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Output Voltage Stabilization of Non-Ideal DC-DC Zeta Converter with Output Voltage Error Elimination via Hybrid Control
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作者 Hafez Sarkawi Noridah Mohd Ridzuan +1 位作者 Muhammad Idzdihar Idris Mohd Syafiq Mispan 《Journal of Power and Energy Engineering》 2025年第1期18-31,共14页
In this paper, we proposed an output voltage stabilization of a DC-DC Zeta converter using hybrid control. We modeled the Zeta converter under continuous conduction mode operation. We derived a switching control law t... In this paper, we proposed an output voltage stabilization of a DC-DC Zeta converter using hybrid control. We modeled the Zeta converter under continuous conduction mode operation. We derived a switching control law that brings the output voltage to the desired level. Due to infinite switching occurring at the desired level, we enhanced the switching control law by allowing a sizeable output voltage ripple. We derived mathematical models that allow one to choose the desired switching frequency. In practice, the existence of the non-ideal properties of the Zeta converter results in steady-state output voltage error. By analyzing the power loss in the zeta converter, we proposed an improved switching control law that eliminates the steady-state output voltage error. The effectiveness of the proposed method is illustrated with simulation results. 展开更多
关键词 Continuous Conduction Mode dc-dc Zeta converter hybrid Control Output Voltage Error Switching Control Law Switching Frequency
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Design Criterion for Interleaving and Magnetically Integrated Bidirectional DC/DC Converters 被引量:25
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作者 YANG Yugang LI Tao FENG Bencheng 《中国电机工程学报》 EI CSCD 北大核心 2012年第30期I0006-I0006,8,共1页
双向DC/DC变换器中大功率储能电感的设计是一件困难而具有挑战性的工作,提出研究双向DC/DC变换器的交错并联磁集成理论以克服这一困难。将三相Buck+Boost双向DC/DC变换器的所有相电感集成为一个耦合电感,对磁集成后变换器运行在Buck模... 双向DC/DC变换器中大功率储能电感的设计是一件困难而具有挑战性的工作,提出研究双向DC/DC变换器的交错并联磁集成理论以克服这一困难。将三相Buck+Boost双向DC/DC变换器的所有相电感集成为一个耦合电感,对磁集成后变换器运行在Buck模式下的稳态电流纹波和暂态响应速度进行深入研究,给出三相Buck+Boost交错并联磁集成双向DC/DC变换器运行在Buck模式下的设计准则,即在设计这种变换器时,应根据占空比的大小及稳态相电流纹波和暂态总输出电流响应速度的技术要求,利用该文所给出的设计公式和设计区域选择磁集成耦合电感的反向耦合系数。仿真和实验验证了理论分析的正确性。 展开更多
关键词 设计标准 转换器 磁集成 dc 能量存储 集成理论 耦合电感 响应速度
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Modeling and Current Programmed Control of a Bidirectional Full Bridge DC-DC Converter 被引量:3
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作者 Shahab H. A. Moghaddam Ahmad Ayatollahi Abdolreza Rahmati 《Energy and Power Engineering》 2012年第3期107-116,共10页
Modelling of bidirectional full bridge DC-DC converter as one of the most applicable converters has received significant attention. Mathematical modelling reduces the simulation time in comparison with detailed circui... Modelling of bidirectional full bridge DC-DC converter as one of the most applicable converters has received significant attention. Mathematical modelling reduces the simulation time in comparison with detailed circuit response;moreover it is convenient for controller design purpose. Due to simple and effective methodology, average state space is the most common method among the modelling methods. In this paper a bidirectional full bridge converter is modelled by average state space and for each mode of operations a controller is designed. Attained mathematical model results are in a close agreement with detailed circuit simulation. 展开更多
