WO2022088562A1 - Multi-rotor spray rod structure and control method therefor - Google Patents

Multi-rotor spray rod structure and control method therefor Download PDF

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Publication number
WO2022088562A1
WO2022088562A1 PCT/CN2021/077616 CN2021077616W WO2022088562A1 WO 2022088562 A1 WO2022088562 A1 WO 2022088562A1 CN 2021077616 W CN2021077616 W CN 2021077616W WO 2022088562 A1 WO2022088562 A1 WO 2022088562A1
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WIPO (PCT)
Prior art keywords
rotor
boom
rotors
support rod
control
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PCT/CN2021/077616
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French (fr)
Chinese (zh)
Inventor
沈跃
张念
孙志伟
王德伟
刘慧�
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江苏大学
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Publication of WO2022088562A1 publication Critical patent/WO2022088562A1/en

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    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01MCATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/005Special arrangements or adaptations of the spraying or distributing parts, e.g. adaptations or mounting of the spray booms, mounting of the nozzles, protection shields
    • A01M7/0071Construction of the spray booms
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01MCATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/005Special arrangements or adaptations of the spraying or distributing parts, e.g. adaptations or mounting of the spray booms, mounting of the nozzles, protection shields
    • A01M7/006Mounting of the nozzles
    • AHUMAN NECESSITIES
    • A01AGRICULTURE; FORESTRY; ANIMAL HUSBANDRY; HUNTING; TRAPPING; FISHING
    • A01MCATCHING, TRAPPING OR SCARING OF ANIMALS; APPARATUS FOR THE DESTRUCTION OF NOXIOUS ANIMALS OR NOXIOUS PLANTS
    • A01M7/00Special adaptations or arrangements of liquid-spraying apparatus for purposes covered by this subclass
    • A01M7/0089Regulating or controlling systems
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64CAEROPLANES; HELICOPTERS
    • B64C39/00Aircraft not otherwise provided for
    • B64C39/02Aircraft not otherwise provided for characterised by special use
    • 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
    • B64D1/00Dropping, ejecting, releasing, or receiving articles, liquids, or the like, in flight
    • B64D1/16Dropping or releasing powdered, liquid, or gaseous matter, e.g. for fire-fighting
    • B64D1/18Dropping or releasing powdered, liquid, or gaseous matter, e.g. for fire-fighting by spraying, e.g. insecticides
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U10/00Type of UAV
    • B64U10/10Rotorcrafts
    • BPERFORMING OPERATIONS; TRANSPORTING
    • B64AIRCRAFT; AVIATION; COSMONAUTICS
    • B64UUNMANNED AERIAL VEHICLES [UAV]; EQUIPMENT THEREFOR
    • B64U2101/00UAVs specially adapted for particular uses or applications

Definitions

  • the invention relates to a multi-rotor spray rod structure which can control the rotor to make the yaw movement when working in the corner area of the farmland, and belongs to the technical field of agricultural machinery automation and flight control.
  • the present invention discloses a multi-rotor boom structure that is convenient and flexible, and can control the rotor to make the yaw movement.
  • the technical scheme of the present invention includes: a multi-rotor spray rod structure, comprising a support rod (10), and the support rod (10) is provided with a rotor, a motor (2), a connection flange (3), a liquid medicine pipeline ( 4), spray head (5), GPS module, vision module (8), liquid medicine and battery box assembly (11), millimeter wave radar (13); a plurality of pairs of rotors are symmetrically distributed on the support rod (10).
  • the main rotors provide most of the lift required for the boom to fly, and the angles of the auxiliary rotors and regulating rotors can be adjusted to provide lift for the overall boom and control the attitude of the boom, and at the same time
  • the downward airflow generated by the downward airflow can accelerate the liquid medicine to adhere to the surface of the crops;
  • the liquid medicine and the battery box assembly (11) are fixed in the center of the support rod (10), and the two ends of the support rod (10) are provided with auxiliary rotors, and the auxiliary rotors and Adjusting rotors are arranged between the legs of the support rod (10), and main rotors are symmetrically arranged at the two ends adjacent to the liquid medicine and the battery box assembly (11);
  • the nozzle corresponding to the lower end of the rotor is replaced with a rotor of the same model and opposite direction to provide greater lift for the boom;
  • the lower end is connected with a motor
  • the motor (2) is connected with a connecting flange (3), and the lower end of the connecting flange (3) is a liquid medicine pipeline (4), and the connecting flange (3) connects the motor.
  • the liquid medicine pipeline (4) is tightly fixed, and the liquid medicine pipeline (4) connects the nozzles (5) and provides the liquid medicine for the spray rod;
  • the GPS module is tightly and symmetrically fixed on the multi-stage through the connecting flange (3).
  • the GPS module is used to provide accurate GPS data to the controller during the path planning and flight stages;
  • the vision module (8) and the millimeter-wave radar (13) are also symmetrically fixed on both sides of the multi-rotor boom, The support is fixed by the connecting flange and then extends downward;
  • the vision module (8) estimates the motion information through the image and obtains a more accurate motion speed after being fused with the data of the accelerometer, and at the same time identifies the crop information during the operation of the system;
  • the millimeter wave radar (13) is used together with the barometer to obtain the real-time height of the multi-rotor boom.
  • the support rod (10) is formed by connecting a hollow tube and two tripods, which provides support and load-bearing functions for the entire spray rod structure, and the hollow structure of the support rod (10) also serves as the passage of liquid medicine and electric wires pipeline.
  • the support rod (10) is a carbon fiber tube.
  • the medicinal solution and battery box assembly (11) includes a battery, medicinal solution and control system hardware, and the battery provides power for the motor (2), the GPS module, the vision module (8), and the millimeter-wave radar (13);
  • the control system hardware is used to implement navigation and path planning, and to perform precise estimation of position and attitude.
  • control system hardware includes a flight controller and an embedded processor, and the flight controller is respectively connected with a GPS module, a millimeter-wave radar (13), a multi-sensor redundancy module, and a plurality of ESCs for controlling the rotor;
  • the flight controller is also connected with an embedded processor, and the embedded processor is connected with the vision module (8) and the solenoid valve driver at the same time, and the solenoid valve driver is connected with the solenoid valve for controlling the spray head (5).
  • the multi-sensor redundancy The module integrates a magnetic compass, barometer and two sets of gyroscopes and accelerometers inside.
  • the main rotor adopts the upper and lower paddle layout
  • the auxiliary rotor adopts the axial horizontal setting
  • the adjusting rotor adopts the axial angle to be set within the adjustment range of 0-90 degrees.
  • a control method of a multi-rotor spray rod structure of the present invention comprises the following steps:
  • the initialization operation is performed first. First, the GPS information of the working area is collected through the GPS module, and the upcoming flight trajectory is planned by the path planning algorithm.
  • the GPS module provides accurate positioning information for the multi-rotor boom during the flight. ; After the path planning is completed and the take-off command is received, the take-off procedure is executed. After take-off and before landing, the cascade PID controller controls the attitude, speed, height, etc. of the multi-rotor boom to make it follow the planned route. flight path;
  • the image data returned by the vision module (8) is processed by the embedded processor.
  • the image processing is divided into two threads: first, the motion information is obtained by the optical flow method, and it is more accurate after being fused with the IMU data.
  • the movement speed of the multi-rotor boom is sent back to the flight controller; the second is to identify the presence or absence of crops and the dense information after image processing, so as to prepare for the subsequent precise variable spray;
  • the flight controller estimates the accurate Height value, control its own height to maintain a suitable working height
  • the embedded processor drives the solenoid valve to control all nozzles to operate through the solenoid valve driver; in the corner area, the embedded processor operates according to the calculation results. Only some solenoid valves are controlled to work to realize variable spray.
  • the cascade PID is used to control the posture and attitude of the unmanned boom.
  • the angular velocity is used as the first inner loop, and the angular velocity is measured by the gyroscope; then the angle control is used as the second inner loop, and the angle is estimated by It is estimated by gyroscope and magnetic compass sensors; the third inner loop is the speed control loop, and the speed estimation is obtained by fusing image data and IMU data; the final outer loop is height control, and here we also fuse millimeter waves
  • the data of sensors such as radar, barometer, and gyroscope are used to control the posture and movement of the rotor boom to realize the spray operation based on path planning.
  • this design can adjust its load by means of paddle alignment and adjustment of the installation angle of the auxiliary rotor, which increases the flexibility of the design.
  • This design can be used as a basic unit. When needed, multiple basic units can be connected through quick joints to achieve larger area operations.
  • the connecting parts between the main lift rotor and the boom can use damped connectors, so that when the multi-rotor boom is working, even if it is occasionally affected by gusts, the attitude changes can be weakened by the damped connectors, increasing the stability of the equipment sex.
