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Fuzzy Adaptive Control of Stochastic Nonlinear Systems with Unknown Virtual Control Gain Function 被引量:11
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作者 WANG Ying-Chun ZHANG Hua-Guang WANG Yi-Zhong 《自动化学报》 EI CSCD 北大核心 2006年第2期170-178,共9页
The problem of track control is studied for a class of strict-feedback stochastic nonlinear systems in which unknown virtual control gain function is the main feature. First, the so-called stochastic LaSalle theory is... The problem of track control is studied for a class of strict-feedback stochastic nonlinear systems in which unknown virtual control gain function is the main feature. First, the so-called stochastic LaSalle theory is extended to some extent, and accordingly, the results of global ultimate boundedness for stochastic nonlinear systems are developed. Next, a new design scheme of fuzzy adaptive control is proposed. The advantage of it is that it does not require priori knowledge of virtual control gain function sign, which is usually demanded in many designs. At the same time, the track performance of closed-loop systems is improved by adaptive modifying the estimated error upper bound. By theoretical analysis, the signals of closed-loop systems are globally ultimately bounded in probability and the track error converges to a small residual set around the origin in 4th-power expectation. 展开更多
关键词 随机非线性系统 模糊自适应控制 虚拟控制 增益函数
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INTELLIGENT VIRTUAL CONTROL:MEASURING INSTRUMENT FROM WHOLE TO PART 被引量:19
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作者 Qin Shuren Tang BaopingCollege of Mechanical Engineering, Chongqing University, Chongqing 400044, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2002年第2期131-135,共5页
A new concept called intelligent virtual control (IVC), which can be drivenby measuring functions, is put forward. This small 'intelligent measurement instrument unit (IMIU)',carrying with functions of instrum... A new concept called intelligent virtual control (IVC), which can be drivenby measuring functions, is put forward. This small 'intelligent measurement instrument unit (IMIU)',carrying with functions of instrument, consists of different types of intelligent virtualinstrument (IVI) through individual components together as building blocks and can be displayeddirectly on the computer screen. This is a new concept of measuring instrument, and also animportant breakthrough after virtual instrument (VI). Virtual control makes instrument resourcesobtain further exploitation. It brings about a fundamental change to the design and manufacturingmode. The instrument therefore, can not only be produced directly inside a PC, but the product isinvolved in the 'green product' system. So far, all the present digital instruments will grow to bereplaced by intelligent control with green characteristics. 展开更多
关键词 Intelligent virtual control Measurement instrument Whole Part
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Review on grid-forming converter control methods in high-proportion renewable energy power systems 被引量:10
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作者 Yuting Teng Wei Deng +3 位作者 Wei Pei Yifeng Li Li Ding Hua Ye 《Global Energy Interconnection》 EI CAS CSCD 2022年第3期328-342,共15页
Grid-forming(GFM)converters can provide inertia support for power grids through control technology,stabilize voltage and frequency,and improve system stability,unlike traditional grid-following(GFL)converters.Therefor... Grid-forming(GFM)converters can provide inertia support for power grids through control technology,stabilize voltage and frequency,and improve system stability,unlike traditional grid-following(GFL)converters.Therefore,in future“double high”power systems,research on the control technology of GFM converters will become an urgent demand.In this paper,we first introduce the basic principle of GFM control and then present five currently used control strategies for GFM converters:droop control,power synchronization control(PSC),virtual synchronous machine control(VSM),direct power