CN113093699B - Engine pedestal for unmanned automobile and experimental method - Google Patents
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Abstract
本发明公开了一种用于无人驾驶汽车的发动机台架及实验方法,包括实车数据采集系统和发动机台架运行系统;实车数据采集系统安装于内燃机汽车上,包括数据采集装置、OBD接口、IMU、RTK终端和RTK基站;发动机台架运行系统包括动力系统、动力系统控制器、网关、可控负载控制器和实验台架控制系统,动力系统与动力系统控制器连接;动力系统控制器、可控负载控制器和实验台架控制系统均与网关连接。本发明能够记录内燃机汽车在道路上运行过程中的运动参数和系统参数,然后将这些数据输入到实验台架控制系统中,在对相关参数进行处理和解算后,通过对比内燃机汽车实际运行过程中的数据和发动机实验台架的运行数据,来评价和改进动力系统的控制模型和算法。
The invention discloses an engine bench for unmanned vehicles and an experimental method, including a real vehicle data acquisition system and an engine bench operation system; the real vehicle data acquisition system is installed on an internal combustion engine vehicle, and includes a data acquisition device, an OBD Interface, IMU, RTK terminal and RTK base station; engine bench operation system includes power system, power system controller, gateway, controllable load controller and test bench control system, power system is connected with power system controller; power system control The controller, the controllable load controller and the experimental bench control system are all connected with the gateway. The invention can record the motion parameters and system parameters of the internal combustion engine vehicle during the running process on the road, and then input these data into the control system of the test bench. The data and the operating data of the engine test bench are used to evaluate and improve the control models and algorithms of the power system.
Description
技术领域technical field
本发明涉及无人驾驶技术领域,更具体的说是涉及一种用于无人驾驶汽车的发动机台架及实验方法。The invention relates to the technical field of unmanned driving, and more particularly, to an engine bench and an experimental method for unmanned vehicles.
背景技术Background technique
近年来无人驾驶技术蓬勃发展,先进的计算机和人工智能技术正在对汽车行业进行重塑,但目前无人驾驶技术更多的是应用在电动车平台上,对于传统内燃机平台的研究较少。由于电动汽车等新能源汽车目前还存在一些技术缺陷和成本问题,内燃机汽车在未来很长一段时间之内依旧会占据重要的市场地位,而能够用于无人驾驶汽车的内燃机动力系统也将具有重要的经济价值。除此之外,由于军用车辆的特殊性能要求,相当长一段时间内,柴油发动机仍然会在军用动力中扮演重要角色。In recent years, driverless technology has developed vigorously, and advanced computer and artificial intelligence technologies are reshaping the automotive industry. However, at present, driverless technology is mostly applied to electric vehicle platforms, and there is less research on traditional internal combustion engine platforms. As electric vehicles and other new energy vehicles still have some technical defects and cost problems, internal combustion engine vehicles will still occupy an important market position for a long time in the future, and the internal combustion engine power system that can be used for driverless vehicles will also have important economic value. In addition, due to the special performance requirements of military vehicles, diesel engines will still play an important role in military power for a long time.
因此,将先进的计算机和人工智能技术运用于发动机控制的研究,为内燃机应用于无人驾驶汽车提供一个可行的研究平台和实验方法,以解决应用于无人驾驶内燃机的控制模型和控制算法等技术上的关键问题,是本领域技术人员亟需解决的问题,可以为使用内燃机动力车辆的智能化和无人化提供必要的技术保证。Therefore, applying advanced computer and artificial intelligence technology to the research of engine control provides a feasible research platform and experimental method for the application of internal combustion engine to unmanned vehicles, so as to solve the control model and control algorithm applied to unmanned internal combustion engine, etc. The key technical problems are problems that those skilled in the art need to solve urgently, and can provide necessary technical guarantees for the intelligentization and unmanned operation of vehicles powered by internal combustion engines.
发明内容SUMMARY OF THE INVENTION
本发明提供了一种用于无人驾驶汽车的发动机台架及实验方法,能够记录内燃机汽车在实际道路上运行过程中的运动参数和系统参数,然后将这些数据输入到实验台架控制系统中,在对相关参数进行处理和解算后,输出控制指令控制发动机台架运行,并将台架运行参数采集到系统中,最后通过对比内燃机汽车实际运行过程中的数据和发动机实验台架的运行数据,来评价和改进动力系统的控制模型和算法。The invention provides an engine bench for an unmanned vehicle and an experimental method, which can record the motion parameters and system parameters of the internal combustion engine vehicle during the running process on the actual road, and then input these data into the control system of the experimental bench , after the relevant parameters are processed and calculated, the control command is output to control the operation of the engine bench, and the operating parameters of the bench are collected into the system. , to evaluate and improve control models and algorithms of dynamical systems.
