对变电站内关键设备复杂缺陷的智能检测和预警,对变电设备进行智能化异常检查和缺陷查找,用于变电站的日常监控及运营维护,极大减少基层运维人员工作负担,为电网的稳定运行提供有效保障;Through the development and application of the intelligent inspection system for substations based on 5G and artificial intelligence technology, intelligent detection and early warning of complex defects in key equipment in substations can be realized, and intelligent abnormal inspection and defect finding of substation equipment can be performed. Daily monitoring and operation and maintenance greatly reduce the workload of grass-roots operation and maintenance personnel and provide effective guarantee for the stable operation of the power grid;

为此,我们提出了一种基于5G和人工智能的变电站智能巡检系统。To this end, we propose an intelligent inspection system for substations based on 5G and artificial intelligence.

发明内容SUMMARY OF THE INVENTION

本发明要解决的技术问题是克服现有的缺陷,提供一种基于5G和人工智能的变电站智能巡检系统,可实现对变电站内关键设备复杂缺陷的智能检测和预警,对变电设备进行智能化异常检查和缺陷查找,用于变电站的日常监控及运营维护,极大减少基层运维人员工作负担,为电网的稳定运行提供有效保障,可以有效解决背景技术中的问题。The technical problem to be solved by the present invention is to overcome the existing defects and provide a substation intelligent inspection system based on 5G and artificial intelligence, which can realize intelligent detection and early warning of complex defects of key equipment in the substation, and intelligently perform intelligent inspection on the substation equipment. It is used for daily monitoring and operation and maintenance of substations, greatly reducing the workload of grass-roots operation and maintenance personnel, providing effective guarantee for the stable operation of the power grid, and can effectively solve the problems in the background technology.

为了实现所述发明目的,本发明采用如下技术方案:In order to achieve the purpose of the invention, the present invention adopts the following technical solutions:

一种基于5G和人工智能的变电站智能巡检系统,包括底座、调节架和无人机本体;An intelligent inspection system for substations based on 5G and artificial intelligence, including a base, an adjustment frame and a drone body;

底座:底部四角安装有转向单元,转向单元的端部安装有移动机构,所述底座的底端中部安装有电源,底座的顶部安装有PLC控制器,且PLC控制器的侧面装配有5G通信天线;Base: A steering unit is installed at the four corners of the bottom, a moving mechanism is installed at the end of the steering unit, a power supply is installed in the middle of the bottom end of the base, a PLC controller is installed on the top of the base, and a 5G communication antenna is installed on the side of the PLC controller. ;

调节架:通过水平调节调节单元安装在底座的顶部,所述调节架通过旋转轴转动连接有摆臂,摆臂的一端安装有俯仰角度调节单元,所述摆臂的另一端通过滑动机构与调节架活动连接;Adjustment frame: installed on the top of the base through a horizontal adjustment adjustment unit, the adjustment frame is connected with a swing arm through a rotating shaft, one end of the swing arm is installed with a pitch angle adjustment unit, and the other end of the swing arm is adjusted by a sliding mechanism. Active connection;

无人机本体:底部固定有起落架,起落架通过连接机构与滑动机构的活动部位连接,所述无人机本体上分别安装有信息采集单元和定位单元;UAV body: a landing gear is fixed at the bottom, the landing gear is connected with the movable part of the sliding mechanism through a connecting mechanism, and an information acquisition unit and a positioning unit are respectively installed on the UAV body;

其中,还包括第四伺服电机,所述第四伺服电机安装在调节架的侧面,第四伺服电机的输出轴上固定有线轮,所述线轮上缠绕有线缆,线缆的一端与无人机本体内的控制器电性连接,所述线缆的另一端通过电滑环电性连接PLC控制器,所述PLC控制器电性连接5G通信天线、第四伺服电机、电源和无人机本体内的控制器。Among them, a fourth servo motor is also included. The fourth servo motor is installed on the side of the adjusting frame. A wire wheel is fixed on the output shaft of the fourth servo motor. The wire wheel is wound with a cable. The controller in the man-machine body is electrically connected, and the other end of the cable is electrically connected to the PLC controller through the electric slip ring, and the PLC controller is electrically connected to the 5G communication antenna, the fourth servo motor, the power supply and the unmanned aerial vehicle. The controller inside the machine body.

进一步的,所述转向单元包括第一伺服电机和电机座,第一伺服电机安装在底座的底部,所述电机座固定在第一伺服电机的输出轴上,第一伺服电机电性连接PLC控制器。Further, the steering unit includes a first servo motor and a motor base, the first servo motor is installed at the bottom of the base, the motor base is fixed on the output shaft of the first servo motor, and the first servo motor is electrically connected to the PLC control. device.

进一步的,所述移动机构包括步进电机和移动轮,步进电机装配在电机座上,所述移动轮固定在步进电机的输出轴上,步进电机电性连接PLC控制器。Further, the moving mechanism includes a stepping motor and a moving wheel, the stepping motor is assembled on the motor base, the moving wheel is fixed on the output shaft of the stepping motor, and the stepping motor is electrically connected to the PLC controller.

进一步的,所述水平调节调节单元包括第二伺服电机、蜗杆和蜗轮,第二伺服电机安装在底座的顶部,所述蜗轮转动连接在底座的顶部,蜗杆固定在第二伺服电机的输出轴上且与蜗轮啮合传动,所述调节架固定在蜗轮的顶部,所述第二伺服电机电性连接PLC控制器。Further, the leveling adjustment unit includes a second servo motor, a worm and a worm wheel, the second servo motor is installed on the top of the base, the worm wheel is rotatably connected to the top of the base, and the worm is fixed on the output shaft of the second servo motor. The adjusting frame is fixed on the top of the worm gear, and the second servo motor is electrically connected to the PLC controller.

进一步的,所述俯仰角度调节单元包括第三伺服电机、齿轮和齿条,第三伺服电机安装在摆臂的端部,所述齿条固定在调节架上,齿轮固定在第三伺服电机的输出轴上且与齿条啮合传动,所述第三伺服电机电性连接PLC控制器。Further, the pitch angle adjustment unit includes a third servo motor, a gear and a rack, the third servo motor is mounted on the end of the swing arm, the rack is fixed on the adjustment frame, and the gear is fixed on the third servo motor. The output shaft is engaged with the rack for transmission, and the third servo motor is electrically connected to the PLC controller.

