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Development of a Low-cost Hardware-in-the-loop Simulation System as a Test Bench for Anti-lock Braking System 被引量:5
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作者 ZHANG Wei DING Nenggen +2 位作者 CHEN Moran YU Guizhen XU Xiangyang 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2011年第1期98-104,共7页
Nowadays validation of anti-lock braking systems(ABS) relies mainly on a large amount of road tests.An alternative means with higher efficiency is employing the hardware-in-the-loop simulation(HILS) system to subs... Nowadays validation of anti-lock braking systems(ABS) relies mainly on a large amount of road tests.An alternative means with higher efficiency is employing the hardware-in-the-loop simulation(HILS) system to substitute part of road tests for designing,testing,and tuning electronic control units(ECUs) of ABS.Most HILS systems for ABS use expensive digital signal processor hardware and special purpose software,and some fail-safe functions with regard to wheel speeds cannot be evaluated since artificial wheel speed signals are usually provided.In this paper,a low-cost ABS HILS test bench is developed and used for validating the anti-lock braking performance and tuning control parameters of ABS controllers.Another important merit of the proposed test bench is that it can comprehensively evaluate the fail-safe functions with regard to wheel speed signals since real tone rings and sensors are integrated in the bench.A 5-DOF vehicle model with consideration of longitudinal load transfer is used to calculate tire forces,wheel speeds and vehicle speed.Each of the four real-time wheel speed signal generators consists of a servo motor plus a ring gear,which has sufficient dynamic response ability to emulate the rapid changes of the wheel speeds under strict braking conditions of very slippery roads.The simulation of braking tests under different road adhesion coefficients using the HILS test bench is run,and results show that it can evaluate the anti-lock braking performance of ABS and partly the fail-safe functions.This HILS system can also be used in such applications as durability test,benchmarking and comparison between different ECUs.The test bench developed not only has a relatively low cost,but also can be used to validate the wheel speed-related ECU design and all its fail-safe functions,and a rapid testing and proving platform with a high efficiency for research and development of the automotive ABS is therefore provided. 展开更多
关键词 hardware-in-the-loop simulationhils anti-lock braking systems(ABS) electronic control units(ECU)
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Realization of nonlinear PID with feed-forward controller for 3-DOF flight simulator and hardware-in-the-loop simulation 被引量:3
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作者 Duan Haibin Wang Daobo Yu Xiufen 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2008年第2期342-345,共4页
As friction, intrinsic steady-state nonlinearity poses a challenging dilemma to the control system of 3-DOF (three degree of freedom) flight simulator, a novel hybrid control strategy of nonlinear PID (proportional... As friction, intrinsic steady-state nonlinearity poses a challenging dilemma to the control system of 3-DOF (three degree of freedom) flight simulator, a novel hybrid control strategy of nonlinear PID (proportionalintegral-derivative) with additional FFC (feed-forward controller) is proposed, and the hardware-in-the-loop simulation results are also given. Based on the description of 3-DOF flight simulator, a novel nonlinear PID theory is well introduced. Then a nonlinear PID controller with additional FFC is designed. Subsequently, the loop structure of 3-DOF flight simulator is also designed. Finally, a series of hardware-in-the-loop simulation experiments are undertaken to verify the feasibility and effectiveness of the proposed nonlinear PID controller with additional FFC for 3-DOF flight simulator. 展开更多
关键词 flight simulator nonlinear PID FFC hardware-in-the-loop.