为了实现上述目的,本发明采用了如下技术方案:一种用于无人驾驶汽车的发动机台架,包括实车数据采集系统和发动机台架运行系统,其中实车数据采集系统包括数据采集装置、OBD接口、IMU(惯性测量单元)、RTK终端和RTK基站,发动机台架运行系统包括电子刹车踏板、电子油门踏板、电子离合器踏板、发动机(可以是汽油机、柴油机或转子发动机等)、电子离合器、自动变速箱、动力系统控制器、可控负载、可控负载控制器、网关和实验台架控制系统,所述实验台架控制系统包括计算机硬件和软件平台两部分,所述软件平台包括读取采集装置数据模块、动力系统控制模型、控制器通信节点和结果对比分析模块组成。In order to achieve the above-mentioned purpose, the present invention adopts the following technical solutions: an engine gantry for unmanned vehicles, including a real vehicle data acquisition system and an engine gantry operation system, wherein the real vehicle data acquisition system includes a data acquisition device, OBD interface, IMU (Inertial Measurement Unit), RTK terminal and RTK base station, the engine bench operation system includes electronic brake pedal, electronic accelerator pedal, electronic clutch pedal, engine (can be gasoline engine, diesel engine or rotary engine, etc.), electronic clutch, Automatic gearbox, power system controller, controllable load, controllable load controller, gateway and test bench control system, the test bench control system includes two parts: computer hardware and software platform, the software platform includes reading It is composed of the data module of the acquisition device, the control model of the power system, the communication node of the controller and the result comparison and analysis module.
优选的,所述实车数据采集系统安装于在实际道路上运行的内燃机汽车上,用于采集汽车实际运行过程中的运动参数和系统参数;所述数据采集装置与所述RTK终端、所述OBD接口和所述IMU连接,所述数据采集装置的数据可以由所述读取采集装置数据模块读取进入所述实验台架控制系统中;所述数据采集装置通过所述OBD接口与汽车上的OBD诊断接口连接,通过CAN总线读取汽车和发动机的运行参数,如:车速、发动机转速、油门开度、自动变速箱档位、电子离合器闭合状态等;所述数据采集装置还与所述RTK终端和所述IMU连接,用于采集所述RTK终端和所述IMU的数据;所述RTK终端和所述RTK基站用于提供汽车运行时的实时时间和实时高精度定位,所述RTK终端和所述RTK基站由无线电进行通信,RTK指的是载波相位差分技术,是一种利用全球卫星导航系统的高精度定位系统,最高可以提供厘米级的定位精度,为了保证有稳定可靠信号,应尽量将所述RTK基站设置于空旷地带的高处,并尽量在空旷地带进行数据采集作业;所述IMU指的是惯性测量单元,主要用于测量汽车运行过程中的三维的加速度和角加速度,并可通过运动解算获得三维的速度、角速度、位移和角位移等数据。Preferably, the real vehicle data acquisition system is installed on an internal combustion engine vehicle running on an actual road, and is used to collect motion parameters and system parameters during the actual operation of the vehicle; the data acquisition device is connected with the RTK terminal, the The OBD interface is connected to the IMU, and the data of the data acquisition device can be read into the experimental bench control system by the reading and acquisition device data module; the data acquisition device is connected to the vehicle through the OBD interface The OBD diagnostic interface is connected, and the operating parameters of the car and the engine are read through the CAN bus, such as: vehicle speed, engine speed, accelerator opening, automatic transmission gear position, electronic clutch closed state, etc.; the data acquisition device is also connected with the The RTK terminal is connected to the IMU for collecting data of the RTK terminal and the IMU; the RTK terminal and the RTK base station are used to provide real-time time and real-time high-precision positioning when the vehicle is running, and the RTK terminal It communicates with the RTK base station by radio. RTK refers to the carrier phase difference technology, which is a high-precision positioning system using the global satellite navigation system, which can provide the highest positioning accuracy of centimeters. Try to set the RTK base station at a high place in the open area, and try to perform data collection operations in the open area; the IMU refers to the inertial measurement unit, which is mainly used to measure the three-dimensional acceleration and angular acceleration during the operation of the vehicle, Three-dimensional data such as velocity, angular velocity, displacement and angular displacement can be obtained through motion calculation.
