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Adaptive H_∞ Synchronization of Master-slave Systems with Mixed Time-varying Delays and Nonlinear Perturbations: An LMI Approach
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作者 Hamid Reza Karimi 《International Journal of Automation and computing》 EI 2011年第4期381-390,共10页
This paper proposes an adaptive synchronization problem for the master and slave structure of linear systems with nonlinear perturbations and mixed time-varying delays comprising different discrete and distributed tim... This paper proposes an adaptive synchronization problem for the master and slave structure of linear systems with nonlinear perturbations and mixed time-varying delays comprising different discrete and distributed time delays. Using an appropriate Lyapunov-Krasovskii functional, some delay-dependent sufficient conditions and an adaptation law including the master-slave parame- ters are established for designing a delayed synchronization law in terms of linear matrix inequalities(LMIs). The time-varying controller guarantees the H ∞ synchronization of the two coupled master and slave systems regardless of their initial states. Particularly, it is shown that the synchronization speed can be controlled by adjusting the updated gain of the synchronization signal. Two numerical examples are given to demonstrate the effectiveness of the method. 展开更多
关键词 Adaptive synchronization master-slave systems DELAY H performance nonlinear perturbations.
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Cluster synchronization of master-slave complex networks via adaptive feedback pinning control
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作者 LIU Ziping GONG Siyi 《上海师范大学学报(自然科学版中英文)》 2025年第4期389-400,共12页
This paper investigates the problem of cluster synchronization of master-slave complex net-works with time-varying delay via linear and adaptive feedback pinning controls.We need not non-delayed and delayed coupling m... This paper investigates the problem of cluster synchronization of master-slave complex net-works with time-varying delay via linear and adaptive feedback pinning controls.We need not non-delayed and delayed coupling matrices to be symmetric or irreducible.We have the advantages of using adaptive control method to reduce control gain and pinning control technology to reduce cost.By con-structing Lyapunov function,some sufficient synchronization criteria are established.Finally,numerical examples are employed to illustrate the effectiveness of the proposed approach. 展开更多
关键词 cluster synchronization TIME-VARYING master-slave complex networks DELAYED adaptive feedback control pinning control
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Exploring hard-rock cutting performances by a master-slave follow-up disc cutter
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作者 Feng Lin Xia-Ting Feng +3 位作者 Yuxi Liu Shiping Li Tianyang Tong Xiangxin Su 《Journal of Rock Mechanics and Geotechnical Engineering》 2025年第12期7966-7979,共14页
In this paper,a self-developed master-slave follow-up disc cutter is used to conduct rock-breaking tests on hard sandstone samples.Different working parameters were employed in the tests(e.g.cutting depth,cutting spee... In this paper,a self-developed master-slave follow-up disc cutter is used to conduct rock-breaking tests on hard sandstone samples.Different working parameters were employed in the tests(e.g.cutting depth,cutting speed,cutting angle,and rotational speed)in order to explore their influences on cutting performance.The results indicate that the thrust,torque,vibration velocity,and roughness all increased continuously with increase of the propulsion speed and cutting depth.At the same time,the specific energy consumption was found to decrease continuously.As the rotational speed was increased,the thrust increased at first and then decreased.In contrast,the torque and roughness continuously decreased,and the specific energy consumption and vibration speed continuously increased.When the cutting angle was increased,the thrust remained unchanged.However,the torque,specific energy consumption,and vibration speed all decreased continuously,and the roughness increased continuously.The