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Studyon hardware-in-the-loopsimulation of beer fermentation system
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作者 姚超修 郑娟娟 +1 位作者 蒋玉龙 赵有波 《Journal of Measurement Science and Instrumentation》 CAS 2014年第1期71-74,共4页
Beer fermentation process is a complex biochemical reaction process.It is the most important to control temperature of the wort in fermentation tank in accordance with the beer fermentation temperature curve so as to ... Beer fermentation process is a complex biochemical reaction process.It is the most important to control temperature of the wort in fermentation tank in accordance with the beer fermentation temperature curve so as to ensure the completion of fermentation.The controlled object is characterized by large inertia,long time delay and mutual coupling of three temperature areas.Based on this,a temperature control method for beer fermentation system is designed.Using digital incremental proportion integration differentiation (PID) control algorithm,the controlled quantity is transmitted to the controlled object after diagonal matrix decoupling.This simulation system can be completed in laboratory using VB and Kingview software,so it has the features of good security and low cost.It is very suitable for experimental teaching. 展开更多
关键词 beer fermentation system hardware-in-the-loop simulation diagonal matrix decoupling proportion integration differentiation (PID) control algorithm
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Hardware-in-the-Loop Simulation System for Space Manipulator Docking: Model,Stability and Experimental Evaluation 被引量:1
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作者 Simiao Yu Shutao Zheng +2 位作者 Yu Yang Zhiyong Qu Junwei Han 《Journal of Beijing Institute of Technology》 EI CAS 2020年第1期89-102,共14页
A manipulator-type docking hardware-in-the-loop(HIL)simulation system is proposed in this paper,with further development of the space docking technology and corresponding requirements of the engineering project.First,... A manipulator-type docking hardware-in-the-loop(HIL)simulation system is proposed in this paper,with further development of the space docking technology and corresponding requirements of the engineering project.First,the structure of the manipulator-type HIL simulation system is explained.The mass and the flexibility of the manipulator has an important influence on the stability of the HIL system,which is the premise of accurately simulating actual space docking.Thus,the docking HIL simulation models of rigid,flexible and flexible-light space manipulators are established.The characteristics of the three HIL systems are studied from three important aspects:the system parameter configuration relation,the system stability condition and the dynamics frequency simulation ability.The key conclusions obtained were that the system satisfies stability or reproduction accuracy.Meanwhile,the influence of different manipulators on the system stability is further analyzed.The accuracy of the calculated results is verified experimentally. 展开更多
关键词 MANIPULATOR DOCKING hardware-in-the-loop(hil)simulation parameter configuration STABILITY condition dynamics frequency simulation CAPABILITY
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SPACECRAFT DOCKING SIMULATION USING HARDWARE-IN-THE-LOOP SIMULATOR WITH STEWART PLATFORM 被引量:12
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作者 Huang Qitao Jiang Hongzhou Zhang Shangying Han Junwei 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2005年第3期415-418,共4页
A ground-based hardware-in-the-loop (HIL) simulation system with hydraulically driven Stewart platform for spacecraft docking simulation is presented. The system is used for simulating docking process of the on-orbi... A ground-based hardware-in-the-loop (HIL) simulation system with hydraulically driven Stewart platform for spacecraft docking simulation is presented. The system is used for simulating docking process of the on-orbit spacecraft. Principle and structure of the six-degree-of-freedom simulation system are introduced. The docking process dynamic of the vehicles is modeled. Experiment results and mathematical simulation data are compared to validating the simulation system. The comparisons of the results prove that the simulation system proposed can effectively simulate the on-orbit docking process of the spacecraft. 展开更多
关键词 Spacecraft docking hardware-in-the-loop simulation Dynamic modeling Stewart platforms
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Hardware-in-the-loop simulation of communication networks 被引量:3
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作者 杨杰 李寅 《Journal of Beijing Institute of Technology》 EI CAS 2012年第3期376-381,共6页
