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弱电网下基于混合控制型双馈风电机组稳定性分析 被引量:8
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作者 谢震 许可宝 +2 位作者 高翔 杨淑英 张兴 《中国电机工程学报》 EI CSCD 北大核心 2022年第20期7426-7438,共13页
随着风电渗透率的提高,电网逐渐呈现弱电网特性。传统的电流控制型双馈风力发电机(current controlled doubly fed induction generator,CC-DFIG)组由于锁相环的影响,难以在弱电网下稳定运行。混合控制型双馈风力发电机(hybrid controll... 随着风电渗透率的提高,电网逐渐呈现弱电网特性。传统的电流控制型双馈风力发电机(current controlled doubly fed induction generator,CC-DFIG)组由于锁相环的影响,难以在弱电网下稳定运行。混合控制型双馈风力发电机(hybrid controlled doubly fed induction generator,HC-DFIG)组定子侧采用功率同步的方式,适合在弱电网下运行。为进一步对HC-DFIG的稳定性进行分析,运用D分割法,在多重稳定条件的约束下,得到HC-DFIG的控制器参数稳定范围和控制器参数变化对DFIG稳定性的影响,以及HC-DFIG和CC-DFIG两种控制策略适合运行的电网短路比范围,并设计两种策略的交替切换来提高DFIG并网稳定性。最后通过仿真和实验进行验证。 展开更多
关键词 双馈风力发电机 混合控制型 D分割法
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变压器式混合控制型可调电抗器的控制策略研究
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作者 蒋应伟 侯凯 +1 位作者 武迪 隗华荣 《电气自动化》 2017年第3期57-60,共4页
随着我国电力系统的快速发展,可调电抗器作为可动态补偿无功和稳定电压的新型FACTS装置,得到了广泛应用。变压器式可调电抗器响应速度较快、易实现高压应用,成为研究热点。基于一种潜力较大的变压器式混合控制型可调电抗器拓扑,阐述了... 随着我国电力系统的快速发展,可调电抗器作为可动态补偿无功和稳定电压的新型FACTS装置,得到了广泛应用。变压器式可调电抗器响应速度较快、易实现高压应用,成为研究热点。基于一种潜力较大的变压器式混合控制型可调电抗器拓扑,阐述了晶闸管投切和VSC闭环PWM调制的混合控制策略。针对存在绕组高短路阻抗设计误差和各绕组互感影响难题,目前大部分研究均从结构优化角度进行改进。从控制角度入手,将可调电抗器的整体输出无功引入到VSC的闭环控制中,提出了一种无功顶层闭环反馈控制方法,实现了可调电抗器整体输出的精确控制。此外,研究表明,相比电流内环PI控制器,采用电流滞环控制可提高可调电抗器输出的暂态性能。 展开更多
关键词 变压器式可调电抗器 混合控制型 顶层闭环反馈控制 控制策略 智能电网
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弱电网下基于准静态模型的混合控制微电网逆变器同步稳定性研究 被引量:18
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作者 于彦雪 马慧敏 +2 位作者 陈晓光 郑雪梅 李浩昱 《电工技术学报》 EI CSCD 北大核心 2022年第1期152-164,共13页
当多逆变器并联接入弱电网时,高电网阻抗与逆变器间的相互作用,易引发逆变器并网同步过程中的稳定性问题。针对弱电网下电流电压混合控制型微电网(HMG)逆变器的同步稳定性,通过建立准静态模型,分析锁相环(PLL)和虚拟同步机(VSG)在HMG系... 当多逆变器并联接入弱电网时,高电网阻抗与逆变器间的相互作用,易引发逆变器并网同步过程中的稳定性问题。针对弱电网下电流电压混合控制型微电网(HMG)逆变器的同步稳定性,通过建立准静态模型,分析锁相环(PLL)和虚拟同步机(VSG)在HMG系统中的同步机制,讨论PLL和VSG同步环间相互作用对电流(电压)控制型逆变器稳态工作点的影响,进而得到弱电网下HMG同步稳定性与电网阻抗、电网电压之间的关系。在此基础上,考虑弱电网下发生的电网电压跌落故障,对HMG同步稳定性与各逆变器稳态工作点、同步环参数之间的关系进行分析。实验结果验证了理论分析的正确性,为实际中HMG给定指令和同步参数的合理配置提供指导。 展开更多
关键词 弱电网 混合控制型微电网 多逆变器 准静态模 同步稳定性
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ROBUST ADAPTIVE CONTROL SCHEME FOR IMPROVING LOW-SPEED PROFILE TRACKING PERFORMANCE OF HYBRID STEPPING MOTOR SERVO DRIVE 被引量:3
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作者 陈卫东 容启亮 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2007年第1期8-16,共9页
A robust adaptive control approach is presented to improve the performance of the control scheme proposed in the authors' previous work, aiming at producing a low ripple hybrid stepping motor servo drive for precisio... A robust adaptive control approach is presented to improve the performance of the control scheme proposed in the authors' previous work, aiming at producing a low ripple hybrid stepping motor servo drive for precision profile tracking at a low speed. In order to construct a completely integrated control design philosophy to reduce torque ripple and at the same time to enhance tracking performance, the properties of nonlinear uncertainties in the system dynamics are uncovered, and then incorporated into the design of the controller. The system uncertainties concerned with ripple dynamics and other external disturbances are composed of two categories. The first category of uncertainties with linear parameterization arising from the detention effect is dealt with by the wellknown adaptive control method. A robust adaptive method is used to deal with the second category of uncertainties resulting from the non-sinusoidal flux distribution. The μ-modification scheme is used to cease parameter adaptation by the robust adaptive control law, thus ensuring that the trajectory tracking error asymptotically converges to a pre-specified boundary. Experiments are performed with a typical hybrid stepping motor to test its profile tracking accuracy. Results confirm the proposed control scheme. 展开更多
关键词 robust adaptive control tracking control stepping motor torque ripple
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MATHEMATICAL ANALYSIS OF DRUG RELEASE FROM A MONOLITHIC MATRIX WITH AN INITIALLY LINEAR CONCENTRATION DISTRIBUTION
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作者 徐铜文 张国亮 +2 位作者 张凤宝 王淑兰 王绍亭 《Transactions of Tianjin University》 EI CAS 1997年第2期82-87,共6页
Based on the principle of chemical engineering in the multisubject field—drug delivery, the release kinetics of the slab monolithic matrix with an initially linear concentration distribution is studied in this paper.... Based on the principle of chemical engineering in the multisubject field—drug delivery, the release kinetics of the slab monolithic matrix with an initially linear concentration distribution is studied in this paper. It can be used to describe the later stage when drug loading is above its solubility limit. A comprehensive model is proposed and the generalized solutions are acquired by Laplace transformation, from which a special case, i.e. a perfect sink has been deduced. According to the derived equations, the concentration profiles in the matrix has been computed and illustrated and the effect of volume of extraction medium on release has been investigated. 展开更多
