CN116633257A - A solar panel cleaning robot and its working method - Google Patents
A solar panel cleaning robot and its working method Download PDFInfo
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- CN116633257A CN116633257A CN202310651096.7A CN202310651096A CN116633257A CN 116633257 A CN116633257 A CN 116633257A CN 202310651096 A CN202310651096 A CN 202310651096A CN 116633257 A CN116633257 A CN 116633257A
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- H—ELECTRICITY
- H02—GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
- H02S—GENERATION OF ELECTRIC POWER BY CONVERSION OF INFRARED RADIATION, VISIBLE LIGHT OR ULTRAVIOLET LIGHT, e.g. USING PHOTOVOLTAIC [PV] MODULES
- H02S40/00—Components or accessories in combination with PV modules, not provided for in groups H02S10/00 - H02S30/00
- H02S40/10—Cleaning arrangements
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B08—CLEANING
- B08B—CLEANING IN GENERAL; PREVENTION OF FOULING IN GENERAL
- B08B1/00—Cleaning by methods involving the use of tools
- B08B1/10—Cleaning by methods involving the use of tools characterised by the type of cleaning tool
- B08B1/12—Brushes
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B08—CLEANING
- B08B—CLEANING IN GENERAL; PREVENTION OF FOULING IN GENERAL
- B08B13/00—Accessories or details of general applicability for machines or apparatus for cleaning
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B08—CLEANING
- B08B—CLEANING IN GENERAL; PREVENTION OF FOULING IN GENERAL
- B08B3/00—Cleaning by methods involving the use or presence of liquid or steam
- B08B3/02—Cleaning by the force of jets or sprays
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J11/00—Manipulators not otherwise provided for
- B25J11/008—Manipulators for service tasks
- B25J11/0085—Cleaning
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Program-controlled manipulators
- B25J9/16—Program controls
- B25J9/1656—Program controls characterised by programming, planning systems for manipulators
- B25J9/1664—Program controls characterised by programming, planning systems for manipulators characterised by motion, path, trajectory planning
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- B—PERFORMING OPERATIONS; TRANSPORTING
- B25—HAND TOOLS; PORTABLE POWER-DRIVEN TOOLS; MANIPULATORS
- B25J—MANIPULATORS; CHAMBERS PROVIDED WITH MANIPULATION DEVICES
- B25J9/00—Program-controlled manipulators
- B25J9/16—Program controls
- B25J9/1694—Program controls characterised by use of sensors other than normal servo-feedback from position, speed or acceleration sensors, perception control, multi-sensor controlled systems, sensor fusion
- B25J9/1697—Vision controlled systems
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02E—REDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
- Y02E10/00—Energy generation through renewable energy sources
- Y02E10/50—Photovoltaic [PV] energy
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- Engineering & Computer Science (AREA)
- Robotics (AREA)
- Mechanical Engineering (AREA)
- Cleaning In General (AREA)
- Photovoltaic Devices (AREA)
Abstract
本发明公开了一种太阳能电池板清洁机器人及其工作方法,本发明包含太阳能板清洁装置和装载清洁机构的智能寻路小车平台两个部分。清洁装置包含闭锁挂载机构、驱动装置、高清洁度毛刷,小车平台负责装载清洁装置,将其配送到指定的出发点,并将清洁装置平稳架在太阳能板上,在清洁装置工作时小车与清洁装置同步工作,小车带动清洁板在光伏板上移动实现整个光伏板得清洁,并为清洁装置提供工作所需的电能和水。本发明通过清洁装置可实现快速、方便的对太阳能板进行清洁,整个清洁过程不需要人的参与,大大节省人力,自动化程度高,清洁效果较好。
The invention discloses a solar panel cleaning robot and a working method thereof. The invention comprises two parts: a solar panel cleaning device and an intelligent pathfinding trolley platform loaded with a cleaning mechanism. The cleaning device includes a locking mounting mechanism, a driving device, and a high-cleanliness brush. The trolley platform is responsible for loading the cleaning device, delivering it to the designated starting point, and stably mounting the cleaning device on the solar panel. When the cleaning device is working, the trolley and The cleaning device works synchronously, and the trolley drives the cleaning plate to move on the photovoltaic panel to clean the entire photovoltaic panel, and provides the cleaning device with the power and water required for its work. The invention can quickly and conveniently clean the solar panel through the cleaning device, the whole cleaning process does not require human participation, greatly saves manpower, has high automation and good cleaning effect.
Description
技术领域technical field
本发明涉及太阳能板清洗技术领域,具体是一种太阳能电池板清洁机器人及其工作方法。The invention relates to the technical field of solar panel cleaning, in particular to a solar panel cleaning robot and a working method thereof.
背景技术Background technique
在新能源领域,一些地方将发展绿色电池、风电、光热发电和光伏产业,太阳能作为一种取之不尽、用之不竭的洁净安全可再生能源,最具发展潜力。由于光伏电站设备长期暴露在外界环境中,太阳能电池板会随时间延长逐渐在表面积累一层污染物,如沙子、雨水、雪和灰尘等。这些污垢会污染太阳能电池板,严重影响太阳能电池板的光电转换效率,降低太阳能电池板的发电效率。相关实验证实,当太阳能电池板表面布满灰尘时,其光电转换率可能会损失30%~40%,若长期不清除灰尘颗粒,太阳能电池板所处的光伏电站输出的电能就会严重减少,造成严重经济损失。相关调查表明,一个100MW的光伏电站在光电转换效率降低15%时,直接经济损失可达2000万元。In the field of new energy, some places will develop green battery, wind power, solar thermal power generation and photovoltaic industries. As an inexhaustible clean and safe renewable energy, solar energy has the greatest development potential. Since photovoltaic power station equipment is exposed to the external environment for a long time, solar panels will gradually accumulate a layer of pollutants on the surface over time, such as sand, rain, snow and dust. These dirt will pollute the solar panel, seriously affect the photoelectric conversion efficiency of the solar panel, and reduce the power generation efficiency of the solar panel. Relevant experiments have confirmed that when the surface of the solar panel is covered with dust, its photoelectric conversion rate may lose 30% to 40%. If the dust particles are not removed for a long time, the output power of the photovoltaic power station where the solar panel is located will be severely reduced. cause serious economic losses. Relevant surveys show that when the photoelectric conversion efficiency of a 100MW photovoltaic power station is reduced by 15%, the direct economic loss can reach 20 million yuan.