temperature of the surface of the cutting tool was found to be relatively uniformly distributed during the rock-breaking process;the highest temperatures generated were in the range of 200-300℃.As the propulsion speed,cutting depth,and cutting angle were increased,the proportion of tensile fractures produced appeared to increase and the proportion of shear fractures decreased.As the rotational speed was increased,the proportion of tensile fractures decreased and the proportion of shear fractures increased.The results could provide useful information on the rock-breaking behavior involved and can be used to offer technical support for engineers using master-slave follow-up disc cutters in the field. 展开更多
关键词 Hard rocks master-slave follow-up cutter Specific energy consumption Rock-breaking mechanism
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Master-Slave机器手协调控制选择行列式算法
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作者 杨慧 《中国民航学院学报》 2003年第A02期210-213,共4页
提出了一种基于选择行列式的Master-Slave机器手的协调控制算法。通过选择行列式的导入,实现了对Master机器手和Slave机器手各个变量的协调控制。本方法应用于装有视觉传感器的机器手的追踪控制,经过实验证明了基于选择行列式的算法能... 提出了一种基于选择行列式的Master-Slave机器手的协调控制算法。通过选择行列式的导入,实现了对Master机器手和Slave机器手各个变量的协调控制。本方法应用于装有视觉传感器的机器手的追踪控制,经过实验证明了基于选择行列式的算法能够实现人类的某些技能赋予机器手,在支援机器手的同时还能够通过有效地协调遥控,完成机器手的自主控制。 展开更多
关键词 选择行列式 master-slave机器手 协调控制 视觉传感器
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A Master-Slave Blockchain Paradigm and Application in Digital Rights Management 被引量:5
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作者 Zhaofeng Ma Weihua Huang +2 位作者 Wei Bi Hongmin Gao Zhen Wang 《China Communications》 SCIE CSCD 2018年第8期174-188,共15页
Upon flaws of current blockchain platforms of heavyweight, large capacity of ledger, and time-consuming of synchronization of data, in this paper, we proposed a new paradigm of master-slave blockchain scheme(MSB) for ... Upon flaws of current blockchain platforms of heavyweight, large capacity of ledger, and time-consuming of synchronization of data, in this paper, we proposed a new paradigm of master-slave blockchain scheme(MSB) for pervasive computing that suitable for general PC, mobile device such as smart phones or PADs to participants in the working of mining and verification, in which we separated traditional blockchain model in 2 layer defined as master node layer and a series of slavery agents layer, then we proposed 2 approaches for partially computing model(PCM) and non-computing of model(NCM) in the MSB blockchain, Finally large amounts of simulations manifest the proposed master-slave blockchain scheme is feasible, extendible and suitable for pervasive computing especially in the 5 G generation environment, and can apply in the DRM-related applications. 展开更多
关键词 master-slave blockchain proof ofequivalent work proof of contribution pervasive computing DRM application
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Exponential networked synchronization of master-slave chaotic systems with timevarying communication topologies 被引量:1
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作者 杨东升 刘振伟 +1 位作者 赵琰 刘兆冰 《Chinese Physics B》 SCIE EI CAS CSCD 2012年第4期151-158,共8页
The networked synchronization problem of a class of master-slave chaotic systems with time-varying communication topologies is investigated in this paper. Based on algebraic graph theory and matrix theory, a simple li... The networked synchronization problem of a class of master-slave chaotic systems with time-varying communication topologies is investigated in this paper. Based on algebraic graph theory and matrix theory, a simple linear state feedback controller is designed to synchronize the master chaotic system and the slave chaotic systems with a time- varying communication topology connection. The exponential stability of the closed-loop networked synchronization error system is guaranteed by applying Lyapunov stability theory. The derived novel criteria are in the form of linear matrix inequalities (LMIs), which are easy to examine and tremendously reduce the computation burden from the feedback matrices. This paper provides an alternative networked secure communication scheme which can be extended conveniently. An illustrative example is given to demonstrate the effectiveness of the proposed networked synchronization method. 展开更多