control(DPC),and virtual oscillator control(VOC).These five strategies can independently establish voltage phasors to provide inertia to the system.Among these,droop control is the most widely used strategy.PSC and VSM are strategies that simulate the mechanical characteristics of synchronous generators;thus,they are more accurate than droop control.DPC regulates the active power and reactive power directly,with no inner current controller,and VOC is a novel method under study using an oscillator circuit to realize synchronization.Finally,we highlight key technologies and research directions to be addressed in the future. 展开更多
关键词 Grid-forming control Droop control Power synchronization control virtual synchronous machine control Direct power control virtual oscillator control
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RESEARCH ON MECHANICAL MEASUREMENT-ORIENTED INTELLIGENT VIRTUAL CONTROLS 被引量:7
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作者 TangBaoping QinShuren 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2004年第3期356-359,共4页
Intelligent virtual control (IVC) is an intelligent measurement instrumentunit with the function of actual measurement instruments, and the unit can be used as basic buildingblock for a variety of more complex virtual... Intelligent virtual control (IVC) is an intelligent measurement instrumentunit with the function of actual measurement instruments, and the unit can be used as basic buildingblock for a variety of more complex virtual measurement instruments on a PC. IVC is a furtheradvancement from virtual instrument (VI), and it fuses the function modules and the controls modulesso that the relationship between the functions and controls of an instrument is imbedded in one ormore units. The design, implementation and optimization methods of IVCs are introduced. The computersoftware representation of IVCs is discussed. An example of an actual VI constructed with thebuilding blocks of IVCs is given. 展开更多
关键词 Mechanical measurement Intelligent virtual control (IVC) virtualinstrument(VI)
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Robust force tracking control via backstepping sliding mode control and virtual damping control for hydraulic quadruped robots 被引量:4
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作者 SHEN Wei Lü Xiao-bin MA Chen-jun 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第9期2673-2686,共14页
In order to improve the force tracking performance of hydraulic quadruped robots in uncertain and unstructured environments,an impedance-based adaptive reference trajectory generation scheme is used.Secondly,in order ... In order to improve the force tracking performance of hydraulic quadruped robots in uncertain and unstructured environments,an impedance-based adaptive reference trajectory generation scheme is used.Secondly,in order to improve the robustness to environmental changes and reduce the contact force errors caused by trajectory tracking errors,the backstepping sliding mode controller is combined with the adaptive reference trajectory generator.Finally,a virtual damping control based on velocity and pressure feedback is proposed to solve the problem of contact force disappearance and stall caused by sudden environmental change.The simulation results show that the proposed scheme has higher contact force tracking accuracy when the environment is unchanged;the contact force error can always be guaranteed within an acceptable range when the environment is reasonably changed;when the environment suddenly changes,the drive unit can move slowly until the robot re-contacts the environment. 展开更多
关键词 hydraulic quadruped robot impedance control backstepping sliding mode control virtual damping control
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Finite-time tracking control and vibration suppression based on the concept of virtual control force for flexible two-link space robot 被引量:1
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作者 Rong-Hua Lei Li Chen 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第3期874-883,共10页