  • Fig. 1 is the overall structure diagram of the multi-rotor boom
  • Fig. 2 is the hardware structure diagram of the control system
  • FIG. 1 Cascade PID control diagram
  • Fig. 4 is the structure diagram of PID controller
  • FIG. 6 is a schematic diagram of an optical flow method algorithm
  • 1-auxiliary rotor a 2-motor; 3-connecting flange; 4-liquid pipe; 5-spray head; 6-adjusting rotor a; 7-GPS module a; 8-vision module; 9-main force Rotor a; 10- support rod; 11- liquid medicine and battery box assembly; 12- main rotor b; 13- millimeter wave radar; 14- GPS module b; 15- adjusting rotor b; 16- auxiliary rotor b;
  • the boom As shown in the overall structure diagram of the boom as shown in Figure 1, it is mainly composed of the following parts: 1- auxiliary rotor a; 2- motor; 3- connecting flange; 4- liquid medicine Pipe; 5-Sprinkler; 6-Adjusting Rotor a; 7-GPS Module a; 8-Vision Module; 9-Main Rotor a; 10-Support Rod; 11-Medical Liquid and Battery Box Assembly; 12-Main Rotor B; - Millimeter wave radar; 14 - GPS module b; 15 - Regulating rotor b; 16 - Auxiliary rotor b; There are multiple rotors evenly distributed on the boom throughout the structure (1, 6, 9, 12, 15, 16) , their installation angles can be appropriately changed according to the application scenario, as shown in Figure 1, the axes 1 and 16 are set horizontally, the axes 6 and 15 are set at 0-90 degrees, and the axes 9 and 12 are set vertically. Differences.
  • the rotors include auxiliary rotors (auxiliary rotors a1, auxiliary rotors b16), adjustment rotors (adjustment rotors a6, adjustment rotors b15) and main force rotors (main force rotor a9, main force rotor b12),
  • the main rotor provides most of the lift required for the boom to fly, and can be multiple as needed; the angle of the auxiliary rotor and the adjustment rotor can be adjusted, which can be multiple according to their respective needs, providing lift for the overall boom and countermeasures to the boom.
  • the downward airflow generated by it can accelerate the liquid medicine to adhere to the surface of crops.
  • the medicinal liquid and battery box assembly 11 are tightly fixed by bolts and the spray rod; the structural shape of the medicinal liquid and the battery box assembly is an upper triangle and a lower rectangular shape, and the shape of the medicinal liquid and the battery box is conducive to lowering the center of gravity of the entire multi-rotor spray rod , to increase its stability.
  • the GPS module (GPS module a7, GPS module b14) and the visual module detail diagram
  • the GPS module is composed of the GPS-RTK signal receiving module, which is firmly fixed by the connecting flange 3, the support rod and the tripod, because here Using RTK technology, there are two GPS modules distributed symmetrically.
  • the vision module 8 is fixed with a bracket that is connected to the connecting flange and extends vertically downward, and its spatial position is symmetrically distributed with the millimeter wave radar 13 .
  • the liquid medicine and battery box are mainly divided into three parts inside the liquid medicine and battery box assembly 11, and their functions are mainly to accommodate the battery, control system hardware and store the liquid medicine.
  • FIG. 2 shows the hardware structure diagram of the control system, including a flight controller and an embedded processor.
  • the flight controller is connected to the GPS module, the millimeter-wave radar 13, the multi-sensor redundancy module, and multiple electrical circuits for controlling the rotor.
  • the flight controller is also connected with the embedded processor, the embedded processor is connected with the vision module 8 and the solenoid valve driver at the same time, and the solenoid valve driver is connected with the solenoid valve controlling the nozzle 5, and the multi-sensor redundancy module
  • a magnetic compass, barometer and two sets of gyroscopes and accelerometers are integrated internally, so that when one of the sensors fails, it can immediately switch to a backup sensor, increasing the stability and reliability of the system.
  • the underlying driver includes ESC and solenoid valve driver; the actuator has multiple rotor motors and solenoid valves corresponding to the number of nozzles.
  • FIG 3 shows the cascade PID control diagram. Because in the engineering field, PID control is still the most widely used one in practical applications, and the common quadrotor flight control systems currently on the market also use PID control algorithms. This patent uses cascade PID to control the pose of the unmanned boom.
  • PID control is a general term for proportional control, integral control and differential control. In the process of practical application, in the face of different controlled objects, it is necessary to select methods that meet the requirements to make different combinations of P, I, and D controls to achieve the best control purpose. We usually combine these freely combined controls.
  • the controller is collectively called a PID controller.
  • the PID controller is essentially a second-order linear low-pass filter, which can effectively reduce the influence of disturbance and error on the output result.
  • the following figure shows the structure of a traditional PID controller:
  • r(t) in the above figure is the input of the system at time t
  • y(t) is the output of the system at time t
  • e(t) as the deviation is the input of the regulator, which is t
  • the difference between the input and output of the system at time is:
  • u(t) is the output of the regulator at time t, which is obtained by linearly summing the deviation e(t) after proportional, integral and differential calculations.
  • e(t) is the expression for the traditional PID controller.
  • K p represents the proportional coefficient
  • K i represents the integral coefficient
  • K d represents the differential coefficient
  • cascade PID controller In the actual use process, in order to optimize the performance of the PID control system, it is necessary to continuously adjust the three parameter values of proportional, integral and differential.
  • the use of cascade PID controller to control the system can effectively reduce the influence of errors caused by external interference and improve the robustness of the system.
  • the principle of cascade PID control is to control each other by multiple single-loop feedback controls.
  • the angle control is taken as the second inner loop, and the angle is estimated by the gyroscope, magnetic compass and other sensors.
  • the third inner loop is the speed control loop, and the speed estimation is obtained by fusing image data and IMU data
  • the final outer loop is altitude control, here we also fuse sensors such as millimeter wave radar, barometer, gyroscope, etc. data in order to obtain a more accurate height value.
  • Figure 5 shows the system control flow chart. After the system is powered on, the initialization operation is performed first, and then the path planning is carried out according to the GPS data of the operation area collected in advance. After the path planning is completed and the take-off command is received, the take-off procedure is executed. After takeoff and before landing, the cascade PID controller controls the attitude, speed, height, etc. of the multi-rotor boom so that it can fly along the planned path. After the take-off is successful, the image data returned by the embedded processor to the vision module is divided into two threads: first, the motion information is obtained by the optical flow method, and it is fused with the IMU data to obtain a more accurate multi-rotor jet.
  • the movement speed of the rod is sent back to the flight controller; the second is to identify the presence or absence of crops and the dense information after image processing, so as to prepare for the subsequent precise variable spray. Since the mist-like liquid is easily lost in the air, the multi-rotor boom should maintain a suitable altitude and stable flight during operation.
  • the flight controller estimates the accurate altitude through the data of sensors such as millimeter wave radar and barometer. value, control its own height to maintain a suitable working height. After judging whether it is a standard working area, different operations will be performed according to the results.
  • the processor controls all the nozzles to operate through the solenoid valve driver; in the corner area, the processor only controls some of the solenoid valves to work according to the calculation results to realize variable spraying.
  • the above-mentioned vision module 8 uses the optical flow method to detect the motion of objects in the field of view.
  • the principle is as follows:
  • Optical flow is a way to describe the movement of pixels between images over time, as shown in Figure 6. Over time, the same pixel moves in an image, and we want to track its movement.
  • the calculation of the motion of some pixels is called sparse optical flow, and the calculation of the motion of all pixels is called dense optical flow.
  • LK Lucas-Kanade
  • the main function of the rotor is to provide lift and control the attitude of the boom. At the same time, the downward airflow generated by the rotor can accelerate the attachment of the liquid to the surface of the crop and reduce the loss of the liquid in the air; the connection between the rotor, the boom and the nozzle as follows:
  • FIG. 7 is a structural deformation diagram of a multi-rotor spray rod.
  • the installation angles of the auxiliary rotor, the main rotor and the adjusting rotor are adjusted to the axis Towards a vertical setting, all rotors provide upward lift for maximum lift on the multi-rotor boom.
  • the lower ends of the main rotor, the auxiliary rotor and the adjusting rotor are all connected with a motor 2 to provide power for the rotor.
  • the motor 2 is connected with a connecting flange 3, and the lower end of the connecting flange 3 is a liquid medicine pipeline 4, and the connecting flange 3 is connected to the motor 2.
  • the liquid medicine pipeline 4 is tightly fixed, and the liquid medicine pipeline 4 connects the nozzles 5 and provides the liquid medicine for the spray rod.
  • the main rotor adopts the layout of the upper and lower paddles
  • the auxiliary rotor adopts the axial horizontal setting
  • the adjustment rotor is used.
  • the axial angle is set within the adjustment range of 0-90 degrees.
  • any one of the main rotor, auxiliary rotor and adjustment rotor adopts the layout of the upper and lower paddles (as shown in Figure 8)
  • the nozzle corresponding to the lower end of the rotor is replaced with a rotor of the same model and opposite direction to provide greater lift for the boom ( At this time, the nozzle is not connected to the bottom of the paddle, and a motor is connected to the upper and lower paddles).
  • the auxiliary rotor a1 and the auxiliary rotor b16 are arranged axially horizontally, the adjustment rotor a6 and the adjustment rotor b15 are arranged at 0-90 degrees in the axial direction, and the main rotor a9 and the main rotor b12 are arranged in the vertical direction.