To enhance the fidelity and accuracy of the simulation of communication networks,hardware-in-the-loop(HITL) simulation was employed.HITL simulation methods was classified into three categories,of which the merits an... To enhance the fidelity and accuracy of the simulation of communication networks,hardware-in-the-loop(HITL) simulation was employed.HITL simulation methods was classified into three categories,of which the merits and shortages were compared.Combing system-in-the-loop(SITL) simulation principle with high level architecture(HLA),an HITL simulation model of asynchronous transfer mode(ATM) network was constructed.The throughput and end-to-end delay of all-digital simulation and HITL simulation was analyzed,which showed that HITL simulation was more reliable and effectively improved the simulation credibility of communication network.Meanwhile,HLA-SITL method was fast and easy to achieve and low-cost during design lifecycle.Thus,it was a feasible way to research and analyze the large-scale network. 展开更多
关键词 hardware-in-the-loop(HITL) simulation high level architecture(HLA) system-in-the-loop(SITL) asynchronous transfer mode(ATM) network
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硬件在环(HIL)的飞行力学仿真实验设计
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作者 张晓晖 吕新颖 余文胜 《中国现代教育装备》 2025年第7期23-25,29,共4页
针对飞行力学课程涉及多方面知识、内容抽象、学生难以理解的实际情况,设计了一套硬件在环(HIL)的飞行力学仿真实验装置,借助此装置开展了体验/验证性实验、测量/分析性实验和综合创新性实验等不同难度、不同层次的飞行力学实验,使课程... 针对飞行力学课程涉及多方面知识、内容抽象、学生难以理解的实际情况,设计了一套硬件在环(HIL)的飞行力学仿真实验装置,借助此装置开展了体验/验证性实验、测量/分析性实验和综合创新性实验等不同难度、不同层次的飞行力学实验,使课程内容形象化、实物化,辅助课程教学。实验装置主要包括可视化软件部分、航模硬件部分、飞行操作系统和数据分析系统四部分,通过实验设计可调整参数的控制器和数据的实时传输,实现了飞行仿真模型及实物模型的可视化。实验装置不仅成本低,而且易于二次开发,功能扩展方便,推广价值较高。 展开更多
关键词 飞行力学 硬件在环 仿真实验 教学设备
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Hardware-in-the-Loop Simulation of Vibration Control of Stay Cables with Damper Based on dSPACE System
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作者 ZHOU Qunmei CHENG Pengju PENG Wei 《Journal of Donghua University(English Edition)》 CAS 2021年第3期257-263,共7页
A simple and economical method based on dSPACE system is developed to measure the effect of cable vibration control.The experiments,numerical simulation and hardware-in-the-loop(HIL)simulation are carried out for the ... A simple and economical method based on dSPACE system is developed to measure the effect of cable vibration control.The experiments,numerical simulation and hardware-in-the-loop(HIL)simulation are carried out for the vibration control of stay cables with dampers.Firstly,the test results of solid cable vibration under harmonic excitation are compared with the numerical simulation results of cable vibration to ensure the correctness of the simulation of cable module.Then,the vibration test results of solid cable with damper under harmonic excitation are compared with the numerical simulation results of solid cable with damper to ensure the correctness of the relevant modules.Finally,the external load and the cable are imported into the real-time simulation system to simulate the control effect of the damper under the current excitation in real time.The results show that the simulation is correct and the HIL simulation is feasible in the bridge engineering. 展开更多
关键词 stay cable vibration control dSPACE system hardware-in-the-loop(hil)simulation
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New Solution on Distributed Hardware-in-the-Loop Radar System Simulation on HLA
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作者 刘伟 曾涛 李海 《Journal of Beijing Institute of Technology》 EI CAS 2003年第S1期81-85,共5页
In the large-scale distributed hardware-in-the-loop radar simulation system based on HLA, a new solution of processing after acquisition is proposed, which separates the software subsystem from the hardware jammer sub... In the large-scale distributed hardware-in-the-loop radar simulation system based on HLA, a new solution of processing after acquisition is proposed, which separates the software subsystem from the hardware jammer subsystem by a response database, so as to settle the problem, that the software subsystem can not meet the real-time need of the hardware, with very little increment of code. And the data completeness and feasibility of this solution are discussed. 展开更多
关键词 distributed simulation hardware-in-the-loop (HITL) HLA RADAR
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Control strategies and hardware-in-the-loop simulation for bus signal priority
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作者 Ren Gang Lu Jian Zhou Zhuping 《Engineering Sciences》 EI 2010年第1期59-63,70,共6页
It is considered as an important and effective means to give priority to the development of public transit which can improve the efficiency of transportation resources utilization and alleviate traffic jams. Public tr... It is considered as an important and effective means to give priority to the development of public transit which can improve the efficiency of transportation resources utilization and alleviate traffic jams. Public transit signal priority belongs to the "time priority" among the right-of-way priorities. After reviewing the existing bus priority signal control strategies and the advances in related technologies at home and abroad, this article analyzed the breakthrough direction of the bus signal priority design technologies suitable for China's conditions, and then proposed the hardware and software systems and the modules for the bus priority signal control system. Finally, the hardware-in-the-loop simulation (HILS) was introduced to evaluate bus priority signal control programs in order to optimize the control strategies. 展开更多
