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Coordinated control strategy for multi-DG DC microgrid based on two-layer fuzzy neural network
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作者 Hao Pan Limin Jia 《Global Energy Interconnection》 2025年第5期732-746,共15页
Conventional coordinated control strategies for DC bus voltage signal(DBS)in islanded DC microgrids(IDCMGs)struggle with coordinating multiple distributed generators(DGs)and cannot effectively incorporate state of cha... Conventional coordinated control strategies for DC bus voltage signal(DBS)in islanded DC microgrids(IDCMGs)struggle with coordinating multiple distributed generators(DGs)and cannot effectively incorporate state of charge(SOC)information of the energy storage system,thereby reducing the system flexibility.In this study,we propose an adaptive coordinated control strategy that employs a two-layer fuzzy neural network controller(FNNC)to adapt to varying operating conditions in an IDCMG with multiple PV and battery energy storage system(BESS)units.The first-layer FNNC generates optimal operating mode commands for each DG,thereby avoiding the requirement for complex operating modes based on SOC segmentation.An optimal switching sequence logic prioritizes the most appropriate units during mode transitions.The second-layer FNNC dynamically adjusts the droop power to overcome power distribution challenges among DG groups.This helps in preventing the PV power from exceeding the limits and mitigating the risk of BESS overcharging or over-discharging.The simulation results indicate that the proposed strategy enhances the coordinated operation of multi-DG IDCMGs,thereby ensuring the efficient and safe utilization of PV and BESS. 展开更多
关键词 DC microgrid Distributed generation Droop control Fuzzy neural network coordinated control
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Adaptive neural network control for coordinated motion of a dual-arm space robot system with uncertain parameters 被引量:1
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作者 郭益深 陈力 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2008年第9期1131-1140,共10页
Control of coordinated motion between the base attitude and the arm joints of a free-floating dual-arm space robot with uncertain parameters is discussed. By combining the relation of system linear momentum conversati... Control of coordinated motion between the base attitude and the arm joints of a free-floating dual-arm space robot with uncertain parameters is discussed. By combining the relation of system linear momentum conversation with the Lagrangian approach, the dynamic equation of a robot is established. Based on the above results, the free-floating dual-arm space robot system is modeled with RBF neural networks, the GL matrix and its product operator. With all uncertain inertial system parameters, an adaptive RBF neural network control scheme is developed for coordinated motion between the base attitude and the arm joints. The proposed scheme does not need linear parameterization of the dynamic equation of the system and any accurate prior-knowledge of the actual inertial parameters. Also it does not need to train the neural network offline so that it would present real-time and online applications. A planar free-floating dual-arm space robot is simulated to show feasibility of the proposed scheme. 展开更多
关键词 flee-floating dual-arm space robot RBF neural network GL matrix andits product operator coordinated motion adaptive control
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Coordinated control of coastal multi-source multi-load system with desalination load: a review 被引量:3
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作者 Ming Zhong Lu Jin +3 位作者 Jiyu Xia Ling Cheng Peiyu Chen Rong Zeng 《Global Energy Interconnection》 2019年第4期300-309,共10页
Traditional seawater desalination requires high amounts of energy, with correspondingly high costs and limited benefits, hindering wider applications of the process. To further improve the comprehensive economic benef... Traditional seawater desalination requires high amounts of energy, with correspondingly high costs and limited benefits, hindering wider applications of the process. To further improve the comprehensive economic benefits of seawater desalination, the desalination load can be combined with renewable energy sources such as solar energy, wind energy, and ocean energy or with the power grid to ensure its effective regulation. Utilizing energy internet(EI) technology, energy balance demand of the regional power grid, and coordinated control between coastal multi-source multi-load and regional distribution network with desalination load is reviewed herein. Several key technologies, including coordinated control of coastal multi-source multi-load system with seawater desalination load, flexible interaction between seawater desalination and regional distribution network, and combined control of coastal multi-source multi-load storage system with seawater desalination load, are discussed in detail. Adoption of the flexible interaction between seawater desalination and regional distribution networks is beneficial for solving water resource problems, improving the ability to dissipate distributed renewable energy, balancing and increasing grid loads, improving the safety and economy of coastal power grids, and achieving coordinated and comprehensive application of power grids, renewable energy sources, and coastal loads. 展开更多
