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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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Research on A Master - slave Multi - microcomputers Control System for Hollow Spindle Fancy Yarn Spinning Machine
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作者 李志蜂 陈子展 阵瑞琪 《Journal of China Textile University(English Edition)》 EI CAS 1999年第1期49-52,共4页
In this paper, a successfully studied and developed master - slave muld - microcomputers control system based on PC - BUS for hollow spindle fancy yarn spinning machine, mainly Its overall scheme, software and hardwar... In this paper, a successfully studied and developed master - slave muld - microcomputers control system based on PC - BUS for hollow spindle fancy yarn spinning machine, mainly Its overall scheme, software and hardware construction, is introduced. Spinning experiments show that the system achieves satisfactory result. This system can solve the diftkultles of mechatronical fusion between domestic hollow splndk fancy yarn spuming muchine and its microcomputer control technology. 展开更多
关键词 hollow SPINDLE FANCY YAM spinning machine mechatrvnical fusion master - slave MULTI - microcomputers control system PC - BUS.
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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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Design of a 6-DOF Master Robot for Robot-Assisted Minimally Invasive Surgery
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作者 CHENG Hongyu ZHANG Han +1 位作者 WANG Shuang XIE Le 《Journal of Shanghai Jiaotong university(Science)》 2025年第4期658-667,共10页
Master robots are integral components of teleoperated robot-assisted minimally invasive surgery systems.Among them,parallel mechanism-based 6-degree-of-freedom master robots are distinguished by low inertia and high-f... Master robots are integral components of teleoperated robot-assisted minimally invasive surgery systems.Among them,parallel mechanism-based 6-degree-of-freedom master robots are distinguished by low inertia and high-force feedback.However,complex kinematics and singularities are the main barriers limiting its usage.This study converts the Hexa-type 6-RUS mechanism into a master robot to construct master-slave teleoperation system.The clinical background is briefly introduced and a representative surgical robot is employed to analyze the master-slave mapping relationship.The inverse/forward kinematics,the Jacobian matrix,and the translation and orientation workspace are derived as the bases of master robot’s application.The architecture parameters are optimized by the global transmission index to achieve better motion/force transmissibility.Based on the optimal result,the prototype and the master-slave control loop are constructed.Finally,the corresponding master-slave teleoperation experiment and model experiment demonstrate that the proposed master robot satisfies the basic need for medical application. 展开更多
关键词 master robot master-slave teleoperation system surgical slave robot master-slave control
