CN115012468A - An excavator automatic operation control system, method and excavator - Google Patents
An excavator automatic operation control system, method and excavator Download PDFInfo
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- E—FIXED CONSTRUCTIONS
- E02—HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
- E02F—DREDGING; SOIL-SHIFTING
- E02F9/00—Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
- E02F9/20—Drives; Control devices
- E02F9/2025—Particular purposes of control systems not otherwise provided for
- E02F9/2029—Controlling the position of implements in function of its load, e.g. modifying the attitude of implements in accordance to vehicle speed
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- E—FIXED CONSTRUCTIONS
- E02—HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
- E02F—DREDGING; SOIL-SHIFTING
- E02F9/00—Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
- E02F9/20—Drives; Control devices
- E02F9/2025—Particular purposes of control systems not otherwise provided for
- E02F9/2037—Coordinating the movements of the implement and of the frame
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- E—FIXED CONSTRUCTIONS
- E02—HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
- E02F—DREDGING; SOIL-SHIFTING
- E02F9/00—Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
- E02F9/20—Drives; Control devices
- E02F9/2058—Electric or electro-mechanical or mechanical control devices of vehicle sub-units
- E02F9/2079—Control of mechanical transmission
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- E—FIXED CONSTRUCTIONS
- E02—HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
- E02F—DREDGING; SOIL-SHIFTING
- E02F9/00—Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
- E02F9/20—Drives; Control devices
- E02F9/22—Hydraulic or pneumatic drives
- E02F9/2264—Arrangements or adaptations of elements for hydraulic drives
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- E—FIXED CONSTRUCTIONS
- E02—HYDRAULIC ENGINEERING; FOUNDATIONS; SOIL SHIFTING
- E02F—DREDGING; SOIL-SHIFTING
- E02F9/00—Component parts of dredgers or soil-shifting machines, not restricted to one of the kinds covered by groups E02F3/00 - E02F7/00
- E02F9/26—Indicating devices
- E02F9/264—Sensors and their calibration for indicating the position of the work tool
- E02F9/265—Sensors and their calibration for indicating the position of the work tool with follow-up actions (e.g. control signals sent to actuate the work tool)
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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
- Y02P—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN THE PRODUCTION OR PROCESSING OF GOODS
- Y02P90/00—Enabling technologies with a potential contribution to greenhouse gas [GHG] emissions mitigation
- Y02P90/02—Total factory control, e.g. smart factories, flexible manufacturing systems [FMS] or integrated manufacturing systems [IMS]
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Abstract
Description
技术领域technical field
本发明涉及用挖掘机智能挖掘技术领域,具体涉及一种挖掘机自动作业控制系统、方法及挖掘机。The invention relates to the technical field of intelligent excavation with excavators, in particular to an excavator automatic operation control system, method and excavator.
背景技术Background technique
挖掘机具有机动性能优良、环境适应性强、挖掘和装载范围广以及生产效率高等优点,广泛应用于大型基建和矿山开采中,是我国重大技术装备。挖掘机在保证工程质量,提高劳动生产率方面发挥着重要的作用。The excavator has the advantages of excellent maneuverability, strong environmental adaptability, wide excavation and loading range, and high production efficiency. It is widely used in large-scale infrastructure and mining, and is a major technical equipment in my country. Excavators play an important role in ensuring project quality and improving labor productivity.
随着电子技术、自动作业控制技术、计算机技术和传感器技术的不断发展,为满足挖掘机作业效率和安全性能等方面的要求,挖掘机正逐步走向智能化和无人化。然而,挖掘机的工作装置作为一种四自由度机械臂,体积大、负载高,想要其实现智能化、无人化作业,需要解决挖掘机的自动作业控制问题。With the continuous development of electronic technology, automatic operation control technology, computer technology and sensor technology, in order to meet the requirements of excavator operation efficiency and safety performance, excavators are gradually becoming intelligent and unmanned. However, the working device of an excavator, as a four-degree-of-freedom robotic arm, has a large volume and a high load. In order to realize intelligent and unmanned operation, it is necessary to solve the problem of automatic operation control of the excavator.
发明内容SUMMARY OF THE INVENTION
为了解决上述问题,本发明提供一种挖掘机自动作业控制系统、方法及挖掘机。In order to solve the above problems, the present invention provides an excavator automatic operation control system, method and excavator.
