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基于MPC的分布式电动汽车直接横摆力矩控制
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作者 吴坚 冯佳杰 何睿 《汽车文摘》 2026年第1期39-45,共7页
分布式电动汽车通过轮毂电机实现了独立、精确的转矩控制,为直接横摆力矩控制提供了新的技术路径,但传统策略存在能耗高、干预滞后等问题。为提升车辆稳定性与经济性,提出了一种基于模型预测控制的直接横摆力矩分层控制策略。上层基于... 分布式电动汽车通过轮毂电机实现了独立、精确的转矩控制,为直接横摆力矩控制提供了新的技术路径,但传统策略存在能耗高、干预滞后等问题。为提升车辆稳定性与经济性,提出了一种基于模型预测控制的直接横摆力矩分层控制策略。上层基于车辆二自由度模型设计附加横摆力矩,实现对车辆运动状态的实时预判与主动调节;下层以轮胎附着力利用率最小为目标,结合电机特性与路面附着约束进行转矩优化分配。通过CarSim与MATLAB/Simulink联合仿真,在双移线、蛇行等典型工况下验证控制效果。仿真结果表明,该策略有效控制了车辆的质心侧偏角和横摆角速度,提升了行驶安全性与灵活性,同时兼顾了经济性与稳定性。研究成果为分布式电动汽车的直接横摆力矩控制提供了工程化方案,其分层控制架构与约束优化方法对多电机驱动系统的协调控制具有参考价值。 展开更多
关键词 分布式电动汽车 模型预测控制 直接横摆力矩控制 转矩分配控制
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Research on the Evaluation of Risk Control Schemes for Engineering Projects under Uncertain Environments
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作者 Xiaoyang Zeng Weizhe Shu 《Journal of Architectural Research and Development》 2025年第6期66-71,共6页
To effectively select risk control schemes in uncertain environments,this paper has proposed an analysis and evaluation method based on the fuzzy comprehensive evaluation method.Firstly,enterprises have adopted the br... To effectively select risk control schemes in uncertain environments,this paper has proposed an analysis and evaluation method based on the fuzzy comprehensive evaluation method.Firstly,enterprises have adopted the brainstorming method and the Delphi method to identify risks in engineering projects,and organized the identified risks in the form of checklists to facilitate further analysis.Secondly,the fuzzy comprehensive evaluation theory was introduced to determine the comparison matrix of each risk factor and its weight.Furthermore,the top five risk factors in terms of weight ranking were taken as the evaluation factors for the selection of risk control plans.The plans were scored through the weighted scoring method,and the optimal risk control plan was determined based on the score.Finally,the feasibility of the proposed selection technology was verified through A research example of the risk control plan assessment for the construction project of Enterprise A. 展开更多
关键词 Engineering projects Fuzzy comprehensive evaluation method Uncertain environment Risk control schemes
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基于在线高斯模型驱动MPC的四旋翼轨迹跟踪控制 被引量:2
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作者 叶大鹏 陈书达 张之得 《飞行力学》 北大核心 2025年第1期56-62,共7页
针对四旋翼飞行器轨迹跟踪控制中模型预测控制(MPC)的标称模型不确定问题,提出了一种基于在线高斯过程回归模型增强的模型预测控制(OGP-MPC)方法,利用在线高斯过程回归(OGP)模型补偿标称模型的动力学误差。设计了一种新的在线GP模型更... 针对四旋翼飞行器轨迹跟踪控制中模型预测控制(MPC)的标称模型不确定问题,提出了一种基于在线高斯过程回归模型增强的模型预测控制(OGP-MPC)方法,利用在线高斯过程回归(OGP)模型补偿标称模型的动力学误差。设计了一种新的在线GP模型更新框架,通过引入子GP模型对新数据进行预处理,提高数据质量,进而迭代更新主GP模型参数,以实现自适应动力学模型误差补偿。仿真结果表明,相比传统MPC和GP-MPC,所提方法在圆形轨迹下的模型精度和跟踪精度提升均超过16%,空间曲线轨迹下提升超过5%。 展开更多
关键词 四旋翼 模型预测控制 数据驱动 高斯过程回归 轨迹跟踪
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Feedback control scheme of traffic jams based on the coupled map car-following model 被引量:6
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作者 周桐 孙棣华 +1 位作者 赵敏 李华民 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第9期203-208,共6页
Based on the pioneering work of Konishi et al. [Phys. Rev. E (1999) 60 4000], a new feedback control scheme is presented to suppress traffic jams based on the coupled map car-following model under the open boundary ... Based on the pioneering work of Konishi et al. [Phys. Rev. E (1999) 60 4000], a new feedback control scheme is presented to suppress traffic jams based on the coupled map car-following model under the open boundary condition. The effect of the safe headway on the traffic system is considered. According to the control theory, the condition under which traffic jams can be suppressed is analyzed. The results are compared with the previous results concerning congestion control. The simulations show that the suppression performance of our scheme on traffic jams is better than those of the previous schemes, although all the schemes can suppress traffic jams. The simulation results are consistent with theoretical analyses. 展开更多
关键词 traffic jam coupled map car-following model control scheme safe headway
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Trajectory tracking control of a VTOL unmanned aerial vehicle using offset-free tracking MPC 被引量:16
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作者 Tayyab MANZOOR Yuanqing XIA +1 位作者 Di-Hua ZHAI Dailiang MA 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第7期2024-2042,共19页