关键词 monolithic matrix modelling controlled release diffusion linear concentration distribution Laplace transformation
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Leaching kinetics of antimony-bearing complex sulfides ore in hydrochloric acid solution with ozone 被引量:1
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作者 Xue-yi GUO Yun-tao XIN +1 位作者 Hao WANG Qing-hua TIAN 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2017年第9期2073-2081,共9页
The leaching kinetics of Sb and Fe from antimony-bearing complex sulfides ore was investigated in HCl solution by oxidation?leaching with ozone.The effects of temperature,HCl concentration,stirring speed and particle ... The leaching kinetics of Sb and Fe from antimony-bearing complex sulfides ore was investigated in HCl solution by oxidation?leaching with ozone.The effects of temperature,HCl concentration,stirring speed and particle size on the process were explored.It is found that the recoveries of Sb and Fe reach86.1%and28.8%,respectively,when the reaction conditions are4.0mol/L HCl,900r/min stirring speed at85°C with<0.074mm particle size after50min leaching.XRD analysis indicates that no new solid product forms in the leaching residue and the leaching process can be described by shrinking core model.The leaching of Sb corresponds to diffusion-controlled model at low temperature(15?45°C)and mixed-controlled model at high temperature(45?85°C),and the apparent activation energies are6.91and17.93kJ/mol,respectively.The leaching of Fe corresponds to diffusion-controlled model,and the apparent activation energy is1.99kJ/mol.Three semi-empirical rate equations are obtained to describe the leaching process. 展开更多
关键词 OZONE antimony-bearing complex sulfides ore oxidation-leaching kinetic mixed-controlled model diffusioncontrolled model
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A Mathematical Model for Diffusion-Controlled Monolithic Matrix Coated with outer Membrane System 被引量:4
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作者 张国亮 石巍 +1 位作者 张凤宝 刘瑛 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2001年第1期22-27,共6页
A release model for diffusion-controlled monolithic matrix coated with outer membrane system is proposed and solved by using the refined double integral method. The calculated results are in satisfactory agreement wit... A release model for diffusion-controlled monolithic matrix coated with outer membrane system is proposed and solved by using the refined double integral method. The calculated results are in satisfactory agreement with the experimental release data. The present model can be well used to describe the release process for all cd/cs values. In addition, the release effects of the monolithic matrix coated with outer membrane system are discussed theoretically. 展开更多
关键词 controlled release DIFFUSION mercaptopurinum monolithic matrix outer membrane
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A fatigue damage model for asphalt mixtures under controlled-stress and controlled-strain modes 被引量:1
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作者 Cai Xing Yang Jun 《Journal of Southeast University(English Edition)》 EI CAS 2019年第1期89-96,共8页
A fatigue damage model based on thermodynamics was deduced for asphalt mixtures under controlled-stress and controlled-strain modes. By employing modulus of resilience as the damage hardening variable, a damage variab... A fatigue damage model based on thermodynamics was deduced for asphalt mixtures under controlled-stress and controlled-strain modes. By employing modulus of resilience as the damage hardening variable, a damage variable related with dynamic modulus was extracted as the evaluation index. Then, the damage evolution law under two control modes was proposed, and it has a similar form to the Chaboche fatigue model with a nonnegative material parameter m related to its loading level. Experimental data of four loading levels were employed to calibrate the model and identify the parameter in both control modes. It is found that the parameter m shows an exponential relationship with its loading level. Besides, the difference of damage evolution under two control modes was explained by the law. The damage evolves from fast to slow under a controlled-strain mode. However, under a controlled-stress mode, the evolution rate is just the opposite. By using the damage equivalence principle to calculate the equivalent cycle numbers, the deduced model also interprets the difference of damage evolution under two control modes on the condition of multilevel loading. Under a controlled-strain mode, a loading sequence from a low level to a high level accelerates damage evolution. An inverse order under the controlled-stress mode can prolong fatigue life. 展开更多