The dynamic modeling, finite-time trajectory tracking control and vibration suppression of a flexible two-link space robot are studied. Firstly, the dynamic model of the system is established by combining Lagrange met... The dynamic modeling, finite-time trajectory tracking control and vibration suppression of a flexible two-link space robot are studied. Firstly, the dynamic model of the system is established by combining Lagrange method with assumed mode method. In order to ensure that the base attitude and the joints of space robot can reach the desired positions within a limited time, a non-singular fast terminal sliding mode(NFTSM) controller is designed, which realizes the finite-time convergence of the trajectory tracking errors. Subsequently, for the sake of suppressing the vibrations of flexible links, a hybrid trajectory based on the concept of the virtual control force is developed, which can reflect the flexible modes and the trajectory tracking errors simultaneously. By modifying the original control scheme, a NFTSM hybrid controller is proposed. The hybrid control scheme can not only realized attitude stabilization and trajectory tracking of joints in finite time, but also provide a new method of vibration suppression. The simulation results verify the effectiveness of the designed hybrid control strategy. 展开更多
关键词 FINITE-TIME Terminal sliding mode Flexible links Vibration suppression virtual control force
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NUMERICAL MODELING OF MULTI-CYLINDER ELECTRO-HYDRAULIC SYSTEM AND CONTROLLER DESIGN FOR SHOCK TEST MACHINE
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作者 CHU Deying ZHANG Zhiyi WANG Gongxian HUA Hongxing 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2007年第2期109-114,共6页
A high fidelity dynamic model of a high-energy hydraulically-actuated shock test machine for heavy weight devices is presented to satisfy the newly-built shock resistance standard and simulate the actual underwater ex... A high fidelity dynamic model of a high-energy hydraulically-actuated shock test machine for heavy weight devices is presented to satisfy the newly-built shock resistance standard and simulate the actual underwater explosion environments in laboratory as well as increase the testing capability of shock test machine. In order to produce the required negative shock pulse in the given time duration, four hydraulic actuators are utilized. The model is then used to formulate an advanced feedforward controller for the system to produce the required negative waveform and to address the motion synchronization of the four cylinders. The model provides a safe and easily controllable way to perform a "virtual testing" before starting potentially destructive tests on specimen and to predict performance of the system. Simulation results have demonstrated the effectiveness of the controller. 展开更多
关键词 Shock test machine Negative shock pulse Actuator redundancy Feedforward controller virtual testing
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Design of in-line multipoint initiation control system
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作者 李守殿 袁士伟 曾庆轩 《Journal of Beijing Institute of Technology》 EI CAS 2011年第3期306-311,共6页
In order to improve the power of initiating explosive warheads, besides exploring new type of high explosive, multipoint initiation technology becomes the research focus. With research on electronic safety and arming ... In order to improve the power of initiating explosive warheads, besides exploring new type of high explosive, multipoint initiation technology becomes the research focus. With research on electronic safety and arming devices (ESADs), pulse power devices and slapper detonators, a hardware control circuit was designed for multipoint initiation control system based on complex programmable logic device ( CPLD ). In addition, a real-time monitoring interface based on virtual instru- ments technology was designed by the prevailing software of Laboratory Virtual Instrument Engineer- ing Workbench (LabVIEW). It provides users a real-time status of the hardware circuit system. Mo- reover, a series of experiments were done on the software and hardware platform. The results show that the signals transmission, collection, analysis and display can be realized reliably through a serial port line. It is verified that using a serial bus controller for multiple initiators is reasonable. Successful design of the platform will play an important foundation for the theory and engineering of the fu- ture weapon system. Surely, it will become one of the development directions for intelligent initia- tion system. 展开更多