关键词 AVERAGE State Space bidirectional Detailed Circuit Simulation Full BRIDGE dc-dc converter MATHEMATICAL MODELING
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A Novel Control Strategy Based onπ-VSG for Inter-Face Converter in Hybrid Microgrid
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作者 Kai Shi Dongyang Yang 《Energy Engineering》 2025年第2期471-492,共22页
The rapid development of new energy power generation technology and the transformation of power electronics in the core equipment of source-grid-load drives the power system towards the“double-high”development patte... The rapid development of new energy power generation technology and the transformation of power electronics in the core equipment of source-grid-load drives the power system towards the“double-high”development pattern of“high proportion of renewable energy”and“high proportion of power electronic equipment”.To enhance the transient performance of AC/DC hybrid microgrid(HMG)in the context of“double-high,”aπtype virtual synchronous generator(π-VSG)control strategy is applied to bidirectional interface converter(BIC)to address the issues of lacking inertia and poor disturbance immunity caused by the high penetration rate of power electronic equipment and new energy.Firstly,the virtual synchronous generator mechanical motion equations and virtual capacitance equations are used to introduce the virtual inertia control equations that consider the transient performance of HMG;based on the equations,theπ-type equivalent control model of the BIC is established.Next,the inertia power is actively transferred through the BIC according to the load fluctuation to compensate for the system’s inertia deficit.Secondly,theπ-VSG control utilizes small-signal analysis to investigate howthe fundamental parameters affect the overall stability of the HMG and incorporates power step response curves to reveal the relationship between the control’s virtual parameters and transient performance.Finally,the PSCAD/EMTDC simulation results show that theπ-VSG control effectively improves the immunity of AC frequency and DC voltage in the HMG system under the load fluctuation condition,increases the stability of the HMG system and satisfies the power-sharing control objective between the AC and DC subgrids. 展开更多
关键词 hybrid AC/dc microgrid electromotive force of dc motor interface converter virtual synchronous generator control
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Design and Analysis of a 24 Vdc to 48 Vdc Bidirectional DC-DC Converter Specifically for a Distributed Energy Application
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作者 Ambrosio B. Cultura II Ziyad M. Salameh 《Energy and Power Engineering》 2012年第5期315-323,共9页