关键词 DESALINATION Distribution network Power grids MULTI-SOURCE multi-load coordinateD control
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Constrained Power Plant Coordinated Predictive Control Using Neurofuzzy Model 被引量:1
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作者 LIU Xiang-Jie LIU Ji-Zhen 《自动化学报》 EI CSCD 北大核心 2006年第5期785-790,共6页
In unit steam-boiler generation, a coordinated control strategy is required to ensure a higher rate of load change without violating thermal constraints. The process is characterized by nonlinearity and uncertainty. W... In unit steam-boiler generation, a coordinated control strategy is required to ensure a higher rate of load change without violating thermal constraints. The process is characterized by nonlinearity and uncertainty. While neural networks can model highly complex nonlinear dynamical systems, they produce black box models. This has led to significant interest in neuro-fuzzy networks (NFNs) to represent a nonlinear dynamical process by a set of locally valid and simpler submodels. Two alternative methods of exploiting the NFNs within a generalised predictive control (GPC) framework for nonlinear model predictive control are described. Coordinated control of steam-boiler generation using the two nonlinear GPC methods show excellent tracking and disturbance rejection results and improved performance compared with conventional linear GPC. 展开更多
关键词 coordinated control neuro-fuzzy networks GPC
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Coordinated Control of Multi-Agent Systems with a Varying-Velocity Leader and Input Saturation 被引量:1
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作者 PENG Ke SU Hou-Sheng YANG Yu-Pu 《Communications in Theoretical Physics》 SCIE CAS CSCD 2009年第9期449-456,共8页
In this paper,we investigate a leader-following tracking problem for multi-agent systems with boundedinputs.We propose a distributed bounded protocol for each follower to track a leader whose states may not be complet... In this paper,we investigate a leader-following tracking problem for multi-agent systems with boundedinputs.We propose a distributed bounded protocol for each follower to track a leader whose states may not be completelymeasured.We theoretically prove that each agent can follow the leader with estimable track errors.Finally,somenumerical simulations are presented to illustrate our theoretical results. 展开更多
关键词 CONSENSUS coordinated control multi-agent system networked system input saturation switching topology
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Robust Control and Stabilization of Autonomous Vehicular Systems under Deception Attacks and Switching Signed Networks
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作者 Muflih Alhazmi Waqar Ul Hassan +5 位作者 Saba Shaheen Mohammed M.A.Almazah Azmat Ullah Khan Niazi Nafisa A.Albasheir Ameni Gargouri Naveed Iqbal 《Computer Modeling in Engineering & Sciences》 2025年第11期1903-1940,共38页
This paper proposes a model-based control framework for vehicle platooning systems with secondorder nonlinear dynamics operating over switching signed networks,time-varying delays,and deception attacks.The study inclu... This paper proposes a model-based control framework for vehicle platooning systems with secondorder nonlinear dynamics operating over switching signed networks,time-varying delays,and deception attacks.The study includes two configurations:a leaderless structure using Finite-Time Non-Singular Terminal Bipartite Consensus(FNTBC)and Fixed-Time Bipartite Consensus(FXTBC),and a leader—follower structure ensuring structural balance and robustness against deceptive signals.In the leaderless model,a bipartite controller based on impulsive control theory,gauge transformation,and Markovian switching Lyapunov functions ensures mean-square stability and coordination under deception attacks and communication delays.The FNTBC achieves finite-time convergence depending on initial conditions,while the FXTBC guarantees fixed-time convergence independent of them,providing adaptability to different operating states.In the leader—follower case,a discontinuous impulsive control law synchronizes all followers with the leader despite deceptive attacks and switching topologies,maintaining robust coordination through nonlinear corrective mechanisms.To validate the approach,simulations are conducted on systems of five and seventeen vehicles in both leaderless and leader—follower configurations.The results demonstrate that the proposed framework achieves rapid consensus,strong robustness,and high resistance to deception attacks,offering a secure and scalable model-based control solution for modern vehicular communication networks. 展开更多