进一步的,所述滑动机构包括弧形滑轨和滑动座,弧形滑轨固定在调节架上,所述滑动座滑动连接在弧形滑轨上,滑动座固定在摆臂的端部。Further, the sliding mechanism includes an arc-shaped sliding rail and a sliding seat, the arc-shaped sliding rail is fixed on the adjustment frame, the sliding seat is slidably connected to the arc-shaped sliding rail, and the sliding seat is fixed on the end of the swing arm.

进一步的,所述连接机构包括吸附铁块和电磁铁,吸附铁块固定在起落架的底部,所述电磁铁装配在滑动座上,电磁铁与吸附铁块磁性连接,所述电磁铁电性连接PLC控制器。Further, the connection mechanism includes an adsorption iron block and an electromagnet, the adsorption iron block is fixed on the bottom of the landing gear, the electromagnet is assembled on the sliding seat, the electromagnet is magnetically connected with the adsorption iron block, and the electromagnet is electrically Connect the PLC controller.

进一步的,所述定位单元包括GPS定位器和红外避障传感器,红外避障传感器安装在无人机本体的侧面,所述GPS定位器安装在无人机本体的顶部,GPS定位器和红外避障传感器均电性连接无人机本体内的控制器。Further, the positioning unit includes a GPS locator and an infrared obstacle avoidance sensor, the infrared obstacle avoidance sensor is installed on the side of the drone body, the GPS locator is installed on the top of the drone body, the GPS locator and the infrared obstacle avoidance sensor are installed. The obstacle sensors are all electrically connected to the controller in the drone body.

进一步的,所述信息采集单元包括热成像摄像机、多光谱成像仪和工业相机,热成像摄像机、多光谱成像仪和工业相机均安装在无人机本体的侧面,所述热成像摄像机、多光谱成像仪和工业相机均电性连接无人机本体内的控制器。Further, the information acquisition unit includes a thermal imaging camera, a multispectral imager and an industrial camera, and the thermal imaging camera, the multispectral imager and the industrial camera are all installed on the side of the drone body, and the thermal imaging camera, the multispectral imager and the industrial camera are installed on the side of the drone body. Both the imager and the industrial camera are electrically connected to the controller in the drone body.

与现有技术相比,本发明的有益效果是:本基于5G和人工智能的变电站智能巡检系统,具有以下好处:Compared with the prior art, the beneficial effects of the present invention are: the intelligent inspection system for substations based on 5G and artificial intelligence has the following advantages:

1、基于5G技术的精准定位与海量数据实时传输,5G技术具有超高带宽,极低延时等优势,将其用于巡检机器人上大大提高了巡检的实时性与时效性,解决了现有网络带宽不足导致的视频图像丢帧卡顿、网络延时高等通信问题,5G技术的运用提高了巡检效率,保障了无人巡检作业体系的高效稳定运转,为巡检机器人的发展提供了更加广阔的空间。1. Based on the precise positioning and real-time transmission of massive data based on 5G technology, 5G technology has the advantages of ultra-high bandwidth and extremely low latency. Using it on the inspection robot greatly improves the real-time and timeliness of inspection, and solves the problem of The existing network bandwidth is insufficient to cause video image frame loss and freeze, network delay and high communication problems. The application of 5G technology improves the inspection efficiency, ensures the efficient and stable operation of the unmanned inspection operation system, and contributes to the development of inspection robots. Provides a wider space.

2、无人机本体带动信息采集单元对需要进行检测的区域进行信息采集,其便于无人机本体对一些移动不到的地方进行巡检作业,其通过移动机构和无人机本体的协作配合,大大提高了该巡检系统的巡检能力。2. The drone body drives the information collection unit to collect information in the area that needs to be detected, which is convenient for the drone body to perform inspection operations on some places that cannot be moved. It cooperates with the mobile mechanism and the drone body. , greatly improving the inspection capability of the inspection system.

3、通过水平调节调节单元对信息采集单元的水平工作角度进行调节,通过俯仰角度调节单元对信息采集单元的俯仰工作角度进行调节,其调节能力强,提高了信息采集单元的信息采集能力。3. The horizontal working angle of the information collection unit is adjusted by the horizontal adjustment and adjustment unit, and the pitching working angle of the information collection unit is adjusted through the pitch angle adjustment unit, which has strong adjustment ability and improves the information collection ability of the information collection unit.

4、其可实现对变电站内关键设备复杂缺陷的智能检测和预警,对变电设备进行智能化异常检查和缺陷查找,用于变电站的日常监控及运营维护,极大减少基层运维人员工作负担,为电网的稳定运行提供有效保障。4. It can realize intelligent detection and early warning of complex defects of key equipment in substations, intelligent abnormal inspection and defect search for substation equipment, and be used for daily monitoring and operation and maintenance of substations, greatly reducing the workload of grass-roots operation and maintenance personnel. , to provide an effective guarantee for the stable operation of the power grid.

附图说明Description of drawings

图1为本发明的立体结构示意图;Fig. 1 is the three-dimensional structure schematic diagram of the present invention;

图2为本发明的底部结构示意图;Fig. 2 is the bottom structure schematic diagram of the present invention;

图3为本发明的角度调节局部结构示意图;3 is a schematic diagram of the partial structure of the angle adjustment of the present invention;

图4为本发明的无人机本体局部结构示意图。FIG. 4 is a schematic diagram of the partial structure of the drone body of the present invention.

图中:1底座、2 5G通信天线、3 PLC控制器、4转向单元、41第一伺服电机、42电机座、5水平调节调节单元、51第二伺服电机、52蜗杆、53蜗轮、6滑动机构、61弧形滑轨、62滑动座、7连接机构、71吸附铁块、72电磁铁、8移动机构、81步进电机、82移动轮、9俯仰角度调节单元、91第三伺服电机、92齿轮、93齿条、10信息采集单元、101热成像摄像机、102多光谱成像仪、103工业相机、11定位单元、1101 GPS定位器、1102红外避障传感器、12线缆、13线轮、14第四伺服电机、15调节架、16无人机本体、17起落架、18电源、19旋转轴、20摆臂、21电滑环。In the picture: 1 base, 2 5G communication antenna, 3 PLC controller, 4 steering unit, 41 first servo motor, 42 motor base, 5 level adjustment unit, 51 second servo motor, 52 worm, 53 worm gear, 6 sliding Mechanism, 61 arc slide rail, 62 sliding seat, 7 connecting mechanism, 71 adsorption iron block, 72 electromagnet, 8 moving mechanism, 81 stepping motor, 82 moving wheel, 9 pitch angle adjustment unit, 91 third servo motor, 92 gears, 93 racks, 10 information acquisition units, 101 thermal imaging cameras, 102 multispectral imagers, 103 industrial cameras, 11 positioning units, 1101 GPS locators, 1102 infrared obstacle avoidance sensors, 12 cables, 13 wire wheels, 14 Fourth servo motor, 15 adjustment frame, 16 drone body, 17 landing gear, 18 power supply, 19 rotating shaft, 20 swing arm, 21 electric slip ring.