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  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Pest Control & Pesticides (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Insects & Arthropods (AREA)
  • Wood Science & Technology (AREA)
  • Zoology (AREA)
  • Environmental Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Remote Sensing (AREA)
  • Catching Or Destruction (AREA)

Abstract

Disclosed are a multi-rotor spray rod structure and a control method therefor. The multi-rotor spray rod structure comprises a support rod (10); multiple rotors, motors (2), connection flanges (3), pesticide liquid pipes (4), nozzles (5), GPS modules (7), a vision module (8), a pesticide liquid and battery box assembly (11), and a millimeter-wave radar (13) are provided on the support rod; multiple pairs of rotors are symmetrically distributed on the support rod; the rotors comprise auxiliary rotors, adjusting rotors, and main rotors. The GPS modules are used for providing precise GPS data for a controller during path planning and flight stages; the vision module and the millimeter-wave radar are also symmetrically fixedly at both sides of the multi-rotor spray rod, respectively, and extend downwards by means of supports after being fixed by means of the connection flanges, and are used for measuring a moving speed and the height of the spray rod. According to the multi-rotor spray rod structure, when the spray rod works in edge and corner areas of farmland, the rotors can be controlled, by controlling the multiple pairs of rotors to be in different attitudes, to enable the spray rod to perform a yawing movement, and the multiple nozzles of the spray rod are controlled according to the density of crops, thereby achieving accurate variable spraying.

Description

一种多旋翼喷杆结构及其控制方法A multi-rotor boom structure and its control method 技术领域technical field
本发明涉及一种农田边角区域工作时,可以控制旋翼使其偏航运动的多旋翼喷杆结构,属于农业机械自动化和飞控技术领域。The invention relates to a multi-rotor spray rod structure which can control the rotor to make the yaw movement when working in the corner area of the farmland, and belongs to the technical field of agricultural machinery automation and flight control.
背景技术Background technique
在对农作物进行农药喷洒的过程中,传统的地面农机面临着机器笨重、需要特殊道路等困难,这使得近几年来植保无人机越来越受到种植户的欢迎。然而,植保无人机在作业过程中也遇到了一些困难,例如续航较短、不规则作业区域的药液浪费或者重复喷洒等。In the process of spraying pesticides on crops, traditional ground agricultural machinery faces difficulties such as cumbersome machines and the need for special roads, which makes plant protection drones more and more popular among growers in recent years. However, plant protection drones also encountered some difficulties in the operation process, such as short battery life, waste of chemical liquid in irregular operation areas, or repeated spraying.
发明内容SUMMARY OF THE INVENTION
基于上述现有技术的不足,本发明公开了一种方便、灵活且可以控制旋翼使其偏航运动的多旋翼喷杆结构。Based on the above-mentioned deficiencies of the prior art, the present invention discloses a multi-rotor boom structure that is convenient and flexible, and can control the rotor to make the yaw movement.
本发明的技术方案包括:一种多旋翼喷杆结构,包括支撑杆(10),所述支撑杆(10)上设有旋翼、电机(2)、连接法兰(3)、药液管道(4)、喷头(5)、GPS模块、视觉模块(8)、药液和电池箱组件(11)、毫米波雷达(13);所述支撑杆(10)上对称分布有多对旋翼,旋翼包括辅助旋翼、调节旋翼以及主力旋翼,其中主力旋翼提供了喷杆飞行所需要的大部分升力,辅助旋翼和调节旋翼角度可调,为整体喷杆提供升力和对喷杆的姿态进行控制,同时其产生的向下气流可以加速药液附着在农作物表面;支撑杆(10)的中心固定有药液和电池箱组件(11),支撑杆(10)的两端设置有辅助旋翼,辅助旋翼和支撑杆(10)的脚架之间设置有调节旋翼,药液和电池箱组件(11)相邻的两端对称的设置有主力旋翼;当主力旋翼、辅助旋翼和调节旋翼任意一种采用上下对浆的布局时,该旋翼下端对应的喷头替换为型号相同、方向相反的旋翼,为喷杆提供更大的升力;当主力旋翼、辅助旋翼和调节旋翼不采用上下对浆的布局时,其下端均连接有电机(2),为旋翼提供动力,电机(2)连接有连接法兰(3),连接法兰(3)下端为药液管道(4),连接法兰(3)把电机(2)、药液管道(4)紧密固定,药液管道(4)将喷头(5)连接起来并为喷杆提供药液;所述GPS模块通过连接法兰(3)紧密对称固定在多旋翼喷杆上,GPS模块用于在路径规划和飞行阶段给控制器提供精确的GPS数据;所述视觉模块(8)与毫米波雷达(13)同样分别对称固定在多旋翼喷杆两侧,通过支架经连接法兰固定后向下延伸;所述视觉模块(8)通过图像估计运动信息并与加速度计的数据融合后得到更准确的运动速度,同时在系统运行过 程中识别农作物信息;所述毫米波雷达(13)则与气压计一起用于获得多旋翼喷杆的实时高度。The technical scheme of the present invention includes: a multi-rotor spray rod structure, comprising a support rod (10), and the support rod (10) is provided with a rotor, a motor (2), a connection flange (3), a liquid medicine pipeline ( 4), spray head (5), GPS module, vision module (8), liquid medicine and battery box assembly (11), millimeter wave radar (13); a plurality of pairs of rotors are symmetrically distributed on the support rod (10). Including auxiliary rotors, regulating rotors and main rotors, the main rotors provide most of the lift required for the boom to fly, and the angles of the auxiliary rotors and regulating rotors can be adjusted to provide lift for the overall boom and control the attitude of the boom, and at the same time The downward airflow generated by the downward airflow can accelerate the liquid medicine to adhere to the surface of the crops; the liquid medicine and the battery box assembly (11) are fixed in the center of the support rod (10), and the two ends of the support rod (10) are provided with auxiliary rotors, and the auxiliary rotors and Adjusting rotors are arranged between the legs of the support rod (10), and main rotors are symmetrically arranged at the two ends adjacent to the liquid medicine and the battery box assembly (11); In the layout of the paddle, the nozzle corresponding to the lower end of the rotor is replaced with a rotor of the same model and opposite direction to provide greater lift for the boom; The lower end is connected with a motor (2), which provides power for the rotor. The motor (2) is connected with a connecting flange (3), and the lower end of the connecting flange (3) is a liquid medicine pipeline (4), and the connecting flange (3) connects the motor. (2), the liquid medicine pipeline (4) is tightly fixed, and the liquid medicine pipeline (4) connects the nozzles (5) and provides the liquid medicine for the spray rod; the GPS module is tightly and symmetrically fixed on the multi-stage through the connecting flange (3). On the rotor boom, the GPS module is used to provide accurate GPS data to the controller during the path planning and flight stages; the vision module (8) and the millimeter-wave radar (13) are also symmetrically fixed on both sides of the multi-rotor boom, The support is fixed by the connecting flange and then extends downward; the vision module (8) estimates the motion information through the image and obtains a more accurate motion speed after being fused with the data of the accelerometer, and at the same time identifies the crop information during the operation of the system; The millimeter wave radar (13) is used together with the barometer to obtain the real-time height of the multi-rotor boom.
进一步,所述支撑杆(10)由一个空心管与两个脚架连接而成,给整个喷杆结构提供了支撑和承重作用,支撑杆(10)的空心结构还作为药液和电线的通行管道。Further, the support rod (10) is formed by connecting a hollow tube and two tripods, which provides support and load-bearing functions for the entire spray rod structure, and the hollow structure of the support rod (10) also serves as the passage of liquid medicine and electric wires pipeline.
进一步,所述支撑杆(10)为碳纤管。Further, the support rod (10) is a carbon fiber tube.
进一步,所述药液和电池箱组件(11)包括电池、药液与控制系统硬件,所述电池为电机(2)、GPS模块、视觉模块(8)、毫米波雷达(13)提供电力;所述控制系统硬件用于实现导航和路径规划,进行位置和姿态的精确估计。Further, the medicinal solution and battery box assembly (11) includes a battery, medicinal solution and control system hardware, and the battery provides power for the motor (2), the GPS module, the vision module (8), and the millimeter-wave radar (13); The control system hardware is used to implement navigation and path planning, and to perform precise estimation of position and attitude.
进一步,所述控制系统硬件包括飞行控制器和嵌入式处理器,飞行控制器分别与GPS模块、毫米波雷达(13)、多传感器冗余模块、以及用于控制旋翼的多个电调相连;所述飞行控制器还与嵌入式处理器相连,嵌入式处理器同时与视觉模块(8)、电磁阀驱动器相连,电磁阀驱动器与控制喷头(5)的电磁阀相连,所述多传感器冗余模块在内部集成了磁罗盘、气压计和两套陀螺仪、加速度计。Further, the control system hardware includes a flight controller and an embedded processor, and the flight controller is respectively connected with a GPS module, a millimeter-wave radar (13), a multi-sensor redundancy module, and a plurality of ESCs for controlling the rotor; The flight controller is also connected with an embedded processor, and the embedded processor is connected with the vision module (8) and the solenoid valve driver at the same time, and the solenoid valve driver is connected with the solenoid valve for controlling the spray head (5). The multi-sensor redundancy The module integrates a magnetic compass, barometer and two sets of gyroscopes and accelerometers inside.