Designing a stable and robust flight control system for an Unmanned Aerial Vehicle(UAV)is an arduous task.This paper addresses the trajectory tracking control problem of a Ducted Fan UAV(DFUAV)using offset-free Model ... Designing a stable and robust flight control system for an Unmanned Aerial Vehicle(UAV)is an arduous task.This paper addresses the trajectory tracking control problem of a Ducted Fan UAV(DFUAV)using offset-free Model Predictive Control(MPC)technique in the presence of various uncertainties and external disturbances.The designed strategy aims to ensure adequate flight robustness and stability while overcoming the effects of time delays,parametric uncertainties,and disturbances.The six degrees of freedom DFUAV model is divided into three flight modes based on its airspeed,namely the hover,transition,and cruise mode.The Dryden wind turbulence is applied to the DFUAV in the linear and angular velocity component.Moreover,different uncertainties such as parametric,time delays in state and input,are introduced in translational and rotational components.From the previous work,the Linear Quadratic Tracker with Integrator(LQTI)is used for comparison to corroborate the performance of the designed controller.Simulations are computed to investigate the control performance for the aforementioned modes and different flight phases including the autonomous flight to validate the performance of the designed strategy.Finally,discussions are provided to demonstrate the effectiveness of the given methodology. 展开更多
关键词 Autonomous flight control Model Predictive control(mpc) Time delays Trajectory tracking Unmanned Aerial Vehicle(UAV)
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Multi-UAV coordination control by chaotic grey wolf optimization based distributed MPC with event-triggered strategy 被引量:15
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作者 Yingxun WANG Tian ZHANG +2 位作者 Zhihao CAI Jiang ZHAO Kun WU 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2020年第11期2877-2897,共21页
The paper proposes a new swarm intelligence-based distributed Model Predictive Control(MPC)approach for coordination control of multiple Unmanned Aerial Vehicles(UAVs).First,a distributed MPC framework is designed and... The paper proposes a new swarm intelligence-based distributed Model Predictive Control(MPC)approach for coordination control of multiple Unmanned Aerial Vehicles(UAVs).First,a distributed MPC framework is designed and each member only shares the information with neighbors.The Chaotic Grey Wolf Optimization(CGWO)method is developed on the basis of chaotic initialization and chaotic search to solve the local Finite Horizon Optimal Control Problem(FHOCP).Then,the distributed cost function is designed and integrated into each FHOCP to achieve multi-UAV formation control and trajectory tracking with no-fly zone constraint.Further,an event-triggered strategy is proposed to reduce the computational burden for the distributed MPC approach,which considers the predicted state errors and the convergence of cost function.Simulation results show that the CGWO-based distributed MPC approach is more computationally efficient to achieve multi-UAV coordination control than traditional method. 展开更多
关键词 Chaotic Grey Wolf Optimization(CGWO) Coordination control Distributed Model Predictive control(mpc) Event-triggered strategy MULTI-UAV
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MPC-based Motion Planning and Control Enables Smarter and Safer Autonomous Marine Vehicles:Perspectives and a Tutorial Survey 被引量:6
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作者 Henglai Wei Yang Shi 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2023年第1期8-24,共17页
Autonomous marine vehicles(AMVs)have received considerable attention in the past few decades,mainly because they play essential roles in broad marine applications such as environmental monitoring and resource explorat... Autonomous marine vehicles(AMVs)have received considerable attention in the past few decades,mainly because they play essential roles in broad marine applications such as environmental monitoring and resource exploration.Recent advances in the field of communication technologies,perception capability,computational power and advanced optimization algorithms have stimulated new interest in the development of AMVs.In order to deploy the constrained AMVs in the complex dynamic maritime environment,it is crucial to enhance the guidance and control capabilities through effective and practical planning,and control algorithms.Model predictive control(MPC)has been exceptionally successful in different fields due to its ability to systematically handle constraints while optimizing control performance.This paper aims to provide a review of recent progress in the context of motion planning and control for AMVs from the perceptive of MPC.Finally,future research trends and directions in this substantial research area of AMVs are highlighted. 展开更多