关键词 bus priority signal control strategy hardware-in-the-loop simulation
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Feedforward compensation-based L1 adaptive control for aeropropulsion system test facility and hardware-in-the-loop verification
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作者 Jiashuai LIU Ai HE +1 位作者 Xitong PEI Yifu LONG 《Chinese Journal of Aeronautics》 2025年第3期85-95,共11页
Aeropropulsion System Test Facility (ASTF) is required to accurately control the pressure and temperature of the airflow to test the performance of the aero-engine. However, the control accuracy of ASTF is significant... Aeropropulsion System Test Facility (ASTF) is required to accurately control the pressure and temperature of the airflow to test the performance of the aero-engine. However, the control accuracy of ASTF is significantly affected by the flow disturbance caused by aero-engine acceleration and deceleration. This would reduce the credibility of ASTF’s test results for the aero-engine. Therefore, first, this paper proposes a feedforward compensation-based L1 adaptive control method for ASTF to address this problem. The baseline controller is first designed based on ideal uncoupled closed-loop dynamics to achieve dynamic decoupling. Then, L1 adaptive control is adopted to deal with various uncertainties and ensure good control performance. To further enhance the anti-disturbance performance, a feedforward strategy based on disturbance prediction is designed in the L1 adaptive control framework to compensate for the unmatched flow disturbance, which cannot be measured directly. In addition, this strategy takes into account the effects of actuator dynamics. With this method, the feedforward term can be determined from the nominal model parameters despite uncertainties. Finally, to demonstrate the effectiveness of the proposed method, various comparative experiments are performed on a hardware-in-the-loop system of ASTF. The experimental results show that the proposed method possesses excellent tracking performance, anti-disturbance performance and robustness. 展开更多
关键词 L_(1)adaptive control Feedforward compensation DISTURBANCE COUPLING hardware-in-the-loop simulation Aeropropulsion system test facility
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HIL Simulation of a Mixed Islanded Power Network with External DSP Regulator
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作者 Nicolas Junod Philippe Allenbach +3 位作者 Sylvain Robert Andre Hodder Gyorgy Banyai Basile Kawkabani 《Journal of Energy and Power Engineering》 2012年第7期1106-1113,共8页
The present paper deals with the development of a modular, flexible and structured block to block approach for the study of regulators by implementing the different blocks on a DSP (digital signal processor). The pr... The present paper deals with the development of a modular, flexible and structured block to block approach for the study of regulators by implementing the different blocks on a DSP (digital signal processor). The proposed low-cost approach has been applied and validated by the implementation of an industrial regulator in a real time hardware-in-the-loop simulation of a mixed islanded power network including precise models of the hydraulic system. The studied network is constituted of three different types of electrical power generation systems and a consumer. 展开更多
关键词 DSP (digital signal processors) RTS (real time systems) power system simulation PWM (pulse width modulation) REGULATORS hil hardware-in-the-loop simulation DLL (dynamic link library).
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基于HIL仿真系统的智能驾驶技术研究
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作者 詹灯辉 宋振广 +3 位作者 巫辉燕 钱文国 黄燊 梁正飞 《汽车电器》 2025年第2期1-5,共5页
随着智能驾驶技术的快速发展,对智能驾驶功能的测试需求日益迫切。传统基于真实道路的测试存在诸多限制,而硬件在环(HIL)仿真系统测试可以在受控环境下高效、安全地评估智能驾驶功能。文章提出一种基于HIL的智能驾驶功能测试系统,包括... 随着智能驾驶技术的快速发展,对智能驾驶功能的测试需求日益迫切。传统基于真实道路的测试存在诸多限制,而硬件在环(HIL)仿真系统测试可以在受控环境下高效、安全地评估智能驾驶功能。文章提出一种基于HIL的智能驾驶功能测试系统,包括车辆模型、环境模型、传感器模型和仿真模型。基于Simulink以及dSPACE软硬件环境设计典型辅助驾驶系统的多核仿真,对自动驾驶和辅助驾驶功能进行仿真测试和结果分析。研究表明,所提出的HIL测试系统能有效验证智能驾驶功能,为其在真实环境的应用奠定基础。 展开更多
关键词 智能驾驶 硬件在环仿真 simulINK dSPACE工具
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发动机HILS系统中曲轴转速与凸轮相位信号模拟 被引量:2
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作者 张永光 吴锋 +2 位作者 方正 姚栋伟 罗端 《浙江大学学报(工学版)》 EI CAS CSCD 北大核心 2011年第7期1221-1226,共6页