为实现上述目的,本发明采用如下技术方案:To achieve the above object, the present invention adopts the following technical solutions:
第一方面,本申请实施例提供了一种挖掘机自动作业控制系统,所述系统包括参数获取模块、控制模块和挖掘机控制器;In a first aspect, an embodiment of the present application provides an excavator automatic operation control system, the system includes a parameter acquisition module, a control module and an excavator controller;
所述参数获取模块,用于实时获取控制挖掘机自动作业的参数信息;The parameter acquisition module is used for real-time acquisition of parameter information for controlling the automatic operation of the excavator;
所述控制模块,用于根据参数获取模块获取的参数信息,计算出用于控制挖掘机作业的控制量,并发送至挖掘机控制器;The control module is used to calculate the control amount for controlling the excavator operation according to the parameter information obtained by the parameter obtaining module, and send it to the excavator controller;
所述挖掘机控制器,用于根据控制模块发送的控制量控制挖掘机,使挖掘机进行自动作业。The excavator controller is used to control the excavator according to the control quantity sent by the control module, so that the excavator performs automatic operation.
在一种实施方式中,所述参数获取模块包括:In one embodiment, the parameter acquisition module includes:
至少3个倾角传感器,分别用于获取挖掘机动臂、斗杆和铲斗的角度信息;At least three inclination sensors are used to obtain the angle information of the excavator arm, stick and bucket respectively;
压力传感器,用于测量挖掘机油缸的压力信息;A pressure sensor for measuring the pressure information of the excavator cylinder;
惯导RTK传感器,用于获取挖掘机位置以及偏转、俯仰、回转角度。The inertial navigation RTK sensor is used to obtain the position of the excavator and the angle of yaw, pitch and swivel.
在一种实施方式中,所述控制模块为工控机。In one embodiment, the control module is an industrial computer.
在一种实施方式中,其特征在于,所述系统还包括远程桌面,所述远程桌面与控制模块或工控机连接,用于实现远程控制控制器及远程桌面显示。In an implementation manner, the system further includes a remote desktop, and the remote desktop is connected to the control module or the industrial computer, and is used to realize the remote control controller and the remote desktop display.
在一种实施方式中,所述控制模块包括:In one embodiment, the control module includes:
姿态单元,用于通过惯导RTK传感器和倾角传感器数据计算出挖掘机姿态信息;The attitude unit is used to calculate the attitude information of the excavator through the inertial navigation RTK sensor and the inclination sensor data;
油缸长度单元,用于通过倾角传感器数据计算出油缸长度信息;The cylinder length unit is used to calculate the cylinder length information through the data of the inclination sensor;
称重单元,用于通过倾角传感器和压力传感器数据计算出挖掘机负载信息;Weighing unit, which is used to calculate the excavator load information from the data of the inclination sensor and the pressure sensor;
轨迹规划单元,用于对挖掘机工作装置的轨迹进行规划;The trajectory planning unit is used to plan the trajectory of the excavator working device;
所述姿态单元、油缸长度单元、称重单元及轨迹规划单元与控制单元之间通信连接;Communication connection between the attitude unit, the cylinder length unit, the weighing unit, the trajectory planning unit and the control unit;
控制单元,用于根据姿态单元、油缸长度单元、称重单元、轨迹规划单元得出的数据计算出控制量,并形成控制指令。The control unit is used to calculate the control amount according to the data obtained by the attitude unit, the cylinder length unit, the weighing unit, and the trajectory planning unit, and form a control command.
在一种实施方式中,所述姿态单元、油缸长度单元、称重单元及轨迹规划单元与控制单元之间通信连接的方式为:In an embodiment, the communication connection between the attitude unit, the cylinder length unit, the weighing unit, the trajectory planning unit and the control unit is as follows:
所述工控机分别与多个倾角传感器、惯导RTK传感器、挖掘机控制器连接,通过CAN通信;The industrial computer is respectively connected with a plurality of inclination sensors, inertial navigation RTK sensors, and excavator controllers, and communicates through CAN;
所述工控机与所述压力传感器连接,通过数据采集卡通信;The industrial computer is connected with the pressure sensor and communicates through a data acquisition card;
所述工控机与远程桌面连接,通过Wi-Fi进行远程通信。The industrial computer is connected with the remote desktop, and performs remote communication through Wi-Fi.
在一种实施方式中,所述姿态信息包括:In one embodiment, the gesture information includes:
根据挖掘机运动学模型、挖掘机参数及动臂、斗杆、铲斗的角度信息,确定的二维坐标系下铲斗齿尖、铲斗与斗杆铰接点、斗杆与动臂铰接点坐标;According to the excavator kinematic model, excavator parameters and angle information of boom, stick and bucket, the bucket tooth tip, bucket and stick hinge point, bucket stick and boom hinge point under the two-dimensional coordinate system are determined coordinate;
根据惯导RTK传感器确定的挖掘机位置以及偏转、俯仰、回转角度。The position of the excavator as well as the yaw, pitch and slew angles determined by the inertial navigation RTK sensor.