关键词 exponential networked synchronization master-slave chaotic systems algebraic graph theory communication topology
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A master-slave generalized predictive synchronization control for preheating process of multi-cavity hot runner system 被引量:1
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作者 Hongyi Qu Shengyong Mo +3 位作者 Ke Yao Zhao-Xia Huang Zhihao Xu Furong Gao 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2023年第10期270-280,共11页
As a key component of injection molding,multi-cavity hot runner(MCHR)system faces the crucial problem of polymer melt filling imbalance among the cavities.The thermal imbalance in the system has been considered as the... As a key component of injection molding,multi-cavity hot runner(MCHR)system faces the crucial problem of polymer melt filling imbalance among the cavities.The thermal imbalance in the system has been considered as the leading cause.Hence,the solution may rest with the synchronization of those heating processes in MCHR system.This paper proposes a’Master-Slave’generalized predictive synchronization control(MS-GPSC)method with’Mr.Slowest’strategy for preheating stage of MCHR system.The core of the proposed method is choosing the heating process with slowest dynamics as the’Master’to track the setpoint,while the other heating processes are treated as‘Slaves’tracking the output of’Master’.This proposed method is shown to have the good ability of temperature synchronization.The corresponding analysis is conducted on parameters tuning and stability,simulations and experiments show the strategy is effective. 展开更多
关键词 Process control Thermodynamics process Model-predictive control Multi-cavity hot runner system master-slave synchronization Mr.Slowest
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Achievement of chaotic synchronization trajectories of master-slave manipulators with feedback control strategy 被引量:3
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作者 Qingkai Han Lina Hao Hao Zhang Bangchun Wen 《Acta Mechanica Sinica》 SCIE EI CAS CSCD 2010年第3期433-439,共7页
This paper addresses a master-slave synchro- nization strategy for complex dynamic systems based on feedback control. This strategy is applied to 3-DOF pla- nar manipulators in order to obtain synchronization in such ... This paper addresses a master-slave synchro- nization strategy for complex dynamic systems based on feedback control. This strategy is applied to 3-DOF pla- nar manipulators in order to obtain synchronization in such complicated as chaotic motions of end-effectors. A chaotic curve is selected from Duffing equation as the trajectory of master end-effector and a piecewise approximation method is proposed to accurately represent this chaotic trajectory of end-effectors. The dynamical equations of master-slave manipulators with synchronization controller are derived, and the Lyapunov stability theory is used to determine the stability of this controlled synchronization system. In numer- ical experiments, the synchronous motions of end-effectors as well as three joint angles and torques of master-slave manipulators are studied under the control of the proposed synchronization strategy. It is found that the positive gain matrix affects the implementation of synchronization con- trol strategy. This synchronization control strategy proves the synchronization's feasibility and controllability for com- plicated motions generated by master-slave manipulators. 展开更多
关键词 master-slave manipulators - Chaoticsynchronization trajectory - Feedback control
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Jet sweeping angle control by fluidic oscillators with master-slave designs
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作者 Ziyan LI Kaiwen ZHOU +1 位作者 Yingzheng LIU Xin WEN 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2021年第5期145-162,共18页