关键词 Autonomous vehicles vehicle platooning STABILIZATION decision and control systems switching signed networks leader–follower coordination gauge transformation Lyapunov stability deception and cybe-security attacks secure vehicular networks
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Tracking Control of Multi-Agent Systems Using a Networked Predictive PID Tracking Scheme 被引量:3
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作者 Guo-Ping Liu 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第1期216-225,共10页
With the rapid development of network technology and control technology,a networked multi-agent control system is a key direction of modern industrial control systems,such as industrial Internet systems.This paper stu... With the rapid development of network technology and control technology,a networked multi-agent control system is a key direction of modern industrial control systems,such as industrial Internet systems.This paper studies the tracking control problem of networked multi-agent systems with communication constraints,where each agent has no information on the dynamics of other agents except their outputs.A networked predictive proportional integral derivative(PPID)tracking scheme is proposed to achieve the desired tracking performance,compensate actively for communication delays,and simplify implementation in a distributed manner.This scheme combines the past,present and predictive information of neighbour agents to form a tracking error signal for each agent,and applies the proportional,integral,and derivative of the agent tracking error signal to control each individual agent.The criteria of the stability and output tracking consensus of multi-agent systems with the networked PPID tracking scheme are derived through detailed analysis on the closed-loop systems.The effectiveness of the networked PPID tracking scheme is illustrated via an example. 展开更多
关键词 coordinative tracking control networked multiagent systems PID control predictive control
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Dynamic Coordination of Uncalibrated Hand/Eye Robotic System Based on Neural Network 被引量:1
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作者 Su, J. Pan, Q. Xi, Y. 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2001年第3期45-50,共6页
A nonlinear visual mapping model is presented to replace the image Jacobian relation for uncalibrated hand/eye coordination. A new visual tracking controller based on artificial neural network is designed. Simulation ... A nonlinear visual mapping model is presented to replace the image Jacobian relation for uncalibrated hand/eye coordination. A new visual tracking controller based on artificial neural network is designed. Simulation results show that this method can drive the static tracking error to zero quickly and keep good robustness and adaptability at the same time. In addition, the algorithm is very easy to be implemented with low computational complexity. 展开更多
关键词 Adaptive algorithms Computational complexity Computer simulation coordinate measuring machines Error detection Mathematical models Neural networks Robotic arms Robustness (control systems) Stereo vision
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The Accuracy of GIS Tools for Transforming Assumed Total Station Surveys to Real World Coordinates 被引量:1
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作者 Ragab Khalil 《Journal of Geographic Information System》 2013年第5期486-491,共6页
Most surveying works for mapping or GIS applications are performed with total station. Due to the remote nature of many of the sites surveyed, the surveys are often done in unprojected, local, assumed coordinate syste... Most surveying works for mapping or GIS applications are performed with total station. Due to the remote nature of many of the sites surveyed, the surveys are often done in unprojected, local, assumed coordinate systems. However, without the survey data projected in real world coordinates, the range of possible analyses is limited and the value of existing imagery, elevation models, and hydrologic layers cannot be exploited. This requires a transformation from the local assumed to the real world coordinate systems. There are various built-in and add-in tools to perform transformations through GIS programs. This paper studies the effect of using Georeferencing tool, Spatial Adjustment tool (Affine and similarity) and CHaMP tool on the precision and relative accuracy of total station survey. This transformation requires real-world coordinates of at least two control points, which can be collected from different sources. This paper also studies the effect of using geodetic GPS, hand-held GPS, Google Earth (GE) and Bing Basemaps as sources for control points on the precision and relative accuracy of total station survey. These effects have been tested by using 111 points covered area of 60,000 m2and the results have shown that the CHaMP tool is the best for preserving the relative accuracy of the transformed points. The Georeferencing and spatial adjustment (similarity) tools give the same results and their accuracy are between 1/1000 and 1/300 depending on the source of control points. The results have also shown that the cornerstone to preserve the precision and relative accuracy of the transformed coordinates is the relative position of the control points despite their source. 展开更多