进一步,当需要实现喷杆的升降以及偏航运动时,通过将辅助旋翼、主力旋翼、调节旋翼的安装角度调整为轴向垂直设置,所有旋翼提供向上的升力,可以使多旋翼喷杆具备最大的升力;Further, when it is necessary to realize the lifting and yaw movement of the boom, by adjusting the installation angles of the auxiliary rotor, the main rotor and the adjusting rotor to the axial vertical setting, all the rotors provide upward lift, which can make the multi-rotor boom have the maximum lift;
当需要实现喷杆提升升力、增加载重量考虑时,主力旋翼采用上下对浆的布局,辅助旋翼采用轴向水平设置,调节旋翼采用轴向角度在0-90度的调节范围内设置。When it is necessary to increase the lift of the boom and increase the load capacity, the main rotor adopts the upper and lower paddle layout, the auxiliary rotor adopts the axial horizontal setting, and the adjusting rotor adopts the axial angle to be set within the adjustment range of 0-90 degrees.
本发明的一种多旋翼喷杆结构的控制方法,技术方案包括以下步骤:A control method of a multi-rotor spray rod structure of the present invention, the technical scheme comprises the following steps:
在系统上电后,首先进行初始化操作,首先通过GPS模块采集要工作区域的GPS信息,由路径规划算法规划出即将飞行的轨迹,GPS模块在飞行过程中为多旋翼喷杆提供精准的定位信息;在路径规划结束并且收到起飞指令后执行起飞程序,在起飞后至降落前,由串级PID控制器对多旋翼喷杆的姿态、速度、高度等进行控制,以使其沿着规划的路径进行飞行;After the system is powered on, the initialization operation is performed first. First, the GPS information of the working area is collected through the GPS module, and the upcoming flight trajectory is planned by the path planning algorithm. The GPS module provides accurate positioning information for the multi-rotor boom during the flight. ; After the path planning is completed and the take-off command is received, the take-off procedure is executed. After take-off and before landing, the cascade PID controller controls the attitude, speed, height, etc. of the multi-rotor boom to make it follow the planned route. flight path;
起飞成功后,由嵌入式处理器对视觉模块(8)回传的图像数据处理,图像处理共分为两个线程:首先通过光流法得到运动信息,将其与IMU数据融合后得到比较精准的多旋翼喷杆的运动速度并回传给飞行控制器;其次是对图像处理后识别出农作物的有无以及稠密信息,为后面的精准变量喷雾做好准备;After the take-off is successful, the image data returned by the vision module (8) is processed by the embedded processor. The image processing is divided into two threads: first, the motion information is obtained by the optical flow method, and it is more accurate after being fused with the IMU data. The movement speed of the multi-rotor boom is sent back to the flight controller; the second is to identify the presence or absence of crops and the dense information after image processing, so as to prepare for the subsequent precise variable spray;
由于雾状的药液在空气中容易流失,所以多旋翼喷杆在作业期间应保持一个合适的高度稳定飞行,飞行控制器通过毫米波雷达(13)及气压计等传感器的数据估计出准确的高 度值,控制自身高度保持在一个合适的作业高度;Since the mist-like liquid is easily lost in the air, the multi-rotor boom should maintain a suitable altitude and stable flight during operation. The flight controller estimates the accurate Height value, control its own height to maintain a suitable working height;
在判断是否标准工作区域后,将根据结果进行不同的操作,在正常喷雾环节,嵌入式处理器通过电磁阀驱动器驱动电磁阀控制所有喷头进行作业;在边角区域,嵌入式处理器根据计算结果只控制部分电磁阀工作、实现变量喷雾。After judging whether it is a standard working area, different operations will be performed according to the results. In the normal spraying process, the embedded processor drives the solenoid valve to control all nozzles to operate through the solenoid valve driver; in the corner area, the embedded processor operates according to the calculation results. Only some solenoid valves are controlled to work to realize variable spray.
进一步,由串级PID控制器对多旋翼喷杆的姿态、速度、高度等进行控制的具体过程为:Further, the specific process of controlling the attitude, speed, height, etc. of the multi-rotor boom by the cascade PID controller is as follows:
使用了串级PID来对无人喷杆的位姿来进行控制,以角速度作为第一个内环,角速度通过陀螺仪测得;然后把角度控制作为第二个内环,角度的估计是通过陀螺仪、磁罗盘传感器估计而得;第三个内环是速度控制环,速度估计是通过图像数据与IMU数据进行融合得出的;最后的外环是高度控制,这里我们同样融合了毫米波雷达、气压计、陀螺仪等传感器的数据,旋翼喷杆的位姿和运动进行控制,实现基于路径规划的喷雾作业。The cascade PID is used to control the posture and attitude of the unmanned boom. The angular velocity is used as the first inner loop, and the angular velocity is measured by the gyroscope; then the angle control is used as the second inner loop, and the angle is estimated by It is estimated by gyroscope and magnetic compass sensors; the third inner loop is the speed control loop, and the speed estimation is obtained by fusing image data and IMU data; the final outer loop is height control, and here we also fuse millimeter waves The data of sensors such as radar, barometer, and gyroscope are used to control the posture and movement of the rotor boom to realize the spray operation based on path planning.
本发明具有以下技术效果:The present invention has the following technical effects:
本设计在兼顾无人机灵活、快速、成本低等特点下,还具备常规植保无人机不具备的特点:While taking into account the flexibility, speed and low cost of UAVs, this design also has the characteristics that conventional plant protection UAVs do not have:
1、多对喷头呈线状排布,单位时间内可以喷洒更大的面积,有效提升作业效率。1. Multiple pairs of nozzles are arranged in a line, which can spray a larger area per unit time, effectively improving the operation efficiency.
2、可通过控制多对旋翼使其处于不同的姿态,当它在农田边角区域工作时,可以控制旋翼使其偏航运动,同时变量控制其多个喷头,实现精准喷雾、减少药液的流失和浪费。2. It can control multiple pairs of rotors to make them in different attitudes. When it works in the corner area of the farmland, it can control the rotors to make the yaw movement, and at the same time control its multiple nozzles with variables to achieve precise spraying and reduce the amount of liquid medicine. churn and waste.
3、采用碳纤材质,结构简洁、自重小。在相同重量下,可以把更多升力用来配给更多的药液或者更大容量的电池。3. Using carbon fiber material, the structure is simple and the weight is small. Under the same weight, more lift can be used to dispense more liquid or larger capacity batteries.
4、本设计可以在基本型的基础上采用对浆、调整辅助旋翼的安装角度等方法来调整其载重量,增加了本设计的灵活性。4. On the basis of the basic type, this design can adjust its load by means of paddle alignment and adjustment of the installation angle of the auxiliary rotor, which increases the flexibility of the design.
5、本设计可作为一个基本单元,在需要时,可将多个基本单元通过快速接头连接,实现更大面积的作业。5. This design can be used as a basic unit. When needed, multiple basic units can be connected through quick joints to achieve larger area operations.
6、主升旋翼与喷杆的连接部件可采用带阻尼的连接器,使得当多旋翼喷杆在工作时,即便偶尔受到阵风影响,姿态变化也可由带阻尼的连接器减弱,增加设备的稳定性。6. The connecting parts between the main lift rotor and the boom can use damped connectors, so that when the multi-rotor boom is working, even if it is occasionally affected by gusts, the attitude changes can be weakened by the damped connectors, increasing the stability of the equipment sex.
附图说明Description of drawings
图1为多旋翼喷杆整体结构图;Fig. 1 is the overall structure diagram of the multi-rotor boom;
图2为控制系统硬件结构图;Fig. 2 is the hardware structure diagram of the control system;
图3串级PID控制图;Figure 3 Cascade PID control diagram;
图4为PID控制器结构图;Fig. 4 is the structure diagram of PID controller;
图5系统控制逻辑图;Fig. 5 system control logic diagram;
图6为光流法算法示意图;6 is a schematic diagram of an optical flow method algorithm;
图7多旋翼喷杆变形1;Figure 7 Multi-rotor boom deformation 1;
图8多旋翼喷杆变形2;Figure 8 Multi-rotor boom deformation 2;
在图中,1-辅助旋翼a;2-电机;3-连接法兰;4-药液管道;5-喷头;6-调节旋翼a;7-GPS模块a;8-视觉模块;9-主力旋翼a;10-支撑杆;11-药液和电池箱组件;12-主力旋翼b;13-毫米波雷达;14-GPS模块b;15-调节旋翼b;16-辅助旋翼b;In the figure, 1-auxiliary rotor a; 2-motor; 3-connecting flange; 4-liquid pipe; 5-spray head; 6-adjusting rotor a; 7-GPS module a; 8-vision module; 9-main force Rotor a; 10- support rod; 11- liquid medicine and battery box assembly; 12- main rotor b; 13- millimeter wave radar; 14- GPS module b; 15- adjusting rotor b; 16- auxiliary rotor b;
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 technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention.