目前光伏电池板除尘方式主要有,1、人工高压水枪清洗;2、片上清洗机器人清洗;3、移动式清洗机清洗。其中,片上清洗机器人清洗价格昂贵,一台清洗机器人只能清洗一块光伏电池板,适用于小型光伏场所,人工清洗成本高昂,效率低。因此,有必要提供一种自主导航的移动式太阳能电池板清洁机器人解决上述技术问题,实现全自动且无需人工干预的清洗方式。At present, the main methods of dust removal for photovoltaic panels are: 1. Manual high-pressure water gun cleaning; 2. On-chip cleaning robot cleaning; 3. Mobile cleaning machine cleaning. Among them, on-chip cleaning robots are expensive to clean. One cleaning robot can only clean one photovoltaic panel, which is suitable for small photovoltaic sites. Manual cleaning is expensive and inefficient. Therefore, it is necessary to provide a self-navigating mobile solar panel cleaning robot to solve the above technical problems and realize a fully automatic cleaning method without manual intervention.
发明内容Contents of the invention
本发明提供一种自主导航的电池板清洁机器人,其能够行走和规划路径,并实现自动升降式清扫的功能。在现有市场上的太阳能电池板清洁机器人无法跨越间隙超过50mm,落差大于30mm的情况下,本发明的机器人能够轻松处理,彻底清洁电池板上的灰尘和污垢,进而提高光伏发电效率,节约人力成本和水资源。本发明的太阳能电池板清洁机器人采用内置电池为能源,因此具有独立使用的优势,减少了对环境的影响。该机器人能够通过自主导航系统标记电池板位置,并根据电池板的大小和位置自动使用蚁群算法规划最佳的清洁路线,从而有效地提高清洁效率。另外,该机器人采用自动升降式清扫设计,可以适应不同高度电池板的清洁需求,从而为客户提供更加完善的清洁服务。通过采用本发明的太阳能电池板清洁机器人,可以完全实现电池板的无人管理,从而大大降低了管理成本和工作强度。同时,该机器人的应用还可以起到环保作用,减少了水资源的浪费和人力资源的消耗。因此,本发明的太阳能电池板清洁机器人是一款高效实用的设备,具有广泛的应用价值。The invention provides an autonomous navigation battery plate cleaning robot, which can walk and plan paths, and realize the function of automatic lifting cleaning. In the case that the solar panel cleaning robot on the existing market cannot span a gap of more than 50mm and the drop is greater than 30mm, the robot of the present invention can easily handle and thoroughly clean the dust and dirt on the solar panel, thereby improving the efficiency of photovoltaic power generation and saving manpower costs and water resources. The solar battery panel cleaning robot of the present invention uses a built-in battery as energy source, so it has the advantage of independent use and reduces the impact on the environment. The robot can mark the position of the battery panel through the autonomous navigation system, and automatically use the ant colony algorithm to plan the best cleaning route according to the size and position of the battery panel, thereby effectively improving the cleaning efficiency. In addition, the robot adopts an automatic lifting cleaning design, which can adapt to the cleaning needs of panels of different heights, thereby providing customers with more complete cleaning services. By adopting the solar battery panel cleaning robot of the present invention, unmanned management of the solar panel can be completely realized, thereby greatly reducing management cost and work intensity. At the same time, the application of the robot can also play a role in environmental protection, reducing the waste of water resources and the consumption of human resources. Therefore, the solar battery panel cleaning robot of the present invention is an efficient and practical device with wide application value.
为实现上述目的,本发明提供如下技术方案:To achieve the above object, the present invention provides the following technical solutions:
一种太阳能电池板清洁机器人,包括清洁装置主体和伸缩杆主体,所述伸缩杆主体的底端安装到清洁装置角度调节装置上,且清洁装置角度调节装置固定安装到小车上,所述伸缩杆主体的内部底面固定连接有丝杆电机,且丝杆电机的输出轴竖直向上与丝杆轴的底端固定连接,且丝杆轴转动连接在伸缩杆主体内,丝杆轴上螺纹连接有滑块,滑块与清洁装置主体固定连接,通过丝杆轴、丝杆电机和伸缩杆主体构成整个伸缩机构,通过伸缩机构方便对清洁装置主体的位置进行调节,且清洁装置主体通过清洁装置角度调节装置来调节角度。A solar panel cleaning robot, comprising a cleaning device main body and a telescopic rod main body, the bottom end of the telescopic rod main body is installed on a cleaning device angle adjustment device, and the cleaning device angle adjustment device is fixedly installed on a trolley, the telescopic rod The inner bottom surface of the main body is fixedly connected with a screw motor, and the output shaft of the screw motor is fixedly connected with the bottom end of the screw shaft vertically upwards, and the screw shaft is rotatably connected in the main body of the telescopic rod, and the screw shaft is threadedly connected with The slider, the slider is fixedly connected with the main body of the cleaning device, and the entire telescopic mechanism is formed by the screw shaft, the screw motor and the telescopic rod main body. Adjust the device to adjust the angle.
优选的:所述清洁装置角度调节装置包括涡轮和蜗杆,涡轮和蜗杆相互啮合,且蜗杆转动连接到小车上,而涡轮固定连接在伸缩杆主体的底端,通过涡轮和蜗杆的配合作用,对清洁装置主体进行调节,其中蜗杆电机连接蜗杆旋转从而带动涡轮,实现大扭矩可控角度旋转,并且蜗杆电机具有反向自锁,防止运动过程中蜗杆电机断电或者力度不足锁不住而引发的事故。Preferably: the angle adjustment device of the cleaning device includes a worm gear and a worm, the worm gear and the worm are meshed with each other, and the worm is connected to the trolley in rotation, and the worm gear is fixedly connected to the bottom end of the telescopic rod body, through the cooperation of the worm gear and the worm, the The main body of the cleaning device is adjusted, in which the worm motor is connected to the worm to rotate to drive the turbine to achieve high-torque controllable angle rotation, and the worm motor has reverse self-locking, which prevents the worm motor from being powered off or unable to lock due to insufficient force during the movement. ACCIDENT.