具体实施方式Detailed ways

通过下面的实施例可以详细地解释本发明,公开本发明的目的旨在保护本发明范围内的一切技术改进。The present invention can be explained in detail by the following examples, and the purpose of disclosing the present invention is to protect all technical improvements within the scope of the present invention.

请参阅图1-4,本实施例提供一种技术方案:一种基于5G和人工智能的变电站智能巡检系统,包括底座1、调节架15和无人机本体16;1-4, this embodiment provides a technical solution: an intelligent inspection system for substations based on 5G and artificial intelligence, including a base 1, an adjustment frame 15 and a drone body 16;

底座1:底部四角安装有转向单元4,转向单元4的端部安装有移动机构8,底座1的底端中部安装有电源18,底座1的顶部安装有PLC控制器3,且PLC控制器3的侧面装配有5G通信天线2;Base 1: A steering unit 4 is installed at the four corners of the bottom, a moving mechanism 8 is installed at the end of the steering unit 4, a power supply 18 is installed in the middle of the bottom end of the base 1, a PLC controller 3 is installed on the top of the base 1, and the PLC controller 3 The side is equipped with 5G communication antenna 2;

PLC控制器3处理的信息通过5G通信天线2传递到远程监控端,5G技术具有超高带宽,极低延时等优势,将其用于巡检机器人上大大提高了巡检的实时性与时效性,解决了现有网络带宽不足导致的视频图像丢帧卡顿、网络延时高等通信问题,5G技术的运用提高了巡检效率,保障了无人巡检作业体系的高效稳定运转,为巡检机器人的发展提供了更加广阔的空间;The information processed by the PLC controller 3 is transmitted to the remote monitoring terminal through the 5G communication antenna 2. The 5G technology has the advantages of ultra-high bandwidth and extremely low latency. Using it on the inspection robot greatly improves the real-time and timeliness of inspection. It solves the communication problems of video image frame loss and high network delay caused by insufficient network bandwidth. The application of 5G technology improves the efficiency of inspection and ensures the efficient and stable operation of the unmanned inspection operation system. The development of inspection robots provides a broader space;

巡检机器人之间可以通过5G通信天线2进行网络互联;The inspection robots can be interconnected through the 5G communication antenna 2;

调节架15:通过水平调节调节单元5安装在底座1的顶部,调节架15通过旋转轴19转动连接有摆臂20,摆臂20的一端安装有俯仰角度调节单元9,摆臂20的另一端通过滑动机构6与调节架15活动连接;Adjustment frame 15: The adjustment frame 15 is installed on the top of the base 1 through the horizontal adjustment adjustment unit 5. The adjustment frame 15 is connected to the swing arm 20 through the rotation shaft 19. One end of the swing arm 20 is installed with the pitch angle adjustment unit 9, and the other end of the swing arm 20 is installed Actively connected with the adjusting frame 15 through the sliding mechanism 6;

无人机本体16:底部固定有起落架17,起落架17通过连接机构7与滑动机构6的活动部位连接,无人机本体16上分别安装有信息采集单元10和定位单元11;UAV body 16: a landing gear 17 is fixed at the bottom, the landing gear 17 is connected with the movable part of the sliding mechanism 6 through the connecting mechanism 7, and an information acquisition unit 10 and a positioning unit 11 are respectively installed on the UAV body 16;

其中,还包括第四伺服电机14,第四伺服电机14安装在调节架15的侧面,第四伺服电机14的输出轴上固定有线轮13,线轮13上缠绕有线缆12,线缆12的一端与无人机本体16内的控制器电性连接,线缆12的另一端通过电滑环21电性连接PLC控制器3,PLC控制器3电性连接5G通信天线2、第四伺服电机14、电源18和无人机本体16内的控制器。Among them, the fourth servo motor 14 is also included. The fourth servo motor 14 is installed on the side of the adjusting frame 15. The output shaft of the fourth servo motor 14 is fixed with a wire pulley 13. The wire pulley 13 is wound with a cable 12. The cable 12 One end of the cable 12 is electrically connected to the controller in the drone body 16, the other end of the cable 12 is electrically connected to the PLC controller 3 through the electric slip ring 21, and the PLC controller 3 is electrically connected to the 5G communication antenna 2, the fourth servo Motor 14 , power supply 18 and controller within drone body 16 .

第四伺服电机14的输出轴带动线轮13转动,线轮13对线缆12进行放线操作,然后,无人机本体16带动信息采集单元10对需要进行检测的区域进行信息采集,其便于无人机本体16对一些移动不到的地方进行巡检作业,其通过移动机构8和无人机本体16的协作配合,大大提高了该巡检系统的巡检能力。The output shaft of the fourth servo motor 14 drives the reel 13 to rotate, and the reel 13 performs a pay-off operation on the cable 12. Then, the drone body 16 drives the information collection unit 10 to collect information on the area that needs to be detected, which is convenient for The drone body 16 performs inspection operations on some places that cannot be moved. The cooperation between the mobile mechanism 8 and the drone body 16 greatly improves the inspection capability of the inspection system.

转向单元4包括第一伺服电机41和电机座42,第一伺服电机41安装在底座1的底部,电机座42固定在第一伺服电机41的输出轴上,第一伺服电机41电性连接PLC控制器3,第一伺服电机41的输出轴通过电机座42带动移动机构8转动,从而对移动机构8的行走方向进行调节,保证了设计的合理性。The steering unit 4 includes a first servo motor 41 and a motor base 42 , the first servo motor 41 is installed on the bottom of the base 1 , the motor base 42 is fixed on the output shaft of the first servo motor 41 , and the first servo motor 41 is electrically connected to the PLC The controller 3, the output shaft of the first servo motor 41 drives the moving mechanism 8 to rotate through the motor base 42, so as to adjust the running direction of the moving mechanism 8 and ensure the rationality of the design.

