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Coordinated Capacitor Voltage Balancing Method for Cascaded H-bridge Inverter with Supercapacitor and DC-DC Stage
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作者 Ye Zhang Zixin Li +2 位作者 Fanqiang Gao Cong Zhao Yaohua Li 《CES Transactions on Electrical Machines and Systems》 EI CSCD 2024年第2期191-201,共11页
Cascaded H-bridge inverter(CHBI) with supercapacitors(SCs) and dc-dc stage shows significant promise for medium to high voltage energy storage applications. This paper investigates the voltage balance of capacitors wi... Cascaded H-bridge inverter(CHBI) with supercapacitors(SCs) and dc-dc stage shows significant promise for medium to high voltage energy storage applications. This paper investigates the voltage balance of capacitors within the CHBI, including both the dc-link capacitors and SCs. Balance control over the dc-link capacitor voltages is realized by the dcdc stage in each submodule(SM), while a hybrid modulation strategy(HMS) is implemented in the H-bridge to balance the SC voltages among the SMs. Meanwhile, the dc-link voltage fluctuations are analyzed under the HMS. A virtual voltage variable is introduced to coordinate the balancing of dc-link capacitor voltages and SC voltages. Compared to the balancing method that solely considers the SC voltages, the presented method reduces the dc-link voltage fluctuations without affecting the voltage balance of SCs. Finally, both simulation and experimental results verify the effectiveness of the presented method. 展开更多
关键词 cascaded h-bridge inverter(CHBI) Hybrid modulation strategy(HMS) Capacitor voltage balancing DClink voltage fluctuation Supercapacitor(SC)
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Model Predictive Control for Cascaded H-Bridge PV Inverter with Capacitor Voltage Balance
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作者 Xinwei Wei Wanyu Tao +4 位作者 Xunbo Fu Xiufeng Hua Zhi Zhang Xiaodan Zhao Chen Qin 《Journal of Electronic Research and Application》 2024年第2期79-85,共7页
We designed an improved direct-current capacitor voltage balancing control model predictive control(MPC)for single-phase cascaded H-bridge multilevel photovoltaic(PV)inverters.Compared with conventional voltage balanc... We designed an improved direct-current capacitor voltage balancing control model predictive control(MPC)for single-phase cascaded H-bridge multilevel photovoltaic(PV)inverters.Compared with conventional voltage balanc-ing control methods,the method proposed could make the PV strings of each submodule operate at their maximum power point by independent capacitor voltage control.Besides,the predicted and reference value of the grid-connected current was obtained according to the maximum power output of the maximum power point tracking.A cost function was con-structed to achieve the high-precision grid-connected control of the CHB inverter.Finally,the effectiveness of the proposed control method was verified through a semi-physical simulation platform with three submodules. 展开更多
关键词 Model predictive control(MPC) Photovoltaic system cascaded h-bridge(CHB)inverter Capacitor voltage balance
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THD Analysis of Cascaded H-Bridge Inverter with Fuzzy Logic Controller
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作者 Sivakumar N. Sumathi A. 《Circuits and Systems》 2017年第7期171-183,共13页
In recent days, the multilevel inverter technology is widely applied to domestic and industrial applications for medium voltage conversion. But, the power quality issues of the multilevel inverter limit the usage of m... In recent days, the multilevel inverter technology is widely applied to domestic and industrial applications for medium voltage conversion. But, the power quality issues of the multilevel inverter limit the usage of much sensitive equipment like medical instruments. The lower distortion level of the output voltage and current can generate a quality sinusoidal output voltage in inverters and they can be used for many applications. The harmonics can cause major problems in equipments due to the nonlinear loads connected with the power system. So, it is necessary to minimize