优选的:所述清洁装置主体的内部转动连接有竖直设置的高清洁度滚刷,且清洁装置主体的内部还设置有关于高清洁度滚刷对称设置的第一喷水口和第二喷水口,其中第一喷水口和第二喷水口均位于清洁装置主体的上端内侧,第一喷水口和第二喷水口通过内置输送水流的管道与外部的有源水泵连接,从而向第一喷水口和第二喷水口进行供水,实现清洗功能。Preferably: the inside of the main body of the cleaning device is rotatably connected with a vertically arranged high-cleanliness roller brush, and the inside of the main body of the cleaning device is also provided with a first water spray port and a second spray nozzle symmetrically arranged with respect to the high-cleanliness roller brush. The water outlet, wherein the first water spray port and the second water spray port are located on the inner side of the upper end of the main body of the cleaning device, the first water spray port and the second water spray port are connected to the external active water pump through the built-in water delivery pipeline, thereby Water is supplied to the first water spray port and the second water spray port to realize the cleaning function.
优选的:所述高清洁度滚刷由毛刷电机驱动工作。Preferably: the high-cleanliness roller brush is driven by a brush motor.
优选的:所述清洁装置主体的内部上端转动连接有关于高清洁度滚刷对称设置的两个清洁板上滑轮组,清洁装置主体的内部下端转动连接有关于高清洁度滚刷对称设置的两个清洁板下滑轮组,通过清洁板上滑轮组和清洁板下滑轮组方便清洁装置主体贴在光伏板上进行移动和清洗工作。Preferably: the inner upper end of the main body of the cleaning device is rotatably connected with two pulley sets on the cleaning plate symmetrically arranged with respect to the high-cleanliness roller brush, and the inner lower end of the main body of the cleaning device is rotatably connected with two sets of pulleys arranged symmetrically with respect to the high-cleanliness roller brush. The lower pulley group of the cleaning board, through the pulley group of the cleaning board and the lower pulley group of the cleaning board, it is convenient for the main body of the cleaning device to be attached to the photovoltaic board for moving and cleaning.
优选的:所述清洁装置主体的顶部固定连接有闭锁机构主体,闭锁机构主体上设置有闭锁机构滑轮组,闭锁机构主体的顶部固定连接有闭锁机构电机,且闭锁机构主体的两侧均设有闭锁机构,闭锁机构上安装有闭锁机构滑轮,在实际工作中,清洁装置主体的顶部通过闭锁机构主体和闭锁机构扣在光伏板的上端,使清洁装置能够达到工作状态,从而能够实现对太阳能板的高效清洁。Preferably: the top of the main body of the cleaning device is fixedly connected with a locking mechanism main body, the locking mechanism main body is provided with a locking mechanism pulley block, the top of the locking mechanism main body is fixedly connected with a locking mechanism motor, and both sides of the locking mechanism main body are provided with locking mechanisms. The locking mechanism is equipped with a locking mechanism pulley. In actual work, the top of the main body of the cleaning device is buckled on the upper end of the photovoltaic panel through the main body of the locking mechanism and the locking mechanism, so that the cleaning device can reach the working state, so as to realize the protection of the solar panel. Efficient cleaning.
为了防止清洁装置在工作过程中从光伏板的两端掉落,可在光伏板的两端均设置限位块。In order to prevent the cleaning device from falling from both ends of the photovoltaic panel during operation, limit blocks can be provided at both ends of the photovoltaic panel.
优选的:所述小车的顶部一端固定连接有激光雷达,小车的顶部另一端固定连接有污渍检测摄像头,由激光雷达和污渍检测摄像头形成导航系统,机器人通过计算激光雷达和污渍检测摄像头的数据,获得机器人的具体位置,并根据所需要清洁的地点和当前机器人的位置规划最短清洁路线,然后依次到达各个清洁点,并根据各个部位沾染灰尘或者污渍的程度,选用不同的清洁方法进行清洁,并在清洁之后通过摄像头判断是否清洁干净。Preferably: a laser radar is fixedly connected to one end of the top of the car, and a stain detection camera is fixedly connected to the other end of the top of the car, a navigation system is formed by the laser radar and the stain detection camera, and the robot calculates the data of the laser radar and the stain detection camera, Obtain the specific location of the robot, and plan the shortest cleaning route according to the location to be cleaned and the current location of the robot, and then arrive at each cleaning point in turn, and select different cleaning methods according to the degree of dust or stains on each part for cleaning, and After cleaning, use the camera to judge whether it is clean or not.
一种太阳能电池板清洁机器人的工作方法,包括如下步骤:A working method of a solar panel cleaning robot, comprising the steps of:
步骤一:先将机器人通过闭锁机构和闭锁机构主体安装到光伏板上;Step 1: First install the robot on the photovoltaic panel through the locking mechanism and the main body of the locking mechanism;
步骤二:使用相机和激光雷达进行预先的建图,接着将地图储存进管理系统中,在需要清洁时在管理系统中选择需要清洁的坐标点,接下来清洁机器人将通过蚁群算法规划处一条合适的最短路径,达到不但能到达准确的坐标点,并且能够使得经过的路径最短;Step 2: Use the camera and lidar to build a map in advance, and then store the map in the management system. When cleaning is required, select the coordinate points to be cleaned in the management system. Next, the cleaning robot will use the ant colony algorithm to plan a Appropriate shortest path, not only can reach the exact coordinate point, but also can make the passing path the shortest;
步骤三:通过小车带动机器人在光伏板上进行清理,实现机器人在光伏板上来回清洁,清洁效果显著,使用方便,成本可控,自动化程度较高,非常适合日常太阳能板的清洁。Step 3: Use the car to drive the robot to clean the photovoltaic panel to realize the robot cleaning back and forth on the photovoltaic panel. The cleaning effect is remarkable, easy to use, cost controllable, and highly automated. It is very suitable for daily solar panel cleaning.
与现有技术相比,本发明的有益效果是:Compared with prior art, the beneficial effect of the present invention is:
本发明设置清洁装置,实现了对太阳能板的快速、方便的清洁。相比传统的人工清洁方法,本机器人具备自动化程度高、清洁效果好的优势,更加节省人力资源。The invention is provided with a cleaning device to realize fast and convenient cleaning of the solar panels. Compared with the traditional manual cleaning method, this robot has the advantages of high degree of automation and good cleaning effect, and saves more human resources.