优选的,所述IMU和所述RTK终端可以为所述软件平台中的所述动力系统控制模型提供更加丰富的控制参数,比如:所述IMU可以提供汽车的俯仰角信息以判断汽车是否上下坡,所述IMU可以提供汽车的偏航角信息以判断汽车是否转弯,所述IMU可以提供汽车的加减速度信息从而帮助判断是否为加减速工况。Preferably, the IMU and the RTK terminal can provide more abundant control parameters for the power system control model in the software platform, for example, the IMU can provide the pitch angle information of the car to judge whether the car is going up and downhill , the IMU can provide the yaw angle information of the car to determine whether the car is turning, and the IMU can provide the acceleration and deceleration information of the car to help determine whether it is an acceleration and deceleration condition.
优选的,所述数据采集装置还包括有实时时钟模块,在与所述RTK终端校时之后便可自由计时,为所述数据采集装置采集到的数据提供时间戳。Preferably, the data acquisition device further includes a real-time clock module, which can freely time the clock after time calibration with the RTK terminal, and provides a time stamp for the data collected by the data acquisition device.
优选的,所述发动机、所述电子离合器、所述自动变速箱和所述可控负载通过机械装置依次连接,所述发动机和所述自动变速箱应尽量与数据采集时所使用汽车上的发动机和自动变速箱型号保持一致或参数相近,以方便后期结果对照分析;所述可控负载主要用于模拟汽车实际运行过程中的工况,电机可以作为所述可控负载的一种选择。Preferably, the engine, the electronic clutch, the automatic transmission and the controllable load are sequentially connected through a mechanical device, and the engine and the automatic transmission should be as close as possible to the engine of the car used for data collection. It is consistent with the automatic transmission model or has similar parameters, so as to facilitate the comparison and analysis of the results in the later stage; the controllable load is mainly used to simulate the working conditions during the actual operation of the vehicle, and the motor can be used as a choice of the controllable load.
优选的,所述动力系统控制器与所述电子刹车踏板、所述电子离合器踏板、所述电子油门踏板、所述发动机、所述电子离合器和所述自动变速箱进行电气连接,所述动力系统控制器可以采集所述电子油门踏板和所述离合器踏板的信号,所述动力系统控制器可以控制所述发动机运行、控制所述电子离合器离合动力和所述自动变速箱换挡,并采集所述发动机和所述自动变速箱的运行参数,比如:发动机转速、油门开度(此处并非指油门踏板位置,对于汽油机指的是节气门位置;而对于高压共轨柴油机,则指的是喷油脉宽)、自动变速箱档位等。Preferably, the power system controller is electrically connected to the electronic brake pedal, the electronic clutch pedal, the electronic accelerator pedal, the engine, the electronic clutch and the automatic transmission, and the power system The controller can collect the signals of the electronic accelerator pedal and the clutch pedal, the power system controller can control the operation of the engine, control the clutch power of the electronic clutch and the shifting of the automatic transmission, and collect the The operating parameters of the engine and the automatic transmission, such as: engine speed, accelerator opening (here does not refer to the accelerator pedal position, for gasoline engines, it refers to the throttle position; for high-pressure common rail diesel engines, it refers to fuel injection pulse width), automatic transmission gear, etc.
优选的,所述动力系统控制器不同于传统的发动机ECU,所述动力系统控制器主要完成发动机台架传感器信号采集和执行器信号输出,而原本的计算和决策改由所述动力系统控制模型完成,这样可以充分满足计算性能要求,同时也方便了后期动力系统与无人车整车软件的集成与适配。Preferably, the power system controller is different from the traditional engine ECU. The power system controller mainly completes the acquisition of engine bench sensor signals and the output of actuator signals, and the power system control model is used for the original calculation and decision-making. Completed, this can fully meet the computing performance requirements, and also facilitate the integration and adaptation of the power system and the unmanned vehicle software in the later stage.