the losses to raise its overall efficiency. In this paper, a new topology of seven level asymmetrical cascaded H-bridge multilevel inverter with a Fuzzy logic controller had been implemented to reduce the Total Harmonic Distortion (THD) and to improve the overall performance of the inverter. The proposed model is well suited for use with a solar PV application. In this topology, only six IGBT switches are used with three different voltage ratings of PV modules (1:2:4). The lower number of semiconductor switches leads to minimizing overall di/dt ratings and voltage stress on each switches and switching losses. The gate pulses generated by Sinusoidal Pulse Width Modulation (SPWM) technique with a Fuzzy logic controller are also introduced. A buck-boost converter is used to maintain the constant PV voltage level integrated by an MPPT technique followed by Perturb and Observer algorithm is also implemented. The MPPT is used to harness the maximum power of solar radiations under its various climatic conditions. The new topology is evaluated by a Matlab/Simulink model and compared with a hardware model. The results proved that the THD achieved by this topology is 1.66% and realized that it meets the IEEE harmonic standards. 展开更多
关键词 cascaded h-bridge MULTILEVEL inverter THD Photo Voltaic Modules SPWM Fuzzy LOGIC Controller MPPT Technique
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A distributed VSG control method for a battery energy storage system with a cascaded H-bridge in a grid-connected mode 被引量:4
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作者 Yichi Cai Donglian Qi 《Global Energy Interconnection》 EI CAS CSCD 2022年第4期343-352,共10页
With the high penetration of renewable energy,new challenges,such as power fluctuation suppression and inertial support capability,have arisen in the power sector.Battery energy storage systems play an essential role ... With the high penetration of renewable energy,new challenges,such as power fluctuation suppression and inertial support capability,have arisen in the power sector.Battery energy storage systems play an essential role in renewable energy integration.In this paper,a distributed virtual synchronous generator(VSG)control method for a battery energy storage system(BESS)with a cascaded H-bridge converter in a grid-connected mode is proposed.The VSG is developed without communication dependence,and state-of-charge(SOC)balancing control is achieved using the distributed average algorithm.Owing to the low varying speed of SOC,the bandwidth of the distributed communication networks is extremely slow,which decreases the cost.Therefore,the proposed method can simultaneously provide inertial support and accurate SOC balancing.The stability is also proved using root locus analysis.Finally,simulations under different conditions are carried out to verify the effectiveness of the proposed method. 展开更多
关键词 VSG cascaded h-bridge converters Battery energy storage system Renewable energy integration
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Equal Switching Distribution Method for Multi-Level Cascaded Inverters
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作者 Saad Tapuchi Raul Rabinovici +2 位作者 Dmitry Baimel Nina Baimel Svetlana Bronstein 《Energy and Power Engineering》 2013年第9期560-569,共10页
The paper proposes a new method of equal switching distribution that can be applied to cascaded multi-level inverters. This method is based on the fact that in the cascaded multilevel inverters, the output phase volta... The paper proposes a new method of equal switching distribution that can be applied to cascaded multi-level inverters. This method is based on the fact that in the cascaded multilevel inverters, the output phase voltage is the sum of voltage waveforms produced by all cascaded cells. By periodically exchanging cells’ voltage waveforms, the proposed method ensures equal average switchings distribution between all cascaded cells. This method is applied to the 13-level inverter, which consists of three cascaded 5-level H-bridge cells per phase. However, the proposed method can be extended to any desired number of voltage levels and applied to any type of cascaded multi-level inverter. Extensive simulation results of the tested 13-level inverter with the equal switching distribution are presented. Moreover, the proposed method is compared to the standard control approaches and its advantages are shown. 展开更多