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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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Master/Slave结构下可保证边竞争QoS限制的资源分配策略
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作者 杨娟 赖祥伟 邱玉辉 《计算机科学》 CSCD 北大核心 2007年第1期64-66,共3页
任务调度作为分布式系统中提高系统并发处理的关键一直受到很多关注,随着分布式系统规模的扩大以及分布式系统中所处理任务数的增多,这个NP问题很多只能依靠启发式搜索技术获得近似最优解,然而这些算法中大都忽略了分布式系统中的一些... 任务调度作为分布式系统中提高系统并发处理的关键一直受到很多关注,随着分布式系统规模的扩大以及分布式系统中所处理任务数的增多,这个NP问题很多只能依靠启发式搜索技术获得近似最优解,然而这些算法中大都忽略了分布式系统中的一些实际问题,如通信竞争问题。已有的关注通信竞争的理论要么不适用于多任务的实时分布式系统,要么最终的任务分配无法实现整体makespan值最小(min-max)。本文提出了一个以master/slave为支撑结构,以最小化系统整体响应时间为代价函数的算术模型MMP。MMP既考虑了通信竞争问题,也考虑了多任务事实分布式系统的特征:任务数量多,任务间相互独立,任务以一定频率到达,任务执行受QoS限制。 展开更多
关键词 master/slave MIN-MAX 通信竞争 QoS限制
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基于Master/Slave模式的CT同时代数重建的并行进程 被引量:1
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作者 莫仕林 曾理 王钰 《工程数学学报》 CSCD 北大核心 2004年第F12期111-115,共5页
Mastel/Slave模式,又称主从模式,是一种并行程序设计思想。本文介绍了同时代数重建法(SimultaneousAlgebraicReconstructionTechnique,SART),并简化、改进了该算法:讨论了SART算法的并行性和基于Master/Slave模式的并行进程:通过算法复... Mastel/Slave模式,又称主从模式,是一种并行程序设计思想。本文介绍了同时代数重建法(SimultaneousAlgebraicReconstructionTechnique,SART),并简化、改进了该算法:讨论了SART算法的并行性和基于Master/Slave模式的并行进程:通过算法复杂度分析和在以客户/服务器((Cient/Serve)模式组建的局域网上的网络并行重建试验,证明了该并行进程能较大地提高SART算法的时间效率。 展开更多
关键词 进程 并行程序设计 算法复杂度 局域网 并行性 客户/服务器 时间效率 r/S 重建 CT
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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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Master-slave robot force telepresence technology
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作者 吴葳 张晶 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2001年第3期267-271,共5页
In order to make the manipulators useful, some force feedback is required to enable the operator to sense the robot’s feelings. Without force feedback, many tasks will not be able to be carried out. For these reasons... In order to make the manipulators useful, some force feedback is required to enable the operator to sense the robot’s feelings. Without force feedback, many tasks will not be able to be carried out. For these reasons, a master slave system with different kinematics has been developed. The system permits us to vary the ratio of the position/attitude, to design a master manipulator without considering the kinematics of the slave manipulator, and so on. To overcome the difficulties, a master slave manipulator system with different kinematics is proposed. The master manipulator is force controlled via a force torque sensor in the handle. As to master slave manipulator system with two way force feedback is concerned, the force goes to the actuator from the operator, and come back to the operator from the actuator. The working situation is viewed by the stereo TV supervisory system. The force and vision telepresence are thus achieved. In order to ensure the maneuverability, direct drive DC motors and PWM servo units are adopted to improve the response speed. It can provide force response in a wide range. A lot of experiments were performed with the master slave manipulator system force telepresence to study the force response under restricted environment. By two force sensors, the force position bilateral force response system effectively decreases the affection of friction and inertia force, and increases the authenticity of bilateral force response. When the slave manipulator arm is encountered with soft object(sponge), in the experiments, the operator can clearly have the fine feeling as if he himself is contacted with the object. 展开更多