关键词 control network Topographic SURVEYING coordinate Transformation Spatial Adjustment GEOREFERENCING CHAMP ACCURACY Total Station
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Engineering coordinate system for vertical mine region based on GPS technique
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作者 LU Xiu-shan~1, ZHANG Dong-jian~2, ZHEN Zuo-ya~3, HAN Xiao-dong~1, GUO Heng-qing~2 (1. School of Geoscience and Technology, Shandong University of Science and Technology, Tai’an 701019, China 2. Yanzhou Coal Industry Group Company, Ji’ning 272100, China 3. Shanghai Astronomical Observatories, Chinese Academy of Sciences, Shanghai 200030, China) 《中国有色金属学会会刊:英文版》 CSCD 2005年第S1期225-229,共5页
For the problems existing in control network of vertical mine region established by conventional way, this paper advances a new scheme of establishing engineering coordinate system for vertical mine region. Based on t... For the problems existing in control network of vertical mine region established by conventional way, this paper advances a new scheme of establishing engineering coordinate system for vertical mine region. Based on the GPS positioning technique, through the relationship of coordinate transformation about a group of connecting points, the transforming parameters between the WGS-84 system and the Beijing54 system or Xi’an80 system about the region were calculated. The plane coordinate systems about the region can be maintained with a few of GPS control points using the method of GPS level, and fits the quasi-geoid about the region based on the Ellipsoid WGS-84. Huanghai Vertical Datum 1985 about the region can be maintained with the Ellipsoid WGS-84 as datum plane. Practice proves that there are advantages using the scheme to establish engineering coordinate system: the coordinate system as engineering foundation for vertical mine region will be in preservation for a long time; it is convenient and easy to carry out daily surveying work based on this coordinate system. 展开更多
关键词 coordinate system control network GPS POSITIONING GPS level QUASI-GEOID
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Remote Measurement in Steel Grid Structure Based on Control Grid Network
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作者 YI Xiaodong YI Xuefeng WEI Erhu 《Geo-Spatial Information Science》 2009年第4期303-306,共4页
Based on a control grid network and in combination with a remote total station and digital camera,the distribution of steel nodes and deflection curve of a steel grid structure can be obtained easily.The measurement r... Based on a control grid network and in combination with a remote total station and digital camera,the distribution of steel nodes and deflection curve of a steel grid structure can be obtained easily.The measurement result shows that this method is effective and utilitarian. 展开更多
关键词 steel grid structure ball nodal point control grid network image coordinate 3D digital model
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A Media Access Control Scheme for Service Differentiation in Ad hoc Networks
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作者 杨彦彬 郭慧清 《Journal of Donghua University(English Edition)》 EI CAS 2010年第5期681-686,共6页
IEEE 802.11 distributed coordination function(DCF)can alleviate the collision and hidden station problem,but it doesn't differentiate traffic categories(TC).Therefore,it can't provide sufficient quality of ser... IEEE 802.11 distributed coordination function(DCF)can alleviate the collision and hidden station problem,but it doesn't differentiate traffic categories(TC).Therefore,it can't provide sufficient quality of service(QoS)support for different TC.Recently,a new contention-based enhanced distributed channel access(EDCA)scheme is proposed which provides a probabilistic QoS support.In this paper,an improved EDCA scheme for service differentiation in ad hoc networks is proposed.In this scheme,signal channel resistance coefficient is used to adjust the contention window(CW).It proves that the scheme provides the traffic differentiation,high throughput and low delay through simulation. 展开更多
关键词 ad hoc networks medium access control distributed coordination function enhanced distributed channel access contention window
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基于柔性互联的有源配电网协调优化降损方法
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作者 李铁成 李晓军 +3 位作者 杨鹏 梁纪峰 杨潇 杜建桥 《华北电力大学学报(自然科学版)》 北大核心 2026年第1期36-44,共9页