关键词 Switchings cascaded invertER MULTI-LEVEL PWM
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Symmetrical dynamical characteristic of peak and valley current-mode controlled single-phase H-bridge inverter 被引量:1
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作者 刘洪臣 李飞 +1 位作者 苏振霞 孙立山 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第11期226-231,共6页
Complex dynamical phenomenon was studied in the single phase H-bridge inverter which was controlled by either a peak current or a valley current. The state functions and the discrete iterative map equations were estab... Complex dynamical phenomenon was studied in the single phase H-bridge inverter which was controlled by either a peak current or a valley current. The state functions and the discrete iterative map equations were established to analyze the dynamical phenomenon in the single phase H-bridge inverter. The dynamical characteristics of the single phase H- bridge inverter, such as time domain waveform diagram, bifurcation diagram, and folding map, were obtained by using the numerical calculation when the circuit parameters varied in specific range. Moreover, the simulation results were obtained by using the OrCAD-PSpice software to validate the numerical calculation. Both the numerical calculation and the circuit simulation show that the symmetrical dynamical phenomenon occurs in the single phase H-bridge inverter controlled by the peak current or the valley current. 展开更多
关键词 single-phase h-bridge inverter symmetrical dynamical phenomenon folding map bifurcation di-agram
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Applications of cascade multilevel inverters 被引量:3
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作者 彭方正 钱照明 《Journal of Zhejiang University Science》 EI CSCD 2003年第6期658-665,共8页
Cascade multilevel inverters have been developed for electric utility applications. A cascade M-level inverter consists of (M-1)/2 H-bridges in which each bridge's dc voltage is supported by its own de ca-pacitor.... Cascade multilevel inverters have been developed for electric utility applications. A cascade M-level inverter consists of (M-1)/2 H-bridges in which each bridge's dc voltage is supported by its own de ca-pacitor. The new inverter can : ( 1 ) generate almost sinusoidal waveform voltage while only switching one timeper fundamental cycle ; (2) dispense with multi-pulse inverters' transformers used in conventional utility in-terfaces and static var compensators; (3) enables direct parallel or series transformer-less connection to medium- and high-voltage power systems. In short, the cascade inverter is much more efficient and suitable for utility applications than traditional multi-pulse and pulse width modulation (PWM) inverters. The authors have experimentally demonstrated the superiority of the new inverter for power supply, (hybrid) electric vehicle (EV) motor drive, reactive power (var) and harmonic compensation. This paper summarizes the features,feasibility, and control schemes of the cascade inverter for utility applications including utility interface of renewable energy, voltage regulation, var compensation, and harmonic filtering in power systems. Analytical,simulated, and experimental results demonstrated the superiority of the new inverters. 展开更多
关键词 级联多极逆变器 应用 电源 脉宽调制 电动汽车 电流传送系统
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Neural Network and Fuzzy Control Based 11-Level Cascaded Inverter Operation
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作者 Buddhadeva Sahoo Sangram Keshari Routray +1 位作者 Pravat Kumar Rout Mohammed M.Alhaider 《Computers, Materials & Continua》 SCIE EI 2022年第2期2319-2346,共28页