优选的,所述可控负载控制器与所述可控负载连接,所述可控负载控制器可以控制所述可控负载运行,并采集所述可控负载的运行数据。Preferably, the controllable load controller is connected to the controllable load, and the controllable load controller can control the operation of the controllable load and collect operation data of the controllable load.
优选的,所述网关的主要作用是所述动力系统控制器、所述可控负载控制器与所述实验台架控制系统通信的“桥梁”,完成通信协议的转换,所述网关的典型实例有CAN转USB卡或CAN转TCP/IP卡;所述网关与所述动力系统控制器、所述可控负载控制器和所述实验台架控制系统连接,所述网关可以把所述实验台架控制系统的控制指令下发给所述动力系统控制器和所述可控负载控制器,也可以把所述动力系统控制器和所述可控负载控制器采集到的数据上传到所述实验台架控制系统。Preferably, the main function of the gateway is to be a "bridge" for the communication between the power system controller, the controllable load controller and the test bench control system to complete the conversion of communication protocols. A typical example of the gateway is There are CAN to USB card or CAN to TCP/IP card; the gateway is connected with the power system controller, the controllable load controller and the experimental bench control system, and the gateway can connect the experimental bench The control instructions of the rack control system are sent to the power system controller and the controllable load controller, and the data collected by the power system controller and the controllable load controller can also be uploaded to the experiment. Gantry control system.
优选的,所述实验台架控制系统包括计算机硬件和软件平台。所述软件平台由读取采集装置数据模块、动力系统控制模型、控制器通信节点和结果对比分析模块组成。Preferably, the experimental bench control system includes a computer hardware and a software platform. The software platform is composed of a reading and collecting device data module, a power system control model, a controller communication node and a result comparison and analysis module.
所述软件平台中的所述读取采集装置数据模块用于读取所述数据采集装置中存储的数据,并对数据进行处理和时间同步。由于所述RTK终端输出数据的频率(通常约为10Hz左右)远小于所述IMU输出数据的频率,可以使用插补算法对所述RTK终端的定位数据进行插补,同样通过所述OBD接口采集的汽车运行的各项数据的频率也不完全相同且较低,也需要进行时间同步和相应的处理。The reading and collecting device data module in the software platform is used for reading the data stored in the data collecting device, and processing and time-synchronizing the data. Since the frequency of the data output by the RTK terminal (usually about 10 Hz) is much smaller than the frequency of the data output by the IMU, an interpolation algorithm can be used to interpolate the positioning data of the RTK terminal, which is also collected through the OBD interface. The frequency of each data of the car's operation is not exactly the same and lower, and time synchronization and corresponding processing are also required.
所述动力系统控制模型接收所述读取采集装置数据模块处理过的数据并进行解算,获得对动力系统各个执行机构的控制参数。The power system control model receives the data processed by the reading and collecting device data module and performs calculation to obtain control parameters for each actuator of the power system.
所述控制器通信节点接收所述动力系统控制模型生成的控制参数,按照通信协议生成数据帧,并通过所述网关传输到所述动力系统控制器和所述可控负载控制器上,进而实现对动力系统的控制。The controller communication node receives the control parameters generated by the power system control model, generates a data frame according to the communication protocol, and transmits it to the power system controller and the controllable load controller through the gateway, thereby realizing Control of the powertrain.
所述结果对比分析模块接收所述动力系统控制器和所述可控负载控制器采集到的数据,并与从所述读取采集装置数据模块接收到的数据进行对比,生成可视化图表,以便对所述动力系统控制模型和算法进行评估和改进。The result comparison and analysis module receives the data collected by the power system controller and the controllable load controller, and compares it with the data received from the reading and collecting device data module to generate a visual chart for The powertrain control models and algorithms are evaluated and improved.
所述发动机台架运行系统还可以根据需要进一步增加测试仪器,检测动力系统的其他运行参数,以进行更进一步的实验和分析。The engine bench operating system may further add test instruments as required to detect other operating parameters of the power system for further experiments and analysis.