在一种实施方式中,所述油缸长度为通过挖掘机参数模型及挖掘机动臂、斗杆和铲斗的角度信息,确定的动臂、斗杆、铲斗油缸长度。In one embodiment, the length of the oil cylinder is the length of the boom, the arm, and the bucket cylinder determined by using the excavator parameter model and the angle information of the excavator arm, arm, and bucket.
在一种实施方式中,所述铲斗的负载为通过挖掘机参数模型及挖掘机油缸的压力信息,确定的挖掘机铲斗负载。In one embodiment, the load of the bucket is the load of the bucket of the excavator determined through the excavator parameter model and the pressure information of the excavator oil cylinder.
在一种实施方式中,所述对挖掘机动作轨迹进行规划包括:In one embodiment, the planning of the action trajectory of the excavator includes:
通过挖掘机的挖掘点、卸料点及初始姿态信息确定挖掘机工作装置动作过程及规划目标;Determine the action process and planning target of the excavator working device through the excavator's digging point, unloading point and initial attitude information;
将挖掘机工作装置动作过程分解为挖掘机目标油缸长度和回转角度信息。The action process of the excavator working device is decomposed into the excavator target cylinder length and rotation angle information.
在一种实施方式中,所述根据姿态单元、油缸长度单元、称重单元、轨迹规划单元得出的数据计算出控制量,具体包括:In one embodiment, the control amount calculated according to the data obtained by the attitude unit, the cylinder length unit, the weighing unit, and the trajectory planning unit specifically includes:
计算轨迹规划单元分解的挖掘机目标油缸长度、回转角度信息与姿态单元、油缸长度单元、称重单元计算的实时油缸长度、回转角度信息;Calculate the target cylinder length, rotation angle information of the excavator decomposed by the trajectory planning unit and the real-time cylinder length and rotation angle information calculated by the attitude unit, cylinder length unit, and weighing unit;
根据计算的偏差以及称重单元计算的实时负载信息,得出控制量。Based on the calculated deviation and the real-time load information calculated by the weighing unit, the control quantity is derived.
在一种实施方式中,所述挖掘机控制器包括:In one embodiment, the excavator controller includes:
驱动模块,用于根据控制量驱动挖掘机油缸、回转马达、行走马达控制挖掘机进行自动作业;The drive module is used to drive the excavator oil cylinder, rotary motor, and travel motor to control the excavator to perform automatic operation according to the control amount;
判断模块,用于判断根据控制量驱动油缸和马达,进行自动作业,是否达到规划目标;The judgment module is used to judge whether the oil cylinder and the motor are driven according to the control amount to perform automatic operation and whether the planning goal is achieved;
未达到则令控制模块继续根据偏差和实时负载信息进行控制量计算;If it is not reached, the control module will continue to calculate the control amount according to the deviation and real-time load information;
达到则继续判断轨迹规划是否结束;If it is reached, continue to judge whether the trajectory planning is over;
未结束则令控制模块继续进行轨迹规划及后续过程;If it is not over, the control module will continue to perform trajectory planning and subsequent processes;
已结束则整个规划、挖掘过程结束。When it is over, the whole planning and excavation process ends.
第二方面,本申请实施例提供了一种挖掘机自动作业控制方法,其特征在于,包括如下步骤:In a second aspect, an embodiment of the present application provides an automatic operation control method for an excavator, which is characterized in that it includes the following steps:
实时获取控制挖掘机自动作业的参数信息;Real-time acquisition of parameter information that controls the automatic operation of the excavator;
根据获取的参数信息计算出用于控制挖掘机作业的控制量;Calculate the control amount used to control the excavator operation according to the obtained parameter information;
通过控制量控制挖掘机,使挖掘机进行自动作业。The excavator is controlled by the control amount to make the excavator perform automatic operation.
在一种实施方式中,所述参数信息包括挖掘机动臂、斗杆和铲斗的角度信息,掘机油缸的压力信息,挖掘机位置以及偏转、俯仰、回转角度。In one embodiment, the parameter information includes the angle information of the excavator arm, the stick and the bucket, the pressure information of the excavator oil cylinder, the position of the excavator, and the yaw, pitch, and swing angles.
在一种实施方式中,根据获取的参数信息计算出用于控制挖掘机作业的控制量,包括:In one embodiment, the control amount used to control the operation of the excavator is calculated according to the obtained parameter information, including:
对获取的参数信息进行处理,得出挖掘机实时姿态、油缸长度、负载信息;The acquired parameter information is processed to obtain the real-time attitude, cylinder length and load information of the excavator;
对挖掘机轨迹进行规划,确定整个挖掘机工作装置动作过程及规划目标,将挖掘机工作装置动作过程分解为挖掘机目标油缸长度、回转角度信息;Plan the excavator trajectory, determine the action process and planning target of the entire excavator working device, and decompose the excavator working device action process into the excavator target cylinder length and rotation angle information;
计算目标油缸长度、回转角度信息与实时油缸长度、回转角度信息偏差;Calculate the deviation between the target cylinder length and rotation angle information and the real-time cylinder length and rotation angle information;
根据计算的偏差以及实时负载信息,得出控制量,并发送至挖掘机控制器。According to the calculated deviation and real-time load information, the control amount is obtained and sent to the excavator controller.