关键词 Autonomous marine vehicles(AMVs) model predictive control(mpc) motion control motion planning
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GROUP VELOCITY CONTROL SCHEME WITH LOW DISSIPATION 被引量:3
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作者 程军波 傅德薰 马延文 《Chinese Journal of Aeronautics》 SCIE EI CSCD 2000年第3期138-145,共8页
In order to prevent smearing the discontinuity, a modified term is added to the third order Upwind Compact Difference scheme to lower the dissipation error. Moreover, the dispersion error is controled to hold back the... In order to prevent smearing the discontinuity, a modified term is added to the third order Upwind Compact Difference scheme to lower the dissipation error. Moreover, the dispersion error is controled to hold back the non physical oscillation by means of the group velocity control. The scheme is used to simulate the interactions of shock density stratified interface and the disturbed interface developing to vortex rollers. Numerical results are satisfactory. 展开更多
关键词 low dissipation error group velocity control upwind compact difference scheme interactions of shock density stratified interface
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Experimental investigation of control updating period monitoring in industrial PLC-based fast MPC: Application to the constrained control of a cryogenic refrigerator 被引量:1
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作者 Francois BONNE Mazen ALAMIR Patrick BONNAY 《Control Theory and Technology》 EI CSCD 2017年第2期92-108,共17页
In this paper, a complete industrial validation of a recently published scheme for on-line adaptation of the control updating period in model predictive control is proposed. The industrial process that serves in the v... In this paper, a complete industrial validation of a recently published scheme for on-line adaptation of the control updating period in model predictive control is proposed. The industrial process that serves in the validation is a cryogenic refrigerator that is used to cool the supra-conductors involved in particle accelerators or experimental nuclear reactors. Two recently predicted features are validated: the first states that it is sometimes better to use less efficient (per iteration) optimizer if the lack of efficiency is overmcompensated by an increase in the updating control frequency. The second is that for a given solver, it is worth monitoring the control updating period based on the on-line measured behavior of the cost function. 展开更多
关键词 Fast mpc cryogenic refrigerators control updating period ODE-based optimization
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Safe Motion Planning and Control Framework for Automated Vehicles with Zonotopic TRMPC 被引量:2
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作者 Hao Zheng Yinong Li +1 位作者 Ling Zheng Ehsan Hashemi 《Engineering》 SCIE EI CAS CSCD 2024年第2期146-159,共14页
Model mismatches can cause multi-dimensional uncertainties for the receding horizon control strategies of automated vehicles(AVs).The uncertainties may lead to potentially hazardous behaviors when the AV tracks ideal ... Model mismatches can cause multi-dimensional uncertainties for the receding horizon control strategies of automated vehicles(AVs).The uncertainties may lead to potentially hazardous behaviors when the AV tracks ideal trajectories that are individually optimized by the AV's planning layer.To address this issue,this study proposes a safe motion planning and control(SMPAC)framework for AVs.For the control layer,a dynamic model including multi-dimensional uncertainties is established.A zonotopic tube-based robust model predictive control scheme is proposed to constrain the uncertain system in a bounded minimum robust positive invariant set.A flexible tube with varying cross-sections is constructed to reduce the controller conservatism.For the planning layer,a concept of safety sets,representing the geometric boundaries of the ego vehicle and obstacles under uncertainties,is proposed.The safety sets provide the basis for the subsequent evaluation and ranking of the generated trajectories.An efficient collision avoidance algorithm decides the desired trajectory through the intersection detection of the safety sets between the ego vehicle and obstacles.A numerical simulation and hardware-in-the-loop experiment validate the effectiveness and real-time performance of the SMPAC.The result of two driving scenarios indicates that the SMPAC can guarantee the safety of automated driving under multi-dimensional uncertainties. 展开更多