The fluidic oscillator is an instrument that can continuously generate a spatially sweeping jet entirely based on its internal geometry without any moving parts.However,the traditional fluidic oscillator has an inhere... The fluidic oscillator is an instrument that can continuously generate a spatially sweeping jet entirely based on its internal geometry without any moving parts.However,the traditional fluidic oscillator has an inherent limitation,that is,the spreading angle cannot be controlled independently,rather by the jet volume flow rate and internal geometry.Accordingly,two types of fluidic oscillators based on the master-slave design are developed in current study to decouple this correlation.In both designs,the master layer inherits the similar oscillation mechanisms of a sweeping jet,and the slave layer resembles a steady jet channel.The difference between the two designs is that Design A has a short diverging exit in the slave layer,but Design B adds a long interaction chamber in the exit channel to intensify flow instability.The external flow fields and governing oscillation properties of these two designs are experimentally explored with time-resolved Particle Image Velocimetry(PIV),while the internal flow dynamics and driving oscillation mechanisms are numerically investigated.By fixing the total volume flow rate,the jet spreading angle of Design A can be increased smoothly from 0°to above 100°by increasing the proportion of master layer’s flow rate from 0 to 100%.For Design B,the control authority of the master layer is significantly enhanced by adding the interaction chamber in the slave layer.In addition,the added chamber causes notable jet oscillation even when the master layer has none input. 展开更多
关键词 Adjustable spreading angle CFD Fluidic devices master-slave fluidic oscillator TR-PIV
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Research on Master-slave Telerobot Force Telepresence Technology
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作者 蔡鹤皋 陈卫东 +1 位作者 贾国武 赵杰 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 1997年第4期69-72,共4页
A 3 DOF master-slave telerobot system is established for study on force telepresence technology. A force feedback and position control scheme is adopted in the bilateral force response control system,and force fidelit... A 3 DOF master-slave telerobot system is established for study on force telepresence technology. A force feedback and position control scheme is adopted in the bilateral force response control system,and force fidelity and controllability experiments demonstrate feasibility of the con-trol system. 展开更多
关键词 master-slave TELEROBOT FORCE TELEPRESENCE BILATERAL FORCE response control MANOEUVRABILITY
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Tremor suppression in master-slave robot remote welding system
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作者 陈洪堂 李海超 +1 位作者 高洪明 吴林 《China Welding》 EI CAS 2011年第2期63-66,共4页
Welding seam tracking precision was decreased due to human hand tremor during the master-slave welding teleoperation. To solve this problem, a master-slave robot remote welding system was built, the system consisted o... Welding seam tracking precision was decreased due to human hand tremor during the master-slave welding teleoperation. To solve this problem, a master-slave robot remote welding system was built, the system consisted of a master manipulator with six degree of freedom ( DOF ) , an industrial computer control system and a slave Motoman HP3 J robot, and human hand tremor and digital filtering were discussed. An optimal digital filter was designed to clean human tremor signal for improving the welding seam tracking precision. The experimental results show that the digital filter suppresses the operator' s tremor signal. 展开更多
关键词 remote welding master-slave teleoperation hand tremor digital filtering
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Hierarchical hybrid control network design based on LON and master-slave RS-422/485 protocol
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作者 彭可 陈际达 陈岚 《Journal of Central South University of Technology》 2002年第3期202-207,共6页