为了实现发动机HILS系统中曲轴转速信号与凸轮轴相位信号的精确模拟与同步,在了解这2种传感器工作原理的基础上,针对某四缸多点电控燃油喷射汽油机进行标定实验,测得曲轴与凸轮轴传感器信号随转速的变化规律及相互间的同步关系.在基于xP... 为了实现发动机HILS系统中曲轴转速信号与凸轮轴相位信号的精确模拟与同步,在了解这2种传感器工作原理的基础上,针对某四缸多点电控燃油喷射汽油机进行标定实验,测得曲轴与凸轮轴传感器信号随转速的变化规律及相互间的同步关系.在基于xPC Target的双机系统开发环境中,利用Matlab/Simulink/Stateflow等工具建立这2种信号的模拟及同步模型,针对不同转速下发动机台架测试数据和模型平台仿真结果进行对比实验验证.结果表明,该模型设计方法简单,信号模拟精度高,信号同步关系精确,具有很强的通用性,可以很好地满足发动机ECU HILS系统开发平台的需求. 展开更多
关键词 硬件在环仿真(hils) 曲轴转速 凸轮轴相位 信号模拟 同步
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Hardware in Loop Simulation for Emergency Communication Mobile Ad Hoc Network
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作者 杨杰 安建平 刘珩 《Journal of Beijing Institute of Technology》 EI CAS 2007年第4期476-480,共5页
For the research of mobile Ad hoc network (MANET), hardware in the loop simulation (HILS) is introduced to improve simulation fidelity. The architectures and frameworks of HILS system are discussed. Based on HILS and ... For the research of mobile Ad hoc network (MANET), hardware in the loop simulation (HILS) is introduced to improve simulation fidelity. The architectures and frameworks of HILS system are discussed. Based on HILS and QualNet network simulator, two kinds of simulation frameworks for MANET multicast emergency communication network are proposed. By running simulation under this configuration and doing experiments with on-demand multicast routing protocol (ODMRP), unicast and multicast functions of this protocol are tested. Research results indicate that HILS method can effectively reduce the difficulty of system modeling and improve precision of simulation, and can further accelerate transition from design to system deployment. 展开更多
关键词 hardware-in-the-loop simulation mobile Ad hoc network multicast routing protocol
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Design of an Integrated SITL and HITL Simulation System for the Control of a Loitering Aerial Vehicle
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作者 王正杰 范宁军 张辉 《Journal of Beijing Institute of Technology》 EI CAS 2010年第2期177-182,共6页
An investigation into the aircraft flight simulation and control system is presented in this paper. The study was firstly focused on the establishment of an integrated hardware-in-the-loop(HITL) platform for aircraf... An investigation into the aircraft flight simulation and control system is presented in this paper. The study was firstly focused on the establishment of an integrated hardware-in-the-loop(HITL) platform for aircraft flight simulation based on MATLAB/Simulink + dSPACE. The platform combines the abundant software and hardware resources of dSPACE simulation platform to simulate the flight attitude of an aircraft in six-DOF ( degree of freedom) motion. Based on the platform, the study was then focused on the flight numerical simulation by taking a loitering aerial vehicle as an example. An aircraft mathematical model was created for a modular design and off-line numerical simulation based on MATLAB/Simulink. Finally, the study was focused on the control system design of the loitering aerial vehicle and conduct of an HITL simulation experiment for the vehicle pitch control. The experiment verifies the system design and control effectiveness. Research results show that the dSPACE simulation system provides a real time good experimental platform to improve the efficiency of study and development of a flight control system. 展开更多
关键词 hardware-in-the-loop (HITL) simulation software-in-the-loop (SITL) platform numerical simu-lation DSPACE loitering aerial vehicle flight control system
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FPGA-Based Real-Time Simulation of Modular Multilevel Converter HVDC Systems
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作者 Luc-André Grégoire Jean Bélanger Wei Li 《Journal of Energy and Power Engineering》 2012年第7期1119-1125,共7页
AC-HVDC-AC energy conversion systems using MMC (modular multilevel converters) are becoming popular to integrate distributed energy systems to the main grid. Such multilevel converters pose a serious problems for H... AC-HVDC-AC energy conversion systems using MMC (modular multilevel converters) are becoming popular to integrate distributed energy systems to the main grid. Such multilevel converters pose a serious problems for HIL (hardware in the loop) simulators required for control, protection design and testing due to the large number of cells that must be simulated individually using very small time steps. This paper demonstrates the advantages of using a very small time step to simulate a MMC topology. The MMC is implemented on FPGA (fiel-programmable gate array) to simulate fast transient with a time step of 250 ns. The AC network and HVDC bus is simulated on the PC, with a slower time step of 10 μs to 20 μs. The simulator architecture and the components simulated on the FPGA and on the PC will be discussed, as well as the method allowing the interconnection of this slow and fast system. 展开更多
关键词 FPGA simulation modular multi-level voltage source converters (MMC) MMC converter real-time simulation hilhardware-in-the-loop).