移动机构8包括步进电机81和移动轮82,步进电机81装配在电机座42上,移动轮82固定在步进电机81的输出轴上,步进电机81电性连接PLC控制器3,步进电机81的输出轴带动移动轮82转动,移动轮82将底座1移动到工作区域,从而方便进行巡检工作。The moving mechanism 8 includes a stepping motor 81 and a moving wheel 82, the stepping motor 81 is assembled on the motor base 42, the moving wheel 82 is fixed on the output shaft of the stepping motor 81, and the stepping motor 81 is electrically connected to the PLC controller 3, The output shaft of the stepping motor 81 drives the moving wheel 82 to rotate, and the moving wheel 82 moves the base 1 to the working area, thereby facilitating the inspection work.

水平调节调节单元5包括第二伺服电机51、蜗杆52和蜗轮53,第二伺服电机51安装在底座1的顶部,蜗轮53转动连接在底座1的顶部,蜗杆52固定在第二伺服电机51的输出轴上且与蜗轮53啮合传动,调节架15固定在蜗轮53的顶部,第二伺服电机51电性连接PLC控制器3,第二伺服电机51的输出轴带动蜗杆52转动,蜗杆52与蜗杆52啮合传动,蜗杆52带动调节架15转动,从而对信息采集单元10的水平工作角度进行调节,其调节能力强,提高了信息采集单元10的信息采集能力。The level adjustment unit 5 includes a second servo motor 51, a worm 52 and a worm wheel 53. The second servo motor 51 is installed on the top of the base 1, the worm wheel 53 is rotatably connected to the top of the base 1, and the worm 52 is fixed on the second servo motor 51. The output shaft is engaged with the worm gear 53 for transmission, the adjustment frame 15 is fixed on the top of the worm gear 53, the second servo motor 51 is electrically connected to the PLC controller 3, the output shaft of the second servo motor 51 drives the worm 52 to rotate, and the worm 52 and the worm 52 engages and drives, and the worm 52 drives the adjusting frame 15 to rotate, thereby adjusting the horizontal working angle of the information collecting unit 10 .

俯仰角度调节单元9包括第三伺服电机91、齿轮92和齿条93,第三伺服电机91安装在摆臂20的端部,齿条93固定在调节架15上,齿轮92固定在第三伺服电机91的输出轴上且与齿条93啮合传动,第三伺服电机91电性连接PLC控制器3,第三伺服电机91的输出轴带动齿轮92转动,齿轮92与齿条93啮合传动,从而带动摆臂20移动,摆臂20通过旋转轴19与调节架15发生相对转动,从而对信息采集单元10的俯仰工作角度进行调节,其调节能力强,提高了信息采集单元10的信息采集能力。The pitch angle adjustment unit 9 includes a third servo motor 91, a gear 92 and a rack 93. The third servo motor 91 is installed at the end of the swing arm 20, the rack 93 is fixed on the adjustment frame 15, and the gear 92 is fixed on the third servo The output shaft of the motor 91 is engaged with the rack 93 for transmission, the third servo motor 91 is electrically connected to the PLC controller 3, the output shaft of the third servo motor 91 drives the gear 92 to rotate, and the gear 92 meshes with the rack 93 for transmission, thereby The swing arm 20 is driven to move, and the swing arm 20 rotates relative to the adjustment frame 15 through the rotating shaft 19 , thereby adjusting the pitch working angle of the information collection unit 10 , which has strong adjustment ability and improves the information collection ability of the information collection unit 10 .

滑动机构6包括弧形滑轨61和滑动座62,弧形滑轨61固定在调节架15上,滑动座62滑动连接在弧形滑轨61上,滑动座62固定在摆臂20的端部,摆臂20的端部带动滑动座62沿着弧形滑轨61滑动,保证了信息采集单元10在进行俯仰调节时的稳定性。The sliding mechanism 6 includes an arc-shaped sliding rail 61 and a sliding seat 62 , the arc-shaped sliding rail 61 is fixed on the adjusting frame 15 , the sliding seat 62 is slidably connected to the arc-shaped sliding rail 61 , and the sliding seat 62 is fixed on the end of the swing arm 20 , the end of the swing arm 20 drives the sliding seat 62 to slide along the arc-shaped sliding rail 61 , which ensures the stability of the information collection unit 10 during pitch adjustment.

连接机构7包括吸附铁块71和电磁铁72,吸附铁块71固定在起落架17的底部,电磁铁72装配在滑动座62上,电磁铁72与吸附铁块71磁性连接,电磁铁72电性连接PLC控制器3,当需要通过无人机本体16转移到移动机构8达不到的区域进行信息采集时,电磁铁72断电从而失去与吸附铁块71的连接约束作用,其连接分离方便,便于使用。The connecting mechanism 7 includes an adsorption iron block 71 and an electromagnet 72, the adsorption iron block 71 is fixed on the bottom of the landing gear 17, the electromagnet 72 is assembled on the sliding seat 62, the electromagnet 72 is magnetically connected with the adsorption iron block 71, and the electromagnet 72 is electrically connected. It is connected to the PLC controller 3. When the drone body 16 needs to be transferred to the area that the mobile mechanism 8 cannot reach for information collection, the electromagnet 72 is powered off and thus loses the connection restraint function with the adsorption iron block 71, and its connection is separated. Convenient and easy to use.

定位单元11包括GPS定位器1101和红外避障传感器1102,红外避障传感器1102安装在无人机本体16的侧面,GPS定位器1101安装在无人机本体16的顶部,GPS定位器1101和红外避障传感器1102均电性连接无人机本体16内的控制器,通过红外避障传感器1102对无人机本体16周围的障碍信息进行检测,通过GPS定位器1101对无人机本体16所在的空间位置进行定位,通过定位便于进行智能巡检作业。The positioning unit 11 includes a GPS locator 1101 and an infrared obstacle avoidance sensor 1102. The infrared obstacle avoidance sensor 1102 is installed on the side of the drone body 16. The GPS locator 1101 is installed on the top of the drone body 16. The GPS locator 1101 and the infrared The obstacle avoidance sensor 1102 is electrically connected to the controller in the drone body 16, and the infrared obstacle avoidance sensor 1102 detects the obstacle information around the drone body 16, and the GPS locator 1101 detects the location where the drone body 16 is located. The spatial position is positioned, and the intelligent inspection operation is facilitated by positioning.