在一种实施方式中,所述方法还包括:In one embodiment, the method further includes:
判断根据控制量驱动油缸和马达,进行挖掘和卸料动作,是否达到规划目标;Judging whether the oil cylinder and motor are driven according to the control amount, and the excavation and unloading actions are performed, whether the planning goal is achieved;
根据判断结果继续执行下列步骤:Continue to perform the following steps according to the judgment result:
未达到则继续根据偏差和实时负载信息进行控制量计算;If it is not reached, continue to calculate the control amount according to the deviation and real-time load information;
达到则继续判断轨迹规划是否结束;If it is reached, continue to judge whether the trajectory planning is over;
未结束则继续进行轨迹规划及后续过程;If it is not over, continue the trajectory planning and follow-up process;
已结束则整个规划、挖掘过程结束。When it is over, the whole planning and excavation process ends.
第三方面,本申请实施例提供了一种挖掘机,配置有权利要求1-12任一项所述的控制系统。In a third aspect, an embodiment of the present application provides an excavator configured with the control system of any one of claims 1-12.
第四方面,本申请实施例提供了一种计算机设备,包括存储器和处理器,所述存储器中存储有计算机可读指令,所述计算机可读指令被所述处理器执行时,使得所述处理器执行上述控制方法的步骤。In a fourth aspect, an embodiment of the present application provides a computer device, including a memory and a processor, where computer-readable instructions are stored in the memory, and when the computer-readable instructions are executed by the processor, the processing The controller executes the steps of the above control method.
本发明与现有技术相比,本申请具有以下有益效果:Compared with the prior art, the present invention has the following beneficial effects:
采用了倾角传感器、惯导RTK传感器相结合的挖掘机姿态识别方法,提高了姿态识别的精度。同时引入实时挖掘机姿态反馈和负载反馈,进一步提高了控制精度,保障了挖掘机无人化、智能化的实现。The attitude recognition method of excavator combined with inclination sensor and inertial navigation RTK sensor is adopted, which improves the accuracy of attitude recognition. At the same time, real-time excavator attitude feedback and load feedback are introduced, which further improves the control accuracy and ensures the realization of unmanned and intelligent excavators.
附图说明Description of drawings
图1为本发明一实施例提供的挖掘机自动作业控制系统硬件连接示意图;1 is a schematic diagram of hardware connection of an excavator automatic operation control system provided by an embodiment of the present invention;
图2为本发明一实施例提供的挖掘机自动作业控制系统结构示意图;FIG. 2 is a schematic structural diagram of an excavator automatic operation control system according to an embodiment of the present invention;
图3为本发明一实施例提供的挖掘机自动作业控制系统通信示意图;3 is a schematic diagram of communication of an excavator automatic operation control system according to an embodiment of the present invention;
图4为本发明一实施例提供的判断模块工作流程示意图;4 is a schematic diagram of a workflow of a judgment module provided by an embodiment of the present invention;
图5为本发明一实施例提供的挖掘机自动作业控制方法流程示意图。FIG. 5 is a schematic flowchart of a method for controlling an automatic operation of an excavator according to an embodiment of the present invention.
具体实施方式Detailed ways
为使本发明的目的、技术方案和优点更加清楚明白,以下参照附图,对本发明进一步详细说明。In order to make the objects, technical solutions and advantages of the present invention more clearly understood, the present invention will be described in further detail below with reference to the accompanying drawings.
一种挖掘机自动作业控制系统,包括:参数获取模块、控制模块和挖掘机控制器;An excavator automatic operation control system, comprising: a parameter acquisition module, a control module and an excavator controller;
所述参数获取模块,用于实时获取控制挖掘机自动作业的参数信息;The parameter acquisition module is used for real-time acquisition of parameter information for controlling the automatic operation of the excavator;
所述控制模块,用于根据参数获取模块获取的参数信息,计算出用于控制挖掘机作业的控制量,并发送至挖掘机控制器;The control module is used to calculate the control amount for controlling the excavator operation according to the parameter information obtained by the parameter obtaining module, and send it to the excavator controller;
所述挖掘机控制器,用于根据控制模块发送的控制量控制挖掘机,使挖掘机进行自动作业。The excavator controller is used to control the excavator according to the control quantity sent by the control module, so that the excavator performs automatic operation.