The design of a bidirectional dc-dc power converter specifically for a distributed energy application is presented. The existing two different DC voltage battery bank of the distributed generation needs to interlink e... The design of a bidirectional dc-dc power converter specifically for a distributed energy application is presented. The existing two different DC voltage battery bank of the distributed generation needs to interlink each other using a bi-directional dc-dc converter in order to minimize the unbalance of the output load currents of the three inverters connected to electric grid system. Through this connection, a current can flow from one system to another or vice versa depending on which systems need the current most. Thus, unbalanced currents of the grid line have been minimized and the reliability and performance of the DER grid connected system has been increased. A detailed mathematical analysis of the converter under steady state and transient condition are presented. Mathematical models for boost and buck modes are being derived and the simulink model is constructed in order to simulate the system. Moreover, the model has been validated on the actual operation of the converter, showing that the simulated results in Matlab Simulink are consistent with the experimental ones. 展开更多
关键词 Distributed Energy RESOURCES bidirectional dc-dc converter ELECTRIC GRID
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A Resonant Dual Full-Bridge Class-E Bidirectional DC-DC Converter for Fuel Cell Electric Vehicle
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作者 Kuppan Senthil Dr. Daniel Mary 《Circuits and Systems》 2016年第10期3392-3402,共11页
The interests on energy storage schemes, bidirectional dc-dc converter and uninterruptible power supplies have been increasing nowadays as there wide researches are undertaken in the area of electric vehicles. A modif... The interests on energy storage schemes, bidirectional dc-dc converter and uninterruptible power supplies have been increasing nowadays as there wide researches are undertaken in the area of electric vehicles. A modified bi directional class-E resonant dc-dc converter is introduced here in this proposed topology for the application in electric vehicles. The advantages of soft switching techniques have been utilized for making analysis simple. The main advantage here in this system is that it can operate in a wide range of frequencies with minimal switching loss in transistors. This paper elaborates a detailed analysis on converter design and the same has been simulated and verified in Matlab/Simulink. 展开更多
关键词 bidirectional dc-dc Fuel Cell Electric Vehicle Resonant converter
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三电平双向全桥多谐振DC-DC变换器研究
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作者 张纯江 李旭明 +2 位作者 刘明 郭忠南 阚志忠 《电源学报》 北大核心 2025年第1期1-10,共10页
针对储能系统中通常直流母线侧电压等级较高而电池侧电压较低且电压变化范围宽的情况,提出1种三电平双向全桥多谐振DC-DC变换器拓扑,其高压侧采用三电平结构,可减小开关管的电压应力。谐振腔设计为带有辅助电感的LLCLC多谐振结构,使其... 针对储能系统中通常直流母线侧电压等级较高而电池侧电压较低且电压变化范围宽的情况,提出1种三电平双向全桥多谐振DC-DC变换器拓扑,其高压侧采用三电平结构,可减小开关管的电压应力。谐振腔设计为带有辅助电感的LLCLC多谐振结构,使其等效电路左右对称,可达成正、反向工作对等驱动控制,从而实现功率双向传输。采用改进的同步变频控制策略,使高、低压侧开关管正、反向工作时均可实现全范围零电压开通。与传统LLC谐振拓扑相比,所提拓扑能够在较窄的频率范围内实现更宽范围的电压增益。通过对谐振腔参数的优化设计可使变换器同时传输电流基波和3次谐波功率,在高频段提高能量的传输效率。最后搭建2 kW实验样机,实验结果验证了理论分析的正确性。 展开更多
关键词 三电平 双向直流变换器 多谐振 软开关 高增益
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Improved Dynamic Response of DC to DC Converter Using Hybrid PSO Tuned Fuzzy Sliding Mode Controller 被引量:1
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作者 R. Anand P. Melba Mary 《Circuits and Systems》 2016年第6期946-955,共10页