针对高比例光伏接入下有源配电网产生的较高网损的问题,提出了利用旋转式潮流控制器(RPFC)与无功补偿电容器组(CB)的协调优化降损方法。首先,建立智能软开关(SOP)及RPFC这两种柔性互联装置模型;其次,以配电网总运行费用最低为目标,建立... 针对高比例光伏接入下有源配电网产生的较高网损的问题,提出了利用旋转式潮流控制器(RPFC)与无功补偿电容器组(CB)的协调优化降损方法。首先,建立智能软开关(SOP)及RPFC这两种柔性互联装置模型;其次,以配电网总运行费用最低为目标,建立含SOP/RPFC和无功补偿装置(CB)的有源配电网二阶锥优化模型;最后,在改进的IEEE33节点配电网下分别对不同配置方案的配电网二阶锥模型进行仿真求解。结果表明,通过RPFC与无功补偿装置CB的协调优化,在经济性与降损效果方面均优于SOP与CB的组合,同时电压也运行在安全范围,可实现配电网的安全经济运行。 展开更多
关键词 柔性互联 有源配电网 旋转式潮流控制器 智能软开关 协调优化
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电力传输网多区域分布式协同控制方法仿真
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作者 李辉 李旭 +2 位作者 刘宇明 罗思洋 陈文专 《电子设计工程》 2026年第2期154-158,共5页
在电力传输网多区域运行环境中,因分布式电源渗透率攀升、负荷动态异质化及复杂非线性耦合等因素,导致系统频率失稳等问题频发。为此,进行了电力传输网多区域分布式协同控制方法仿真研究。通过获取非线性不确定鲁棒分布式协调变量,设计... 在电力传输网多区域运行环境中,因分布式电源渗透率攀升、负荷动态异质化及复杂非线性耦合等因素,导致系统频率失稳等问题频发。为此,进行了电力传输网多区域分布式协同控制方法仿真研究。通过获取非线性不确定鲁棒分布式协调变量,设计自适应鲁棒控制协议,利用协调变量融合全局约束与区域间信息,有效抑制系统非线性项与未知干扰。构建包含协调变量的多区域协同控制仿真模型,设计多区域协同控制策略,实现全局约束与分布式决策的有机融合,从而达成电力传输网多区域分布式协同控制。仿真实验表明,该方法控制频率波动范围稳定在限定范围47.6~48.4 Hz内,且在相同时段内母线电压与标准电压一致,分别为520 kV(09:00—12:00)、580 kV(06:00—09:00与12:00—18:00),有效提升了对动态拓扑与复杂场景的适应能力。 展开更多
关键词 电力传输网 多区域 分布式协同控制 协调变量 鲁棒控制
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基于市场机制引导下的源网荷储协同参与储能运行控制研究
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作者 宣筱青 王祥浩 《科学技术创新》 2026年第3期65-68,共4页
为了构建适应高比例可再生能源接入的新型电力系统,开展基于市场机制引导下的源网荷储协同参与储能运行控制研究。通过介绍市场机制引导下的电力市场架构、需求侧与电力系统的互动关系、分时电价调控模型以及基于峰谷套利的储能运行控... 为了构建适应高比例可再生能源接入的新型电力系统,开展基于市场机制引导下的源网荷储协同参与储能运行控制研究。通过介绍市场机制引导下的电力市场架构、需求侧与电力系统的互动关系、分时电价调控模型以及基于峰谷套利的储能运行控制方法,分析源网荷储协同参与储能运行的关键技术和调控策略,提出一种综合考虑经济性和安全性的储能优化控制框架。研究结果表明:市场机制能够有效引导需求侧资源参与系统调节,分时电价模型可显著提升储能设备的套利空间,所提出的峰谷套利控制方法在保证电网安全运行的同时实现了经济效益最大化。 展开更多
关键词 市场机制 源网荷储 协同 储能 调控 运行控制
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Synchronization of networked multibody systems using fundamental equation of mechanics 被引量:2
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作者 Jun LIU Jinchen JI Jin ZHOU 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI CSCD 2016年第5期555-572,共18页
From the analytical dynamics point of view, this paper develops an optimal control framework to synchronize networked multibody systems using the fundamental equation of mechanics. A novel robust control law derived f... From the analytical dynamics point of view, this paper develops an optimal control framework to synchronize networked multibody systems using the fundamental equation of mechanics. A novel robust control law derived from the framework is then used to achieve complete synchronization of networked identical or non-identical multibody systems formulated with Lagrangian dynamics. A distinctive feature of the developed control strategy is the introduction of network structures into the control requirement. The control law consists of two components, the first describing the architecture of the network and the second denoting an active feedback control strategy. A corresponding stability analysis is performed by the algebraic graph theory. A representative network composed of ten identical or non-identical gyroscopes is used as an illustrative example. Numerical simulation of the systems with three kinds of network structures, including global coupling, nearest-neighbour, and small-world networks, is given to demonstrate effectiveness of the proposed control methodology. 展开更多
关键词 fundamental equation of mechanics analytical dynamics synchronization networked multibody system gyrodynamics coordinate control
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Coordination of multiple mobile robots with limited communication range in pursuit of single mobile target in cluttered environment 被引量:1
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作者 Jianying ZHENG Haibin YU +2 位作者 Meng ZHENG Wei LIANG Peng ZENG 《控制理论与应用(英文版)》 EI 2010年第4期441-446,共6页
This paper addresses the problem of coordinating multiple mobile robots in searching for and capturing a mobile target,with the aim of reducing the capture time.Compared with the previous algorithms,we assume that the... This paper addresses the problem of coordinating multiple mobile robots in searching for and capturing a mobile target,with the aim of reducing the capture time.Compared with the previous algorithms,we assume that the target can be detected by any robot and captured successfully by two or more robots.In this paper,we assume that each robot has a limited communication range.We maintain the robots within a mobile network to guarantee the successful capture.In addition,the motion of the target is modeled and incorporated into directing the motion of the robots to reduce the capture time.A coordination algorithm considering both aspects is proposed.This algorithm can greatly reduce the expected time of capturing the mobile target.Finally,we validate the algorithm by the simulations and experiments. 展开更多
关键词 Multirobot system Distributed control Mobile network Probabilistic strategy Limited communication range Target tracking coordinated control
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Neural Network Based Adaptive Tracking of Nonlinear Multi-Agent System 被引量:1