作为本发明的一个具体实施例,如图1所示的喷杆整体结构图,它主要由以下几个部分组成:1-辅助旋翼a;2-电机;3-连接法兰;4-药液管道;5-喷头;6-调节旋翼a;7-GPS模块a;8-视觉模块;9-主力旋翼a;10-支撑杆;11-药液和电池箱组件;12-主力旋翼b;13-毫米波雷达;14-GPS模块b;15-调节旋翼b;16-辅助旋翼b;在整个结构中,喷杆上均匀分布有多个旋翼(1、6、9、12、15、16),它们的安装角度可以根据应用场景进行适当的变化,如图1中1和16轴向水平设置、6和15轴向成0-90度设置、9和12轴向垂直方向设置,安装角度互有差异。As a specific embodiment of the present invention, as shown in the overall structure diagram of the boom as shown in Figure 1, it is mainly composed of the following parts: 1- auxiliary rotor a; 2- motor; 3- connecting flange; 4- liquid medicine Pipe; 5-Sprinkler; 6-Adjusting Rotor a; 7-GPS Module a; 8-Vision Module; 9-Main Rotor a; 10-Support Rod; 11-Medical Liquid and Battery Box Assembly; 12-Main Rotor B; - Millimeter wave radar; 14 - GPS module b; 15 - Regulating rotor b; 16 - Auxiliary rotor b; There are multiple rotors evenly distributed on the boom throughout the structure (1, 6, 9, 12, 15, 16) , their installation angles can be appropriately changed according to the application scenario, as shown in Figure 1, the axes 1 and 16 are set horizontally, the axes 6 and 15 are set at 0-90 degrees, and the axes 9 and 12 are set vertically. Differences.
上述支撑杆10上对称分布有多对旋翼,旋翼包括辅助旋翼(辅助旋翼a1、辅助旋翼b16)、调节旋翼(调节旋翼a6、调节旋翼b15)以及主力旋翼(主力旋翼a9、主力旋翼b12),其中主力旋翼提供了喷杆飞行所需要的大部分升力,可以根据需要为多个;辅助旋翼和调节旋翼角度可调,可以根据各自需要分别为多个,为整体喷杆提供升力和对喷杆的姿态进行控制,同时其产生的向下气流可以加速药液附着在农作物表面。There are many pairs of rotors symmetrically distributed on the above-mentioned support rod 10, and the rotors include auxiliary rotors (auxiliary rotors a1, auxiliary rotors b16), adjustment rotors (adjustment rotors a6, adjustment rotors b15) and main force rotors (main force rotor a9, main force rotor b12), Among them, the main rotor provides most of the lift required for the boom to fly, and can be multiple as needed; the angle of the auxiliary rotor and the adjustment rotor can be adjusted, which can be multiple according to their respective needs, providing lift for the overall boom and countermeasures to the boom. At the same time, the downward airflow generated by it can accelerate the liquid medicine to adhere to the surface of crops.
所述药液和电池箱组件11,通过螺栓和喷杆紧密固定;药液和电池箱组件结构形状为上三角下矩形形状,药液、电池箱的形状有利于降低整个多旋翼喷杆的重心,增加其稳定性。The medicinal liquid and battery box assembly 11 are tightly fixed by bolts and the spray rod; the structural shape of the medicinal liquid and the battery box assembly is an upper triangle and a lower rectangular shape, and the shape of the medicinal liquid and the battery box is conducive to lowering the center of gravity of the entire multi-rotor spray rod , to increase its stability.
如图1所示的GPS模块(GPS模块a7、GPS模块b14)、视觉模块细节图,GPS模块由GPS-RTK信号接收模块组成,通过连接法兰3和支撑杆和脚架牢固固定,因为这里采用RTK技术,共有两个GPS模块对称分布。视觉模块8与一个和连接法兰相连并垂直向下延伸的支架固定,其空间位置与毫米波雷达13对称分布。As shown in Figure 1, the GPS module (GPS module a7, GPS module b14) and the visual module detail diagram, the GPS module is composed of the GPS-RTK signal receiving module, which is firmly fixed by the connecting flange 3, the support rod and the tripod, because here Using RTK technology, there are two GPS modules distributed symmetrically. The vision module 8 is fixed with a bracket that is connected to the connecting flange and extends vertically downward, and its spatial position is symmetrically distributed with the millimeter wave radar 13 .
药液、电池箱在药液和电池箱组件11内部主要分为三部分,它们的功能主要是容纳电池、控制系统硬件以及存储药液。The liquid medicine and battery box are mainly divided into three parts inside the liquid medicine and battery box assembly 11, and their functions are mainly to accommodate the battery, control system hardware and store the liquid medicine.
如图2所示为控制系统硬件结构图,包括飞行控制器和嵌入式处理器,飞行控制器分别与GPS模块、毫米波雷达13、多传感器冗余模块、以及用于控制旋翼的多个电调相连;所述飞行控制器还与嵌入式处理器相连,嵌入式处理器同时与视觉模块8、电磁阀驱动器相连,电磁阀驱动器与控制喷头5的电磁阀相连,所述多传感器冗余模块在内部集成了磁罗盘、气压计和两套陀螺仪、加速度计,以便在其中一套传感器发生故障时立即切换到备用传感器,增加系统的稳定性和可靠性。底层驱动器有电调、电磁阀驱动器;执行机构有多个旋翼电机及与喷头数量相对的电磁阀。Figure 2 shows the hardware structure diagram of the control system, including a flight controller and an embedded processor. The flight controller is connected to the GPS module, the millimeter-wave radar 13, the multi-sensor redundancy module, and multiple electrical circuits for controlling the rotor. The flight controller is also connected with the embedded processor, the embedded processor is connected with the vision module 8 and the solenoid valve driver at the same time, and the solenoid valve driver is connected with the solenoid valve controlling the nozzle 5, and the multi-sensor redundancy module A magnetic compass, barometer and two sets of gyroscopes and accelerometers are integrated internally, so that when one of the sensors fails, it can immediately switch to a backup sensor, increasing the stability and reliability of the system. The underlying driver includes ESC and solenoid valve driver; the actuator has multiple rotor motors and solenoid valves corresponding to the number of nozzles.
如图3所示为串级PID控制图,由于在工程领域中,PID控制依旧是实际应用中被使用最广泛一种,并且目前市面上常见的四旋翼飞行控制系统也多使用PID控制算法,本专利使用了串级PID来对无人喷杆的位姿来进行控制。Figure 3 shows the cascade PID control diagram. Because in the engineering field, PID control is still the most widely used one in practical applications, and the common quadrotor flight control systems currently on the market also use PID control algorithms. This patent uses cascade PID to control the pose of the unmanned boom.
PID控制是比例控制、积分控制与微分控制的统称。在实践应用过程中,面对不同的被控对象需要选择符合要求的方法对P、I、D三种控制进行不同的组合,以达到最佳的控制目的,我们通常将这些自由组合出来的控制器统一叫PID控制器。PID控制器从本质上来说就是一个二阶线性低通滤波器,它可以有效的减少干扰和误差对输出结果的影响。下图为传统的PID控制器的结构:PID control is a general term for proportional control, integral control and differential control. In the process of practical application, in the face of different controlled objects, it is necessary to select methods that meet the requirements to make different combinations of P, I, and D controls to achieve the best control purpose. We usually combine these freely combined controls. The controller is collectively called a PID controller. The PID controller is essentially a second-order linear low-pass filter, which can effectively reduce the influence of disturbance and error on the output result. The following figure shows the structure of a traditional PID controller:
如图4所示,上图中的r(t)为t时刻系统的输入量,y(t)为t时刻的系统输出量;e(t)作为偏差是调节器的输入量,它是t时刻系统输入量与输出量之差,有:As shown in Figure 4, r(t) in the above figure is the input of the system at time t, y(t) is the output of the system at time t; e(t) as the deviation is the input of the regulator, which is t The difference between the input and output of the system at time is:
e(t)=y(t)-r(t)      (1)e(t)=y(t)-r(t) (1)
u(t)是t时刻调节器的输出量,是把对偏差e(t)作比例、积分、微分计算之后进行线性求和得到。这里给出传统PID控制器的表达式为:u(t) is the output of the regulator at time t, which is obtained by linearly summing the deviation e(t) after proportional, integral and differential calculations. Here the expression for the traditional PID controller is given as:
Figure PCTCN2021077616-appb-000001
Figure PCTCN2021077616-appb-000001
式中的T i和T d分别代表t时刻的积分时间常数与微分时间常数,令K p/T i=K i,K p*Td=K d。则PID控制器的表达式可被写为: In the formula, T i and T d respectively represent the integral time constant and the differential time constant at time t, and let K p /T i =K i , K p *Td=K d . Then the expression of the PID controller can be written as:
Figure PCTCN2021077616-appb-000002
Figure PCTCN2021077616-appb-000002
式中K p代表比例系数,K i代表积分系数,K d代表微分系数。其离散化公式可表示为: In the formula, K p represents the proportional coefficient, K i represents the integral coefficient, and K d represents the differential coefficient. Its discretization formula can be expressed as:
Figure PCTCN2021077616-appb-000003
Figure PCTCN2021077616-appb-000003
现实使用过程中,要想使PID控制系统的性能达到最优,需要对比例、积分、微分三个参数值进行不断地调整。而采用串级PID控制器对系统进行控制可以有效减少由于外部干扰带来的误差影响,提高系统的鲁棒性。串级PID控制的原理就是由多个单回路反馈控制相套。In the actual use process, in order to optimize the performance of the PID control system, it is necessary to continuously adjust the three parameter values of proportional, integral and differential. The use of cascade PID controller to control the system can effectively reduce the influence of errors caused by external interference and improve the robustness of the system. The principle of cascade PID control is to control each other by multiple single-loop feedback controls.