Aiming at the weaknesses of LON bus, combining the coexistence of fieldbus and DCS (Distribu ted Control Systems) in control networks, the authors introduce a hierarchical hybrid control network design based on LON an... Aiming at the weaknesses of LON bus, combining the coexistence of fieldbus and DCS (Distribu ted Control Systems) in control networks, the authors introduce a hierarchical hybrid control network design based on LON and master slave RS 422/485 protocol. This design adopts LON as the trunk, master slave RS 422/485 control networks are connected to LON as special subnets by dedicated gateways. It is an implementation method for isomerous control network integration. Data management is ranked according to real time requirements for different network data. The core components, such as control network nodes, router and gateway, are detailed in the paper. The design utilizes both communication advantage of LonWorks technology and the more powerful control ability of universal MCUs or PLCs, thus it greatly increases system response speed and performance cost ratio. 展开更多
关键词 LON fieldbus master-slave RS-422/485 PROTOCOL HIERARCHICAL hybrid control NETWORKS router gateway NETWORKS integration
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Distributed Generation Islanding Effect on Distribution Networks and End User Loads Using the Master-Slave Islanding Method
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作者 Lambros Ekonomou George P. Fotis +1 位作者 Vasiliki Vita Valeri Mladenov 《Journal of Power and Energy Engineering》 2016年第10期1-24,共24页
This study aims to address the feasibility of planned islanding operation and to investigate the effect of unplanned islanding using the master-slave islanding method for controlling the distributed generation units d... This study aims to address the feasibility of planned islanding operation and to investigate the effect of unplanned islanding using the master-slave islanding method for controlling the distributed generation units during grid-connected and islanding operation. Neplan desktop power simulation tool was used for the modelling and simulation of a realistic MV network with four different distributed generation technologies (diesel, gas, hydro and wind) along with their excitation and governor control systems, while an exponential model was used to represent the loads in the network. The dynamic and steady state behavior of the four distributed generation technologies were investigated during grid-connected operation and two transition modes to the islanding situation, planned and unplanned. The obtained results that validated through various case studies have shown that a suitable planned islanding transition could provide support to critical loads at the event of electricity utility outages. 展开更多
关键词 Distributed Generation Distribution Networks ISLANDING master-slave Islanding Method Neplan Simulation Tool
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Content Addressable Memory Using Automatic Charge Balancing with Self-Control Mechanism and Master-Slave Match Line Design
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作者 Dr. Deepa Jose P. Suganya Dr. Palanichamy Nirmal Kumar 《Circuits and Systems》 2016年第6期597-611,共15页
Content Addressable Memory (CAM) is a type of memory used for high-speed search applications. Due to parallel comparison feature, the CAM memory leads to large power consumption which is caused by frequent pre-charge ... Content Addressable Memory (CAM) is a type of memory used for high-speed search applications. Due to parallel comparison feature, the CAM memory leads to large power consumption which is caused by frequent pre-charge or discharge of match line. In this paper, CAM for automatic charge balancing with self-control mechanism is proposed to control the voltage swing of ML for reducing the power consumption of CAM. Another technique to reduce the power dissipation is to use MSML, it combines the master-slave architecture with charge minimization technique. Unlike the conventional design, only one match line (ML) is used, whereas in Master-Slave Match Line (MSML) one master ML and several slave MLs are used to reduce the power dissipation in CAM caused by match lines (MLs). Theoretically, the match line (ML) reduces the power consumption up to 50% which is independent of search and match case. The simulation results using Cadence tool of MSML show the reduced power consumption in CAM and modified CAM cell. 展开更多
关键词 Content Addressable Memory (CAM) Match Line (ML) master-slave Match Line (MSML) Charge Balance Translation Look-Aside Buffer (TLAB)