在使用本机器人前,需要进行SLAM(Simultaneous Localization and Mapping)技术建图,建立起该区域的地图模型,并将太阳能板的位置和相关信息(如尺寸、清洁历史记录等)标记在地图并储存在管理系统中。这样,机器人便可通过激光雷达或相机等传感器,实时的感知自身与周围环境之间的距离和位置关系,以此实现准确定位。一旦接收到清洁命令,本机器人便可利用先前建立的地图信息,通过蚁群算法规划清洁路径,确保机器人移动的效率和清洁效果的最大化。机器人会先行进入最短路径的太阳能板位置中,再通过检测太阳能板的污垢情况,确定是否需要清洁以及重点清洁部位,并针对不同情况采用相应的清洁方式进行清洁。通过此种设定,机器人可以更加精准高效地进行清洁操作,从而提高机器人的清洁效果和自动化程度,并且能够节约时间和移动消耗的能源。Before using this robot, it is necessary to carry out SLAM (Simultaneous Localization and Mapping) technology to build a map model of the area, and mark the location of the solar panel and related information (such as size, cleaning history, etc.) on the map and store it. in the management system. In this way, the robot can perceive the distance and position relationship between itself and the surrounding environment in real time through sensors such as lidar or camera, so as to achieve accurate positioning. Once the cleaning order is received, the robot can use the previously established map information to plan the cleaning path through the ant colony algorithm to ensure the maximum efficiency of the robot's movement and cleaning effect. The robot will first enter the position of the solar panel with the shortest path, and then detect the dirt on the solar panel to determine whether it needs to be cleaned and the key cleaning parts, and use corresponding cleaning methods to clean according to different situations. Through this setting, the robot can perform cleaning operations more accurately and efficiently, thereby improving the cleaning effect and automation of the robot, and saving time and energy consumed by movement.
清洁装置是本发明电池板清洁机器人的重要组成部分,由高清洁度毛刷、自动喷水装置、闭锁机构、滑轮组以及横梁柱等组件构成。该清洁装置能够在机器人移动到太阳能电池板相应位置时,将伸缩臂伸出,上闭锁机构旋转扣紧太阳能电池板上端,使清洁装置能够达到工作状态,从而能够实现对太阳能板的高效清洁。当清洁机器人需要使用喷水清洁时,自动喷水装置会向太阳能板喷水,使太阳能板进行浸润,软化表面的污垢。然后,通过高清洁度毛刷将污垢翻起,再通过刮板将太阳能板上的污垢刮出,这样可以有效清除太阳能板上的灰尘和污垢。最后,清洁装置通过车轮电机的驱动来回清洁太阳能板,实现多次清洁,清洁效果显著,同时使用也十分方便。通过采用上述清洁装置,本发明的电池板清洁机器人能够实现自动化、高效、方便的清洁太阳能板,让太阳能板始终保持清洁状态,提高光伏发电效率。因此,本发明具有非常显著的经济效益和社会效益,具有非常广阔的社会应用前景。The cleaning device is an important part of the battery panel cleaning robot of the present invention, which is composed of high-cleanliness brushes, automatic water spraying devices, locking mechanisms, pulley blocks, beams and columns. The cleaning device can extend the telescopic arm when the robot moves to the corresponding position of the solar panel, and the upper locking mechanism rotates and fastens the top of the solar panel, so that the cleaning device can reach the working state, thereby realizing efficient cleaning of the solar panel. When the cleaning robot needs to use water spray to clean, the automatic water spray device will spray water to the solar panel to infiltrate the solar panel and soften the dirt on the surface. Then, the dirt is turned up by the high-cleaning brush, and then the dirt on the solar panel is scraped off by the scraper, which can effectively remove the dust and dirt on the solar panel. Finally, the cleaning device cleans the solar panels back and forth through the drive of the wheel motors to achieve multiple cleanings, the cleaning effect is remarkable, and it is also very convenient to use. By adopting the above-mentioned cleaning device, the battery panel cleaning robot of the present invention can realize automatic, efficient and convenient cleaning of solar panels, keep the solar panels in a clean state all the time, and improve the efficiency of photovoltaic power generation. Therefore, the present invention has very significant economic and social benefits, and has very broad social application prospects.
附图说明Description of drawings
图1为一种太阳能电池板清洁机器人的侧视图。Figure 1 is a side view of a solar panel cleaning robot.
图2为一种太阳能电池板清洁机器人内部的结构立体图。Fig. 2 is a perspective view of the internal structure of a solar panel cleaning robot.
图3为一种太阳能电池板清洁机器人的正面图。Fig. 3 is a front view of a solar panel cleaning robot.
图4为一种太阳能电池板清洁机器人中伸缩机构角度调节装置的立体图。Fig. 4 is a perspective view of a telescopic mechanism angle adjustment device in a solar panel cleaning robot.
如图所示:1、闭锁机构电机;2、闭锁机构滑轮;3、闭锁机构;4、污渍检测摄像头;5、高清洁度滚刷;6、丝杆轴;7、丝杆电机;8、清洁装置角度调节装置;9、清洁板下滑轮组;10、激光雷达;11、闭锁机构滑轮组;12、闭锁机构主体;14、第一喷水口;15、第二喷水口;16、清洁板上滑轮组;17、蜗杆;18、清洁装置主体;19、伸缩杆主体;20、涡轮。As shown in the figure: 1. Locking mechanism motor; 2. Locking mechanism pulley; 3. Locking mechanism; 4. Stain detection camera; 5. High cleanliness roller brush; 6. Screw shaft; 7. Screw motor; 8. Angle adjustment device of cleaning device; 9. Lower pulley group of cleaning board; 10. Laser radar; 11. Pulley block of locking mechanism; 12. Main body of locking mechanism; 14. First water spray port; 15. Second water spray port; Upper pulley block; 17, worm; 18, cleaning device main body; 19, telescopic rod main body; 20, turbine.
具体实施方式Detailed ways
下面将结合本发明实施例中的附图,对本发明实施例中的技术方案进行清楚、完整地描述。The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the drawings in the embodiments of the present invention.