如图3所示,我们分别以角速度作为第一个内环,角速度通过陀螺仪测得;然后把角度控制作为第二个内环,角度的估计是通过陀螺仪、磁罗盘等传感器估计而得;第三个内环是速度控制环,速度估计是通过图像数据与IMU数据进行融合得出的;最后的外环是高度控制,这里我们同样融合了毫米波雷达、气压计、陀螺仪等传感器的数据,以期获得比较准确的高度值。通过这样的一个串级PID控制器,我们就可以很好的对多旋翼喷杆的位姿和运动进行很好的控制,实现基于路径规划的喷雾作业。As shown in Figure 3, we take the angular velocity as the first inner loop, and the angular velocity is measured by the gyroscope; then the angle control is taken as the second inner loop, and the angle is estimated by the gyroscope, magnetic compass and other sensors. ; The third inner loop is the speed control loop, and the speed estimation is obtained by fusing image data and IMU data; the final outer loop is altitude control, here we also fuse sensors such as millimeter wave radar, barometer, gyroscope, etc. data in order to obtain a more accurate height value. Through such a cascade PID controller, we can well control the pose and motion of the multi-rotor boom, and realize the spray operation based on path planning.
如图5所示为系统控制流程图,在系统上电后,首先进行初始化操作,然后依据提前采集的作业区域GPS数据进行路径规划,在路径规划结束并且收到起飞指令后执行起飞程序,在起飞后至降落前,由串级PID控制器对多旋翼喷杆的姿态、速度、高度等进行控制,以使其沿着规划的路径进行飞行。起飞成功后,由嵌入式处理器对视觉模块回传的图像数据,图像处理共分为两个线程:首先通过光流法得到运动信息,将其与IMU数据融合后得到比较精准的多旋翼喷杆的运动速度并回传给飞行控制器;其次是对图像处理后识别出农作物的有无以及稠密信息,为后面的精准变量喷雾做好准备。由于雾状的药液在空气中容易流失,所以多旋翼喷杆在作业期间应保持一个合适的高度稳定飞行,在这里飞行控制器通过毫米波雷达及气压计等传感器的数据估计出准确的高度值,控制自身高度保持在一个合适的作业高度。在判断是否标准工作区域后,将根据结果进行不同的操作。在正常喷雾环节,处理器通过电磁阀驱动器控制所有喷头进行作业;在边角区域,处理器根据计算结果只控制部分电磁阀工作、实现变量喷雾。Figure 5 shows the system control flow chart. After the system is powered on, the initialization operation is performed first, and then the path planning is carried out according to the GPS data of the operation area collected in advance. After the path planning is completed and the take-off command is received, the take-off procedure is executed. After takeoff and before landing, the cascade PID controller controls the attitude, speed, height, etc. of the multi-rotor boom so that it can fly along the planned path. After the take-off is successful, the image data returned by the embedded processor to the vision module is divided into two threads: first, the motion information is obtained by the optical flow method, and it is fused with the IMU data to obtain a more accurate multi-rotor jet. The movement speed of the rod is sent back to the flight controller; the second is to identify the presence or absence of crops and the dense information after image processing, so as to prepare for the subsequent precise variable spray. Since the mist-like liquid is easily lost in the air, the multi-rotor boom should maintain a suitable altitude and stable flight during operation. Here, the flight controller estimates the accurate altitude through the data of sensors such as millimeter wave radar and barometer. value, control its own height to maintain a suitable working height. After judging whether it is a standard working area, different operations will be performed according to the results. In the normal spraying process, the processor controls all the nozzles to operate through the solenoid valve driver; in the corner area, the processor only controls some of the solenoid valves to work according to the calculation results to realize variable spraying.
上述视觉模块8采用光流法进行视域中的物体运动检测,对于光流法,其原理如下:The above-mentioned vision module 8 uses the optical flow method to detect the motion of objects in the field of view. For the optical flow method, the principle is as follows:
光流是一种描述像素随时间在图像之间运动的方法,如图6所示,随着时间流逝,同一个像素在图像中运动,而我们希望追踪它的运动过程。其中计算部分像素的运动称为稀疏光流,计算所有像素的运动称为稠密光流。我们采用稀疏光流中的代表:LK(Lucas-Kanade)光流。LK光流法示意图在LK光流中,我们认为来自相机的图像是随时间变化的。图像可 以看作时间的函数:I(t);那么,在一个t时刻位于
Figure PCTCN2021077616-appb-000004
处的像素,它的灰度可以写成:
Optical flow is a way to describe the movement of pixels between images over time, as shown in Figure 6. Over time, the same pixel moves in an image, and we want to track its movement. The calculation of the motion of some pixels is called sparse optical flow, and the calculation of the motion of all pixels is called dense optical flow. We adopt the representative of sparse optical flow: LK (Lucas-Kanade) optical flow. Schematic diagram of the LK optical flow method In LK optical flow, we consider the image from the camera to be time-varying. The image can be seen as a function of time: I(t); then, at a time t at
Figure PCTCN2021077616-appb-000004
The pixel at , its grayscale can be written as:
I(x,y,t).      (5)I(x,y,t).  (5)
我们把图像看成了位置和时间的函数,它的值域就是图像中像素的灰度。现在考虑某个固定的空间点,它在t时刻的像素坐标为x,y。由于相机的运动,它的图像坐标将发生变化。灰度不变假设:同一个空间点的像素灰度值,在各个图像中是固定不变的。对于t时刻位于(x,y)处的像素,我们设t+dt它运动到(x+dx,y+dy)处,由于灰度不变,我们有:We regard the image as a function of position and time, and its range is the grayscale of the pixels in the image. Now consider a fixed point in space whose pixel coordinates at time t are x, y. Due to the movement of the camera, its image coordinates will change. Grayscale invariance assumption: The pixel grayscale value of the same spatial point is fixed in each image. For the pixel located at (x, y) at time t, we set it to move to (x+dx, y+dy) at t+dt. Since the gray level remains unchanged, we have:
I(x+dx,y+dy,t+dt)=I(x,y,t)     (6)I(x+dx,y+dy,t+dt)=I(x,y,t) (6)
对上式左边进行泰勒展开,保留一阶项,得:Perform Taylor expansion on the left side of the above equation and keep the first-order term, we get:
Figure PCTCN2021077616-appb-000005
Figure PCTCN2021077616-appb-000005
从而有:Thus there are:
Figure PCTCN2021077616-appb-000006
Figure PCTCN2021077616-appb-000006
两边除以dt,得:Divide both sides by dt to get:
Figure PCTCN2021077616-appb-000007
Figure PCTCN2021077616-appb-000007
其中
Figure PCTCN2021077616-appb-000008
为像素在x轴上的运动速度,而
Figure PCTCN2021077616-appb-000009
为y轴上的速度,把它们记为u,v。同时
Figure PCTCN2021077616-appb-000010
为图像在该点处x方向的梯度,另一项为y方向的梯度,记为I x,I y。把图像灰度对时间的变化量记为I t,写成矩阵,有:
in
Figure PCTCN2021077616-appb-000008
is the motion speed of the pixel on the x-axis, and
Figure PCTCN2021077616-appb-000009
are the velocities on the y-axis, and denote them as u, v. Simultaneously
Figure PCTCN2021077616-appb-000010
is the gradient of the image in the x direction at this point, and the other is the gradient in the y direction, denoted as I x , I y . Denote the variation of image gray level with time as I t , and write it as a matrix, there are:
Figure PCTCN2021077616-appb-000011
Figure PCTCN2021077616-appb-000011
我们想要得到u,v,但是由于该式是带有两个变量的一次方程,仅凭它无法计算出u,v。因此,我们假设某一个窗口内的像素具有相同的运动。We want to get u,v, but since the formula is a linear equation with two variables, it cannot calculate u,v by itself. Therefore, we assume that the pixels within a certain window have the same motion.