关键词 asphalt mixtures fatigue model control mode continuum damage mechanics dynamic modulus
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Hybrid control based on inverse Prandtl-Ishlinskii model for magnetic shape memory alloy actuator 被引量:2
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作者 周淼磊 高巍 田彦涛 《Journal of Central South University》 SCIE EI CAS 2013年第5期1214-1220,共7页
The hysteresis characteristic is the major deficiency in the positioning control of magnetic shape memory alloy actuator. A Prandtl-Ishlinskii model was developed to characterize the hysteresis of magnetic shape memor... The hysteresis characteristic is the major deficiency in the positioning control of magnetic shape memory alloy actuator. A Prandtl-Ishlinskii model was developed to characterize the hysteresis of magnetic shape memory alloy actuator. Based on the proposed Prandtl-Ishlinskii model, the inverse Prandtl-Ishlinskii model was established as a feedforward controller to compensate the hysteresis of the magnetic shape memory alloy actuator. For further improving of the positioning precision of the magnetic shape memory alloy actuator, a hybrid control method with hysteresis nonlinear model in feedforward loop was proposed. The control method is separated into two parts: a feedforward loop with inverse Prandtl-Ishlinskii model and a feedback loop with neural network controller. To validate the validity of the proposed control method, a series of simulations and experiments were researched. The simulation and experimental results demonstrate that the maximum error rate of open loop controller based on inverse PI model is 1.72%, the maximum error rate of the hybrid controller based on inverse PI model is 1.37%. 展开更多
关键词 magnetic shape memory alloy HYSTERESIS hybrid control Prandtl-Ishlinskii model neural network
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A new semi-active suspension control strategy through mixed H_2/H_∞ robust technique 被引量:2
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作者 郑玲 李以农 陈兵奎 《Journal of Central South University》 SCIE EI CAS 2010年第2期332-339,共8页
A new semi-active suspension control strategy through mixed H2/H∞ robust technique was developed due to its flexibility and robustness to model uncertainties.A full car model with seven degrees of freedom was establi... A new semi-active suspension control strategy through mixed H2/H∞ robust technique was developed due to its flexibility and robustness to model uncertainties.A full car model with seven degrees of freedom was established to demonstrate the effectiveness of the new control approach.Magneto-rheological(MR) dampers were designed,manufactured and characterized as available semi-active actuators in the developed semi-active suspension system.The four independent mixed H2/H∞ controllers were devised in order to perform a distributed semi-active control system in the vehicle by which the response velocity and reliability can be improved significantly.The performance of the proposed new approach was investigated in time and frequency domains.A good balance between vehicle's comfort and road holding was achieved.An effective and practical control strategy for semi-active suspension system was thus obtained.This new approach exhibits some advantages in implementation,performance flexibility and robustness compared to existing methods. 展开更多
关键词 mixed H2/H∞ control semi-active suspension magneto-rheological (MR) damper linear matrix inequality (LMI)
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Security analysis of access control model in hybrid cloud based on security entropy 被引量:2
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作者 车天伟 Ma Jianfeng +1 位作者 Li Na Wang Chao 《High Technology Letters》 EI CAS 2015年第2期200-204,共5页
To resolve the problem of quantitative analysis in hybrid cloud,a quantitative analysis method,which is based on the security entropy,is proposed.Firstly,according to the information theory,the security entropy is put... To resolve the problem of quantitative analysis in hybrid cloud,a quantitative analysis method,which is based on the security entropy,is proposed.Firstly,according to the information theory,the security entropy is put forward to calculate the uncertainty of the system' s determinations on the irregular access behaviors.Secondly,based on the security entropy,security theorems of hybrid cloud are defined.Finally,typical access control models are analyzed by the method,the method's practicability is validated,and security and applicability of these models are compared.Simulation results prove that the proposed method is suitable for the security quantitative analysis of the access control model and evaluation to access control capability in hybrid cloud. 展开更多