关键词 master slave manipulator FORCE TELEPRESENCE intelligent robot
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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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Power-combining based on master-slave injection-locking magnetron
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作者 袁萍 张益 +3 位作者 叶文军 朱铧丞 黄卡玛 杨阳 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第7期542-545,共4页
A microwave power-combining system composed of two Panasonic 2M244-M1 magnetrons based on master–slave injection-locking is demonstrated in this paper. The principle of master–slave injection-locking and the locking... A microwave power-combining system composed of two Panasonic 2M244-M1 magnetrons based on master–slave injection-locking is demonstrated in this paper. The principle of master–slave injection-locking and the locking condition are theoretical analyzed. Experimental results are consistent with the theoretical analysis and the experimental combined efficiency is higher than 96%. Compared with the external-injection-locked system, the power-combining based on the master–slave injection-locking magnetron is superior by taking out the external solid-state driver and the real-time phase control system. Thus, this power-combining system has great potential for obtaining a high efficiency, high stability, low cost, and high power microwave source. 展开更多
关键词 magnetron power-combining masterslave injection-locking combined efficiency
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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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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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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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中空连续体机械臂的设计与主从任务转换避障控制 被引量:1
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作者 万淑敏 孙长超 +2 位作者 袁培康 常乐 康荣杰 《天津大学学报(自然科学与工程技术版)》 EI CAS 北大核心 2025年第1期24-35,共12页
连续体机械臂具有优良的弯曲性能和柔顺灵活性,表现出了独特的环境适应性和人机交互安全性,在微创手术、灾后救援、狭窄空间检修等非结构化环境及家庭服务领域具有广阔的应用前景.然而,连续体机械臂的中央脊椎骨占据其内部空间,模块单... 连续体机械臂具有优良的弯曲性能和柔顺灵活性,表现出了独特的环境适应性和人机交互安全性,在微创手术、灾后救援、狭窄空间检修等非结构化环境及家庭服务领域具有广阔的应用前景.然而,连续体机械臂的中央脊椎骨占据其内部空间,模块单元冗余且运动耦合导致避障运动困难等问题妨碍了其在实际场景中的应用.针对以上问题,设计了内部中空的丝驱动连续体机械臂,为末端执行器的电液气管线留置出了充足的物理空间,并通过鲍登管在结构上实现了模块单元间的运动解耦;考虑丝驱动连续体机械臂的弯曲特性,建立了解耦后的简化运动学模型和运动学闭环控制算法;构造了评估空间障碍物与连续体机械臂最短距离的计算方法;在传统变构型避障运动控制的基础上,提出了基于主从任务转换的避障控制算法,能够在末端轨迹跟踪约束下,实现对障碍的躲避,同时也可暂时舍弃对给定末端轨迹的跟踪以躲避位于末端运动轨迹附近的障碍物.仿真和实验结果表明:所设计的连续体机械臂具有良好的运动能力,轨迹跟踪控制的末端位置平均误差为2.510 mm,仅为连续体机械臂长度的0.32%;提出的主从任务转换避障控制算法有效,能够准确评估末端运动与避障运动的优先级,相关研究工作为连续体机械臂的设计和运动控制提供了新的参考和思路. 展开更多
关键词 连续体机械臂 解耦 避障 主从任务转换
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通信网络下光-储-充微电网超螺旋滑模VF控制策略