本申请实施例中,参数获取模块包括:In the embodiment of the present application, the parameter acquisition module includes:
至少3个倾角传感器,分别用于获取挖掘机动臂、斗杆和铲斗的角度信息;At least three inclination sensors are used to obtain the angle information of the excavator arm, stick and bucket respectively;
压力传感器,用于测量挖掘机油缸的压力信息;A pressure sensor for measuring the pressure information of the excavator cylinder;
惯导RTK传感器,用于获取挖掘机位置以及偏转、俯仰、回转角度。The inertial navigation RTK sensor is used to obtain the position of the excavator and the angle of yaw, pitch and swivel.
在本申请实施例中,控制模块为工控机。In the embodiment of the present application, the control module is an industrial computer.
在一种可能的实现方式中,系统还包括远程桌面,远程桌面与控制模块或工控机连接,用于实现远程控制控制器及远程桌面显示。In a possible implementation manner, the system further includes a remote desktop, and the remote desktop is connected to the control module or the industrial computer for realizing the remote control controller and the remote desktop display.
具体的,如图1所示,图1为系统硬件连接示意图,工控机与倾角传感器连接,接收来自所述倾角传感器的信号,以确定挖掘机动臂、斗杆和铲斗的角度信息;工控机与惯导RTK传感器连接,以确定挖掘机的位置以及偏转、俯仰及回转角度信息;工控机与数据采集卡连接,以接收压力传感器信息;数据采集卡与所述压力传感器连接,以确定挖掘机油缸的压力信息;工控机与远程桌面连接,用于远程控制工控机及远程桌面显示;工控机还与挖掘机控制器连接,用于向所述挖掘机控制器发送控制信号。Specifically, as shown in Figure 1, which is a schematic diagram of the system hardware connection, the industrial computer is connected to the inclination sensor, and receives the signal from the inclination sensor to determine the angle information of the excavator arm, stick and bucket; The machine is connected with the inertial navigation RTK sensor to determine the position of the excavator and the information of the yaw, pitch and rotation angle; the industrial computer is connected with the data acquisition card to receive the pressure sensor information; the data acquisition card is connected with the pressure sensor to determine the excavation The pressure information of the oil cylinder; the industrial computer is connected to the remote desktop for remote control of the industrial computer and the remote desktop display; the industrial computer is also connected to the excavator controller for sending control signals to the excavator controller.
图2为挖掘机自动作业控制系统结构示意图。如图2所示,控制模块包括:Figure 2 is a schematic structural diagram of an excavator automatic operation control system. As shown in Figure 2, the control module includes:
姿态单元,用于通过惯导RTK传感器和倾角传感器数据计算出挖掘机姿态信息;The attitude unit is used to calculate the attitude information of the excavator through the inertial navigation RTK sensor and the inclination sensor data;
油缸长度单元,用于通过倾角传感器数据计算出油缸长度信息;The cylinder length unit is used to calculate the cylinder length information through the data of the inclination sensor;
称重单元,用于通过倾角传感器和压力传感器数据计算出挖掘机负载信息;Weighing unit, which is used to calculate the excavator load information from the data of the inclination sensor and the pressure sensor;
轨迹规划单元,用于对挖掘机工作装置的轨迹进行规划;The trajectory planning unit is used to plan the trajectory of the excavator working device;
所述姿态单元、油缸长度单元、称重单元及轨迹规划单元与控制单元之间通信连接;Communication connection between the attitude unit, the cylinder length unit, the weighing unit, the trajectory planning unit and the control unit;
控制单元,用于根据姿态单元、油缸长度单元、称重单元、轨迹规划单元得出的数据计算出控制量,并形成控制指令。The control unit is used to calculate the control amount according to the data obtained by the attitude unit, the cylinder length unit, the weighing unit, and the trajectory planning unit, and form a control command.
可选的,姿态单元、油缸长度单元、称重单元及轨迹规划单元与控制单元之间通信连接的方式为:工控机分别与多个倾角传感器、惯导RTK传感器、挖掘机控制器连接,通过CAN通信;工控机与所述压力传感器连接,通过数据采集卡通信;工控机与远程桌面连接,通过Wi-Fi进行远程通信。如图3所示。Optionally, the communication connection between the attitude unit, the cylinder length unit, the weighing unit, the trajectory planning unit and the control unit is as follows: the industrial computer is respectively connected with a plurality of inclination sensors, inertial navigation RTK sensors, and excavator controllers. CAN communication; the industrial computer is connected with the pressure sensor, and communicates through a data acquisition card; the industrial computer is connected with a remote desktop, and remote communication is performed through Wi-Fi. As shown in Figure 3.