考虑一个
Figure PCTCN2021077616-appb-000012
的窗口,它含有ω 2的像素。由于窗口内像素具有相同的运动,因此我们共有ω 2个方程:
consider a
Figure PCTCN2021077616-appb-000012
, which contains ω 2 pixels. Since the pixels within the window have the same motion, we have a total of 2 equations for ω:
Figure PCTCN2021077616-appb-000013
Figure PCTCN2021077616-appb-000013
记:remember:
Figure PCTCN2021077616-appb-000014
Figure PCTCN2021077616-appb-000014
于是整个方程:So the whole equation:
Figure PCTCN2021077616-appb-000015
Figure PCTCN2021077616-appb-000015
这个关于u,v的超定线性方程,可以用最小二乘法来求解:This overdetermined linear equation for u,v can be solved by the least squares method:
Figure PCTCN2021077616-appb-000016
Figure PCTCN2021077616-appb-000016
这样即可求得像素在图像间的运动速度u,v。In this way, the motion speed u, v of the pixel between the images can be obtained.
旋翼的主要功能是提供升力和对喷杆的姿态进行控制,同时其产生的向下气流可以加速药液附着在农作物表面,减少药液在空气中的流失;旋翼与喷杆、喷头的连接关系如下:The main function of the rotor is to provide lift and control the attitude of the boom. At the same time, the downward airflow generated by the rotor can accelerate the attachment of the liquid to the surface of the crop and reduce the loss of the liquid in the air; the connection between the rotor, the boom and the nozzle as follows:
作为本发明的一个具体实施例,如图7为多旋翼喷杆结构变形图,当需要实现喷杆的升降以及偏航运动时,通过将辅助旋翼、主力旋翼、调节旋翼的安装角度调整为轴向垂直设置,所有旋翼提供向上的升力,可以使多旋翼喷杆具备最大的升力。此时,主力旋翼、辅助旋翼和调节旋翼的下端均连接有电机2,为旋翼提供动力,电机2连接有连接法兰3,连接法兰3下端为药液管道4,连接法兰3把电机2、药液管道4紧密固定,药液管道4将喷头5连接起来并为喷杆提供药液。As a specific embodiment of the present invention, FIG. 7 is a structural deformation diagram of a multi-rotor spray rod. When the lifting and yaw motion of the spray rod needs to be realized, the installation angles of the auxiliary rotor, the main rotor and the adjusting rotor are adjusted to the axis Towards a vertical setting, all rotors provide upward lift for maximum lift on the multi-rotor boom. At this time, the lower ends of the main rotor, the auxiliary rotor and the adjusting rotor are all connected with a motor 2 to provide power for the rotor. The motor 2 is connected with a connecting flange 3, and the lower end of the connecting flange 3 is a liquid medicine pipeline 4, and the connecting flange 3 is connected to the motor 2. The liquid medicine pipeline 4 is tightly fixed, and the liquid medicine pipeline 4 connects the nozzles 5 and provides the liquid medicine for the spray rod.
作为本发明的另一个具体实施例,当需要实现喷杆提升升力(如图8所示),增加载重量考虑时,主力旋翼采用上下对浆的布局,辅助旋翼采用轴向水平设置,调节旋翼采用轴向角度在0-90度的调节范围内设置。当主力旋翼、辅助旋翼和调节旋翼任意一种采用上下对浆的布局时(如图8),该旋翼下端对应的喷头替换为型号相同、方向相反的旋翼,为喷杆提供更大的升力(此时,对浆下面不连接喷头,上下对桨各连接一个电机)。As another specific embodiment of the present invention, when it is necessary to achieve the lifting force of the boom (as shown in Figure 8) and increase the load capacity, the main rotor adopts the layout of the upper and lower paddles, the auxiliary rotor adopts the axial horizontal setting, and the adjustment rotor is used. The axial angle is set within the adjustment range of 0-90 degrees. When any one of the main rotor, auxiliary rotor and adjustment rotor adopts the layout of the upper and lower paddles (as shown in Figure 8), the nozzle corresponding to the lower end of the rotor is replaced with a rotor of the same model and opposite direction to provide greater lift for the boom ( At this time, the nozzle is not connected to the bottom of the paddle, and a motor is connected to the upper and lower paddles).
此时,辅助旋翼a1和辅助旋翼b16轴向水平设置、调节旋翼a 6和调节旋翼b 15轴向成0-90度设置、主力旋翼a 9和主力旋翼b 12轴向垂直方向设置。At this time, the auxiliary rotor a1 and the auxiliary rotor b16 are arranged axially horizontally, the adjustment rotor a6 and the adjustment rotor b15 are arranged at 0-90 degrees in the axial direction, and the main rotor a9 and the main rotor b12 are arranged in the vertical direction.
在本说明书的描述中,参考术语“一个实施例”、“一些实施例”、“示意性实施例”、“示 例”、“具体示例”、或“一些示例”等的描述意指结合该实施例或示例描述的具体特征、结构、材料或者特点包含于本发明的至少一个实施例或示例中。在本说明书中,对上述术语的示意性表述不一定指的是相同的实施例或示例。而且,描述的具体特征、结构、材料或者特点可以在任何的一个或多个实施例或示例中以合适的方式结合。In the description of this specification, reference to the terms "one embodiment," "some embodiments," "exemplary embodiment," "example," "specific example," or "some examples", etc., is meant to incorporate the embodiments A particular feature, structure, material, or characteristic described by an example or example is included in at least one embodiment or example of the present invention. In this specification, schematic representations of the above terms do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
尽管已经示出和描述了本发明的实施例,本领域的普通技术人员可以理解:在不脱离本发明的原理和宗旨的情况下可以对这些实施例进行多种变化、修改、替换和变型,本发明的范围由权利要求及其等同物限定。Although embodiments of the present invention have been shown and described, it will be understood by those of ordinary skill in the art that various changes, modifications, substitutions and alterations can be made in these embodiments without departing from the principles and spirit of the invention, The scope of the invention is defined by the claims and their equivalents.

Claims (8)

  1. 一种多旋翼喷杆结构,其特征在于,包括支撑杆(10),所述支撑杆(10)上设有旋翼、电机(2)、连接法兰(3)、药液管道(4)、喷头(5)、GPS模块、视觉模块(8)、药液和电池箱组件(11)、毫米波雷达(13);A multi-rotor spray-rod structure, characterized in that it comprises a support rod (10), and the support rod (10) is provided with a rotor, a motor (2), a connection flange (3), a liquid medicine pipeline (4), nozzle (5), GPS module, vision module (8), liquid medicine and battery box assembly (11), millimeter wave radar (13);
    所述支撑杆(10)上对称分布有多对旋翼,旋翼包括辅助旋翼、调节旋翼以及主力旋翼,其中主力旋翼提供了喷杆飞行所需要的大部分升力,辅助旋翼和调节旋翼角度可调,为整体喷杆提供升力和对喷杆的姿态进行控制,同时其产生的向下气流可以加速药液附着在农作物表面;支撑杆(10)的中心固定有药液和电池箱组件(11),支撑杆(10)的两端设置有辅助旋翼,辅助旋翼和支撑杆(10)的脚架之间设置有调节旋翼,药液和电池箱组件(11)相邻的两端对称的设置有主力旋翼;There are a plurality of pairs of rotors symmetrically distributed on the support rod (10), and the rotors include auxiliary rotors, adjustment rotors and main rotors, wherein the main rotors provide most of the lift required for the boom to fly, and the auxiliary rotors and the adjustment rotors are adjustable in angle, Provide lift for the whole boom and control the posture of the boom, and at the same time, the downward airflow generated by it can accelerate the attachment of the medicinal liquid to the surface of the crops; the center of the support rod (10) is fixed with the medicinal liquid and the battery box assembly (11), Both ends of the support rod (10) are provided with auxiliary rotors, an adjustment rotor is provided between the auxiliary rotor and the tripod of the support rod (10), and the adjacent ends of the medicinal solution and the battery box assembly (11) are symmetrically provided with main force rotor;
    当主力旋翼、辅助旋翼和调节旋翼任意一种采用上下对浆的布局时,该旋翼下端对应的喷头替换为型号相同、方向相反的旋翼,为喷杆提供更大的升力;When any one of the main rotor, auxiliary rotor and adjustment rotor adopts the layout of up and down paddle, the nozzle corresponding to the lower end of the rotor is replaced with a rotor of the same model and opposite direction to provide greater lift for the boom;
    当主力旋翼、辅助旋翼和调节旋翼不采用上下对浆的布局时,其下端均连接有电机(2),为旋翼提供动力,电机(2)连接有连接法兰(3),连接法兰(3)下端为药液管道(4),连接法兰(3)把电机(2)、药液管道(4)紧密固定,药液管道(4)将喷头(5)连接起来并为喷杆提供药液;When the main rotor, the auxiliary rotor and the regulating rotor do not adopt the layout of the upper and lower paddles, the lower ends are connected with a motor (2) to provide power for the rotor, and the motor (2) is connected with a connecting flange (3), and the connecting flange ( 3) The lower end is the liquid medicine pipe (4), the connecting flange (3) tightly fixes the motor (2) and the liquid medicine pipe (4), and the liquid medicine pipe (4) connects the nozzles (5) and provides the spray rod. liquid medicine;
    所述GPS模块通过连接法兰(3)紧密对称固定在多旋翼喷杆上,GPS模块用于在路径规划和飞行阶段给控制器提供精确的GPS数据;所述视觉模块(8)与毫米波雷达(13)同样分别对称固定在多旋翼喷杆两侧,通过支架经连接法兰固定后向下延伸;所述视觉模块(8)通过图像估计运动信息并与加速度计结合后得到运动速度,同时在系统运行过程中识别农作物信息;所述毫米波雷达(13)则与气压计一起用于获得多旋翼喷杆的实时高度。The GPS module is tightly and symmetrically fixed on the multi-rotor boom through the connecting flange (3), and the GPS module is used to provide accurate GPS data to the controller in the path planning and flight stages; the vision module (8) is connected with the millimeter wave. The radar (13) is also symmetrically fixed on both sides of the multi-rotor boom, and is fixed by the bracket through the connecting flange and then extends downward; the vision module (8) estimates the motion information through the image and combines with the accelerometer to obtain the motion speed, At the same time, the crop information is identified during the operation of the system; the millimeter wave radar (13) is used together with the barometer to obtain the real-time height of the multi-rotor boom.