另外,本发明还提供一种用于无人驾驶的发动机实验台架的实验方法,包括:In addition, the present invention also provides an experimental method for an unmanned engine test bench, comprising:
(1)记录内燃机汽车在实际道路上运行过程中的运动参数和系统参数;(1) Record the motion parameters and system parameters of the internal combustion engine vehicle in the process of running on the actual road;
(2)将数据输入到发动机实验台架系统中;(2) Input the data into the engine test bench system;
(3)对相关参数进行处理和运动模型解算;(3) Process the relevant parameters and calculate the motion model;
(4)输出控制指令控制台架运行并采集台架运行数据;(4) Output control commands to control the operation of the gantry and collect the operation data of the gantry;
(5)对比内燃机汽车实际运行过程中的数据和发动机实验台架的运行数据;(5) Compare the data during the actual operation of the internal combustion engine vehicle with the operation data of the engine test bench;
(6)对动力系统的控制模型和算法进行评价;(6) Evaluate the control model and algorithm of the power system;
(7)改进动力系统的控制模型和算法;(7) Improve the control model and algorithm of the power system;
(8)重复步骤(3)、(4)、(5)、(6)、(7)使得实验台架控制系统的运行数据与内燃机汽车实际运行过程中的数据之间的差异尽量小并满足预期要求。(8) Repeat steps (3), (4), (5), (6), (7) to make the difference between the operating data of the experimental bench control system and the data during the actual operation of the internal combustion engine vehicle as small as possible and satisfy Anticipated requirements.
本发明具有如下有益效果:The present invention has the following beneficial effects:
本发明可以用于对无人驾驶汽车的发动机的动力系统的控制模型和控制算法进行研究,以对控制模型和控制算法进行评估和改进,探索将先进的计算机和人工智能技术运用于对传统发动机的控制,这对于设计能用于无人驾驶汽车的内燃机动力系统具有积极意义,为使用内燃机动力的装备的智能化和无人化提供技术保证。The invention can be used to study the control model and control algorithm of the power system of the engine of the unmanned vehicle, so as to evaluate and improve the control model and control algorithm, and to explore the application of advanced computer and artificial intelligence technology to the traditional engine. This is of positive significance for the design of internal combustion engine power systems that can be used in unmanned vehicles, and provides technical guarantees for the intelligence and unmannedness of equipment using internal combustion engine power.
本发明亦可以用于研究同时具备人工控制模式和无人控制模式并可以进行模式切换的内燃机动力系统的控制方法。The invention can also be used to study the control method of the internal combustion engine power system which has both the manual control mode and the unmanned control mode and can switch the mode.
附图说明Description of drawings
为了更清楚地说明本发明实施例或现有技术中的技术方案,下面将对实施例或现有技术描述中所需要使用的附图作简单地介绍,显而易见地,下面描述中的附图仅仅是本发明的实施例,对于本领域普通技术人员来讲,在不付出创造性劳动的前提下,还可以根据提供的附图获得其他的附图。In order to explain the embodiments of the present invention or the technical solutions in the prior art more clearly, the following briefly introduces the accompanying drawings that need to be used in the description of the embodiments or the prior art. Obviously, the accompanying drawings in the following description are only It is an embodiment of the present invention. For those of ordinary skill in the art, other drawings can also be obtained according to the provided drawings without creative work.
图1为本发明提供的用于无人驾驶汽车的发动机实验台架的结构示意图;Fig. 1 is the structural representation of the engine test bench for unmanned vehicle provided by the present invention;
图2为本发明提供的用于无人驾驶汽车的发动机实验台架的实验方法流程图;Fig. 2 is the experimental method flow chart of the engine test bench for unmanned vehicle provided by the present invention;
图中:1-发动机台架运行系统;2-实验台架控制系统;3-计算机硬件;4-软件平台;5-网关;6-读取采集装置数据模块;7-动力系统控制模型;8-控制器通信节点;9-结果对比分析模块;10-RTK终端;11-数据采集装置;12-RTK基站;13-OBD接口;14-IMU;15-实车数据采集系统;16-可控负载控制器;17-可控负载;18-自动变速箱;19-动力系统控制器;20-电子离合器;21-发动机;22-电子油门踏板;23-电子离合器踏板;24-电子刹车踏板。In the figure: 1- Engine bench operating system; 2- Test bench control system; 3- Computer hardware; 4- Software platform; 5- Gateway; 6- Read acquisition device data module; 7- Power system control model; 8 -controller communication node; 9-result comparison analysis module; 10-RTK terminal; 11-data acquisition device; 12-RTK base station; 13-OBD interface; 14-IMU; 15-real vehicle data acquisition system; 16-controllable Load controller; 17-controllable load; 18-automatic transmission; 19-power system controller; 20-electronic clutch; 21-engine; 22-electronic accelerator pedal; 23-electronic clutch pedal; 24-electronic brake pedal.