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作者 钟诚 李昊阳 +3 位作者 谈萌 赵海龙 李卓夏 马宇飞 《太阳能学报》 北大核心 2025年第10期412-423,共12页
提出一种通信网络下光-储-充孤岛微电网的恒压恒频(VF)控制策略。该策略为主从控制结构,主控制器采用超螺旋滑模控制(STSMC),维持电压稳定。从控制器采用传统滑模控制(SMC),利用控制器局域网总线CAN和ZigBee网络传输和共享电流数据,实... 提出一种通信网络下光-储-充孤岛微电网的恒压恒频(VF)控制策略。该策略为主从控制结构,主控制器采用超螺旋滑模控制(STSMC),维持电压稳定。从控制器采用传统滑模控制(SMC),利用控制器局域网总线CAN和ZigBee网络传输和共享电流数据,实现功率分配。采用二分迭代算法计算出最大允许延迟边界(MADB),分析了时间延迟大于MADB对系统产生的影响。仿真结果表明STSMC比比例积分(PI)、SMC控制误差更小,响应时间更短,抗延迟能力强。 展开更多
关键词 孤岛微电网 时间延迟 超螺旋滑模控制 主从控制 功率分配 通信网络
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双冗余机器人协调运动中关节点位追踪的控制策略研究
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作者 高琳 张志远 +3 位作者 王少锋 施艳青 于鹏伟 梁朝辉 《机械传动》 北大核心 2025年第6期25-35,共11页
【目的】随着操作任务复杂化,双冗余机器人较6自由度机械臂操作更具灵活性和适应性。针对双冗余机器人控制系统之间信息交互以及协调运动中安全问题,以双套控制系统的冗余机器人为研究对象,提出了双冗余机器人基于位置的交替主从控制策... 【目的】随着操作任务复杂化,双冗余机器人较6自由度机械臂操作更具灵活性和适应性。针对双冗余机器人控制系统之间信息交互以及协调运动中安全问题,以双套控制系统的冗余机器人为研究对象,提出了双冗余机器人基于位置的交替主从控制策略。【方法】以主臂为“Leader”、从臂为“Follower”,建立了双冗余机器人系统主从控制的位置约束关系,结合关节点位追踪功能捕捉运动中的实时位姿参数,实现了双冗余机器人系统在闭链运动路径上各关节点位基于时间插补的映射。【结果】试验结果表明,任意姿态下的双冗余机器人系统中各关节实时追踪点位参数与实际关节点位参数的最大误差为0.465 mm,实现了虚实交互的轨迹映射,为碰撞检测算法在实际双冗余机器人系统中的应用提供了准确的位置数据。 展开更多
关键词 双冗余机器人 点位追踪 协调运动 主从控制
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一种基于主从模式的分片区块链矩阵框架
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作者 夏欣 林立强 +1 位作者 赵容梅 琚生根 《四川大学学报(自然科学版)》 北大核心 2025年第1期96-106,共11页
在基于以太坊区块链的改进路线中,分片概念的提出提升了交易每秒事务处理量、优化了以太坊的架构,但传统分片结构仍未能解决交易节点拥堵/可拓展性低/跨片交易缓慢等问题,这大大地限制了分片架构的优势体现.本文提出一种基于主从模式的... 在基于以太坊区块链的改进路线中,分片概念的提出提升了交易每秒事务处理量、优化了以太坊的架构,但传统分片结构仍未能解决交易节点拥堵/可拓展性低/跨片交易缓慢等问题,这大大地限制了分片架构的优势体现.本文提出一种基于主从模式的分片区块链矩阵框架,保留原以太坊主链及信标链的共识认证/验证者管理功能,将原来分片链的数据处理功能纵向和横向解耦划分给不同的master/slave链来执行,master/slave链通过State Channel状态通道方法与分片链进行纵向链接,横向平行的master/slave链间的跨分片交易则通过哈希时间锁的方式在限定时间内完成,通过在现有分片架构上实现横向与纵向的结构分层形成矩阵,以此来优化大量存在的片内/跨片数据交易.仿真实验表明,对比现有分片结构,改进的主从模式分片区块链矩阵的TPS表现1.67倍优于现有架构,交易时延可低至20 ms,交易失败率可低至1%. 展开更多
关键词 区块链 分片 master/slave 状态通道 哈希时间锁
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双机器人的任务分配和协同作业算法研究
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作者 李铁军 赵博言 +2 位作者 刘今越 贾晓辉 唐春瑞 《控制工程》 北大核心 2025年第4期577-585,共9页
针对双机器人难以实现合理的任务分配和协同作业的问题,提出了一种基于工作量平衡机制与主从协同蚁群优化算法完成双机器人的任务分配和协同作业的方法。首先,基于任务点集合建立不平衡任务指派模型,任务分配阶段通过迭代路径规划算法... 针对双机器人难以实现合理的任务分配和协同作业的问题,提出了一种基于工作量平衡机制与主从协同蚁群优化算法完成双机器人的任务分配和协同作业的方法。首先,基于任务点集合建立不平衡任务指派模型,任务分配阶段通过迭代路径规划算法平衡两机器人的工作量。然后,通过主从协同蚁群优化算法解算机器人之间避免干涉且保持工作量最小的多目标协同作业优化模型。最后,结合钢筋绑扎场景展开实验,实验结果表明,所提方法可以在两机器人之间实现合理的任务分配,减少二者的工作差异量,使其高效地完成钢筋绑扎作业,并且可以有效避免机器人在作业过程中发生干涉。 展开更多
关键词 双机器人 任务分配 主从协同 蚁群优化算法
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考虑削峰奖惩和精细化调控的多负荷主从博弈优化策略
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作者 杨旭 张奕欣 +2 位作者 张涛 高仕航 涂壤 《太阳能学报》 北大核心 2025年第10期526-535,共10页
针对单一电价策略无法满足多种柔性负荷充分调度的问题,提出一种考虑削峰贡献奖惩和精细化调控的多种柔性负荷主从博弈优化策略。首先,依据各柔性负荷能达到的最大削峰贡献,制定差异化的阶梯型奖惩机制;其次,将微网运营商作为领导者,将... 针对单一电价策略无法满足多种柔性负荷充分调度的问题,提出一种考虑削峰贡献奖惩和精细化调控的多种柔性负荷主从博弈优化策略。首先,依据各柔性负荷能达到的最大削峰贡献,制定差异化的阶梯型奖惩机制;其次,将微网运营商作为领导者,将用户聚合商、精细化温度控制的空调聚合商和考虑出行随机性的电动汽车聚合商作为跟随者,构建多种柔性的主从博弈优化模型;最后,算例表明该文策略能有效挖掘多种柔性负荷的削峰潜力,在此基础上实现微网与多种柔性负荷多方收益提升。 展开更多
关键词 需求响应 主从博弈 削峰填谷 优化决策 空调
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