请参阅图1~4,本发明实施例中,一种太阳能电池板清洁机器人,包括清洁装置主体18和伸缩杆主体19,所述伸缩杆主体19的底端安装到清洁装置角度调节装置8上,且清洁装置角度调节装置8固定安装到小车上,所述伸缩杆主体19的内部底面固定连接有丝杆电机7,且丝杆电机7的输出轴竖直向上与丝杆轴6的底端固定连接,且丝杆轴6转动连接在伸缩杆主体19内,丝杆轴6上螺纹连接有滑块,滑块与清洁装置主体18固定连接,通过丝杆轴6、丝杆电机7和伸缩杆主体19构成整个伸缩机构,通过伸缩机构方便对清洁装置主体18的位置进行调节,且清洁装置主体18通过清洁装置角度调节装置8来调节角度。Please refer to FIGS. 1 to 4. In the embodiment of the present invention, a solar panel cleaning robot includes a cleaning device main body 18 and a telescopic rod main body 19. The bottom end of the telescopic rod main body 19 is installed on the cleaning device angle adjustment device 8. , and the cleaning device angle adjustment device 8 is fixedly installed on the trolley, the inner bottom surface of the telescopic rod main body 19 is fixedly connected with the screw motor 7, and the output shaft of the screw motor 7 is vertically upward to the bottom of the screw shaft 6 It is fixedly connected, and the screw shaft 6 is rotatably connected in the telescopic rod main body 19, the screw shaft 6 is threadedly connected with a slider, and the slider is fixedly connected with the main body 18 of the cleaning device, through the screw shaft 6, the screw motor 7 and the telescopic The rod main body 19 constitutes the entire telescopic mechanism, through which the position of the cleaning device main body 18 is conveniently adjusted, and the angle of the cleaning device main body 18 is adjusted by the cleaning device angle adjusting device 8 .
所述清洁装置角度调节装置8包括涡轮20和蜗杆17,涡轮20和蜗杆17相互啮合,且蜗杆17转动连接到小车上,而涡轮20固定连接在伸缩杆主体19的底端,通过涡轮20和蜗杆17的配合作用,对清洁装置主体18进行调节,其中蜗杆电机连接蜗杆旋转从而带动涡轮,实现大扭矩可控角度旋转,并且蜗杆电机具有反向自锁,防止运动过程中蜗杆电机断电或者力度不足锁不住而引发的事故。The cleaning device angle adjusting device 8 includes a worm gear 20 and a worm 17, the worm gear 20 and the worm screw 17 are engaged with each other, and the worm screw 17 is rotatably connected to the trolley, and the worm gear 20 is fixedly connected to the bottom end of the telescopic rod main body 19, through the worm gear 20 and the The cooperation of the worm 17 adjusts the main body 18 of the cleaning device. The worm motor is connected to the worm and rotates to drive the turbine to achieve high-torque controllable angle rotation, and the worm motor has reverse self-locking to prevent the worm motor from being powered off or Accidents caused by insufficient strength and failure to lock.
所述清洁装置主体18的内部转动连接有竖直设置的高清洁度滚刷5,且清洁装置主体18的内部还设置有关于高清洁度滚刷5对称设置的第一喷水口14和第二喷水口15,其中第一喷水口14和第二喷水口15均位于清洁装置主体18的上端内侧,第一喷水口14和第二喷水口15通过内置输送水流的管道与外部的有源水泵连接,从而向第一喷水口14和第二喷水口15进行供水,实现清洗功能。The inside of the cleaning device main body 18 is rotatably connected with a vertically arranged high-cleanliness roller brush 5, and the inside of the cleaning device main body 18 is also provided with a first water spray port 14 and a second nozzle 14 that are symmetrically arranged with respect to the high-cleanliness roller brush 5. Two water spray ports 15, wherein the first water spray port 14 and the second water spray port 15 are all positioned at the upper end inner side of the cleaning device main body 18, the first water spray port 14 and the second water spray port 15 communicate with the pipeline of the built-in water flow The external active water pump is connected to supply water to the first water spray port 14 and the second water spray port 15 to realize the cleaning function.
所述高清洁度滚刷5由毛刷电机驱动工作。The high-cleanliness roller brush 5 is driven by a brush motor.
所述清洁装置主体18的内部上端转动连接有关于高清洁度滚刷5对称设置的两个清洁板上滑轮组16,清洁装置主体18的内部下端转动连接有关于高清洁度滚刷5对称设置的两个清洁板下滑轮组9,通过清洁板上滑轮组16和清洁板下滑轮组9方便清洁装置主体18贴在光伏板上进行移动和清洗工作。The inner upper end of the cleaning device main body 18 is rotatably connected with two pulleys 16 on the cleaning plate that are symmetrically arranged with respect to the high-cleanliness roller brush 5 , and the inner lower end of the cleaning device main body 18 is rotatably connected with two rollers 16 that are symmetrically arranged with respect to the high-cleanliness roller brush 5 . The lower pulleys 9 of the two cleaning boards are convenient for the cleaning device main body 18 to be attached to the photovoltaic board for moving and cleaning work through the pulleys 16 on the cleaning board and the lower pulleys 9 of the cleaning board.
所述清洁装置主体18的顶部固定连接有闭锁机构主体12,闭锁机构主体12上设置有闭锁机构滑轮组11,闭锁机构主体12的顶部固定连接有闭锁机构电机1,且闭锁机构主体12的两侧均设有闭锁机构3,闭锁机构3上安装有闭锁机构滑轮2,在实际工作中,清洁装置主体18的顶部通过闭锁机构主体12和闭锁机构3扣在光伏板的上端,使清洁装置能够达到工作状态,从而能够实现对太阳能板的高效清洁。The top of the cleaning device main body 18 is fixedly connected with a locking mechanism main body 12, the locking mechanism main body 12 is provided with a locking mechanism pulley block 11, the top of the locking mechanism main body 12 is fixedly connected with a locking mechanism motor 1, and both sides of the locking mechanism main body 12 All are equipped with a locking mechanism 3, and a locking mechanism pulley 2 is installed on the locking mechanism 3. In actual work, the top of the cleaning device main body 18 is buckled on the upper end of the photovoltaic panel through the locking mechanism main body 12 and the locking mechanism 3, so that the cleaning device can reach Working state, so as to realize efficient cleaning of solar panels.