This paper presents a combined control and modulation technique to enhance the power quality(PQ)and power reliability(PR)of a hybrid energy system(HES)through a single-phase 11-level cascaded H-bridge inverter(11-CHBI... This paper presents a combined control and modulation technique to enhance the power quality(PQ)and power reliability(PR)of a hybrid energy system(HES)through a single-phase 11-level cascaded H-bridge inverter(11-CHBI).The controller and inverter specifically regulate the HES and meet the load demand.To track optimum power,a Modified Perturb and Observe(MP&O)technique is used for HES.Ultra-capacitor(UCAP)based energy storage device and a novel current control strategy are proposed to provide additional active power support during both voltage sag and swell conditions.For an improved PQ and PR,a two-way current control strategy such as the main controller(MC)and auxiliary controller(AC)is suggested for the 11-CHBI operation.MC is used to regulate the active current component through the fuzzy controller(FC),and AC is used to regulate the dc-link voltage of CHBI through a neural network-based PI controller(ANN-PI).By tracking the reference signals fromMC and AC,a novel hybrid pulse widthmodulation(HPWM)technique is proposed for the 11-CHBI operation.To justify and analyze the MATLAB/Simulink software-based designed model,the robust controller performance is tested through numerous steady-state and dynamic state case studies. 展开更多
关键词 ULTRA-CAPACITOR 11-level cascaded h-bridge inverter hybrid energy system modified perturb and observer neural network-based PI fuzzy controller
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Intensification of Power Quality Using PMSG and Cascaded Multi Cell Trans-Z-Source Inverter 被引量:1
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作者 E. Rajendran Dr. C. Kumar Dr. P. Suresh 《Circuits and Systems》 2016年第11期3778-3793,共17页
This script depicts the power quality intensification of Wind Energy Transfer System (WETS) using Permanent Magnet Synchronous Generator (PMSG) and Cascaded Multi Cell Trans-Z-Source Inverter (CMCTZSI). The PMSG knock... This script depicts the power quality intensification of Wind Energy Transfer System (WETS) using Permanent Magnet Synchronous Generator (PMSG) and Cascaded Multi Cell Trans-Z-Source Inverter (CMCTZSI). The PMSG knocks the induction generator and earlier generators, because of their stimulating performances without taking the frame power. The Trans-Z-Source Inverter with one transformer and one capacitor is connected newly. To increase the boosting ratio gratuity a cascaded impression is proposed with adopting multi-winding transformer which provides an option for this manuscript to use coupled inductor as an alternative of multi-winding transformer and remains the matching voltage gain as cascaded multi cell trans-Z- source inverter. Accordingly the parallel capacitances are also balancing the voltage gain. The parallel correlation of the method is essentially to trim down the voltage stresses and to improve the input current gain of the inverter. By using MALAB Simulation, harmonics can be reduced up to 1.32% and also DC side can be boosted up our required level 200 - 1000 V achievable. The new hardware setup results demonstrate to facilitate the multi cell Trans Z-source inverter. This can be generated high-voltage gain [50 V - 1000 V] and also be credible. Moreover, the level of currents, voltages and Harmonics on the machinery is low. 展开更多
关键词 Neuro Fuzzy System (NFS) Permanent Magnet Synchronous Generator (PMSG) cascaded Multi Cell Trans-Z-Source inverter (CMCTZSI) Wind Energy Transfer System (WETS)
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Research of Mining STATCOM Based on Hybrid Multilevel H-bridge Inverter
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作者 Yaopu Li Cong Wang +1 位作者 Xu Zhao Kai Zhang 《Energy and Power Engineering》 2013年第4期636-641,共6页