  2. 根据权利要求1所述的一种多旋翼喷杆结构,其特征在于,所述支撑杆(10)由一个空心管与两个脚架连接而成,给整个喷杆结构提供了支撑和承重作用,支撑杆(10)的空心结构还作为药液和电线的通行管道。A multi-rotor boom structure according to claim 1, characterized in that the support rod (10) is formed by connecting a hollow tube and two tripods, which provides support and load-bearing functions for the entire boom structure , the hollow structure of the support rod (10) also serves as a passage channel for the liquid medicine and electric wires.
  3. 根据权利要求2所述的一种多旋翼喷杆结构,其特征在于,所述支撑杆(10)为碳纤管。The multi-rotor boom structure according to claim 2, wherein the support rod (10) is a carbon fiber tube.
  4. 根据权利要求1所述的一种多旋翼喷杆结构,其特征在于,所述药液和电池箱组件(11)包括电池、药液与控制系统硬件,所述电池为电机(2)、GPS模块、视觉模块(8)、毫米波雷达(13)提供电力;所述控制系统硬件用于实现导航和路径规划,进行位置和姿 态的精确估计。A multi-rotor boom structure according to claim 1, characterized in that the liquid medicine and battery box assembly (11) comprises a battery, liquid medicine and control system hardware, and the battery is a motor (2), a GPS The module, the vision module (8), and the millimeter wave radar (13) provide power; the control system hardware is used to implement navigation and path planning, and to perform precise estimation of position and attitude.
  5. 根据权利要求4所述的一种多旋翼喷杆结构,其特征在于,所述控制系统硬件包括飞行控制器和嵌入式处理器,飞行控制器分别与GPS模块、毫米波雷达(13)、多传感器冗余模块、以及用于控制旋翼的多个电调相连;所述飞行控制器还与嵌入式处理器相连,嵌入式处理器同时与视觉模块(8)、电磁阀驱动器相连,电磁阀驱动器与控制喷头(5)的电磁阀相连,所述多传感器冗余模块在内部集成了磁罗盘、气压计和两套陀螺仪、加速度计。The multi-rotor boom structure according to claim 4, wherein the control system hardware comprises a flight controller and an embedded processor, and the flight controller is respectively connected with a GPS module, a millimeter wave radar (13), a multi- The sensor redundancy module and the plurality of ESCs for controlling the rotor are connected; the flight controller is also connected with the embedded processor, and the embedded processor is connected with the vision module (8) and the solenoid valve driver at the same time, and the solenoid valve driver Connected to the solenoid valve for controlling the spray head (5), the multi-sensor redundancy module internally integrates a magnetic compass, a barometer, and two sets of gyroscopes and accelerometers.
  6. 根据权利要求1所述的一种多旋翼喷杆结构,其特征在于,A multi-rotor boom structure according to claim 1, wherein,
    当需要实现喷杆的升降以及偏航运动时,通过将辅助旋翼、主力旋翼、调节旋翼的安装角度调整为轴向垂直设置,所有旋翼提供向上的升力,可以使多旋翼喷杆具备最大的升力;When it is necessary to realize the lifting and yaw motion of the boom, by adjusting the installation angles of the auxiliary rotor, the main rotor and the adjusting rotor to the axial vertical setting, all the rotors provide upward lift, which can make the multi-rotor boom have the maximum lift. ;
    当需要实现喷杆提升升力、增加载重量考虑时,主力旋翼采用上下对浆的布局,辅助旋翼采用轴向水平设置,调节旋翼采用轴向角度在0-90度的调节范围内设置。When it is necessary to increase the lift of the boom and increase the load capacity, the main rotor adopts the upper and lower paddle layout, the auxiliary rotor adopts the axial horizontal setting, and the adjusting rotor adopts the axial angle to be set within the adjustment range of 0-90 degrees.
  7. 根据权利要求1所述的一种多旋翼喷杆结构的控制方法,其特征在于,包括以下步骤:A kind of control method of multi-rotor boom structure according to claim 1, is characterized in that, comprises the following steps:
    在系统上电后,首先进行初始化操作,首先通过GPS模块采集要工作区域的GPS信息,由路径规划算法规划出即将飞行的轨迹,GPS模块在飞行过程中为多旋翼喷杆提供精准的定位信息;在路径规划结束并且收到起飞指令后执行起飞程序,在起飞后至降落前,由串级PID控制器对多旋翼喷杆的姿态、速度、高度等进行控制,以使其沿着规划的路径进行飞行;After the system is powered on, the initialization operation is performed first. First, the GPS information of the working area is collected through the GPS module, and the upcoming flight trajectory is planned by the path planning algorithm. The GPS module provides accurate positioning information for the multi-rotor boom during the flight. ; After the path planning is completed and the take-off command is received, the take-off procedure is executed. After take-off and before landing, the cascade PID controller controls the attitude, speed, height, etc. of the multi-rotor boom to make it follow the planned route. flight path;
    起飞成功后,由嵌入式处理器对视觉模块(8)回传的图像数据处理,图像处理共分为两个线程:首先通过光流法得到运动信息,将其与IMU数据融合后得到比较精准的多旋翼喷杆的运动速度并回传给飞行控制器;其次是对图像处理后识别出农作物的有无以及稠密信息,为后面的精准变量喷雾做好准备;After the take-off is successful, the image data returned by the vision module (8) is processed by the embedded processor. The image processing is divided into two threads: first, the motion information is obtained by the optical flow method, and it is more accurate after being fused with the IMU data. The movement speed of the multi-rotor boom is sent back to the flight controller; the second is to identify the presence or absence of crops and the dense information after image processing, so as to prepare for the subsequent precise variable spray;
    由于雾状的药液在空气中容易流失,所以多旋翼喷杆在作业期间应保持一个合适的高度稳定飞行,飞行控制器通过毫米波雷达(13)及气压计等传感器的数据估计出准确的高度值,控制自身高度保持在一个合适的作业高度;Since the mist-like liquid is easily lost in the air, the multi-rotor boom should maintain a suitable altitude and stable flight during operation. The flight controller estimates the accurate Height value, control its own height to maintain a suitable working height;
    在判断是否标准工作区域后,将根据结果进行不同的操作,在正常喷雾环节,嵌入式处理器通过电磁阀驱动器驱动电磁阀控制所有喷头进行作业;在边角区域,嵌入式处理器根据计算结果只控制部分电磁阀工作、实现变量喷雾。After judging whether it is a standard working area, different operations will be carried out according to the results. In the normal spraying process, the embedded processor drives the solenoid valve through the solenoid valve driver to control all nozzles to operate; in the corner area, the embedded processor operates according to the calculation results. Only some solenoid valves are controlled to work to realize variable spray.
  8. 根据权利要求7所述的一种多旋翼喷杆结构的控制方法,其特征在于,由串级PID 控制器对多旋翼喷杆的姿态、速度、高度等进行控制的具体过程为:The control method of a kind of multi-rotor boom structure according to claim 7, is characterized in that, the concrete process that the attitude, speed, height etc. of multi-rotor boom are controlled by cascade PID controller is:
    使用了串级PID来对无人喷杆的位姿来进行控制,以角速度作为第一个内环,角速度通过陀螺仪测得;然后把角度控制作为第二个内环,角度的估计是通过陀螺仪、磁罗盘传感器估计而得;第三个内环是速度控制环,速度估计是通过图像数据与IMU数据进行融合得出的;最后的外环是高度控制,这里我们同样融合了毫米波雷达、气压计、陀螺仪等传感器的数据,旋翼喷杆的位姿和运动进行控制,实现基于路径规划的喷雾作业。The cascade PID is used to control the posture and attitude of the unmanned boom. The angular velocity is used as the first inner loop, and the angular velocity is measured by the gyroscope; then the angle control is used as the second inner loop, and the angle is estimated by It is estimated by gyroscope and magnetic compass sensor; the third inner loop is the speed control loop, and the speed estimation is obtained by fusing image data and IMU data; the final outer loop is height control, here we also fuse millimeter waves Data from sensors such as radar, barometer, and gyroscope are used to control the posture and movement of the rotor boom to realize spray operations based on path planning.
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