信息采集单元10包括热成像摄像机101、多光谱成像仪102和工业相机103,热成像摄像机101、多光谱成像仪102和工业相机103均安装在无人机本体16的侧面,热成像摄像机101、多光谱成像仪102和工业相机103均电性连接无人机本体16内的控制器,通过热成像摄像机101、多光谱成像仪102和工业相机103对工作区域的图像信息进行采集,采集的信息传递给无人机本体16内的控制器,无人机本体16内的控制器将信息输送给PLC控制器3,PLC控制器3对信息进行分析处理,PLC控制器3处理的信息通过5G通信天线2传递到远程监控端,在进行定位时,可通过信息采集单元10进行视觉信息的采集,从而配合定位单元11达到精确定位的效果。The information acquisition unit 10 includes a thermal imaging camera 101, a multispectral imager 102 and an industrial camera 103. The thermal imaging camera 101, the multispectral imager 102 and the industrial camera 103 are all installed on the side of the drone body 16. The thermal imaging camera 101, The multispectral imager 102 and the industrial camera 103 are all electrically connected to the controller in the drone body 16, and the thermal imaging camera 101, the multispectral imager 102 and the industrial camera 103 collect image information of the working area, and the collected information It is transmitted to the controller in the drone body 16, and the controller in the drone body 16 transmits the information to the PLC controller 3, the PLC controller 3 analyzes and processes the information, and the information processed by the PLC controller 3 communicates through 5G The antenna 2 is transmitted to the remote monitoring terminal. During positioning, the information collection unit 10 can collect visual information, so as to cooperate with the positioning unit 11 to achieve the effect of precise positioning.

其巡检过程包括:The inspection process includes:

一:任务管理One: task management

以任务方式进行机器人巡视工作管理,根据实际需求,对巡检任务计划进行制定,巡检任务可分为:红外巡检任务、可见光巡检任务,系统提供各种任务类型的规范模板,支持巡检任务的增加、编辑、删除等功能;The robot inspection work management is carried out in the form of tasks. According to the actual needs, the inspection task plan is formulated. The inspection tasks can be divided into: infrared inspection tasks and visible light inspection tasks. The system provides standardized templates for various task types to support inspection tasks. Add, edit, delete and other functions of inspection tasks;

二:智能巡检Two: intelligent inspection

包括兼容变电站机器人的多源数据来源,结合5G技术快速、实时、精准获取设备的红外图像、可见光等多光谱信息,红外图像信息由机器人搭载热成像摄像机101、多光谱成像仪102和工业相机103进行采集,并通过5G通信天线2传输至后台巡检管理系统进行管理,可见光图像主要巡视类型包括表计识数、主要设备外观变化识别、铭牌识别,照片信息由机器人搭载工业相机103进行采集,后台管理系统提供对各种照片进行分类管理、查询、浏览功能,系统支持影像资料批量导入及导出;Including multi-source data sources compatible with substation robots, combined with 5G technology to quickly, real-time, and accurately obtain multi-spectral information such as infrared images and visible light of equipment. It is collected and transmitted to the background inspection management system through the 5G communication antenna 2 for management. The main inspection types of visible light images include meter recognition, main equipment appearance change recognition, and nameplate recognition. The photo information is collected by the robot equipped with an industrial camera 103. The background management system provides classification management, query and browsing functions for various photos, and the system supports batch import and export of image data;

三:设备管理Three: device management

系统提供多年的设备历史巡检数据的管理,包括以“巡检任务”、“巡检设备”、“巡检人员”、“巡检时间”等多维度的历史数据管理,系统基于历史巡检的可见光、红外大数据,结合设备投产年限,品牌,地理区域等因素,智能化监测建立风险预警模型,对温度异常常发区域和发生异常的设备部件发生进行历史的统计分析,形成风险预测,指导巡检工作,对发生故障和异常的数据设备数据进行统计分析,形成风险预测模型,可根据设备投运时间、厂家品牌、气候环境、电力负荷等多种因素,对可能发生异常的设备和位置进行预测分析,做出预警,系统提供缺陷管理功能,实现缺陷信息查询,同时可对缺陷进行状态标记、图片预览,对应的缺陷信息可直接查询相关的照片和红外测温信息,并支持相应缺陷信息对应的到位情况查看;The system provides management of historical equipment inspection data for many years, including multi-dimensional historical data management such as "inspection tasks", "inspection equipment", "inspection personnel", and "inspection time". The system is based on historical inspections. Based on the visible light and infrared big data, combined with factors such as equipment production years, brands, geographical areas, etc., intelligent monitoring establishes a risk early warning model, and historical statistical analysis is performed on the areas where temperature abnormality often occurs and the occurrence of abnormal equipment components to form risk predictions. Guide the inspection work, conduct statistical analysis on the data of faulty and abnormal data equipment, and form a risk prediction model. The location can be predicted and analyzed, and an early warning can be made. The system provides defect management functions to realize defect information query. At the same time, it can mark defects and preview pictures. The corresponding defect information can directly query related photos and infrared temperature measurement information, and support corresponding Check the in-place situation corresponding to the defect information;

三:巡检报告Three: Inspection report

系统提供各种业务报表的查询统计及一键输出,包括巡检任务表单、缺陷登记表单、人员到位情况表单等业务表单的输出;The system provides query statistics and one-click output of various business reports, including the output of business forms such as inspection task forms, defect registration forms, and personnel availability forms;

四:系统管理Four: system management

系统管理包括人员管理、角色管理、权限管理、日志管理、组织机构管理等,提供人员基础信息管理功能,按照组织机构进行划分,对人员信息进行新增、修改、删除、角色绑定等;提供角色信息管理功能,按照系统业务应用进行划分设置,对角色进行新增、修改、删除、权限绑定等;提供权限信息管理功能,按照系统业务应用中角色的权限进行划分设置功能,为每一个角色分配相应的权限;提供日志管理,对系统操作、异常等信息进行记录,方便查询,为系统运行、维护、管理提供支持;提供组织机构动态管理功能,对组织机构进行动态更新、编辑、删除,根据实际情况可灵活配置;System management includes personnel management, role management, authority management, log management, organization management, etc., provides basic personnel information management functions, and divides personnel information according to the organization, adding, modifying, deleting, role binding, etc.; providing The role information management function is divided and set according to system business applications, and roles are added, modified, deleted, and permissions are bound. Assign corresponding permissions to roles; provide log management, record system operations, exceptions and other information for easy query, provide support for system operation, maintenance, and management; provide dynamic management functions for organizations, and dynamically update, edit, and delete organizations , which can be flexibly configured according to the actual situation;