The paper presents a new STATCOM system based on H-bridge inverter. It can be used in mine power network. It has been commonly verified for the positive effects of SVG on the reactive power compensation and voltage fl... The paper presents a new STATCOM system based on H-bridge inverter. It can be used in mine power network. It has been commonly verified for the positive effects of SVG on the reactive power compensation and voltage fluctuation suppression. This paper focuses on a generalized structure of multilevel power converter where individual voltage sources are not necessarily the same. The cascade H-bridge consists of two cells, high-voltage cell and low-voltage cell. The high-voltage cell is responsible for voltage lifting, while the low-voltage cell is responsible for PWM modulation. If two cells are cascaded with DC voltages in a ratio of 2:1, the single-phase output voltage can reach 7 levels. Increasing voltage levels of output waveform can bring up AC current quality, optimize harmonic spectrum and enhance converter efficiency. The hybrid multilevel is characterized by per-phase series connection of a high-voltage H-bridge converter and a low-voltage H-bridge converter. Due to the different capacitor voltage, it is a key problem as to how to maintain the capacitor’s voltage at a reference level. Independent DC source can effectively ensure the DC voltage. Through the reactive power compensation technology, the three-phase voltage and current can remain at the same phase. 展开更多
关键词 h-bridge STATCOM SVG HYBRID Coal MINE PWM Control inverter
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Capacitor Pattern H-Bridge Multilevel Inverter (CPHMLI) Using Phase Diposition Pulse Width Modulation for Grid Applications
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作者 M. S. Saravanan R. Jeyabharath 《Circuits and Systems》 2016年第10期3310-3319,共10页
This work presents an implementation of an innovative single phase multilevel inverter using capacitors with reduced switches. The proposed Capacitor pattern H-bridge Multilevel Inverter (CPHMLI) topology consists of ... This work presents an implementation of an innovative single phase multilevel inverter using capacitors with reduced switches. The proposed Capacitor pattern H-bridge Multilevel Inverter (CPHMLI) topology consists of a proper number of Capacitor connected with switches and power sources. The advanced switching control supplied by Pulse Width Modulation (PDPWM) to attain mixed staircase switching state. The charging and discharging mode are achieved by calculating the voltage error at the load. Furthermore, to accomplish the higher voltage levels at the output with less number of semiconductors switches and simple commutation designed using CPHMLI topology. To prove the performance and effectiveness of the proposed approach, a set of experiments performed under various load conditions using MATLAB tool. 展开更多
关键词 Switched Capacitor Multilevel inverter Phase Diposition Pulse Width Modulation Capacitor Pattern Based Multilevel inverter Total Harmonic Distortion cascaded h-bridge 17-Level inverter
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Modeling and Analysis of Variable Frequency Inverted Sine PWM Technique for a Hybrid Cascaded Multilevel Inverter
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作者 M. Sudhakaran R. Seyezhai 《Circuits and Systems》 2016年第9期2633-2650,共18页
In cascaded H-bridge multilevel inverter, a variable frequency inverted sine PWM technique is modeled for hybrid electric vehicles. It has a particular advantage of increasing power which is achieved using series conn... In cascaded H-bridge multilevel inverter, a variable frequency inverted sine PWM technique is modeled for hybrid electric vehicles. It has a particular advantage of increasing power which is achieved using series connection of H-bridge and also this topology is capable to produce superior spectral quality with considerable improvement of fundamental voltage. The variable frequency inverted sine PWM technique produces lesser torque ripple and enhances the fundamental output voltage mainly at lower modulation index ranges. The topologies of multilevel inverter are flying capacitor, diode clamped and cascaded inverter. In the paper, we will discuss about the cascaded multilevel inverter based on inverted sine PWM technique. The two switching strategies widely used to control multilevel inverters are constant frequency inverted sine PWM (CF-ISPWM) and variable frequency inverted sine PWM (VF-ISPWM). This implies that switch utilization substantially reduces 32.35% of the constant frequency inverted sine PWM switching technique. The performance of the technique is validated in terms of Total Harmonic Distortion (THD) and Torque ripple which significantly reduces when compared to constant frequency ISPWM. The analysis of conventional triangular PWM inverter and inverted sine PWM inverter using constant and variable switching scheme is done in MATLAB Simulink and verified experimentally by FPGA Spartan 3E processor. 展开更多