关键词 hybrid cloud security entropy classificatory access control model directly unauthorized access right about access indirectly unauthorized access
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A Hybrid Authorization Model For Project-Oriented Workflow
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作者 张晓光 Cao +2 位作者 Jian Zhang Shensheng 《High Technology Letters》 EI CAS 2003年第3期92-96,共5页
In the context of workflow systems, security-relevant aspect is related to the assignment of activities to (human or automated) agents. This paper intends to cast light on the management of project-oriented workflow. ... In the context of workflow systems, security-relevant aspect is related to the assignment of activities to (human or automated) agents. This paper intends to cast light on the management of project-oriented workflow. A comprehensive authorization model is proposed from the perspective of project management. In this model, the concept of activity decomposition and team is introduced, which improves the security of conventional role-based access control. Furthermore, policy is provided to define the static and dynamic constraints such as Separation of Duty (SoD). Validity of constraints is proposed to provide a fine-grained assignment, which improves the performance of policy management. The model is applicable not only to project-oriented workflow applications but also to other teamwork environments such as virtual enterprise. 展开更多
关键词 WORKFLOW PROJECT-ORIENTED access control ROLE TEAM POLICY
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Mixed oligopoly, foreign penetration and China's environmental policy: a research based on mixed oligopoly model
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作者 Qin Yang Wenyuan Sun Hongjin Xiang 《Chinese Journal of Population,Resources and Environment》 2017年第3期249-254,共6页
This paper analyzes how the foreign penetration affects China's environment policy in a mixed oligopoly framework, and gets several interesting conclusions. First, our result shows that government should strengthe... This paper analyzes how the foreign penetration affects China's environment policy in a mixed oligopoly framework, and gets several interesting conclusions. First, our result shows that government should strengthen the degree of environmental policy along with increasing proportion of domestic ownership of multinational firms. Second, we show that an increase in domestic ownership of multinational firms raises not only domestic private firms' profit but also public firm's profit as well as social welfare. Third, the government will raise the environmental tax to control environmental damage. 展开更多
关键词 Mixed oligopoly environmental taxes foreignpenetration WELFARE
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High Precision Motion Control of Hybrid Five-Bar Mechanism with an Intelligent Control
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作者 张珂 王生泽 《Journal of Donghua University(English Edition)》 EI CAS 2009年第3期275-278,共4页
Hybrid mecihanism is a new type of planar controllable mechanism. Position control acouracy of system determines the output aconracy of the mechanism. In order to achieve the desired high acowacy, nonlinear factors as... Hybrid mecihanism is a new type of planar controllable mechanism. Position control acouracy of system determines the output aconracy of the mechanism. In order to achieve the desired high acowacy, nonlinear factors as friction nmst be accurately compensated in the real-time servo control algoritinn. In this paper, the model of a hybrid five-bar mechanism is introduced. In terms of the characteristics of the hybrid mechanism, a hybrid intelligent control algorithm based on proportional-integral-derivative (PID) control and cerebellar model articulation control techniques was presented and used to perform control of hybrid five-bar mechanism for the lust time. The sinmulation results show that the hybrid control method can improve the control effect remarkably, compared with the traditional PID control strategy. 展开更多
关键词 intelligent control systems h yybrid mechanism neural network proportional-integral-derivative (PID) control
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Enhanced Side-Channel Leakage Detection Method by Considering Combinational Logic