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FPGA-Based Real-Time Simulation of Renewable Energy Source Power Converters
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作者 Tamais Kokenyesi Istvan Varjasi 《Journal of Energy and Power Engineering》 2013年第1期168-177,共10页
Developing the control of modem power converters is a very expensive and time-consuming task. Time to market can take unacceptable long. FPGA-based real-time simulation of a power stage with analog measured signals ca... Developing the control of modem power converters is a very expensive and time-consuming task. Time to market can take unacceptable long. FPGA-based real-time simulation of a power stage with analog measured signals can reduce significantly the cost and time of testing a product. This new approach is known as HIL (hardware-in-the-loop) testing. A general power converter consists of two main parts: a power level (main circuit) and a digital controller unit, which is usually realized by using some kind of DSP. Testing the controller HW and SW is quite problematic: live tests with a completely assembled converter can be dangerous and expensive. A low-power model of the main circuit can be built under laboratory conditions, but it will have parameters (e.g. time constants and relative losses) differing from the ones of the original system. The solution is the HIL simulation of the main circuit. With this method the simulator can be completely transparent for the controller unit, unlike other computer based simulation methods The subject of this paper is to develop such a real-time simulator using FPGA. The modeled circuit is a three-phase inverter, which is widely used in power converters of renewable energy sources. 展开更多
关键词 hil real-time simulation FPGA three-phase inverter solar converters.
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重卡AMT控制系统HIL仿真设计与应用研究
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作者 何琪 夏佳磊 刘俊明 《汽车电器》 2024年第7期81-83,共3页
文章首先介绍AMT控制系统的基本原理,然后基于dSPACE实时仿真系统搭建AMT控制系统输入输出对象模型以及整车动力学模型,应用仿真的环境模拟驾驶员的各种驾驶工况,对AMT控制软件进行全面的测试验证,有效地缩短开发周期,降低开发成本,提... 文章首先介绍AMT控制系统的基本原理,然后基于dSPACE实时仿真系统搭建AMT控制系统输入输出对象模型以及整车动力学模型,应用仿真的环境模拟驾驶员的各种驾驶工况,对AMT控制软件进行全面的测试验证,有效地缩短开发周期,降低开发成本,提高软件成熟度。 展开更多
关键词 AMT hil 仿真测试
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基于车载以太网的HIL实时仿真测试平台的研究及应用
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作者 任勇 张文平 +1 位作者 王涛 李小燕 《汽车电器》 2024年第1期73-77,80,共6页
利用以太网配置工具生成同时支持CAN/CANFD通信和SOME/IP通信的Simulink模型服务接口,采用MATLAB软件创建HIL仿真模型,应用Python语言开发支持车载以太网DoIP诊断的上位机,并基于Dspace实时仿真平台搭建HIL实时仿真测试平台。结果表明:... 利用以太网配置工具生成同时支持CAN/CANFD通信和SOME/IP通信的Simulink模型服务接口,采用MATLAB软件创建HIL仿真模型,应用Python语言开发支持车载以太网DoIP诊断的上位机,并基于Dspace实时仿真平台搭建HIL实时仿真测试平台。结果表明:该平台可以模拟基本驾驶操作测试,同时支持CAN/CANFD通信和SOME/IP通信测试,并可以对车载以太网报文进行E2E校验;利用诊断上位机可以进行CAN/CANFD通信和DoIP通信的UDS诊断操作。 展开更多
关键词 hil仿真测试 车载以太网 SOME/IP DoIP 车载以太网E2E校验
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