可选的,姿态信息包括:Optionally, the posture information includes:
根据挖掘机运动学模型、挖掘机参数及动臂、斗杆、铲斗的角度信息,确定的二维坐标系下铲斗齿尖、铲斗与斗杆铰接点、斗杆与动臂铰接点坐标;According to the excavator kinematic model, excavator parameters and angle information of boom, stick and bucket, the bucket tooth tip, bucket and stick hinge point, bucket stick and boom hinge point under the two-dimensional coordinate system are determined coordinate;
根据惯导RTK传感器确定的挖掘机位置以及偏转、俯仰、回转角度。The position of the excavator as well as the yaw, pitch and slew angles determined by the inertial navigation RTK sensor.
可选的,油缸长度为通过挖掘机参数模型及挖掘机动臂、斗杆和铲斗的角度信息,确定的动臂、斗杆、铲斗油缸长度。Optionally, the length of the oil cylinder is the length of the oil cylinder of the boom, the stick and the bucket determined through the excavator parameter model and the angle information of the excavator arm, the stick and the bucket.
可选的,所述铲斗的负载为通过挖掘机参数及挖掘机油缸的压力信息,确定的挖掘机铲斗负载。Optionally, the load of the bucket is the bucket load of the excavator determined by excavator parameters and pressure information of the excavator oil cylinder.
需要说明的是,挖掘机运动学模型以及挖掘机的参数模型,均已建模完成,能够从机身参数中获得。It should be noted that the kinematic model of the excavator and the parameter model of the excavator have been modeled and can be obtained from the parameters of the fuselage.
可选的,所述对挖掘机工作装置的轨迹进行规划,包括:Optionally, the planning of the trajectory of the excavator working device includes:
通过挖掘机的挖掘点、卸料点及初始姿态信息确定挖掘机工作装置动作过程及规划目标;Determine the action process and planning target of the excavator working device through the excavator's digging point, unloading point and initial attitude information;
将挖掘机工作装置动作过程分解为挖掘机目标油缸长度和回转角度信息。The action process of the excavator working device is decomposed into the excavator target cylinder length and rotation angle information.
本申请实施例中,根据姿态单元、油缸长度单元、称重单元、轨迹规划单元得出的数据计算出控制量,具体包括:In the embodiment of the present application, the control amount is calculated according to the data obtained by the attitude unit, the cylinder length unit, the weighing unit, and the trajectory planning unit, which specifically includes:
计算轨迹规划单元分解的挖掘机目标油缸长度、回转角度信息与姿态单元、油缸长度单元、称重单元计算的实时油缸长度、回转角度信息;Calculate the target cylinder length, rotation angle information of the excavator decomposed by the trajectory planning unit and the real-time cylinder length and rotation angle information calculated by the attitude unit, cylinder length unit, and weighing unit;
根据计算的偏差以及称重单元计算的实时负载信息,得出控制量。Based on the calculated deviation and the real-time load information calculated by the weighing unit, the control quantity is derived.
在本申请实施例中,挖掘机控制器包括:In this embodiment of the present application, the excavator controller includes:
驱动模块,用于根据控制量驱动挖掘机油缸、回转马达、行走马达控制挖掘机进行自动作业;The drive module is used to drive the excavator oil cylinder, rotary motor, and travel motor to control the excavator to perform automatic operation according to the control amount;
判断模块,用于判断根据控制量驱动油缸和马达,进行自动作业,是否达到规划目标;根据判断结果继续执行下列步骤:The judgment module is used for judging whether the oil cylinder and the motor are driven according to the control amount to perform automatic operation and whether the planning target is achieved; according to the judgment result, the following steps are continued:
未达到则令控制模块继续根据偏差和实时负载信息进行控制量计算;If it is not reached, the control module will continue to calculate the control amount according to the deviation and real-time load information;
达到则继续判断轨迹规划是否结束;If it is reached, continue to judge whether the trajectory planning is over;
未结束则令控制模块继续进行轨迹规划及后续过程;If it is not over, the control module will continue to perform trajectory planning and subsequent processes;
已结束则整个规划、挖掘过程结束。When it is over, the whole planning and excavation process ends.
判断模块的工作流程如图4所示。The workflow of the judgment module is shown in Figure 4.
本发明提供的自动作业控制系统完成了对挖掘机的姿态识别以及姿态控制问题,进而保障挖掘机无人化、智能化的实现。可适应于大型矿用挖掘机,大大提高了大型矿用挖掘机智能化水平和工作效率。The automatic operation control system provided by the invention completes the problem of attitude recognition and attitude control of the excavator, thereby ensuring the realization of unmanned and intelligent excavator. It can be adapted to large-scale mining excavators, greatly improving the intelligence level and work efficiency of large-scale mining excavators.