为了防止清洁装置在工作过程中从光伏板的两端掉落,可在光伏板的两端均设置限位块。In order to prevent the cleaning device from falling from both ends of the photovoltaic panel during operation, limit blocks can be provided at both ends of the photovoltaic panel.
所述小车的顶部一端固定连接有激光雷达10,小车的顶部另一端固定连接有污渍检测摄像头4,由激光雷达10和污渍检测摄像头4形成导航系统,机器人通过计算激光雷达10和污渍检测摄像头4的数据,获得机器人的具体位置,并根据所需要清洁的地点和当前机器人的位置规划最短清洁路线,然后依次到达各个清洁点,并根据各个部位沾染灰尘或者污渍的程度,选用不同的清洁方法进行清洁,并在清洁之后通过摄像头判断是否清洁干净。One end of the top of the car is fixedly connected with a laser radar 10, and the other end of the top of the car is fixedly connected with a stain detection camera 4. The navigation system is formed by the laser radar 10 and the stain detection camera 4. According to the data, the specific location of the robot is obtained, and the shortest cleaning route is planned according to the location to be cleaned and the current location of the robot, and then each cleaning point is reached in turn, and different cleaning methods are selected according to the degree of dust or stains on each part. Clean, and judge whether it is clean through the camera after cleaning.
一种太阳能电池板清洁机器人的工作方法,包括如下步骤:A working method of a solar panel cleaning robot, comprising the steps of:
步骤一:先将机器人通过闭锁机构3和闭锁机构主体12安装到光伏板上;Step 1: first install the robot on the photovoltaic panel through the locking mechanism 3 and the main body 12 of the locking mechanism;
步骤二:使用相机和激光雷达进行预先的建图,接着将地图储存进管理系统中,在需要清洁时在管理系统中选择需要清洁的坐标点,接下来清洁机器人将通过蚁群算法规划处一条合适的最短路径,达到不但能到达准确的坐标点,并且能够使得经过的路径最短;Step 2: Use the camera and lidar to build a map in advance, and then store the map in the management system. When cleaning is required, select the coordinate points to be cleaned in the management system. Next, the cleaning robot will use the ant colony algorithm to plan a Appropriate shortest path, not only can reach the exact coordinate point, but also can make the passing path the shortest;
步骤三:通过小车带动机器人在光伏板上进行清理,实现机器人在光伏板上来回清洁,清洁效果显著,使用方便,成本可控,自动化程度较高,非常适合日常太阳能板的清洁。Step 3: Use the car to drive the robot to clean the photovoltaic panel to realize the robot cleaning back and forth on the photovoltaic panel. The cleaning effect is remarkable, easy to use, cost controllable, and highly automated. It is very suitable for daily solar panel cleaning.
需要说明的是,规划最短的清洁路线时,其解法包括两部分:一是计算给定坐标点间的距离矩阵,并将其作为蚁群算法的输入;二是通过蚁群算法求解经过指定点的最短路径。下面分别进行说明。It should be noted that when planning the shortest cleaning route, the solution includes two parts: one is to calculate the distance matrix between given coordinate points and use it as the input of the ant colony algorithm; the other is to use the ant colony algorithm to solve the the shortest path of . Each will be described below.
一、计算坐标点间的距离矩阵1. Calculate the distance matrix between coordinate points
对于给定的坐标点集合,可以通过欧几里得距离来计算任意两个点之间的距离。假设点集合为S,其中第i个点的坐标为(xi,yi),则S中任意两个点i和j之间的距离为:For a given set of coordinate points, the distance between any two points can be calculated by Euclidean distance. Suppose the set of points is S, and the coordinates of the i-th point are ( xi , y i ), then the distance between any two points i and j in S is:
将这些距离组成矩阵D,即可得到所有点之间的距离矩阵。 Combining these distances into a matrix D, the distance matrix between all points can be obtained.
二、蚁群算法求解最短路径2. Ant colony algorithm to find the shortest path
1.初始化信息素矩阵1. Initialize the pheromone matrix
令T为蚂蚁在搜索路径中遍历的清洁路径点集合。在蚁群算法的初始状态下,每个清洁路径点之间的信息素值相等,可以将初始信息素矩阵T0表示为:Let T be the set of clean waypoints traversed by ants in the search path. In the initial state of the ant colony algorithm, the pheromone value between each cleaning path point is equal, and the initial pheromone matrix T0 can be expressed as:
其中n为清洁路径点总数,L为初始路径长度,Q为常数,用于控制信息素的强度。Where n is the total number of cleaning path points, L is the initial path length, and Q is a constant used to control the intensity of pheromones.
2.初始化蚂蚁和清洁路径点2. Initialize ants and clean path points
为每个清洁路径点分配一个唯一的编号,并初始化m只蚂蚁。对于每只蚂蚁k,随机选择一个初始清洁路径点i,并记录下它所在的当前清洁路径点c。Assign a unique number to each cleaning path point and initialize m ants. For each ant k, randomly select an initial cleaning path point i, and record its current cleaning path point c.
3.蚂蚁的运动和信息素更新3. Ant movement and pheromone update
在蚂蚁运动的过程中,需要根据当前清洁路径点的信息素值和启发函数值计算每个清洁路径点被选中的概率。定义一个启发函数η(i,j),在清洁路径点i和清洁路径点j之间移动时,计算方法如下:During the movement of ants, it is necessary to calculate the probability of each cleaning path point being selected according to the pheromone value and heuristic function value of the current cleaning path point. Define a heuristic function η(i,j), when moving between clean path point i and clean path point j, the calculation method is as follows:
η(i,j)=1/d(i,j)η(i,j)=1/d(i,j)
其中d(i,j)为清洁路径点i和清洁路径点j之间的距离。假设当前蚂蚁k位于清洁路径点i,其可行的下一个清洁路径点集合为Ji,k,那么与清洁路径点i相连的清洁路径点j的被选择概率可以表示为:where d(i,j) is the distance between cleaning path point i and cleaning path point j. Assuming that the current ant k is located at the cleaning path point i, and its feasible next cleaning path point set is J i,k , then the selection probability of the cleaning path point j connected to the cleaning path point i can be expressed as:
其中τ表示信息素浓度,α和β是控制信息素浓度和启发函数影响力的参数,同时满足α+β=1。可以看出,当信息素浓度较大,且清洁路径点间距离较小时,被选择概率较大。Where τ represents the pheromone concentration, α and β are parameters controlling the pheromone concentration and the influence of the heuristic function, and satisfy α+β=1 at the same time. It can be seen that when the pheromone concentration is high and the distance between the cleaning path points is small, the probability of being selected is high.