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作者 LIU Junrong GUO Zheng +4 位作者 GU Dawu YU Yu LU Haining GU Haihua BAO Sigang 《China Communications》 SCIE CSCD 2015年第6期1-10,共10页
In this paper,we propose a hybrid power model that includes the power consumption of not only the registers but also part of the combinational logic.By doing knownkey analysis with this hybrid model,power side-channel... In this paper,we propose a hybrid power model that includes the power consumption of not only the registers but also part of the combinational logic.By doing knownkey analysis with this hybrid model,power side-channel leakage caused by correct keys can be detected.In experiment,PRINTcipher and DES algorithms were chosen as analysis targets and combinational logic s-box unit was selected to build power template.The analysis results showed the signal-to-noise ratio(SNR) power consumption increase of more than 20%after considering s-box's power consumption so that the information of keys can be obtained with just half number of power traces.In addition,the side channel-leakage detection capability of our method also shows better effectiveness that can identify the correct keys. 展开更多
关键词 power analysis leakage detection combinational logic known-key analysis
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天津科技大学一成果获得国家级新产品殊荣
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作者 贾子申 《天津科技》 2005年第3期60-60,共1页
由天津科技大学研发的项目“LWJ-1型沥青混合料级配、计量微机控制系统”日前获得了由国家科技部、商务部、质量监督检验检疫总局、环保总局颁发的“国家重点新产品”证书和天津市科技进步二等奖,该项目的各项性能指标均已超过国内外... 由天津科技大学研发的项目“LWJ-1型沥青混合料级配、计量微机控制系统”日前获得了由国家科技部、商务部、质量监督检验检疫总局、环保总局颁发的“国家重点新产品”证书和天津市科技进步二等奖,该项目的各项性能指标均已超过国内外同类产品,并已获得1项专利。 展开更多
关键词 天津科技大学 科研成果 “LWJ-1沥青混合料级配、计量微机控制系统” 专利技术 性能指标
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Research on the control method for voltage-current source hybrid-HVDC system 被引量:13
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作者 GUO ChunYi LIU WenJing ZHAO ChengYong 《Science China(Technological Sciences)》 SCIE EI CAS 2013年第11期2771-2777,共7页
The hybrid-HVDC topology,which consists of line-commutated-converter(LCC)and voltage source converter(VSC)and combines their advantages,has extensive application prospects.A hybrid-HVDC system,adopting VSC on rectifie... The hybrid-HVDC topology,which consists of line-commutated-converter(LCC)and voltage source converter(VSC)and combines their advantages,has extensive application prospects.A hybrid-HVDC system,adopting VSC on rectifier side and LCC on inverter side,is investigated,and its mathematic model is deduced.The commutation failure issue of the LCC converter in the hybrid-HVDC system is considered,and a novel coordinated control method is proposed to enhance the system commutation failure immunity.A voltage dependent voltage order limiter(VDVOL)is designed based on the constant DC voltage control on the rectifier side,and constant extinction angle backup control is introduced based on the constant DC current control with voltage dependent current order limiter(VDCOL)on the inverter side.The hybrid-HVDC system performances under normal operation state and fault state are simulated in the PSCAD/EMTDC.Then,system transient state performances with or without the proposed control methods under fault condition are further compared and analyzed.It is concluded that the proposed control method has the ability to effectively reduce the probability of commutation failure and improve the fault recovery performance of the hybrid-HVDC system. 展开更多
关键词 line commutated converter (LCC) voltage source converter (VSC) hybrid-HVDC system voltage dependent voltageorder limiter (VDVOL) constant extinction angle backup control commutation failure
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Control strategy of hybrid fuel cell/battery distributed generation system for grid-connected operation 被引量:3
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作者 Masoud Aliakbar GOLKAR Amin HAJIZADEH 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2009年第4期488-496,共9页
This paper presents a control strategy of a hybrid fuel cell/battery distributed generation (HDG) system in distribution systems. The overall structure of the HDG system is given, dynamic models for the solid oxide fu... This paper presents a control strategy of a hybrid fuel cell/battery distributed generation (HDG) system in distribution systems. The overall structure of the HDG system is given, dynamic models for the solid oxide fuel cell (SOFC) power plant, battery bank and its power electronic interfacing are briefly described, and controller design methodologies for the power conditioning units and fuel cell to control the power flow from the hybrid power plant to the utility grid are presented. To distribute the power between the fuel cell power plant and the battery energy storage, a neuro-fuzzy controller has been developed. Also, for controlling the active and reactive power independently in distribution systems, the current control strategy based on two fuzzy logic controllers has been presented. A Matlab/Simulink simulation model is developed for the HDG system by combining the individual component models and their controllers. Simulation results show the overall system performance including load-following and power management of the HDG system. 展开更多