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作者 Bo-Xian Lin Wei-Hao Li +1 位作者 Kai-Yu Qin Xi Chen 《Journal of Electronic Science and Technology》 CAS CSCD 2021年第2期144-154,共11页
In this paper,the problems of robust consensus tracking control for the second-order multi-agent system with uncertain model parameters and nonlinear disturbances are considered.An adaptive control strategy is propose... In this paper,the problems of robust consensus tracking control for the second-order multi-agent system with uncertain model parameters and nonlinear disturbances are considered.An adaptive control strategy is proposed to smooth the agent’s trajectory,and the neural network is constructed to estimate the system’s unknown components.The consensus conditions are demonstrated for tracking a leader with nonlinear dynamics under an adaptive control algorithm in the absence of model uncertainties.Then,the results are extended to the system with unknown time-varying disturbances by applying the neural network estimation to compensating for the uncertain parts of the agents’models.Update laws are designed based on the Lyapunov function terms to ensure the effectiveness of robust control.Finally,the theoretical results are verified by numerical simulations,and a comparative experiment is conducted,showing that the trajectories generated by the proposed method exhibit less oscillation and converge faster. 展开更多
关键词 coordinated tracking leader following consensus neural network based adaptive control robust control uncertain nonlinear system
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A Low-Cost Testbed of Underwater Mobile Sensing Network
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作者 尚桂杨 冯正平 连琏 《Journal of Shanghai Jiaotong university(Science)》 EI 2011年第4期502-507,共6页
Comprised by a swarm of acoustically linked and cooperative autonomous underwater vehicles(AUVs) with onboard sensors,an underwater mobile sensing network(UMSN) will be a complementary means to fixed observatory netwo... Comprised by a swarm of acoustically linked and cooperative autonomous underwater vehicles(AUVs) with onboard sensors,an underwater mobile sensing network(UMSN) will be a complementary means to fixed observatory networks,e.g.seafloor observatory networks and moored buoy arrays.It has obvious advantages over a single large AUV in higher efficiency due to parallel observation,stronger robustness to vehicle failures and lower cost.Although an UMSN can be viewed as a counterpart of wireless mobile sensing networks for air and terrestrial applications,it is much more challenging due to poor performance of underwater acoustic communication, poor performance of underwater positioning and high degree of uncertainty in vehicle dynamics and underwater environment.In order to verify key technologies involved in an UMSN,e.g.cooperation of multi-AUVs based on acoustic communication,a low cost testbed has been developed for experimental study.The design of both hardware and software is introduced.Also the results of a functional test for verification of the effectiveness of the testbed are presented. 展开更多
关键词 underwater mobile sensing network(UMSN) autonomous underwater vehicle(AUV) TESTBED coordination and cooperation control
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Observer-based event-triggered networked multi-drives speed consensus
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作者 Suhaib Masroor Chen Peng 《Digital Communications and Networks》 SCIE CSCD 2022年第5期763-769,共7页
The problem of having an identical speed when dealing with multiple motors always exists in the industry.There are several methods to address the problem,but all the methodologies have two common drawbacks.Firstly,the... The problem of having an identical speed when dealing with multiple motors always exists in the industry.There are several methods to address the problem,but all the methodologies have two common drawbacks.Firstly,the control design requires continuous information on the desired speed and the actual speed of motors;secondly,it is sometimes difficult to directly measure the speed variables.In the proposed study,both of these drawbacks are addressed by designing an observer-based event-triggered networked multi-agent system.The proposed method uses the leader following consensus approach with a centralized event triggering control design so that whenever a follower's speed diverges from that of the leader,an event is triggered,which communicates and resets all the agents to the leader's speed.Moreover,an observer is designed such that the ith agent uses its jth neighbor agent and observer speed information to estimate the leader's speed.The stability of the proposed design is formulated by Lyapunov stability,while the simulation results endorse the design concepts and energy saving. 展开更多
关键词 Multi-agent coordination control Centralized event triggering network control system Sylvester equation Lyapunov stability
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