DC/DC switching converters are widely used in numerous appliances in modern existence. In this paper, the dynamic and transient response of phase shift series resonant DC/DC converter are improved using hybrid particl... DC/DC switching converters are widely used in numerous appliances in modern existence. In this paper, the dynamic and transient response of phase shift series resonant DC/DC converter are improved using hybrid particle swarm optimization tuned fuzzy sliding mode controller under starting and load step change conditions. The aim of the control is to regulate the output voltage beneath the load change. The model of the hybrid particle swarm optimization tuned fuzzy sliding mode controller is implemented using Sim Power Systems toolbox of MATLAB SIMULINK. Performance of the proposed dynamic novel control under step load change condition is investigated. 展开更多
关键词 dc to dc converter Dynamic Response hybrid Particle Swarm Optimization Ripple Voltage Sliding Mode Controller
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基于双H桥DC-DC变换器的虚拟变压器研究
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作者 覃文石 杨梅生 龙锦中 《机械与电子》 2025年第2期22-25,共4页
H桥DC-DC虚拟变压器是直流变压器的一个重要研究方向,可消除传统变压器带来的成本以及体积问题。对虚拟变压器的控制原理进行了深度解析,并且通过在Simulink中进行仿真与验证,最终实现了能量的双向流动,并且搭建了双H桥DC-DC虚拟变压器... H桥DC-DC虚拟变压器是直流变压器的一个重要研究方向,可消除传统变压器带来的成本以及体积问题。对虚拟变压器的控制原理进行了深度解析,并且通过在Simulink中进行仿真与验证,最终实现了能量的双向流动,并且搭建了双H桥DC-DC虚拟变压器硬件实验平台,进一步验证了虚拟变压器的可行性与有效性。 展开更多
关键词 虚拟变压器控制 双H桥 dc-dc变换器 隔离
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基于无磁芯微型变压器的高效率隔离DC-DC设计
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作者 成哲 刘祖韬 吴琼 《电子测量技术》 北大核心 2025年第4期8-15,共8页
设计了一种采用GSMC 0.35μm BCD工艺制作的基于无磁芯微型变压器的高效率隔离式DC-DC转换器。分析了无磁芯微型变压器的线宽、内径、线间距、圈数以及原副线圈的间距对隔离DC-DC转换器效率的影响,并将EMX建模与仿真数据结果最优的一组... 设计了一种采用GSMC 0.35μm BCD工艺制作的基于无磁芯微型变压器的高效率隔离式DC-DC转换器。分析了无磁芯微型变压器的线宽、内径、线间距、圈数以及原副线圈的间距对隔离DC-DC转换器效率的影响,并将EMX建模与仿真数据结果最优的一组无磁芯微型变压器模型应用到该隔离DC-DC转换器中,最后选择最优的编码与解码方案,进一步提高该转换器转换效率。仿真结果表明,在工作频率为180 MHz、输入电源电压为5 V、输出5 V隔离电压时,该隔离DC-DC转换器输出电流范围为0~120 mA,最大输出功率为600 mW,且最高转换效率达到40%。 展开更多
关键词 隔离dc-dc转换器 无磁芯微型变压器 转换效率 模拟集成电路设计
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混合动力调车机车三电平DC/DC双向变换器应用与研究
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作者 王涛 《电工技术》 2025年第6期157-159,163,共4页
针对3000马力节能环保型调车机车牵引供电系统要求,设计了三电平DC/DC双向变换器,介绍了主电路拓扑及工作原理,对Buck与Boost模式的控制策略进行了仿真与试验验证。结果表明,研究的三电平DC/DC双向变换器既可对牵引直流母线供电,也可对... 针对3000马力节能环保型调车机车牵引供电系统要求,设计了三电平DC/DC双向变换器,介绍了主电路拓扑及工作原理,对Buck与Boost模式的控制策略进行了仿真与试验验证。结果表明,研究的三电平DC/DC双向变换器既可对牵引直流母线供电,也可对动力电池进行充电,可实现电能的双向传递,其性能满足设计要求。 展开更多
关键词 内燃机车 三电平dc/dc dc/dc双向变换器 控制策略
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储能双向DC-DC变换器滑模自抗扰控制
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作者 冯志强 谭功全 +1 位作者 庞宏杰 瞿崎 《黑龙江工业学院学报(综合版)》 2025年第2期126-131,共6页
针对双向直流-直流(DC-DC)变换器在光伏储能微电网系统造成的直流母线电压波动大、动态响应缓慢、抗干扰能力弱等问题,设计了一种滑模自抗扰控制方法,采用电压电流双闭环控制策略。首先,利用变结构理论建立双向DC-DC变换器的数学模型。... 针对双向直流-直流(DC-DC)变换器在光伏储能微电网系统造成的直流母线电压波动大、动态响应缓慢、抗干扰能力弱等问题,设计了一种滑模自抗扰控制方法,采用电压电流双闭环控制策略。首先,利用变结构理论建立双向DC-DC变换器的数学模型。其次,电流内环采用线性自抗扰控制,利用线性扩张状态观测器对系统扰动进行估计,提高系统的动态响应速度和抗干扰能力;电压外环采用超螺旋滑模控制,提高控制器的快速性和鲁棒性,并利用李雅普诺夫函数进行稳定性证明。最后,通过MATLAB/Simulink平台仿真,分析对比不同工况中控制策略的有效性。仿真结果表明,该控制方法能有效提升直流母线电压的跟踪性能和扰动抑制能力,减轻直流母线电压的波动范围,提高储能系统的充放电性能。 展开更多