系统建立红外缺陷信息库和非红外巡检缺陷信息库,对巡检过程中产生的两类缺陷信息进行专类查询管理,提供缺陷专题渲染展示的功能,在缺陷专题窗口,按“一般缺陷”、“严重缺陷”、“危机缺陷”进行分析、统计。The system establishes an infrared defect information database and a non-infrared inspection defect information database, conducts special query management for the two types of defect information generated during the inspection process, and provides the function of defect thematic rendering and display. In the defect thematic window, click "General Defects" , "serious defects", "crisis defects" for analysis and statistics.

为了实现机器人变电站智能化巡检任务,本系统运用AI图像识别、多光谱融合等核心技术,利用多维图像智能检测、机器人联合巡检、缺陷影像自学习与图像识别、云端异构分析、边云协同等多方面的技术,提高对变电设备状态的管控能力,图像标签利用深度学习技术、海量训练数据,可以对图片进行智能分类、物体识别。In order to realize the intelligent inspection task of robot substations, the system uses core technologies such as AI image recognition and multi-spectral fusion, multi-dimensional image intelligent inspection, robot joint inspection, defect image self-learning and image recognition, cloud heterogeneous analysis, edge cloud Synergy and other technologies can improve the ability to manage and control the status of substation equipment. Image tags can intelligently classify pictures and recognize objects by using deep learning technology and massive training data.

系统运行产生的经济效益和社会效益Economic and social benefits from system operation

本系统通过对巡视数据的自动化分析,最大限度发挥机器人安全、稳定、高效的优势,提高巡视的精度、效率,增强变电站巡视的全面性、可靠性,应用智能化图像识别处理技术,提高变电站巡检工作自动化水平、智能化水平,减少隐患发现时长,缩短故障处理时间,大大减少人员分析处理的工作量,减少人工识别处理误报率和漏报率,提高分析的准确性和有效性;通过历史图像分析计算,能够很好的识别处理隐患等隐蔽缺陷,能够显著提高变电站巡检工作效率、效益,降低作业成本,且提升数据标准化,提高工作效率,节省大量人力成本。Through the automatic analysis of inspection data, this system maximizes the advantages of robot safety, stability and efficiency, improves the accuracy and efficiency of inspections, enhances the comprehensiveness and reliability of substation inspections, and applies intelligent image recognition processing technology to improve substation inspections. The level of automation and intelligence of inspection work can reduce the time for hidden dangers to be discovered, shorten the time for troubleshooting, greatly reduce the workload of personnel analysis and processing, reduce the false positive rate and false negative rate of manual identification and processing, and improve the accuracy and effectiveness of analysis; The historical image analysis and calculation can well identify and deal with hidden defects such as hidden dangers, which can significantly improve the efficiency and efficiency of substation inspection work, reduce operating costs, and improve data standardization, improve work efficiency, and save a lot of labor costs.

经济效益:Economic benefits:

该项目的实施可减少运维人员的工作量;可延长设备检修周期,降低了检修成本,提高设备寿命;可减少误操作,提高整个变电站工作效率和安全性可靠性,大幅缩短了断电时间,从而减少变电站供电中断而造成的损失成本;The implementation of this project can reduce the workload of operation and maintenance personnel; it can prolong the equipment maintenance cycle, reduce maintenance costs, and improve equipment life; it can reduce misoperation, improve the work efficiency and safety reliability of the entire substation, and greatly shorten the power outage time. , so as to reduce the loss cost caused by the interruption of power supply in the substation;

主要计算依据如下:The main calculation basis is as follows:

新增产值=运维人员的人工成本+延长设备寿命的折旧+节省的供电中断损失;New output value = labor cost of operation and maintenance personnel + depreciation for extending equipment life + power supply interruption loss saved;

1)根据单个变电站运维特点,平均每周可减少到站运维次数2次,运维人员2人,运维工作检查时间按2小时计,运维分析工作按3小时计,来回往返按1小时计,每年人工成本和车辆损耗可大大减少。1) According to the operation and maintenance characteristics of a single substation, the average number of station operation and maintenance can be reduced to 2 times per week. There are 2 operation and maintenance personnel. The operation and maintenance work inspection time is calculated as 2 hours, and the operation and maintenance analysis work is calculated as 3 hours. 1 hour, the annual labor cost and vehicle loss can be greatly reduced.

2)本项目可以利用对设备状态分析、高频率红外测温技术,延长设备检修周期,降低了检修成本,提高资产运营效益,并在一定程度上延长设备使用寿命,目前设备折旧年限为10年,一个变电站设备以2000万元计算,设备寿命提高1年,设备的折旧费非常可观。2) This project can use equipment status analysis and high-frequency infrared temperature measurement technology to extend equipment maintenance cycle, reduce maintenance costs, improve asset operation efficiency, and extend equipment service life to a certain extent. The current equipment depreciation period is 10 years. , A substation equipment is calculated at 20 million yuan, the equipment life is increased by 1 year, and the depreciation expense of the equipment is very considerable.

3)本项目在变电站的应用,减少了人工的繁琐操作和误操作,提高整个变电站工作效率,安全可靠性及效率的提高大幅缩短了断电时间。3) The application of this project in the substation reduces the tedious manual operation and misoperation, improves the work efficiency of the entire substation, and greatly shortens the power outage time due to the improvement of safety, reliability and efficiency.

社会效益:Social benefits:

1)从社会效益分析:该系统的应用,减少了主设备停电检修次数和时间,通过顺控操作、故障告警远方验证技术等手段,进一步缩短了设备操作时间,提高了电网可靠性,利用远程智能巡检技术、设备状态可视化、智能告警及分析决策、故障信息高级分析决策等高级应用功能,有力支撑了包含动态安全评估、预警、辅助决策的电网安全防御体系的建设,使得电网安全水平得到提升。1) Analysis of social benefits: The application of this system reduces the number and time of main equipment power outages and maintenance, and further shortens equipment operation time and improves power grid reliability through sequential control operation, fault alarm remote verification technology and other means. Advanced application functions such as intelligent inspection technology, equipment status visualization, intelligent alarm and analysis and decision-making, and advanced fault information analysis and decision-making strongly support the construction of a power grid security defense system including dynamic security assessment, early warning, and auxiliary decision-making, so that the grid security level can be improved. promote.