关键词 multipoint initiation control system IN-LINE electronic safety and arming virtual instrument
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Fractional-order Virtual Inertia Control and Parameter Tuning for Energy-storage System in Low-inertia Power Grid
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作者 Yukai Zeng Qiufan Yang +3 位作者 Yujun Lin Yin Chen Xia Chen Jinyu Wen 《Protection and Control of Modern Power Systems》 SCIE EI 2024年第5期70-83,共14页
As conventional synchronous generators are replaced by large-scale converter-interfaced renewa-ble-energy sources(RESs),the electric power grid en-counters the challenge of low rotational inertia.Conse-quently,system ... As conventional synchronous generators are replaced by large-scale converter-interfaced renewa-ble-energy sources(RESs),the electric power grid en-counters the challenge of low rotational inertia.Conse-quently,system frequency deviation is exacerbated and system instability may occur when the frequency deviates beyond the acceptable range.To mitigate this effect,this study proposes a virtual inertia control(VIC)strategy based on a fractional-order derivative and controller parameter-tuning method.The tuning method uses the stability boundary locus and provides a stability criterion for identifying the stability region in the parameter space.The controller parameters are then optimized within the identified stability region to suppress frequency deviation and enhance system robustness.The proposed controller and tuning method is applied to a battery energy-storage system(BESS)in a low-inertia power system with the integration of RESs.Time-domain simulations are carried out to verify the stability region and compare the per-formance of the optimized proposed controller to that of the traditional integral-order controller.The simulation results show that the stability-analysis method is effective and that the fractional-order VIC,tuned with the pro-posed method,outperforms the traditional method in both frequency-regulation performance and parametric robustness. 展开更多
关键词 virtual inertia control frequency regulation fractional-order controller stability region parameter tuning
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Design of Power System Stabilizer for DFIG-based Wind Energy Integrated Power Systems Under Combined Influence of PLL and Virtual Inertia Controller
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作者 Balakrushna Sahu Bibhu Prasad Padhy 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2024年第2期524-534,共11页
Wind energy systems (WESs) based on doubly-fed induction generators (DFIGs) have enormous potential for meeting the future demands related to clean energy. Due to the low inertia and intermittency of power injection, ... Wind energy systems (WESs) based on doubly-fed induction generators (DFIGs) have enormous potential for meeting the future demands related to clean energy. Due to the low inertia and intermittency of power injection, a WES is equipped with a virtual inertial controller (VIC) to support the system during a frequency deviation event. The frequency deviation measured by a phase locked loop (PLL) installed on a point of common coupling (PCC) bus is the input signal to the VIC. However, a VIC with an improper inertial gain could deteriorate the damping of the power system, which may lead to instability. To address this issue, a mathematical formulation for calculating the synchronizing and damping torque coefficients of a WES-integrated single-machine infinite bus (SMIB) system while considering PLL and VIC dynamics is proposed in this paper. In addition, a power system stabilizer (PSS) is designed for wind energy integrated power systems to enhance electromechanical oscillation damping. A small-signal stability assessment is performed using the infinite bus connected to a synchronous generator of higher-order dynamics integrated with a VIC-equipped WES. Finally, the performance and robustness of the proposed PSS is demonstrated through time-domain simulation in SMIB and nine-bus test systems integrated with WES under several case studies. 展开更多