关键词 光伏储能 双向dc-dc变换器 自抗扰控制 滑模控制
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Design and Implementation of Bi-Directional DC-DC Converter for Wind Energy System 被引量:1
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作者 K. Suresh Dr. R. Arulmozhiyal 《Circuits and Systems》 2016年第11期3705-3722,共18页
This paper proposes a design and implementation of the bi-directional DC-DC converter for Wind Energy Conversion System. The proposed project consists of boost DC/DC converter, bi-directional DC/DC converter (BDC), pe... This paper proposes a design and implementation of the bi-directional DC-DC converter for Wind Energy Conversion System. The proposed project consists of boost DC/DC converter, bi-directional DC/DC converter (BDC), permanent magnet DC generator and batteries. A DC-DC boost converter is interface with proposed wind system to step up the initial generator voltage and maintain constant output voltage. The fluctuation nature of wind makes them unsuitable for standalone operation. To overcome the drawbacks an energy storage device is used in the proposed system to compensate the fluctuations and to maintain a smooth and continuous power flow in all operating modes to load. Bi-directional DC-DC converter (BDC) is capable of transforming energy between two DC buses. It can operate as a boost converter which supplies energy to the load when the wind generator output power is greater than the required load power. It also operates in buck mode which charges from DC bus when output power is less than the required load power. The proposed converter reduces the component losses and increases the performance of the overall system. The complete system is implemented in MATLAB/SIMULINK and verified with hardware. 展开更多
关键词 bidirectional dc/dc converter Boost dc/dc converter Wind Turbine Generation System (WTGS) Permanent Magnet dc Generator (PMdc)
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三有源桥DC-DC变换器广义状态空间平均模型及控制策略研究 被引量:1
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作者 申科 汪万兴 赵丹 《电源学报》 CSCD 北大核心 2024年第5期161-169,共9页
基于移相加占空比控制策略的三有源桥TAB(triple active bridge)DC-DC变换器具有效率高和软开关范围可扩展等优点,但其小信号建模过程复杂、闭环控制环路参数整定困难。针对该问题,提出1种TAB工作在移相加占空比控制下的全阶连续广义状... 基于移相加占空比控制策略的三有源桥TAB(triple active bridge)DC-DC变换器具有效率高和软开关范围可扩展等优点,但其小信号建模过程复杂、闭环控制环路参数整定困难。针对该问题,提出1种TAB工作在移相加占空比控制下的全阶连续广义状态平均建模和PI控制器设计方法。首先,分析TAB的运行原理和Y型等效结构;然后,结合移相加占空比控制的特点和交流方波源等效方法,推导出TAB的广义状态空间平均模型;接着,在推得模型的基础上求得输入到输出的传递函数,设计出PI控制器参数。最后,结合数字仿真及样机实验验证了所提方法的正确性及有效性。 展开更多
关键词 广义状态空间平均模型 隔离式dc-dc变换器 移相加占空比控制
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Transient Characteristics and Accommodative Current Limiting Strategy for Bidirectional Interlinking Converters in Hybrid AC/DC Microgrids
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作者 Xia Shen Zhikang Shuai +3 位作者 Wen Huang Chao Shen Yang Shen Z.John Shen 《CSEE Journal of Power and Energy Systems》 SCIE EI CSCD 2024年第4期1575-1588,共14页