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基于动态碳流传播机理的电热耦合系统协同优化与多维评价
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作者 李二超 廖敏瑞 《科学技术与工程》 北大核心 2026年第1期191-204,共14页
针对传统静态碳流模型因忽略热网传输延迟与吸附效应导致碳排放强度(carbon emission intensity, CEI)计算偏差高的问题,以及电热耦合系统多主体异质决策冲突加剧低碳协同优化难题,提出动态碳流追踪模型(dynamic carbon flow tracking m... 针对传统静态碳流模型因忽略热网传输延迟与吸附效应导致碳排放强度(carbon emission intensity, CEI)计算偏差高的问题,以及电热耦合系统多主体异质决策冲突加剧低碳协同优化难题,提出动态碳流追踪模型(dynamic carbon flow tracking model, DCFTM),耦合热力学传输方程与Langmuir吸附动力学,量化传输延迟与吸附缓冲效应,并构建主从-联盟博弈分层架构,通过时空解耦策略和自适应学习率机制协调电网碳配额弹性约束与热网储热动态调节,同时基于结构方程模型(structural equation modeling, SEM)解析碳效能指数(dynamic carbon efficiency index, DCEI)、经济成本敏感度(economic cost sensitivity, ECS)与协同均衡度(collaborative equilibrium degree, CED)的动态关联机制。实验结果表明:DCFTM将CEI归一化均方根误差(normalized root mean square error, NRMSE)从静态模型的22.1%降至2.9%,验证了吸附动力学建模的必要性;所提算法在30节点电网和6节点热网系统中实现碳排放总量降低37.5%、运行成本节约15.6%,且帕累托解集突破传统算法性能边界;SEM路径系数分析表明,协同均衡度对碳效能的促进效应显著高于经济性调控的抑制效应,而高碳价与风电渗透率协同策略可缓解低碳经济矛盾,使碳效能对总成本的路径系数降低17.3%。 展开更多
关键词 动态碳流追踪 主从-联盟博弈 电热耦合系统 时空解耦 吸附动力学 多维评价
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忽略应答内容的主从式通讯网络快速组网技术与应用
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作者 周军 孔菁菁 《电子器件》 2026年第1期91-97,共7页
在一些基于主从式通讯网络的工业智能监测及控制系统中,具有计算处理能力的智能节点有其固定ID,多设备自动组网时,主机多采用轮询方式确定节点是否存在。针对轮询方式搜索节点速度慢的问题,以485总线为例,分析了485总线数据通讯格式,基... 在一些基于主从式通讯网络的工业智能监测及控制系统中,具有计算处理能力的智能节点有其固定ID,多设备自动组网时,主机多采用轮询方式确定节点是否存在。针对轮询方式搜索节点速度慢的问题,以485总线为例,分析了485总线数据通讯格式,基于二分法思想提出了“只问有无,忽略内容”的通讯机制,避免了多节点同时应答时数据错误的问题,提高了节点搜索速度。在疏散照明指示系统的实际应用中,忽略应答内容的智能节点快速搜索法较穷举轮询搜索法提高了200倍的搜索效率。理论分析及实践证明该方法有效可行。 展开更多
关键词 忽略响应内容 主从式通讯网络 二分法 疏散照明指示系统 穷举法
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基于无模型自适应的楼房养殖环境控制系统
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作者 董玉华 付飞 +3 位作者 赵雅坤 秦浩华 郭蓝天 岳鹏飞 《计算机与数字工程》 2026年第1期73-76,93,共5页
针对蓬勃发展的楼房养殖模式,在传统的平房养猪控制系统的基础上,设计了一套基于无模型自适应控制(Model Free Adaptive Control,MFAC)算法的楼房养殖智能控制系统。系统采用主控加分控的控制模式,具有较高的控制精度和较快的响应速度... 针对蓬勃发展的楼房养殖模式,在传统的平房养猪控制系统的基础上,设计了一套基于无模型自适应控制(Model Free Adaptive Control,MFAC)算法的楼房养殖智能控制系统。系统采用主控加分控的控制模式,具有较高的控制精度和较快的响应速度。论文首先基于系统的运行原理对硬件系统进行了设计,然后基于MFAC的原理对系统的控制器软件进行了设计。通过现场实际应用与监测验证,结果表明,提出的基于MFAC的控制系统能够实现楼房各个单元环境参数的精确控制,且具有良好的鲁棒性和自适应性。 展开更多
关键词 微处理器 楼房养殖 主从控制系统 无模型自适应算法
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三轴联动主从控制的等速倾倒实验平台设计
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作者 李侠生 于占东 +1 位作者 金鑫池 佘东生 《实验室研究与探索》 北大核心 2026年第3期84-91,共8页
针对传统浇铸坩埚单自由度倾倒方式导致的熔液流速与落点不一致问题,提出一种基于三轴联动主从控制的等速倾倒方案,并基于国产MCU主控芯片设计与搭建了实验平台。该方案采用流速-倾角闭环控制策略,根据实时流速信息动态调节倾角,从而实... 针对传统浇铸坩埚单自由度倾倒方式导致的熔液流速与落点不一致问题,提出一种基于三轴联动主从控制的等速倾倒方案,并基于国产MCU主控芯片设计与搭建了实验平台。该方案采用流速-倾角闭环控制策略,根据实时流速信息动态调节倾角,从而实现等速倾倒;倾倒过程中保持坩埚流口与导流槽之间相对位置固定,确保了浇铸过程的安全性。实验结果表明,在不同流速指令下,系统浇铸流速误差小于±2.5 g/s;实验平台工作稳定可靠,具有良好的可验证性与开放性,可用于开展自主实验与工程实践教学,有助于提升自动化及相关专业学生的工程实践能力。 展开更多
关键词 伺服控制系统 三轴联动 主从控制 等速倾倒 实践教学
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计及各利益主体的综合能源系统阶梯式碳交易模型
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作者 毕水仙 张金江 +2 位作者 梁博淼 吴亚钧 胡子涵 《电气工程学报》 北大核心 2026年第1期373-383,共11页
主从博弈方法将综合能源系统上下级内部利益关系展现得更为清晰,在提升内部经济性上发挥重要作用。针对综合能源系统各主体利益不一致以及低碳与经济性的矛盾性问题,提出计及各利益主体的综合能源系统阶梯式碳交易模型。首先,构建一种... 主从博弈方法将综合能源系统上下级内部利益关系展现得更为清晰,在提升内部经济性上发挥重要作用。针对综合能源系统各主体利益不一致以及低碳与经济性的矛盾性问题,提出计及各利益主体的综合能源系统阶梯式碳交易模型。首先,构建一种考虑不同参与主体利益和总体碳交易目标的阶梯式主从博弈碳交易模型;其次,提出自适应差分进化算法以求解主从博弈获得全局最优解,该算法利用正交试验法初始化种群,以提升对随机个体不均匀分布的适应性;同时,引入自适应的变异算子,以保持个体的多样性并避免陷入局部最优。最后,基于IEEE 33节点模型构建的多区域综合能源系统进行仿真验证,表明所提模型具有更优的性能和效率。有望为综合能源系统的绿色低碳和经济双重收益提供新途径。 展开更多
关键词 综合能源系统 主从博弈 阶梯式碳交易 自适应差分进化算法
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计及电动汽车混合充电系统接入的综合能源系统鲁棒优化调度 被引量:5
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作者 张献 丁可浩 +1 位作者 赵黎媛 杨庆新 《电工技术学报》 北大核心 2025年第14期4446-4459,共14页
随着电动汽车接入综合能源系统(IES),尤其是近年来电动汽车无线充电技术的大力发展,使得IES和无线充电电动汽车(WCEV)的时空耦合性越来越强。该特点使优化调度IES与WCEV以及实现两者之间互利双赢面临挑战,因此,将无线充电系统引入综合... 随着电动汽车接入综合能源系统(IES),尤其是近年来电动汽车无线充电技术的大力发展,使得IES和无线充电电动汽车(WCEV)的时空耦合性越来越强。该特点使优化调度IES与WCEV以及实现两者之间互利双赢面临挑战,因此,将无线充电系统引入综合能源系统,并与传统有线充电电动汽车共同组成混合充电系统,对于提高系统整体经济效益具有重要作用。该文提出一种考虑IES与混合充电系统不确定性的运行策略,该策略基于主从博弈模型,首先,以IES为主导者,采用两阶段鲁棒优化方法解决风、光出力及热、电负荷的不确定性问题;其次,以混合充电系统为跟随者,采用分布式鲁棒优化方法解决有线、无线电动汽车分布的不确定性问题;最后,提出列与约束生成算法迭代求解,在第3次达到收敛,且优化间隙控制在0.06%以内,并通过算例分析,验证了所提优化调度方案的有效性。 展开更多
关键词 综合能源系统 混合充电系统 无线充电 主从博弈 鲁棒优化
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