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,显然,所描述的实施例仅仅是本发明一部分实施例,而不是全部的实施例。基于本发明中的实施例,本领域普通技术人员在没有做出创造性劳动前提下所获得的所有其他实施例,都属于本发明保护的范围。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. Obviously, the described embodiments are only a part of the embodiments of the present invention, but not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by those of ordinary skill in the art without creative efforts shall fall within the protection scope of the present invention.
本发明实施例1公开了一种用于无人驾驶汽车的发动机实验台架,主要包括两大部分:实车数据采集系统15和发动机台架运行系统1,其中实车数据采集系统15包括:数据采集装置11、OBD接口13、IMU14(惯性测量单元)、RTK终端10和RTK基站12;发动机台架运行系统1包括:电子刹车踏板24、电子油门踏板22、电子离合器踏板23、发动机21(可以是汽油机、柴油机或转子发动机等)、电子离合器20、自动变速箱18、动力系统控制器19、可控负载17、可控负载控制器16、网关5和实验台架控制系统2,实验台架控制系统2包括计算机硬件3和软件平台4,软件平台4包括读取采集装置数据模块6、动力系统控制模型7、控制器通信节点8和结果对比分析模块9组成。Embodiment 1 of the present invention discloses an engine test bench for an unmanned vehicle, which mainly includes two parts: a real vehicle
实车数据采集系统15安装于在实际道路上运行的内燃机汽车上,用于采集汽车实际运行过程中的运动参数和系统参数;数据采集装置11与RTK终端10、OBD接口13和IMU14连接,数据采集装置11的数据可以由读取采集装置数据模块6读取进入实验台架控制系统2中;数据采集装置11通过OBD接口13与汽车上的OBD诊断接口连接,通过CAN总线读取汽车和发动机的运行参数,如:车速、发动机转速、油门开度、自动变速箱档位、电子离合器闭合状态等;数据采集装置11还与RTK终端10和IMU14连接,用于采集RTK终端10和IMU14的数据;RTK终端10和RTK基站12用于提供汽车运行时的实时时间和实时高精度定位,RTK终端10和RTK基站12由无线电进行通信,RTK指的是载波相位差分技术,是一种利用全球卫星导航系统的高精度定位系统,最高可以提供厘米级的定位精度,为了保证有稳定可靠信号,应尽量将RTK基站12设置于空旷地带的高处,并尽量在空旷地带进行数据采集作业;IMU14指的是惯性测量单元,主要用于测量汽车运行过程中的三维的加速度和角加速度,并可通过运动解算获得速度、角速度、位移和角位移等数据。The real vehicle
IMU14和RTK终端10可以为软件平台4中的动力系统控制模型7提供更加丰富的控制参数,比如:IMU14可以提供汽车的俯仰角信息以判断汽车是否上下坡,IMU14可以提供汽车的偏航角信息以判断汽车是否转弯,IMU14可以提供汽车的加减速度信息从而帮助判断是否为加减速工况。The
数据采集装置11还包括有实时时钟模块,在与RTK终端10校时之后便可自由计时,为数据采集装置11采集到的数据提供时间戳。The data acquisition device 11 also includes a real-time clock module, which can freely time the clock after the time calibration with the RTK terminal 10 , and provides a time stamp for the data collected by the data acquisition device 11 .