2)经济与环境效益方面:该系统的应用可以降低检修和运维成本,能有效控制人工成本,其次,该系统的投用可以提高设备的运行可靠性和变电站的管理水平和效率。2) Economic and environmental benefits: the application of this system can reduce maintenance and operation and maintenance costs, and can effectively control labor costs. Secondly, the use of this system can improve the operational reliability of equipment and the management level and efficiency of substations.

3)安全效益方面:该系统的应用将设备的状态信息、运行数据进行收集,传送到主机进行分析,并可实现设备状态估计、故障分析、智能分析和智能告警等功能,能快速判断和定位变电站的故障类型和位置,缩短恢复带电时间,通过智能告警,能及早分析和判断故障的危险程度,利于快速制定相应决策,将风险控制在最小程度。3) In terms of safety benefits: the application of this system collects the status information and operation data of the equipment, transmits it to the host for analysis, and can realize functions such as equipment status estimation, fault analysis, intelligent analysis and intelligent alarm, and can quickly judge and locate. The fault type and location of the substation can shorten the recovery time of electrification. Through intelligent alarm, it can analyze and judge the dangerous degree of the fault as soon as possible, which is conducive to rapid decision-making and minimizes the risk.

本发明提供的一种基于5G和人工智能的变电站智能巡检系统的工作原理如下:通过红外避障传感器1102对无人机本体16周围的障碍信息进行检测,通过GPS定位器1101对无人机本体16所在的空间位置进行定位,通过热成像摄像机101、多光谱成像仪102和工业相机103对工作区域的图像信息进行采集,采集的信息传递给无人机本体16内的控制器,无人机本体16内的控制器将信息输送给PLC控制器3,PLC控制器3对信息进行分析处理,并规划出移动机构8以及无人机本体16的移动路径,PLC控制器3处理的信息通过5G通信天线2传递到远程监控端,第一伺服电机41的输出轴通过电机座42带动移动机构8转动,从而对移动机构8的行走方向进行调节,步进电机81的输出轴带动移动轮82转动,移动轮82将底座1移动到工作区域,第二伺服电机51的输出轴带动蜗杆52转动,蜗杆52与蜗杆52啮合传动,蜗杆52带动调节架15转动,从而对信息采集单元10的水平工作角度进行调节,第三伺服电机91的输出轴带动齿轮92转动,齿轮92与齿条93啮合传动,从而带动摆臂20移动,摆臂20通过旋转轴19与调节架15发生相对转动,摆臂20的端部带动滑动座62沿着弧形滑轨61滑动,从而对信息采集单元10的俯仰工作角度进行调节,当需要通过无人机本体16转移到移动机构8达不到的区域进行信息采集时,电磁铁72断电从而失去与吸附铁块71的连接约束作用,然后,第四伺服电机14的输出轴带动线轮13转动,线轮13对线缆12进行放线操作,然后,无人机本体16带动信息采集单元10对需要进行检测的区域进行信息采集。The working principle of a substation intelligent inspection system based on 5G and artificial intelligence provided by the present invention is as follows: the infrared obstacle avoidance sensor 1102 is used to detect the obstacle information around the drone body 16, and the GPS locator 1101 is used to detect the obstacle information of the drone. The spatial position of the main body 16 is located, and the image information of the working area is collected by the thermal imaging camera 101, the multispectral imager 102 and the industrial camera 103, and the collected information is transmitted to the controller in the main body 16 of the drone. The controller in the drone body 16 transmits the information to the PLC controller 3, the PLC controller 3 analyzes and processes the information, and plans the movement path of the moving mechanism 8 and the drone body 16, and the information processed by the PLC controller 3 passes through The 5G communication antenna 2 is transmitted to the remote monitoring terminal, the output shaft of the first servo motor 41 drives the moving mechanism 8 to rotate through the motor base 42, thereby adjusting the walking direction of the moving mechanism 8, and the output shaft of the stepping motor 81 drives the moving wheel 82 Rotation, the moving wheel 82 moves the base 1 to the working area, the output shaft of the second servo motor 51 drives the worm 52 to rotate, the worm 52 engages with the worm 52 for transmission, and the worm 52 drives the adjustment frame 15 to rotate, thereby adjusting the level of the information collection unit 10. The working angle is adjusted, the output shaft of the third servo motor 91 drives the gear 92 to rotate, and the gear 92 meshes with the rack 93 for transmission, thereby driving the swing arm 20 to move. The end of the arm 20 drives the sliding seat 62 to slide along the arc-shaped slide rail 61, so as to adjust the pitching working angle of the information acquisition unit 10. When the information is collected, the electromagnet 72 is powered off and thus loses the connection and restraint function with the adsorption iron block 71. Then, the output shaft of the fourth servo motor 14 drives the wire wheel 13 to rotate, and the wire wheel 13 pays off the cable 12, and then , the drone body 16 drives the information collection unit 10 to collect information on the area that needs to be detected.

值得注意的是,以上实施例中所公开的PLC控制器3控制5G通信天线2、第四伺服电机14、无人机本体16、第一伺服电机41、步进电机81、第二伺服电机51、第三伺服电机91和电磁铁72均采用现有技术中常用的方法,无人机本体16内的控制器控制GPS定位器1101、红外避障传感器1102、热成像摄像机101、多光谱成像仪102和工业相机103均采用现有技术中常用的方法,GPS定位器1101、红外避障传感器1102、热成像摄像机101、多光谱成像仪102、工业相机103、5G通信天线2、第四伺服电机14、无人机本体16、第一伺服电机41、步进电机81、第二伺服电机51、第三伺服电机91和电磁铁72均根据实际应用场景进行选型配置,PLC控制器3型号选用欧姆龙CSI系列。It is worth noting that the PLC controller 3 disclosed in the above embodiment controls the 5G communication antenna 2 , the fourth servo motor 14 , the drone body 16 , the first servo motor 41 , the stepping motor 81 , and the second servo motor 51 , The third servo motor 91 and the electromagnet 72 all adopt the methods commonly used in the prior art. The controller in the drone body 16 controls the GPS locator 1101, the infrared obstacle avoidance sensor 1102, the thermal imaging camera 101, and the multispectral imager. 102 and the industrial camera 103 adopt methods commonly used in the prior art, such as a GPS locator 1101, an infrared obstacle avoidance sensor 1102, a thermal imaging camera 101, a multispectral imager 102, an industrial camera 103, a 5G communication antenna 2, and a fourth servo motor 14. The drone body 16, the first servo motor 41, the stepping motor 81, the second servo motor 51, the third servo motor 91 and the electromagnet 72 are all selected and configured according to the actual application scenario, and the PLC controller 3 model is selected OMRON CSI series.