关键词 cascaded Multilevel inverter Constant Frequency inverted Sine PWM Variable Frequency inverted Sine PWM Total Harmonic Distortion
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Fault Recognition of Multilevel Inverter Using Artificial Neural Network Approach
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作者 Aravind Athimoolam Karthik Balasubramanian 《Intelligent Automation & Soft Computing》 SCIE 2023年第5期1331-1347,共17页
This paper focuses on the development of a diagnostic tool for detect-ing insulated gate bipolar transistor power electronic switchflaws caused by both open and short circuit faults in multi-level inverter time-frequen... This paper focuses on the development of a diagnostic tool for detect-ing insulated gate bipolar transistor power electronic switchflaws caused by both open and short circuit faults in multi-level inverter time-frequency output voltage specifications.High-resolution laboratory virtual instrument engineering work-bench software testing tool with a sample rate data collection system,as well as specialized signal processing and soft computing technologies,are used in this proposed method.On a single-phase cascaded H-bridge multilevel inverter,simu-lation and experimental investigations of both open and short issues of the insu-lated gate bipolar transistor components are performed out.In all conceivable switch issues,the output voltage signals are evaluated for different modulation index values.Fast fourier transform and discrete wavelet transform methods are used to investigate the frequency domain properties of output voltage signals.In the artificial neural network,the back propagation training technique was employed,and the generated neural parameter values were used in the Laboratory Virtual Instrumentation Engineering Workbench real-time fault diagnosis model. 展开更多
关键词 Back propagation learning DWT cascaded h-bridge MLI FFT sinusoidal PWM THD
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A New Phase-Shifted Cascade High Voltage Inverter
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作者 LauEngTin 《Electricity》 2005年第2期49-52,共4页
This paper presents a unique novel design of the phase-shifted cascade high voltage inverter. Thehigh voltage inverter utilizes fewer power switches and supplies a balance load. The usage of phase shifttransformer and... This paper presents a unique novel design of the phase-shifted cascade high voltage inverter. Thehigh voltage inverter utilizes fewer power switches and supplies a balance load. The usage of phase shifttransformer and phase shifting SPWM ensures that input and output harmonic wave content is low and outputvoltage change (du/dt) has a low rate, meeting all the requirements of the power authorities. The most out-standing feature is the energy saving with very fast cost recovery. 展开更多
关键词 高压反相器 相移位级联 多级SPWM 功率开关
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A Cascade Multilevel Inverter Using a Single DC Source
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《变频器世界》 2006年第10期25-27,共3页
3.SWITCHING ANGLES If the nominal capacitor voltage is chosen as Vdc/2, then one can compute the switching anglesθ1,θ2,andθ3.Following the development,the Fourier series expan- sion of the(staircase)output voltage ... 3.SWITCHING ANGLES If the nominal capacitor voltage is chosen as Vdc/2, then one can compute the switching anglesθ1,θ2,andθ3.Following the development,the Fourier series expan- sion of the(staircase)output voltage waveform of the multilevel inverter as shown in Fig.2(a) 展开更多
关键词 DC In A cascade Multilevel inverter Using a Single DC Source
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A New Phase-shifted Cascade High Voltage Inverter
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作者 Lau Eng Tin 《变频器世界》 2005年第6期54-57,共4页