发动机台架运行系统1中的发动机21、电子离合器20、自动变速箱18和可控负载17通过机械装置依次连接,发动机21和自动变速箱18应尽量与数据采集时所使用汽车上的发动机和自动变速箱型号保持一致或参数相近,以方便后期结果对照分析。可控负载17主要用于模拟汽车实际运行过程中的工况,电机可以作为可控负载17的一种选择。The engine 21, the
动力系统控制器19与电子刹车踏板24、电子离合器踏板23、电子油门踏板22、发动机21、电子离合器20和自动变速箱18进行电气连接,动力系统控制器19可以采集电子油门踏板22和所诉离合器踏板23的信号,动力系统控制器19可以控制发动机21运行、控制电子离合器20离合动力和自动变速箱18换挡,并采集发动机21和自动变速箱18的运行参数,比如:发动机转速、油门开度(此处并非指油门踏板位置,对于汽油机指的是节气门位置;而对于高压共轨柴油机,则指的是喷油脉宽)、自动变速箱档位等。The
动力系统控制器19不同于传统的发动机ECU,动力系统控制器19主要完成发动机台架传感器信号采集和执行器信号输出,而原本的计算和决策改由动力系统控制模型7完成,这样可以充分满足计算性能要求,同时也方便了后期动力系统与无人车整车软件的集成与适配。The
可控负载控制器16与可控负载17连接,可控负载控制器16可以控制可控负载17运行,并采集可控负载17的运行数据。The
网关5的主要作用是动力系统控制器19、可控负载控制器16与实验台架控制系统2通信的“桥梁”,完成通信协议的转换,网关5的典型实例有CAN转USB卡或CAN转TCP/IP卡;网关5与动力系统控制器19、可控负载控制器16和实验台架控制系统2连接,网关5可以把实验台架控制系统2的控制指令下发给动力系统控制器19和可控负载控制器16,也可以把动力系统控制器19和可控负载控制器16采集到的数据上传到实验台架控制系统2。The main function of the gateway 5 is the "bridge" for the communication between the
实验台架控制系统2包括计算机硬件3和软件平台4。软件平台由读取采集装置数据模块6、动力系统控制模型7、控制器通信节点8和结果对比分析模块9组成。The experimental bench control system 2 includes computer hardware 3 and a software platform 4 . The software platform consists of a reading and collecting device data module 6 , a power system control model 7 , a controller communication node 8 and a result comparison and analysis module 9 .
软件平台4中的读取采集装置数据模块6用于读取数据采集装置11中存储的数据,并对数据进行处理和时间同步。由于RTK终端10输出数据的频率(通常约为10Hz左右)远小于IMU14输出数据的频率,可以使用插补算法对RTK终端10的定位数据进行插补,同样通过OBD接口13采集的汽车运行的各项数据的频率也不完全相同且较低,也需要进行时间同步和相应的处理。The reading and collecting device data module 6 in the software platform 4 is used for reading the data stored in the data collecting device 11, and processing and time-synchronizing the data. Since the frequency of the data output by the RTK terminal 10 (usually about 10 Hz) is much smaller than the frequency of the data output by the
动力系统控制模型7接收读取采集装置数据模块6处理过的数据并进行解算,获得对动力系统各个执行机构的控制参数。The power system control model 7 receives the data processed by the data module 6 of the reading acquisition device and performs calculation to obtain the control parameters for each actuator of the power system.
控制器通信节点9接收动力系统控制模型7生成的控制参数,按照通信协议生成数据帧,并通过网关传输到动力系统控制器19和可控负载控制器16上,进而实现对动力系统的控制。The controller communication node 9 receives the control parameters generated by the power system control model 7, generates a data frame according to the communication protocol, and transmits it to the
结果对比分析模块9接收动力系统控制器19和可控负载控制器17采集到的数据,并与从读取采集装置数据模块6接收到的数据进行对比,生成可视化图表,以便对动力系统控制模型和算法进行评估和改进。The result comparison and analysis module 9 receives the data collected by the
发动机台架运行系统1还可以根据需要进一步增加测试仪器,检测动力系统的其他运行参数,以进行更进一步的实验和分析。The engine bench operating system 1 may further add test instruments as required to detect other operating parameters of the power system for further experiments and analysis.
本发明公开了实施例2为用于无人驾驶汽车的发动机台架的实验方法:该发动机台架的实验方法和流程参考图2:The present invention discloses the experimental method of the engine bench used for the unmanned vehicle in Embodiment 2: the experimental method and process of the engine bench refer to Fig. 2:
(1)实车数据采集系统15记录内燃机汽车在实际道路上运行过程中的运动参数和系统参数;(1) The real vehicle
(2)将运动参数和系统参数输入到发动机台架运行系统1中;(2) Input the motion parameters and system parameters into the engine stand operation system 1;
(3)发动机台架运行系统1对相关参数进行处理和运动模型解算;(3) The engine bench operating system 1 processes the relevant parameters and calculates the motion model;
(4)输出控制指令控制台架运行并采集台架运行数据;(4) Output control commands to control the operation of the gantry and collect the operation data of the gantry;
(5)结果对比分析模块9对比内燃机汽车实际运行过程中的数据和发动机实验台架的运行数据;(5) The result comparison and analysis module 9 compares the data in the actual operation process of the internal combustion engine vehicle and the operation data of the engine test bench;
(6)对动力系统的控制模型和算法进行评价;(6) Evaluate the control model and algorithm of the power system;
(7)改进动力系统的控制模型和算法;(7) Improve the control model and algorithm of the power system;
(8)重复步骤(3)、(4)、(5)、(6)、(7)使得发动机实验台架的运行数据与内燃机汽车实际运行过程中的数据之间的差异尽量小并满足预期要求。(8) Repeat steps (3), (4), (5), (6), (7) to make the difference between the operating data of the engine test bench and the data during the actual operation of the internal combustion engine vehicle as small as possible and meet expectations Require.