关键词 Automated vehicles Automated driving Motion planning Motion control Tube mpc ZONOTOPE
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Admission Control Scheme for Handover Service in High-Speed Train Communication System 被引量:1
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作者 赵宜升 纪红 陈忠辉 《Journal of Shanghai Jiaotong university(Science)》 EI 2015年第6期670-675,共6页
Admission control in high-speed train communication system is quite different from admission control in traditional cellular networks. Conventional admission control strategies cannot be directly applied to this speci... Admission control in high-speed train communication system is quite different from admission control in traditional cellular networks. Conventional admission control strategies cannot be directly applied to this special communication scenario. In this paper, the problem of admission control for handover service is investigated in high-speed train communication environment. An admission control scheme considering bit error rate(BER)and bandwidth borrowing strategy is proposed. On the basis of admission control decision rule taking BER into account, a part of bandwidth obtained by compressing variable rate service in the networks is provided for handover services. The admission control scheme can admit handover services as more as possible while it guarantees the lowest data rate of different services in the networks. Simulation results show that the proposed admission control scheme has a better performance than existing admission control schemes. 展开更多
关键词 admission control scheme handover service high-speed train communication
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Design of process and control scheme for cyclohexanol production from cyclohexene using reactive distillation 被引量:1
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作者 Mingyuan Hu Hui Tian 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2021年第12期96-105,共10页
Cyclohexanol is a commonly used organic compound.Currently,the most promising industrial process for synthesizing cyclohexanol,by cyclohexene hydration,suffers from a low conversion rate and difficult separation.In th... Cyclohexanol is a commonly used organic compound.Currently,the most promising industrial process for synthesizing cyclohexanol,by cyclohexene hydration,suffers from a low conversion rate and difficult separation.In this paper,a three-column process for catalytic distillation applicable in the hydration of cyclohexene to cyclohexanol was established to solve these.Simulation with Aspen Plus shows that the process has good advantages,the conversion of cyclohexene reached 99.3%,and the product purity was>99.2%.The stable operation of the distillation system requires a good control scheme.The design of the control scheme is very important.However,at present,the reactive distillation process for cyclohexene hydration is under investigation experimentally and by steady-state simulation.Therefore,three different plant-wide control schemes were established(CS1,CS2,CS3) and the position of temperature sensitive stage was selected by using sensitivity analysis method and singular value decomposition method.The Tyreus-Luyben empirical tuning method was used to tune the controller parameters.Finally,Aspen Dynamics simulation software was used to evaluate the performance of the three control schemes.By introducing ΔF±20% and χ_(ENE)±5%,comparison the changes in product purity and yield of the three different control schemes.By comparison,we can see that the control scheme CS3 has the best performance. 展开更多
关键词 Cyclohexene hydration Catalytic distillation control schemes Dynamic Simulation
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CONTROL SCHEMES FOR CMAC NEURAL NETWORK-BASED VISUAL SERVOING 被引量:1
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作者 Wang HuamingXi WenmingZhu JianyingDepartment of Mechanical andElectrical Engineering,Nanjing University of Aeronauticsand Astronautics,Nanjing 210016, China 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2003年第3期256-259,共4页
In IBVS (image based visual servoing), the error signal in image space should be transformed into the control signal in the input space quickly. To avoid the iterative adjustment and complicated inverse solution of im... In IBVS (image based visual servoing), the error signal in image space should be transformed into the control signal in the input space quickly. To avoid the iterative adjustment and complicated inverse solution of image Jacobian, CMAC (cerebellar model articulation controller) neural network is inserted into visual servo control loop to implement the nonlinear mapping. Two control schemes are used. Simulation results on two schemes are provided, which show a better tracking precision and stability can be achieved using scheme 2. 展开更多