关键词 BATTERY Fuel cell Hybrid distributed generation Intelligent control Power control
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Model-free adaptive control for three-degree-of-freedom hybrid magnetic bearings 被引量:4
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作者 Ye YUAN Yu-kun SUN +2 位作者 Qian-wen XIANG Yong-hong HUANG Zhi-ying ZHUz 《Frontiers of Information Technology & Electronic Engineering》 SCIE EI CSCD 2017年第12期2035-2045,共11页
Mathematical models are disappointing due to uneven distribution of the air gap magnetic field and significant un- modeled dynamics in magnetic bearing systems. The effectiveness of control deteriorates based on an in... Mathematical models are disappointing due to uneven distribution of the air gap magnetic field and significant un- modeled dynamics in magnetic bearing systems. The effectiveness of control deteriorates based on an inaccurate mathematical model, creating slow response speed and high jitter. To solve these problems, a model-free adaptive control (MFAC) scheme is proposed for a three-degree-of-freedom hybrid magnetic bearing (3-DoF HMB) control system. The scheme for 3-DoF HMB depends only on the control current and the objective balanced position, and it does not involve any model information. The design process of a parameter estimation algorithm is model-free, based directly on pseudo-partial-derivative (PPD) derived online from the input and output data information. The rotor start-of-suspension position of the HMB is regulated by auxiliary bearings with different inner diameters, and two kinds of operation situations (linear and nonlinear areas) are present to analyze the validity of MFAC in detail. Both simulations and experiments demonstrate that the proposed MFAC scheme handles the 3-DoF HMB control system with start-of-suspension response speed, smaller steady state error, and higher stability. 展开更多
关键词 Model-free adaptive control Hybrid magnetic bearings Nonlinear areas Faster response Higher stability
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MPC-based energy management with adaptive Markov-chain prediction for a dual-mode hybrid electric vehicle 被引量:11
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作者 XIANG ChangLe DING Feng +2 位作者 WANG WeiDa HE Wei QI YunLong 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2017年第5期737-748,共12页
The energy management strategy is an important part of a hybrid electrical vehicle design. It is used to improve fuel economy and to sustain a proper battery state of charge by controlling the power components while s... The energy management strategy is an important part of a hybrid electrical vehicle design. It is used to improve fuel economy and to sustain a proper battery state of charge by controlling the power components while satisfying various constraints and driving demands. However, achieving an optimal control performance is challenging due to the nonlinearities of the hybrid powertrain, the time varying constraints, and the dilemma in which controller complexity and real-time capability are generally conflicting objectives. In this paper, a real-time capable cascaded control strategy is proposed for a dual-mode hybrid electric vehicle that considers nonlinearities of the system and complies with all time-varying constraints. The strategy consists of a supervisory controller based on a non-linear model predictive control (MPC) with a long sampling time interval and a coordinating controller based on linear model predictive control with a short sampling time interval to deal with different dynamics of the system. Additionally, a novel data based methodology using adaptive Markov chains to predict future load demand is introduced. The predictive future information is used to improve controller performance. The proposed strategy is implemented on a real test-bed and experimental trials using unknown driving cycles are conducted. The results demonstrate the validity of the proposed approach and show that fuel economy is significantly improved compared with other methods. 展开更多
关键词 hybrid electric vehicle DUAL-MODE energy management Markov chains model predictive control
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