本发明创造性地将RTK终端采集的高精度定位参数和IMU(惯性导航单元)采集的三维的加速度、角加速度和计算得到的三维的速度、角速度、位移、角位移等参数作为动力系统模型和算法的输入控制参数,以OBD接口采集的在实际道路上运行的内燃机汽车的发动机转速、车速、油门开度等状态参数为控制目标,使得实验台架上的发动机可以根据汽车运动状态自动进行控制,实现发动机的智能化和无人化。The invention creatively uses the high-precision positioning parameters collected by the RTK terminal, the three-dimensional acceleration and angular acceleration collected by the IMU (Inertial Navigation Unit), and the calculated three-dimensional velocity, angular velocity, displacement, angular displacement and other parameters as the dynamic system model and algorithm. The input control parameters of the test bench take the engine speed, vehicle speed, accelerator opening and other state parameters of the internal combustion engine vehicle running on the actual road collected by the OBD interface as the control target, so that the engine on the test bench can be automatically controlled according to the motion state of the vehicle, Realize the intelligent and unmanned engine.
本发明可以用于对无人驾驶汽车的发动机的动力系统的控制模型和控制算法进行研究,以对控制模型和控制算法进行评估和改进。The present invention can be used to study the control model and control algorithm of the power system of the engine of the unmanned vehicle, so as to evaluate and improve the control model and control algorithm.
本发明可以用于探索将先进的计算机和人工智能技术运用于对传统发动机的控制,这对于设计能用于无人驾驶汽车的内燃机动力系统具有积极意义,可以为使用内燃机动力的装备的智能化和无人化提供技术保证。The invention can be used to explore the application of advanced computer and artificial intelligence technology to the control of traditional engines, which has positive significance for designing an internal combustion engine power system that can be used for unmanned vehicles, and can be used for the intelligentization of equipment using internal combustion engine power. And unmanned to provide technical guarantee.
本发明亦可以用于研究同时具备人工控制模式和无人控制模式并可以进行模式切换的内燃机动力系统的控制方法。The invention can also be used to study the control method of the internal combustion engine power system which has both the manual control mode and the unmanned control mode and can switch the mode.
本说明书中各个实施例采用递进的方式描述,每个实施例重点说明的都是与其他实施例的不同之处,各个实施例之间相同相似部分互相参见即可。对于实施例公开的装置而言,由于其与实施例公开的方法相对应,所以描述的比较简单,相关之处参见方法部分说明即可。The various embodiments in this specification are described in a progressive manner, and each embodiment focuses on the differences from other embodiments, and the same and similar parts between the various embodiments can be referred to each other. As for the device disclosed in the embodiment, since it corresponds to the method disclosed in the embodiment, the description is relatively simple, and the relevant part can be referred to the description of the method.
对所公开的实施例的上述说明,使本领域专业技术人员能够实现或使用本发明。对这些实施例的多种修改对本领域的专业技术人员来说将是显而易见的,本文中所定义的一般原理可以在不脱离本发明的精神或范围的情况下,在其它实施例中实现。因此,本发明将不会被限制于本文所示的这些实施例,而是要符合与本文所公开的原理和新颖特点相一致的最宽的范围。The above description of the disclosed embodiments enables any person skilled in the art to make or use the present invention. Various modifications to these embodiments will be readily apparent to those skilled in the art, and the generic principles defined herein may be implemented in other embodiments without departing from the spirit or scope of the invention. Thus, the present invention is not intended to be limited to the embodiments shown herein, but is to be accorded the widest scope consistent with the principles and novel features disclosed herein.
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