关键词 CMAC Neural network control scheme Visual servoing
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基于MPC-IMFAC的船舶路径跟随控制方法研究 被引量:3
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作者 李诗杰 刘泰序 +2 位作者 刘佳仑 徐诚祺 何家伟 《中国舰船研究》 北大核心 2025年第1期317-325,共9页
[目的]旨在解决环境干扰和模型不确定性下的路径跟随控制问题,特别是外部风浪环境对船舶路径跟随控制的影响。[方法]在模型预测控制(MPC)控制器的基础上,引入改进无模型自适应控制(IMFAC)作为路径跟随控制补偿器,修正船舶状态与预测状... [目的]旨在解决环境干扰和模型不确定性下的路径跟随控制问题,特别是外部风浪环境对船舶路径跟随控制的影响。[方法]在模型预测控制(MPC)控制器的基础上,引入改进无模型自适应控制(IMFAC)作为路径跟随控制补偿器,修正船舶状态与预测状态之间的误差,以解决在突发横风和外部存在风浪等环境干扰下的模型精度不足问题,从而提高路径跟随控制精度。并以缩比KVLCC2船模为对象进行船舶路径跟随控制仿真实验。[结果]仿真结果表明,与传统MPC控制相比,MPC-IMFAC方法使船舶在突发干扰下最大绝对航向误差降低25.4%。在时变环境干扰下绝对航向平均误差减少2.6%。[结论]研究表明,该控制方法在确保路径跟随控制精度的基础上,具备较好的抗干扰能力。 展开更多
关键词 路径跟随控制 模型预测控制 无模型自适应控制 操纵性 运动控制 自适应控制系统
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Overall Evaluation of the Control Schemes of Automobile Pollution and Its Multi-Target Decision
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作者 李多松 王淑贞 陈浩 《International Journal of Mining Science and Technology》 SCIE EI 1998年第1期61-65,共5页
Various control schemes of automobile pollution are comprehensively evaluated by using the weighting and feyzzy methods, from which several feasible schemes are selected, and then mulit-target decision is made by usin... Various control schemes of automobile pollution are comprehensively evaluated by using the weighting and feyzzy methods, from which several feasible schemes are selected, and then mulit-target decision is made by using the minimum distance and hierarcby analysis methods, for determining the optimal control methods of automobile pollution. 展开更多
关键词 AUTOMOBILE POLLUTION control schemeS overall evaluation MULTI-TARGET DECISION
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Polyhedral Feasible Set Computation of MPC-Based Optimal Control Problems
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作者 Lantao Xie Lei Xie +1 位作者 Hongye Su Jingdai Wang 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2018年第4期765-770,共6页
Feasible sets play an important role in model predictive control(MPC) optimal control problems(OCPs). This paper proposes a multi-parametric programming-based algorithm to compute the feasible set for OCP derived from... Feasible sets play an important role in model predictive control(MPC) optimal control problems(OCPs). This paper proposes a multi-parametric programming-based algorithm to compute the feasible set for OCP derived from MPC-based algorithms involving both spectrahedron(represented by linear matrix inequalities) and polyhedral(represented by a set of inequalities) constraints. According to the geometrical meaning of the inner product of vectors, the maximum length of the projection vector from the feasible set to a unit spherical coordinates vector is computed and the optimal solution has been proved to be one of the vertices of the feasible set. After computing the vertices,the convex hull of these vertices is determined which equals the feasible set. The simulation results show that the proposed method is especially efficient for low dimensional feasible set computation and avoids the non-unicity problem of optimizers as well as the memory consumption problem that encountered by projection algorithms. 展开更多
关键词 Feasible set computation linear matrix inequalities(LMIs) model predictive control(mpc) POLYHEDRON
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Threshold Controlled Scheme of Difference Expansion Techniques for Reversible Watermarking
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作者 蒋历军 郭小涛 +2 位作者 杨浩 赵俊 庄天戈 《Journal of Shanghai Jiaotong university(Science)》 EI 2010年第5期541-548,共8页
Since Tian Jun proposed the difference expansion embedding technique,based on which,many reversible watermarking techniques were proposed.However,these methods do not perform well when the payload is high.In this pape... Since Tian Jun proposed the difference expansion embedding technique,based on which,many reversible watermarking techniques were proposed.However,these methods do not perform well when the payload is high.In this paper,we proposed an expandable difference threshold controlled scheme for these three methods.Experiments show that our scheme improves the performance of these three methods for heavy payload. 展开更多
关键词 difference expansion embedding technique reversible watermarking visual quality difference threshold controlled scheme