在计算完所有清洁路径点的被选择概率后,蚂蚁按照这些概率选择下一个清洁路径点,并将其加入到遍历集合T中。如果已经遍历完所有的清洁路径点,则将最后一个清洁路径点和起始清洁路径点相连,形成一条回路。当所有蚂蚁都完成了路径时,跳到步骤4。After calculating the selected probabilities of all cleaning path points, the ants select the next cleaning path point according to these probabilities, and add it to the traversal set T. If all the cleaning path points have been traversed, connect the last cleaning path point with the initial cleaning path point to form a loop. When all ants have completed the path, skip to step 4.
4.更新信息素矩阵4. Update pheromone matrix
在蚁群算法中,信息素的浓度会受到挥发和增加两个因素的影响。假设ti,j表示从清洁路径点i到清洁路径点j的信息素浓度,m为时刻,则可以用如下公式更新信息素浓度:In the ant colony algorithm, the concentration of pheromone will be affected by two factors: volatilization and increase. Assuming that t i,j represents the pheromone concentration from cleaning path point i to cleaning path point j, and m is the time, the following formula can be used to update the pheromone concentration:
其中ρ为信息素的挥发速率,是第k只蚂蚁在路径上留下的信息量,即:where ρ is the volatilization rate of the pheromone, is the amount of information left by the kth ant on the path, namely:
其中Q为常数,Lk为第k只蚂蚁所经过路径的总长度。加入常数Q的作用是保证信息素不断增加,而不会衰减到0。更新完所有信息素之后,跳到步骤3,重复执行若干次迭代。Among them, Q is a constant, and L k is the total length of the path that the kth ant has passed. The role of adding a constant Q is to ensure that the pheromone keeps increasing without decaying to 0. After updating all pheromones, skip to step 3 and repeat for several iterations.
5.重复执行步骤3和步骤4,直到达到最大迭代次数或者其他停止条件。5. Repeat steps 3 and 4 until the maximum number of iterations or other stopping conditions are reached.
6.输出最短的清洁路径。6. Output the shortest cleaning path.
随后行驶到各个清洁位置处,扫描与光伏板的间距是否在伸缩杆的工作距离内,小车控制器反复比较光伏板与小车的位置信号,将小车移动到合适距离后,解锁太阳能清洁板锁死状态,驱动伸缩杆将太阳能清洁板沿平行于光伏板向上的方向到达设定位置,伸缩杆到达指定位置后,上闭锁结构12工作,向光伏板方向闭锁,反扣住光伏板的上沿,上闭锁结构12传感器判断已经闭锁成功后,就实现将清洁装置固定在光伏板上,清洁装置与光伏板之间还设置有行走机构轮胎11,在小车的带动下向执行清洁操作,从而能够使其在太阳能板上来回清洁,大大提高了清洁装置的清洁效果,也减少了清洁板装置整体重量,减小光伏板结构的承重压力,放置光伏板结构变形,大大提高了光伏板的使用寿命,减少因光伏板面清洁带来的损害。Then drive to each cleaning position, scan whether the distance between the photovoltaic panel and the telescopic rod is within the working distance of the telescopic rod, the trolley controller repeatedly compares the position signals of the photovoltaic panel and the trolley, and after moving the trolley to an appropriate distance, unlock the solar cleaning panel and lock it state, drive the telescopic rod to move the solar cleaning panel to the set position parallel to the upward direction of the photovoltaic panel. After the telescopic rod reaches the designated position, the upper locking structure 12 will work and lock in the direction of the photovoltaic panel, and buckle the upper edge of the photovoltaic panel. After the sensor of the upper locking structure 12 judges that the locking has been successful, the cleaning device is fixed on the photovoltaic panel. There is also a running mechanism tire 11 between the cleaning device and the photovoltaic panel, and the cleaning operation is carried out under the drive of the trolley, so that the It cleans back and forth on the solar panel, which greatly improves the cleaning effect of the cleaning device, reduces the overall weight of the cleaning panel device, reduces the load-bearing pressure of the photovoltaic panel structure, and places the photovoltaic panel structure deformation, which greatly improves the service life of the photovoltaic panel. Reduce the damage caused by cleaning the photovoltaic panel surface.
清洁机器人包括有闭锁机构、伸缩机构、高清洁度毛刷,清洁板滑轮组,每一个光伏板两端都设有限位机构,清洁机器人在光伏板上行走时始终位于两端限位装置中间,防止清洁机器人掉落。当清洁机器人放置在光伏板上后,首先判断距离起始端限位机构的距离是否在开始工作距离,如果不是则移动清洁机器人达到预设启动位置,满足启动条件后,清洁机器人开始正常工作,在快移动到末端限位时,小车开始减速直至到末端限位完全启动,一遍完整的无水滚刷清洁完成,此时清洁机器人识别走过的光伏板是否已经达到清洁要求,如果该工作区间已达到清洁要求,小车首先启动闭锁机构12,向远离光伏板方向旋转,脱离与光伏板得闭锁状态,然后伸缩机构19收回清洁装置主体18至伸缩杆初始状态,当检测到伸缩杆已经达到初始状态,小车锁定整个清洁机器人,使整个清洁机器人锁死成功后,小车移动到下一个待清洁区域,并开始下一段清洁任务。The cleaning robot includes a locking mechanism, a telescopic mechanism, a high-cleanliness brush, and a pulley block for the cleaning plate. There are limit mechanisms at both ends of each photovoltaic panel. When the cleaning robot walks on the photovoltaic panel, it is always located in the middle of the limit devices at both ends to prevent The cleaning robot falls. When the cleaning robot is placed on the photovoltaic panel, first judge whether the distance from the limit mechanism at the starting end is within the starting working distance, if not, move the cleaning robot to the preset starting position, and after the starting conditions are met, the cleaning robot starts to work normally. When it moves quickly to the end limit, the trolley starts to decelerate until it reaches the end limit and starts fully. A complete cleaning with an anhydrous roller brush is completed. At this time, the cleaning robot recognizes whether the photovoltaic panels passing by have met the cleaning requirements. If the working area has To meet the cleaning requirements, the trolley first starts the locking mechanism 12, rotates away from the photovoltaic panel, and breaks away from the locked state with the photovoltaic panel. Then the telescopic mechanism 19 retracts the main body 18 of the cleaning device to the initial state of the telescopic rod. When it is detected that the telescopic rod has reached the initial state , the car locks the entire cleaning robot, and after the entire cleaning robot is locked successfully, the car moves to the next area to be cleaned and starts the next cleaning task.