Bidirectional interlinking converter(BIC)is the core equipment in a hybrid AC/DC microgrid connected between AC and DC sub-grids.However,the variety of control modes and flexible bidirectional power flow complicate th... Bidirectional interlinking converter(BIC)is the core equipment in a hybrid AC/DC microgrid connected between AC and DC sub-grids.However,the variety of control modes and flexible bidirectional power flow complicate the influence of AC faults on BIC itself and on DC sub-grid,which potentially threaten both converter safety and system reliability.This study first investigates AC fault influence on the BIC and DC bus voltage under different BIC control modes and different pre-fault operation states,by developing a mathematical model and equivalent sequence network.Second,based on the analysis results,a general accommodative current limiting strategy is proposed for BIC without limitations to specific mode or operation condition.Current amplitude is predicted and constrained according to the critical requirements to protect the BIC and relieving the AC fault influence on the DC bus voltage.Compared with conventional methods,potential current limit failure and distortions under asymmetric faults can also be avoided.Finally,experiments verify feasibility of the proposed method. 展开更多
关键词 bidirectional interlinking converter current limiting fault characteristic hybrid AC/dc microgrid variation/oscillation of dc bus voltage
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基于SEPIC的新型高增益DC-DC变换器及衍生拓扑分析 被引量:1
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作者 魏业文 李明 +2 位作者 李俊波 宁鑫淼 白文静 《电力系统及其自动化学报》 CSCD 北大核心 2024年第4期19-29,共11页
针对光伏并网系统中单开关升压变换器(如SEPIC、Boost、准Z源、二次型)电压增益低和半导体器件电压应力大的问题,提出1种基于SEPIC的外部升压型高增益DC-DC变换器。首先对所提变换器在电感电流连续导通模式和断续导通模式下的工作原理... 针对光伏并网系统中单开关升压变换器(如SEPIC、Boost、准Z源、二次型)电压增益低和半导体器件电压应力大的问题,提出1种基于SEPIC的外部升压型高增益DC-DC变换器。首先对所提变换器在电感电流连续导通模式和断续导通模式下的工作原理和稳态特性进行详细分析,并与其他新型拓扑进行性能对比。在此基础上,给出了基于外部升压网络的衍生拓扑。最后,通过搭建1台400 V/200 W的实验样机证明了理论分析的准确性。所提变换器利用阻抗网络和开关电容单元构成的外部升压网络提升了SEPIC变换器的电压增益,并改善了半导体器件电压应力大的缺点。 展开更多
关键词 dc-dc变换器 单端初级电感变换器 高增益 低电压应力 非隔离
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基于时变权重模型预测的双向DC-DC优化控制方法
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作者 马彬 石永乐 +2 位作者 柴浩男 姜文龙 陈勇 《重庆理工大学学报(自然科学)》 CAS 北大核心 2024年第7期12-20,共9页
双向DC-DC变换器是电动汽车的关键电压变换部件,提高其动态负载下的响应速度与鲁棒性对电动汽车低压供电系统有重要意义。提出一种基于模糊时变权重的MPC(model predictive control)控制方法。基于状态空间平均法建立变换器动态模型。基... 双向DC-DC变换器是电动汽车的关键电压变换部件,提高其动态负载下的响应速度与鲁棒性对电动汽车低压供电系统有重要意义。提出一种基于模糊时变权重的MPC(model predictive control)控制方法。基于状态空间平均法建立变换器动态模型。基于MPC原理搭建变换器MPC模型,实现对电压的跟踪控制;在分析权重对动态负载下电压跟踪性能的影响的基础上,设计权重模糊调节器,实现权重的在线调节。基于HM-cSPACE搭建实验平台验证所提方法的准确性。在Matlab/Simulink环境下与PI控制和传统MPC控制进行对比,结果表明:在负载变化时采用时变权重MPC控制的变换器有更好的动态性能和鲁棒性,超调量降低26.1%。该方法对提高双向DC-DC变换器动态负载下的优化控制具有重要意义。 展开更多
关键词 双向dc-dc变换器 MPC控制 时变权重 模糊控制 动态负载
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固态变压器中隔离双向DC/DC变换器扩展移相下虚拟电流控制策略
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作者 郑征 靳婷婷 +1 位作者 陶海军 黄涛 《太阳能学报》 EI CAS CSCD 北大核心 2024年第1期515-522,共8页
该文以固态变压器后级隔离双向DC/DC变换器为重点研究对象,提出一种扩展移相下虚拟电流控制策略。通过分析后级变换器在扩展移相传输功率下相移量关系以获得最小电流应力最优解来提高变换器的传输效率,减少器件损耗。同时通过虚拟电流... 该文以固态变压器后级隔离双向DC/DC变换器为重点研究对象,提出一种扩展移相下虚拟电流控制策略。通过分析后级变换器在扩展移相传输功率下相移量关系以获得最小电流应力最优解来提高变换器的传输效率,减少器件损耗。同时通过虚拟电流控制思想在线估算传输功率来提高系统动态响应性能,减少电流传感器使用。最后,对该文所提出的扩展移相下虚拟电流控制与扩展移相控制进行实验对比分析,验证了扩展移相下虚拟电流控制策略具有降低电流应力,显著提高变换器的动态响应的优点。 展开更多
关键词 固态变压器 能源互联网 隔离双向dc/dc变换器 电流应力 扩展移相下虚拟电流控制
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基于改进LSTM-SVM的双向DC-DC电力变换器故障诊断
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作者 王福忠 任淯琳 +1 位作者 张丽 王丹 《河南理工大学学报(自然科学版)》 CAS 北大核心 2024年第5期118-126,共9页