如图5所示,一种挖掘机自动作业控制方法流程示意图,具体步骤如下:As shown in Figure 5, a schematic flowchart of an automatic operation control method for an excavator, the specific steps are as follows:
实时获取控制挖掘机自动作业的参数信息;Real-time acquisition of parameter information that controls the automatic operation of the excavator;
根据获取的参数信息计算出用于控制挖掘机作业的控制量;Calculate the control amount used to control the excavator operation according to the obtained parameter information;
通过控制量控制挖掘机,使挖掘机进行自动作业。The excavator is controlled by the control amount to make the excavator perform automatic operation.
本申请实施例中,参数信息包括挖掘机动臂、斗杆和铲斗的角度信息,掘机油缸的压力信息,挖掘机位置以及偏转、俯仰、回转角度。In the embodiment of the present application, the parameter information includes the angle information of the excavator arm, the stick and the bucket, the pressure information of the excavator oil cylinder, the position of the excavator, and the yaw, pitch, and rotation angles.
本申请实施例中,根据获取的参数信息计算出用于控制挖掘机作业的控制量,包括:In the embodiment of the present application, the control amount used to control the excavator operation is calculated according to the obtained parameter information, including:
对获取的参数信息进行处理,得出挖掘机实时姿态、油缸长度、负载信息;The acquired parameter information is processed to obtain the real-time attitude, cylinder length and load information of the excavator;
对挖掘机工作装置的轨迹进行规划,确定整个挖掘机工作装置动作过程及规划目标,并将挖掘机工作装置动作过程分解为挖掘机目标油缸长度和回转角度信息;Plan the trajectory of the excavator working device, determine the entire excavator working device action process and planning target, and decompose the excavator working device action process into the excavator target cylinder length and rotation angle information;
计算目标油缸长度、回转角度信息与实时油缸长度、回转角度信息偏差;Calculate the deviation between the target cylinder length and rotation angle information and the real-time cylinder length and rotation angle information;
根据计算的偏差以及实时负载信息,得出控制量,并发送至挖掘机控制器。According to the calculated deviation and real-time load information, the control amount is obtained and sent to the excavator controller.
可选的,参数信息包括挖掘机动臂、斗杆和铲斗的角度信息,掘机油缸的压力信息,挖掘机位置以及偏转、俯仰、回转角度。Optionally, the parameter information includes the angle information of the excavator arm, the stick and the bucket, the pressure information of the excavator oil cylinder, the position of the excavator, and the yaw, pitch, and swing angles.
可选的,挖掘机姿态信息为根据挖掘机运动学模型、挖掘机参数及动臂、斗杆、铲斗的角度信息,确定的二维坐标系下铲斗齿尖、铲斗与斗杆铰接点、斗杆与动臂铰接点坐标;根据惯导RTK传感器确定的挖掘机位置以及偏转、俯仰、回转角度。油缸长度为通过挖掘机参数及挖掘机动臂、斗杆和铲斗的角度信息,确定的动臂、斗杆、铲斗油缸长度。铲斗的负载为通过挖掘机参数模型及挖掘机油缸的压力信息,确定的挖掘机铲斗负载。Optionally, the attitude information of the excavator is determined according to the kinematics model of the excavator, the parameters of the excavator, and the angle information of the boom, the stick, and the bucket, and the tip of the bucket, the bucket and the stick are hinged in the two-dimensional coordinate system. Point, stick and boom hinge point coordinates; Excavator position and yaw, pitch and slew angles determined by inertial navigation RTK sensor. The cylinder length is the length of the boom, stick and bucket cylinders determined by excavator parameters and the angle information of the excavator arm, stick and bucket. The load of the bucket is the load of the bucket of the excavator determined by the excavator parameter model and the pressure information of the excavator oil cylinder.
可选的,通过挖掘机的挖掘点、卸料点及初始姿态信息确定挖掘机工作装置动作过程及规划目标。Optionally, the action process and planning target of the excavator working device are determined according to the excavation point, the unloading point and the initial attitude information of the excavator.
在一可能的实施例中,一种挖掘机自动作业控制方法,还包括:In a possible embodiment, an automatic operation control method for an excavator, further comprising:
判断根据控制量驱动油缸和马达,进行挖掘和卸料动作,是否达到规划目标。It is judged whether the oil cylinder and motor are driven according to the control amount, and the excavation and unloading actions are carried out, and whether the planning goal is achieved.