关键词 Doubly-fed induction generator(DFIG) virtual inertia controller(VIC) phase locked loop(PLL) small-signal analysis synchronizing/damping torque synchronous generator power system stabilizer(PSS)
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Virtual Machine软件在火力发电厂控制系统及课件培训中的应用 被引量:1
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作者 万首辉 《中小企业管理与科技》 2021年第9期186-187,共2页
论文就Virtual Machine软件在火力发电厂Windows XP控制系统中应用遇到的问题进行了论述,并针对问题提出了相应的措施及方案,以期为Virtual Machine软件在更多领域中应用提供参考资料。
关键词 virtual Machine软件 火力发电厂 控制系统 应用
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Study on control information network and its real-time property
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作者 吴转峰 刘卫国 +1 位作者 骆光照 吴浦升 《Journal of Pharmaceutical Analysis》 SCIE CAS 2008年第1期24-32,共9页
The control network is an important developmental orientation in the remote control system. As the control network and information network are comparatively alike in the framework and technology, we can build a contro... The control network is an important developmental orientation in the remote control system. As the control network and information network are comparatively alike in the framework and technology, we can build a control network which is similar to the common information network. In the era when the information network is becoming increasingly mature, it is a royal road to construct or rebuild a control information network in the development of the control network by relying on the achievements made in the information network or current information resources. This paper expounds the construction idea of the control information network, gives the idiographic realization method and then researches into the real-time problem encountered in the control information network, and presents a three-closed-loop control system based on virtualized reality. The feasibility of the idea is validated via experiments and simulations separately. 展开更多
关键词 control information network remote control three-closed-loop system virtualized reality
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基于虚拟领导节点改进的孤岛微电网完全分布式二次调频策略 被引量:1
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作者 李志军 苗庆玉 张家安 《太阳能学报》 EI CAS CSCD 北大核心 2024年第5期333-342,共10页
传统分布式二次调频策略在虚拟领导节点频率信息出现故障时会导致微电网系统频率无法恢复,针对该问题提出并设计一种完全分布式二次调频策略。首先分析传统分布式二次调频策略虚拟领导节点故障对二次调频过程产生的影响;然后,结合一致... 传统分布式二次调频策略在虚拟领导节点频率信息出现故障时会导致微电网系统频率无法恢复,针对该问题提出并设计一种完全分布式二次调频策略。首先分析传统分布式二次调频策略虚拟领导节点故障对二次调频过程产生的影响;然后,结合一致性算法对传统分布式二次调频控制器加以改进,通过将调频补偿量与频率偏差的对消作为“频率引导项”加入各分布式控制器中,使得各分布式发电单元完全对等,以保证虚拟领导节点去除后频率的正常恢复,实现完全分布式控制;最后,通过仿真验证所提方法在保证频率恢复方面的有效性与优越性。 展开更多
关键词 微电网 调频 多智能体系统 完全分布式控制 虚拟领导节点
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Design and implementation of an expert system for remote fault diagnosis in ship lift
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作者 易春辉 李天石 石晓俊 《Journal of Pharmaceutical Analysis》 SCIE CAS 2007年第2期159-163,共5页
In this paper an expert system for remote fault diagnosis in the ship lift was developed by analysis of the fault tree and combination with VPN. The fault tree was constructed based on the operation condition of the s... In this paper an expert system for remote fault diagnosis in the ship lift was developed by analysis of the fault tree and combination with VPN. The fault tree was constructed based on the operation condition of the ship lift. The diagnosis model was constructed by hierarchical classification of the fault tree structure, and the inference mechanism was given. Logical structure of the fault diagnosis in the ship lift was proposed. The implementation of the expert system for remote fault diagnosis in the ship lift was discussed, and the expert system developed was realized on the VPN virtual network. The system was applied to the Gaobaozhou ship lift project, and it ran successfully. 展开更多