This paper presents the characteristic and structure of phase-shifted cascade high voltage inverter. The high voltage inverter utilizes fewer power switches and has a balance load, a good linearity between input and o... This paper presents the characteristic and structure of phase-shifted cascade high voltage inverter. The high voltage inverter utilizes fewer power switches and has a balance load, a good linearity between input and output and a perfect control feature. 展开更多
关键词 高压变频器 开关电源 线性控制 多级SPWM
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多电平级联H桥逆变器通用型离散模型及分岔与混沌行为特性分析
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作者 杨维满 王富强 +2 位作者 李锦键 王兴贵 张钰沛 《电力自动化设备》 EI CSCD 北大核心 2024年第8期145-152,共8页
多电平级联H桥逆变器内部功率器件多、等效开关频率高、开关组合状态繁杂、离散数学模型建立难度大,其分岔、混沌动力学行为难以进行系统性分析。基于虚拟遍历法建立了具有N个单元的多电平级联H桥逆变器通用型离散映射数学模型;引入对... 多电平级联H桥逆变器内部功率器件多、等效开关频率高、开关组合状态繁杂、离散数学模型建立难度大,其分岔、混沌动力学行为难以进行系统性分析。基于虚拟遍历法建立了具有N个单元的多电平级联H桥逆变器通用型离散映射数学模型;引入对交流变量跟踪性能更佳的准比例谐振控制器,并重点分析了比例增益、谐振增益、单元数量N变化以及主电路和控制电路中其他参数变化情况下的分岔、混沌行为特性;对比分析了引入混沌抑制前后系统稳定性变化情况。从方法论角度分别采用根轨迹图和折叠图验证了稳定性分析结果的正确性,并通过PSIM仿真和实验验证了相关结论的正确性和抑制分岔与混沌行为的有效性。 展开更多
关键词 准比例谐振 级联H桥逆变器 分岔 混沌 混沌抑制
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一种两倍升压五电平开关电容逆变器
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作者 李善寿 肖融 +2 位作者 叶伟 方潜生 王思文 《广西科技大学学报》 CAS 2024年第3期65-72,82,共9页
开关电容型逆变器具有使用单直流电源输入、电容电压自均衡、输出谐波含量低以及高电压增益的优势。本文提出一种新型五电平逆变器拓扑,该拓扑由1个直流电源、2个浮动电容、1个电感以及4对互补开关管构成;采用多载波层叠调制策略实现开... 开关电容型逆变器具有使用单直流电源输入、电容电压自均衡、输出谐波含量低以及高电压增益的优势。本文提出一种新型五电平逆变器拓扑,该拓扑由1个直流电源、2个浮动电容、1个电感以及4对互补开关管构成;采用多载波层叠调制策略实现开关电容与输入电源的分时串并联运行;实现了2倍电压增益、五电平输出以及电容电压自均衡;通过增加电感抑制了开关电容充电时存在的脉冲电流,降低了开关管的电流应力。此外,逆变电路中没有单独二极管器件,使得该电路具有能量双向流动的能力,扩展了电路的应用范围。本文详细分析了电路的构成及工作过程,仿真及实验结果验证了所提出的逆变器具有可行性。 展开更多
关键词 开关电容 逆变器 电压增益 脉冲电流 载波层叠调制策略
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Evaluation of 1.2 kV SiC MOSFETs in Multilevel Cascaded H-bridge Three-phase Inverter for Medium-voltage Grid Applications 被引量:5
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作者 Haider Mhiesan Janviere Umuhoza +2 位作者 Kenneth Mordi Chris Farnell H.Alan Mantooth 《Chinese Journal of Electrical Engineering》 CSCD 2019年第2期1-13,共13页
A study is conducted to evaluate 1.2 kV silicon-carbide(SiC)MOSFETs in a cascaded H-bridge(CHB)three-phase inverter for medium-voltage applications.The main purpose of this topology is to remove the need for a bulky 6... A study is conducted to evaluate 1.2 kV silicon-carbide(SiC)MOSFETs in a cascaded H-bridge(CHB)three-phase inverter for medium-voltage applications.The main purpose of this topology is to remove the need for a bulky 60 Hz transformer normally used to step up the output signal of a voltage source inverter to a medium-voltage level.Using SiC devices(1.2-6.5 kV SiC MOSFETs)which have a high breakdown voltage,enables the system to meet and withstand the medium-voltage stress using only a minimal number of cascaded modules.The SiC-based power electronics when used in the presented topology considerably reduce the complexity usually encountered when Si devices are used to meet the medium-voltage level and power scalability.Simulation and preliminary experimental results on a low-voltage prototype verifies the nine-level CHB topology presented in this study. 展开更多
关键词 SiC switching devices cascaded h-bridge inverter medium voltage AC grid energy storage
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基于DCM‑PCA和GA‑BP的逆变器故障诊断
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作者 黄敬尧 程煜 李雅恬 《电力科学与技术学报》 CAS CSCD 北大核心 2024年第1期260-271,共12页
针对光伏并网三相电压型逆变器开关管的开路故障,提出深度级联模型(deep cascade mode,DCM)‒主成分分析(principal component analysis,PCA)与遗传算法(genetic algorithm,GA)优化的BP神经网络结合的故障诊断方法。首先对逆变器的开路... 针对光伏并网三相电压型逆变器开关管的开路故障,提出深度级联模型(deep cascade mode,DCM)‒主成分分析(principal component analysis,PCA)与遗传算法(genetic algorithm,GA)优化的BP神经网络结合的故障诊断方法。首先对逆变器的开路故障进行分析和仿真,确定三相电流作为故障信号,选择22类故障状态作为诊断对象,通过以稀疏表示分类(sparse representation based classififier,SRC)为基本操作单元的深度级联模型提取故障特征,DCM根据层次学习特性将故障特征分层,再由SRC部分得到不同故障的编码系数,并采用t分布—随机近邻嵌入(t⁃distributed stochastic neighbor embedding,t⁃SNE)方法验证了DCM具有较好的特征提取能力,通过PCA降低故障特征的冗余度、保留有价值的主成分提高网络映射能力,最后将故障特征向量作为GA⁃BP神经网络的输入信号实现对故障的诊断识别。通过仿真实验得到该方法的故障诊断准确率为95.64%,与DCM⁃PCA⁃BP、FFT⁃GA⁃BP和FFT⁃BP相比准确率分别提高8.71%、20.64%、51.70%,表明该方法有更好的故障特征提取能力和故障诊断效果。 展开更多
关键词 逆变器 故障诊断 神经网络 深度级联模型 故障特征
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