根据判断结果继续执行下列步骤:Continue to perform the following steps according to the judgment result:
未达到则继续根据偏差和负载进行控制量计算并驱动挖掘机;If it is not reached, continue to calculate the control amount according to the deviation and load and drive the excavator;
已达到则继续判断轨迹规划是否结束;If it has been reached, continue to judge whether the trajectory planning is over;
未结束则继续进行轨迹规划及后续过程;If it is not over, continue the trajectory planning and follow-up process;
已结束则整个规划、挖掘过程结束。When it is over, the whole planning and excavation process ends.
需要说明的是,上述实施例提供的一种挖掘机自动作业控制方法与挖掘机自动作业控制系统实施例属于同一构思,其体现实现过程详见挖掘机自动作业控制系统实施例,这里不再赘述。It should be noted that an excavator automatic operation control method provided by the above embodiment belongs to the same concept as the excavator automatic operation control system embodiment, and the implementation process of which is embodied in the excavator automatic operation control system embodiment, which will not be repeated here. .
在一个实施例中,提出了一种挖掘机,该挖掘机包括如上的控制系统。基于控制系统的描述,参见前述相同或相似部分的描述,在此不再赘述。In one embodiment, an excavator is presented that includes a control system as above. For the description based on the control system, refer to the description of the same or similar parts as described above, which will not be repeated here.
在一个实施例中,提出了一种计算机设备,计算机设备包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,处理器执行计算机程序时实现以下步骤:实时获取控制挖掘机自动作业的参数信息;根据获取的参数信息计算出用于控制挖掘机作业的控制量;通过控制量控制挖掘机,使挖掘机进行自动作业。In one embodiment, a computer device is proposed. The computer device includes a memory, a processor, and a computer program stored in the memory and running on the processor. When the processor executes the computer program, the following steps are implemented: acquiring control mining in real time The parameter information of the automatic operation of the excavator is calculated; the control amount used to control the operation of the excavator is calculated according to the obtained parameter information; the excavator is controlled by the control amount to make the excavator perform automatic operation.
参数信息包括挖掘机动臂、斗杆和铲斗的角度信息,掘机油缸的压力信息,挖掘机位置以及偏转、俯仰、回转角度。根据获取的参数信息计算出用于控制挖掘机作业的控制量,包括:对获取的参数信息进行处理,得出挖掘机实时姿态、油缸长度、负载信息;对挖掘机轨迹进行规划,通过挖掘机的挖掘点、卸料点及初始姿态信息确定挖掘机工作装置动作过程及规划目标;将挖掘过程分解为挖掘机目标油缸长度、回转角度信息;计算目标油缸长度、回转角度信息与实时油缸长度、回转角度信息偏差;根据计算的偏差以及实时负载信息,得出控制量,并发送至挖掘机控制器。The parameter information includes the angle information of the excavator arm, stick and bucket, the pressure information of the excavator oil cylinder, the position of the excavator, and the yaw, pitch, and slewing angles. Calculate the control amount used to control the excavator operation according to the obtained parameter information, including: processing the obtained parameter information to obtain the real-time attitude, cylinder length, and load information of the excavator; planning the excavator trajectory, through the excavator The excavation point, unloading point and initial attitude information determine the action process and planning target of the excavator working device; decompose the excavation process into the excavator target cylinder length and rotation angle information; calculate the target cylinder length, rotation angle information and real-time cylinder length, Rotation angle information deviation; according to the calculated deviation and real-time load information, the control amount is obtained and sent to the excavator controller.
以上实施例的各技术特征可以进行任意的组合,为使描述简洁,未对上述实施例中的各个技术特征所有可能的组合都进行描述,然而,只要这些技术特征的组合不存在矛盾,都应当认为是本说明书记载的范围。The technical features of the above embodiments can be combined arbitrarily. In order to make the description simple, all possible combinations of the technical features in the above embodiments are not described. However, as long as there is no contradiction in the combination of these technical features It is considered to be the range described in this specification.
以上所述实施例仅表达了本发明的几种实施方式,其描述较为具体和详细,但并不能因此而理解为对本发明专利范围的限制。应当指出的是,对于本领域的普通技术人员来说,在不脱离本发明构思的前提下,还可以做出若干变形和改进,这些都属于本发明的保护范围。因此,本发明专利的保护范围应以所附权利要求为准。The above-mentioned embodiments only represent several embodiments of the present invention, and the descriptions thereof are specific and detailed, but should not be construed as a limitation on the scope of the patent of the present invention. It should be pointed out that for those of ordinary skill in the art, without departing from the concept of the present invention, several modifications and improvements can also be made, which all belong to the protection scope of the present invention. Therefore, the protection scope of the patent of the present invention should be subject to the appended claims.
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CN117742276A (en) * | 2023-12-27 | 2024-03-22 | 爱克斯维智能科技(苏州)有限公司 | Unmanned operation control system of excavator, excavator and control method |
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