关键词 fault diagnosis ship lift fault tree analysis expert control system remote monitoring virtual private network
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地铁轨道交通环控系统的虚拟仿真设计与实现 被引量:1
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作者 陈小飞 陈晓君 盛传新 《自动化应用》 2024年第16期235-237,240,共4页
环控系统是保证地铁轨道安全运营的关键环节。为此,基于项目功能需求和虚拟仿真技术,对深圳地铁轨道环控系统进行了虚拟仿真设计与开发。首先设计虚拟仿真系统项目开发流程,进行三维模型和场景的构建,然后采用PBR的渲染流程制作高真实... 环控系统是保证地铁轨道安全运营的关键环节。为此,基于项目功能需求和虚拟仿真技术,对深圳地铁轨道环控系统进行了虚拟仿真设计与开发。首先设计虚拟仿真系统项目开发流程,进行三维模型和场景的构建,然后采用PBR的渲染流程制作高真实感纹理贴图,并运用Unity3D进行系统开发。该系统的开发为轨道交通环控系统的运维、救灾和培训实验建立了新的模式,有利于提高工作效率,降低培训和运营成本。 展开更多
关键词 地铁轨道交通 环控系统 虚拟仿真
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基于自抗扰的直驱风电机组强迫振荡抑制研究
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作者 武晓冬 温婉宁 +2 位作者 王正 王麟斌 席鹏辉 《电机与控制应用》 2024年第8期39-49,共11页
风剪切和塔影效应会导致直驱式风电机组产生强迫功率振荡,影响系统的安全稳定运行。因此,提出了一种基于自抗扰控制的虚拟惯量控制方法,该方法通过扩张状态观测器观测估计系统扰动量,同时利用跟踪微分器调整系统频率的参考值,优化风电... 风剪切和塔影效应会导致直驱式风电机组产生强迫功率振荡,影响系统的安全稳定运行。因此,提出了一种基于自抗扰控制的虚拟惯量控制方法,该方法通过扩张状态观测器观测估计系统扰动量,同时利用跟踪微分器调整系统频率的参考值,优化风电机组控制功率。仿真结果表明,相比传统的虚拟惯量控制,所提方法具有更好的抗干扰性,能更有效地对扰动进行观测估计并补偿,达到抑制直驱式风电并网系统强迫振荡的目的。 展开更多
关键词 自抗扰控制 虚拟惯量控制 直驱式风电并网系统 强迫功率振荡
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一种雷达转台双电机驱动系统设计与同步控制方法
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作者 杨维 易先洪 《粘接》 CAS 2024年第7期136-139,共4页
作为机械传动系统的一个重要组成,转台被广泛应用于雷达系统中,为满足雷达检测等领域对转台驱动系统惯量、功率、性能方面的要求,提出采用双电机同步驱动转台的方式。利用双电机伺服系统的电消隙原理和差速耦合负反馈的同步控制方法,由... 作为机械传动系统的一个重要组成,转台被广泛应用于雷达系统中,为满足雷达检测等领域对转台驱动系统惯量、功率、性能方面的要求,提出采用双电机同步驱动转台的方式。利用双电机伺服系统的电消隙原理和差速耦合负反馈的同步控制方法,由控制器将控制量经数/模转换送入驱动器,以实现系统的消隙功能、同步补偿功能,提高转台驱动系统的精度和同步控制性能,并将其运用到雷达转台伺服系统中,结果证明了方法的可行性,能够提高所设计雷达转台双电机驱动系统的精确性。 展开更多
关键词 虚拟仪器 双电机驱动系统 同步控制
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基于数字孪生的桥式起重机自主运行系统研究
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作者 李辉 惠延波 +2 位作者 王瞧 王宏晓 周颖 《机电工程》 CAS 北大核心 2024年第4期691-700,共10页
为了提高桥式起重机的智能化水平和数字化水平,借助数字孪生技术,对一桥式起重机的安全自主运行系统进行了仿真和实验研究。首先,采用数字孪生思想构建了起重机自主运行系统整体架构,根据桥式起重机的实际运行情况,采用四模型(即虚拟模... 为了提高桥式起重机的智能化水平和数字化水平,借助数字孪生技术,对一桥式起重机的安全自主运行系统进行了仿真和实验研究。首先,采用数字孪生思想构建了起重机自主运行系统整体架构,根据桥式起重机的实际运行情况,采用四模型(即虚拟模型、物理动力学模型、行为控制模型和规则计算模型)的方法,构建了起重机的孪生模型;然后,在起重机孪生实验平台上进行了起重机路径规划和大小车轨迹跟踪仿真实验,采用了变论域模糊PID控制器,对起重机大小车轨迹跟踪进行了控制;最后,对该数字孪生系统进行了互联互通实物验证实验。研究结果表明:在起重机数字孪生系统中可以同步进行虚拟仿真和实物实验;在起重机大小车轨迹跟踪实验中,使用所提变论域模糊PID控制方法时,大车跟踪误差在±7 cm内,小车跟踪误差可达±6 cm,表明该控制方法的先进性;同时,该系统初步达成数字孪生技术虚实同步、虚实融合、虚实对照的目标,并且具有良好的三维可视化效果,可为推动机电装备的数字化进程提供一种思路。 展开更多
关键词 起重机 数字孪生系统 孪生模型 跟踪控制 虚拟仿真 变论域模糊PID控制器
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基于虚拟仿真技术的高精度数控机床自动控制系统
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作者 甘代伟 《机械设计与制造工程》 2024年第8期58-62,共5页
为实现高精度数控加工,设计基于虚拟仿真技术的高精度数控机床自动控制系统。该系统依托SolidWorks、Deep Exploration等软件,建立数控机床虚拟仿真三维模型,设计数控机床控制约束关系,获取数控机床运行数据,并将该数据内的跟随误差、... 为实现高精度数控加工,设计基于虚拟仿真技术的高精度数控机床自动控制系统。该系统依托SolidWorks、Deep Exploration等软件,建立数控机床虚拟仿真三维模型,设计数控机床控制约束关系,获取数控机床运行数据,并将该数据内的跟随误差、误差积分、误差微分等作为控制输入变量,设计由神经网络和PID组成的混合控制器,利用该混合控制器输出数控机床自动控制量,实现高精度数控机床自动控制。实验表明:该系统在各种运行环境下的软件移植完整程度均超过95%,在控制数控机床运动速度时,跟随误差始终保持在-50~50 mm/min,应用效果较为显著。 展开更多
关键词 虚拟仿真技术 数控机床 控制系统 单神经元 控制器
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基于MMC的分布式储能系统及其快速SOC均衡控制策略
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作者 马文忠 孙伟 +3 位作者 王玉生 张文艳 李恒硕 朱亚恒 《电力系统保护与控制》 EI CSCD 北大核心 2024年第16期1-11,共11页
提高基于模块化多电平换流器(modular multilevel converter,MMC)的分布式储能系统(distributed energy storage systems,DESS)的能量利用率,解决储能子模块(energy sub-module,ESM)荷电状态(state of charge,SOC)均衡问题至关重要。针... 提高基于模块化多电平换流器(modular multilevel converter,MMC)的分布式储能系统(distributed energy storage systems,DESS)的能量利用率,解决储能子模块(energy sub-module,ESM)荷电状态(state of charge,SOC)均衡问题至关重要。针对现有的SOC均衡控制策略的不足,提出内外分层的快速SOC均衡控制策略。外层针对桥臂间或相间的SOC差异,通过改进MMC模型预测控制(model predictive predictive control,MPC),配合自适应均衡系数,快速调整功率差额。内层引入自适应虚拟电阻法,根据ESM的SOC情况确定主导ESM,自适应调节各单元的虚拟电阻,产生相应的电压梯度,结合MMC排序算法使ESM按照各自SOC进行功率分配,从而实现ESM的SOC快速均衡,提高DESS能量利用率。通过在Matlab/Simulink构建仿真模型,证明了所提控制策略的有效性和可行性。 展开更多
关键词 模块化多电平换流器 分布式储能系统 模型预测控制 荷电状态 虚拟电阻
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