另外,在完成第一遍无水清洁后,如果通过摄像头判断,发现清洁机器人判断未完成清洁要求,则需要对该光伏板再执行清洁任务。在第一遍清洁任务时,污渍检测装置已经对清洁过的区域进行图像识别处理,将未达到清洁要求的区域对比清洁要求,判断所需要执行的清洁任务。In addition, after the first pass of waterless cleaning, if the camera judges that the cleaning robot has not completed the cleaning requirements, it is necessary to perform the cleaning task on the photovoltaic panel. During the first cleaning task, the stain detection device has already performed image recognition processing on the cleaned area, and compares the areas that do not meet the cleaning requirements with the cleaning requirements to determine the cleaning task that needs to be performed.
在本实施例中:清洁任务包括:整体无水滚刷、指定区域无水滚刷、整体喷水滚刷和指定区域喷水滚刷。整体无水滚刷操作需要先确定起始位置是否符合清洁装置工作的位置,调节清洁装置至工作位置后,开始整体无水滚刷清洁;指定区域无水滚刷,需要小车将清洁装置移动到指定区域划定好工作区域,在设定区域内反复来回移动清洁装置清洁;整体喷水滚刷清洁需要先确定起始位置是否符合清洁装置工作的位置,调节清洁装置至工作位置后,开始喷水滚刷清洁,对光伏板表面进行喷水,可以使其表面污垢松软,便于清洁,也能够对清洁下的污垢进行冲刷;指定区域喷水滚刷,需要小车将清洁装置移动到指定区域划定好工作区域,清洁装置清洁毛刷电机同步工作,对光伏板表面进行喷水,小车将清洁装置移动到指定区域划定好工作区域,在设定区域内反复来回移动清洁装置清洁,可以有效去除掉顽固污垢,例如鸟屎,结块污泥等。In this embodiment: the cleaning tasks include: the overall waterless roller brush, the designated area waterless roller brush, the overall water spray roller brush and the designated area water spray roller brush. The overall waterless roller brush operation needs to determine whether the starting position is in line with the working position of the cleaning device. After adjusting the cleaning device to the working position, start the overall waterless roller brush cleaning; there is no water roller brush in the designated area, and a trolley is required to move the cleaning device to Designate the area to delineate the working area, and move the cleaning device back and forth repeatedly in the set area to clean; the overall water spray roller brush cleaning needs to determine whether the starting position is in line with the working position of the cleaning device, adjust the cleaning device to the working position, and start spraying Water roller brush cleaning, spraying water on the surface of the photovoltaic panel can make the dirt on the surface soft and easy to clean, and can also wash away the dirt under cleaning; the designated area is sprayed with water, and the cleaning device needs to be moved to the designated area by a trolley. Set the working area, the cleaning device cleaning brush motor works synchronously, spray water on the surface of the photovoltaic panel, the car moves the cleaning device to the designated area to delineate the working area, and repeatedly moves the cleaning device back and forth in the set area to clean, which can be effective Removes stubborn dirt such as bird droppings, caked sludge, etc.
在本实施例中:小车平台不靠近光伏板一侧可以加装光伏发电板,在工作期间持续给小车和清洁装置供电,合理利用能源,也延长了整个清洁机器人的工作时间和效率,同时在另外一侧加装光伏可以平衡小车左右两侧的受力,使小车可以更加稳定运行。In this embodiment, a photovoltaic power generation panel can be installed on the side of the trolley platform that is not close to the photovoltaic panel, which can continuously supply power to the trolley and the cleaning device during the working period, rationally uses energy, and prolongs the working time and efficiency of the entire cleaning robot. Installing photovoltaics on the other side can balance the force on the left and right sides of the car, so that the car can run more stably.
尽管参照前述实施例对本发明进行了详细的说明,对于本领域的技术人员来说,其依然可以对前述各实施例所记载的技术方案进行修改,或者对其中部分技术特征进行等同替换,凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。Although the present invention has been described in detail with reference to the aforementioned embodiments, those skilled in the art can still modify the technical solutions described in the aforementioned embodiments, or perform equivalent replacements for some of the technical features. Within the spirit and principles of the present invention, any modifications, equivalent replacements, improvements, etc., shall be included in the protection scope of the present invention.
Claims (8)
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| CN117833802A (en) * | 2023-11-17 | 2024-04-05 | 华能湖北新能源有限责任公司 | A disassembly-free photovoltaic module cleaning device and control method thereof |
| CN119187166A (en) * | 2024-09-30 | 2024-12-27 | 江苏煋火智慧能源有限公司 | New forms of energy photovoltaic board cleaning device for engineering |
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN117833802A (en) * | 2023-11-17 | 2024-04-05 | 华能湖北新能源有限责任公司 | A disassembly-free photovoltaic module cleaning device and control method thereof |
| CN117833802B (en) * | 2023-11-17 | 2025-10-31 | 华能湖北新能源有限责任公司 | Disassembly-free photovoltaic module cleaning device and control method thereof |
| CN119187166A (en) * | 2024-09-30 | 2024-12-27 | 江苏煋火智慧能源有限公司 | New forms of energy photovoltaic board cleaning device for engineering |
| CN119187166B (en) * | 2024-09-30 | 2025-11-21 | 江苏煋火智慧能源有限公司 | New forms of energy photovoltaic board cleaning device for engineering |
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