本发明未详述部分为现有技术,尽管结合优选实施方案具体展示和介绍了本发明,具体实现该技术方案方法和途径很多,以上所述仅是本发明的优选实施方式,但所属领域的技术人员应该明白,在不脱离所附权利要求书所限定的本发明的精神和范围内,在形式上和细节上可以对本发明做出各种变化,均为本发明的保护范围。The part that is not described in detail in the present invention is the prior art. Although the present invention is specifically shown and introduced in conjunction with the preferred embodiments, there are many methods and approaches to realize the technical solution. The above are only the preferred embodiments of the present invention, but the It should be understood by those skilled in the art that various changes can be made to the present invention in form and detail without departing from the spirit and scope of the present invention defined by the appended claims, which are all within the protection scope of the present invention.

Claims (9)

1. The utility model provides a transformer substation intelligence system of patrolling and examining based on 5G and artificial intelligence which characterized in that: comprises a base (1), an adjusting bracket (15) and an unmanned aerial vehicle body (16);
base (1): the four corners of the bottom of the base are provided with steering units (4), the end part of each steering unit (4) is provided with a moving mechanism (8), the middle part of the bottom end of the base (1) is provided with a power supply (18), the top of the base (1) is provided with a PLC (programmable logic controller) (3), and the side surface of the PLC (3) is provided with a 5G communication antenna (2);
an adjusting bracket (15): the adjusting device is arranged at the top of the base (1) through a horizontal adjusting unit (5), the adjusting frame (15) is rotatably connected with a swing arm (20) through a rotating shaft (19), one end of the swing arm (20) is provided with a pitching angle adjusting unit (9), and the other end of the swing arm (20) is movably connected with the adjusting frame (15) through a sliding mechanism (6);
unmanned aerial vehicle body (16): an undercarriage (17) is fixed at the bottom of the unmanned aerial vehicle, the undercarriage (17) is connected with the movable part of the sliding mechanism (6) through a connecting mechanism (7), and an information acquisition unit (10) and a positioning unit (11) are respectively arranged on the unmanned aerial vehicle body (16);
wherein, still include fourth servo motor (14), the side at alignment jig (15) is installed in fourth servo motor (14), is fixed with line wheel (13) on the output shaft of fourth servo motor (14), the winding has cable (12) on line wheel (13), the one end of cable (12) and the controller electric connection in unmanned aerial vehicle body (16), the other end of cable (12) passes through electric slip ring (21) electric connection PLC controller (3), PLC controller (3) electric connection 5G communication antenna (2), fourth servo motor (14), power (18) and the controller in unmanned aerial vehicle body (16).
2. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 1, wherein: the steering unit (4) comprises a first servo motor (41) and a motor base (42), the first servo motor (41) is installed at the bottom of the base (1), the motor base (42) is fixed on an output shaft of the first servo motor (41), and the first servo motor (41) is electrically connected with the PLC (3).
3. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 2, wherein: the moving mechanism (8) comprises a stepping motor (81) and a moving wheel (82), the stepping motor (81) is assembled on the motor base (42), the moving wheel (82) is fixed on an output shaft of the stepping motor (81), and the stepping motor (81) is electrically connected with the PLC (3).
4. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 1, wherein: horizontal adjustment regulating unit (5) include second servo motor (51), worm (52) and worm wheel (53), and the top in base (1) is installed in second servo motor (51), worm wheel (53) rotate to be connected at the top of base (1), worm (52) fix on the output shaft of second servo motor (51) and with worm wheel (53) meshing transmission, the top in worm wheel (53) is fixed in alignment jig (15), second servo motor (51) electric connection PLC controller (3).
5. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 1, wherein: every single move angle adjusting unit (9) include third servo motor (91), gear (92) and rack (93), and the tip at swing arm (20) is installed in third servo motor (91), rack (93) are fixed on alignment jig (15), and gear (92) are fixed on the output shaft of third servo motor (91) and with rack (93) meshing transmission, third servo motor (91) electric connection PLC controller (3).
6. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 1, wherein: slide mechanism (6) are including arc slide rail (61) and sliding seat (62), and arc slide rail (61) are fixed on alignment jig (15), sliding seat (62) sliding connection is on arc slide rail (61), and sliding seat (62) are fixed at the tip of swing arm (20).
7. The transformer substation intelligent inspection system based on 5G and artificial intelligence according to claim 6, characterized in that: coupling mechanism (7) are including adsorbing iron plate (71) and electro-magnet (72), adsorb iron plate (71) and fix the bottom at undercarriage (17), electro-magnet (72) assembly is on sliding seat (62), electro-magnet (72) and adsorb iron plate (71) magnetism and be connected, electro-magnet (72) electric connection PLC controller (3).
8. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 1, wherein: positioning unit (11) include GPS locator (1101) and infrared obstacle sensor (1102) of keeping away, and infrared obstacle sensor (1102) of keeping away installs the side at unmanned aerial vehicle body (16), install the top at unmanned aerial vehicle body (16) GPS locator (1101), controller in the equal electric connection unmanned aerial vehicle body (16) of GPS locator (1101) and infrared obstacle sensor (1102) of keeping away.
9. The intelligent substation inspection system based on 5G and artificial intelligence according to claim 1, wherein: the information acquisition unit (10) comprises a thermal imaging camera (101), a multispectral imager (102) and an industrial camera (103), the thermal imaging camera (101), the multispectral imager (102) and the industrial camera (103) are all installed on the side face of the unmanned aerial vehicle body (16), and the thermal imaging camera (101), the multispectral imager (102) and the industrial camera (103) are all electrically connected with a controller in the unmanned aerial vehicle body (16).
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