目的为了解决双向DC-DC电力变换器的软故障诊断精度不高的问题,方法提出基于改进LSTM-SVM的双向DC-DC电力变换器故障诊断模型。首先,分析双向DC-DC电力变换器中电容、电感和MOSFET管的故障机理,通过仿真实验模拟各元件失效后变换器的输... 目的为了解决双向DC-DC电力变换器的软故障诊断精度不高的问题,方法提出基于改进LSTM-SVM的双向DC-DC电力变换器故障诊断模型。首先,分析双向DC-DC电力变换器中电容、电感和MOSFET管的故障机理,通过仿真实验模拟各元件失效后变换器的输出电气参数变化,从而确定变换器不同元件故障时对应的故障特征参数;其次,构建改进的LSTM-SVM双向DC-DC电力变换器故障诊断组合模型,在LSTM中添加Mogrifier门机制,提高LSTM提取时间序列原始数据中微弱特征的能力;最后,由于传统LSTM的末端分类器为Softmax,其主要解决单一元件诊断问题,变换器故障类型较多,维数较高,所以采用麻雀搜索算法优化的SVM代替原有的Softmax函数,对LSTM输出的数据进行故障分类,提高故障诊断的准确率。设置双向DC-DC电力变换器充放电两种状态下,包含电解电容、电感和MOSFET单双管故障在内的24组故障,分别采用本文构建的改进的LSTM-SVM和原始的LSTM-SVM双向DC-DC变换器故障诊断模型进行诊断。结果结果表明,改进的LSTM-SVM故障诊断模型诊断准确率平均值为99.71%,原始的LSTM-SVM故障诊断模型诊断准确率平均值为88.48%,改进的LSTM-SVM故障诊断模型对各元件的故障诊断正确率均高于原始的LSTM-SVM故障诊断模型的。结论基于改进LSTM-SVM的双向DC-DC电力变换器故障诊断模型实现了对双向DC-DC电力变换器中的电解电容、电感和MOSFET单双管故障的准确诊断。 展开更多
关键词 双向dc-dc变换器 软故障 改进长短期记忆网络 麻雀搜索 支持向量机 故障诊断
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A bi-layer coordinated power regulation strategy considering system dynamics and economics for isolated hybrid AC/DC multi-energy microgrid
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作者 Jing ZHANG Yong LI +7 位作者 Jinjie LIN Sijia HU Yijia CAO Li HE Xusheng YANG Yong XU Lin ZENG Linjin XIE 《Science China(Technological Sciences)》 2025年第1期374-390,共17页
The isolated hybrid AC/DC multi-energy microgrid(IH-MEMG)offers an effective solution for meeting the electrical,heating,and cooling energy demands of remote and off-grid areas.For an IH-MEMG,system transient dynamics... The isolated hybrid AC/DC multi-energy microgrid(IH-MEMG)offers an effective solution for meeting the electrical,heating,and cooling energy demands of remote and off-grid areas.For an IH-MEMG,system transient dynamics(i.e.,frequency or voltage of the electricity network)and economics are critical aspects that pose the greatest concern to operators.However,these aspects are generally investigated separately owing to their different time scales.To integrate these aspects from the scope of real-time control,this study proposes a bi-layer coordinated power regulation strategy considering system dynamics and economics for the IH-MEMG.First,coupling relationships among multiple sub-networks are analyzed,and a frequency-voltage coupling model between the AC and DC sides is established.Then,a bi-layer coordinated power regulation strategy is developed for the IH-MEMG with output characteristics of different components involved:the primary layer includes a multi-entity power support mechanism used to improve the dynamics of the electricity network,wherein a cooperation principle of the combined cooling,heating,and power(CCHP)unit and energy storage unit(ESU)is designed in detailed;meanwhile,the secondary layer includes a real-time economics-oriented optimization framework used to adjust the power references of multiple units generated from the primary layer for cost efficiency improvement(notably,the primary layer can work independently).Finally,the effectiveness of the proposed strategy is verified through comprehensive simulations under varying operation scenarios. 展开更多
关键词 isolated hybrid AC/dc multi-energy microgrid bi-layer coordinated power regulation dynamics and economics combined cooling heating and power unit energy storage unit
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