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A Dual-Channel Secure Transmission Scheme for Internet-Based Networked Control Systems
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作者 田德振 戴亚平 +1 位作者 胡敬炉 平泽宏太郎 《Journal of Beijing Institute of Technology》 EI CAS 2010年第2期183-190,共8页
Two significant issues in Internet-based networked control systems ( INCSs), transport performance of different protocols and security breach from Internet side, are investigated. First, for improving the performanc... Two significant issues in Internet-based networked control systems ( INCSs), transport performance of different protocols and security breach from Internet side, are investigated. First, for improving the performance of data transmission, user datagram protocol (UDP) is adopted as the main stand for controllers and plants using INCSs. Second, a dual-channel secure transmission scheme (DCSTS)based on data transmission characteristics of INCSs is proposed, in which a raw UDP channel and a secure TCP (transmission control protocol) connection making use of SSL/TLS (secure sockets layer/transport layer security) are included. Further, a networked control protocol (NCP) at application layer for supporting DCSTS between the controllers and plants in INCSs is designed, and it also aims at providing a universal communication mechanism for interoperability of devices among the networked control laboratories in Beijing Institute of Technology of China, Central South University of China and Tokyo University of Technology of Japan. By means of a networked single-degree-of-free- dom robot arm, an INCS under the new protocol and security environment is created. Compared with systems such as IPSec or SSL/TLS, which may cause more than 91% network throughput deduction, the new DCSTS protocol may yield results ten times better, being just 5.67%. 展开更多
关键词 Internet-based networked control system (INCS) networked control protocol(NCP) dual-channel secure transmission scheme(DCSTS)
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基于NSGA-Ⅱ优化的电动汽车热管理系统MPC策略开发及性能
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作者 戴春江 林文野 +4 位作者 李帅旗 陈翔 宋文吉 冯自平 Frédéric KUZNIK 《储能科学与技术》 北大核心 2025年第6期2200-2214,共15页
电动汽车热管理在保障电动汽车的安全性、提高舒适度和降低能耗等方面具有重要意义,而热管理系统的核心是优良的控制策略。本工作回顾了现有的电动汽车热管理系统控制策略的优点与不足,提出并评价了一种基于NSGA-Ⅱ算法优化的模型预测控... 电动汽车热管理在保障电动汽车的安全性、提高舒适度和降低能耗等方面具有重要意义,而热管理系统的核心是优良的控制策略。本工作回顾了现有的电动汽车热管理系统控制策略的优点与不足,提出并评价了一种基于NSGA-Ⅱ算法优化的模型预测控制(MPC)策略并用于电动汽车的热管理。首先建立了电动汽车热管理系统的仿真模型;随后通过融合MPC策略和NSGA-Ⅱ多目标优化提出了可以实现多目标控制的电动汽车热管理策略;最后通过比较多个工况下不同控制策略对汽车热管理系统性能的影响,以验证所提出的基于NSGA-Ⅱ优化的MPC策略的有效性。研究结果发现,在不同工况下,所提出的MPC策略均可有效控制乘员舱温度和电池温度,减小乘员舱温度和电池温度的波动幅度,削减汽车行驶工况剧烈变化对电池温度的影响;同时,MPC策略可有效降低热管理系统能耗,相对于开关控制策略和PID控制策略可实现可观的节能率,分别达到4%~15%和1%~6%。 展开更多
关键词 热管理 控制优化 mpc NSGA-Ⅱ 电动汽车
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Payload-oriented control scheme for rotating payload satellite considering inertia uncertainties and measurement errors
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作者 Yatao ZHAO Cheng WEI +1 位作者 Chengfei YUE Xibin CAO 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第10期335-352,共18页
For the remote sensing satellite with an unbalanced rotating payload suspended by an Active Magnetic Bearing(AMB),this paper proposes a payload-oriented control scheme where the high-precision payload attitude control... For the remote sensing satellite with an unbalanced rotating payload suspended by an Active Magnetic Bearing(AMB),this paper proposes a payload-oriented control scheme where the high-precision payload attitude control is dominating.Firstly,to suppress the disturbances induced by payload inertia uncertainties and state measurement errors,an integrated framework of parameter identification and nonlinear predictive filtering is proposed to estimate payload inertia parameters and system states from multi-timescale,noise-and drift-contaminated measurement data,breaking the mutual constraint between identification and filter.Secondly,based on the estimation results,the control law and bearing electromagnetic force allocation strategy of the payloadoriented scheme are provided,so that the payload tracks the desired motion and the satellite platform follows payload to prevent the air gap of AMB from exceeding the safety threshold.Finally,the simulations are carried out to verify the advantages of the proposed control scheme in enhancing the payload control precision and isolating the platform vibration. 展开更多
关键词 Attitude control Identification Payload-oriented scheme SATELLITES State estimation
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