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A frequency servo SoC with output power stabilization loop technology for miniaturized atomic clocks 被引量:1
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作者 Hongyang Zhang Xinlin Geng +3 位作者 Zonglin Ye Kailei Wang Qian Xie Zheng Wang 《Journal of Semiconductors》 EI CAS CSCD 2024年第6期13-22,共10页
A frequency servo system-on-chip(FS-SoC)featuring output power stabilization technology is introduced in this study for high-precision and miniaturized cesium(Cs)atomic clocks.The proposed power stabilization loop(PSL... A frequency servo system-on-chip(FS-SoC)featuring output power stabilization technology is introduced in this study for high-precision and miniaturized cesium(Cs)atomic clocks.The proposed power stabilization loop(PSL)technique,incorporating an off-chip power detector(PD),ensures that the output power of the FS-SoC remains stable,mitigating the impact of power fluctuations on the atomic clock's stability.Additionally,a one-pulse-per-second(1PPS)is employed to syn-chronize the clock with GPS.Fabricated using 65 nm CMOS technology,the measured phase noise of the FS-SoC stands at-69.5 dBc/Hz@100 Hz offset and-83.9 dBc/Hz@1 kHz offset,accompanied by a power dissipation of 19.7 mW.The Cs atomic clock employing the proposed FS-SoC and PSL obtains an Allan deviation of 1.7×10^(-11) with 1-s averaging time. 展开更多
关键词 CMOS technology atomic clock phase-locked loop output power stabilization 1PPS
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Resilient Fixed-Order Distributed Dynamic Output Feedback Load Frequency Control Design for Interconnected Multi-Area Power Systems 被引量:4
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作者 Ali Azarbahram Amir Amini Mahdi Sojoodi 《IEEE/CAA Journal of Automatica Sinica》 SCIE EI CSCD 2019年第5期1139-1151,共13页
The paper proposes a novel H∞ load frequency control(LFC) design method for multi-area power systems based on an integral-based non-fragile distributed fixed-order dynamic output feedback(DOF) tracking-regulator cont... The paper proposes a novel H∞ load frequency control(LFC) design method for multi-area power systems based on an integral-based non-fragile distributed fixed-order dynamic output feedback(DOF) tracking-regulator control scheme. To this end, we consider a nonlinear interconnected model for multiarea power systems which also include uncertainties and timevarying communication delays. The design procedure is formulated using semi-definite programming and linear matrix inequality(LMI) method. The solution of the proposed LMIs returns necessary parameters for the tracking controllers such that the impact of model uncertainty and load disturbances are minimized. The proposed controllers are capable of receiving all or part of subsystems information, whereas the outputs of each controller are local. These controllers are designed such that the resilient stability of the overall closed-loop system is guaranteed. Simulation results are provided to verify the effectiveness of the proposed scheme. Simulation results quantify that the distributed(and decentralized) controlled system behaves well in presence of large parameter perturbations and random disturbances on the power system. 展开更多
关键词 Dynamic output FEEDBACK CONTROL interconnected multi-area power systems LOAD frequency CONTROL linear matrix INEQUALITIES power system CONTROL
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Analysis on Output Power for Multi-direction Piezoelectric Vibration Energy Harvester 被引量:4
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作者 刘祥建 陈仁文 《Transactions of Nanjing University of Aeronautics and Astronautics》 EI 2014年第6期668-674,共7页
To predict the performance of multi-direction piezoelectric vibration energy harvester,an equation for calculating its output power is obtained based on elastic mechanics theory and piezoelectricity theory.Experiments... To predict the performance of multi-direction piezoelectric vibration energy harvester,an equation for calculating its output power is obtained based on elastic mechanics theory and piezoelectricity theory.Experiments are performed to verify theoretical analysis.When the excitation direction is along Y direction,a maximal output power about 0.139 mW can be harvested at a resistive load of 65kΩ and an excitation frequency of 136 Hz.Theoretical analysis agrees well with experimental results.Furthermore,the performance of multi-direction vibration energy harvester is experimentally tested.The results show that the multi-direction vibration energy harvester can harvest perfect energy as the excitation direction changes in XY plane,YZ plane,XZ plane and body diagonal plane of the harvester. 展开更多
关键词 multi-direction vibration energy harvesting piezoelectric transducer output power
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Prediction of photovoltaic power output based on different non-linear autoregressive artificial neural network algorithms 被引量:3
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作者 Adriano Pamain P.V.Kanaka Rao Frank Nicodem Tilya 《Global Energy Interconnection》 EI CAS CSCD 2022年第2期226-235,共10页
Prediction of power output plays a vital role in the installation and operation of photovoltaic modules.In this paper,two photovoltaic module technologies,amorphous silicon and copper indium gallium selenide installed... Prediction of power output plays a vital role in the installation and operation of photovoltaic modules.In this paper,two photovoltaic module technologies,amorphous silicon and copper indium gallium selenide installed outdoors on the rooftop of the University of Dodoma,located at 6.5738°S and 36.2631°E in Tanzania,were used to record the power output during the winter season.The average data of ambient temperature,module temperature,solar irradiance,relative humidity,and wind speed recorded is used to predict the power output using a non-linear autoregressive artificial neural network.We consider the Levenberg-Marquardt optimization,Bayesian regularization,resilient propagation,and scaled conjugate gradient algorithms to understand their abilities in training,testing and validating the data.A comparison with reference to the performance indices:coefficient of determination,root mean square error,mean absolute percentage error,and mean absolute bias error is drawn for both modules.According to the findings of our investigation,the predicted results are in good agreement with the experimental results.All the algorithms performed better,and the predicted power out of both modules using the Bayesian regularization algorithm is observed to exhibit good processing capabilities compared to the other three algorithms that are evident from the measured performance indices. 展开更多
关键词 PHOTOVOLTAIC Artificial neural network Training algorithms Ambient parameters power output
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Wind power time series simulation model based on typical daily output processes and Markov algorithm 被引量:3
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作者 Zhihui Cong Yuecong Yu +1 位作者 Linyan Li Jie Yan 《Global Energy Interconnection》 EI CAS CSCD 2022年第1期44-54,共11页
The simulation of wind power time series is a key process in renewable power allocation planning,operation mode calculation,and safety assessment.Traditional single-point modeling methods discretely generate wind powe... The simulation of wind power time series is a key process in renewable power allocation planning,operation mode calculation,and safety assessment.Traditional single-point modeling methods discretely generate wind power at each moment;however,they ignore the daily output characteristics and are unable to consider both modeling accuracy and efficiency.To resolve this problem,a wind power time series simulation model based on typical daily output processes and Markov algorithm is proposed.First,a typical daily output process classification method based on time series similarity and modified K-means clustering algorithm is presented.Second,considering the typical daily output processes as status variables,a wind power time series simulation model based on Markov algorithm is constructed.Finally,a case is analyzed based on the measured data of a wind farm in China.The proposed model is then compared with traditional methods to verify its effectiveness and applicability.The comparison results indicate that the statistical characteristics,probability distributions,and autocorrelation characteristics of the wind power time series generated by the proposed model are better than those of the traditional methods.Moreover,modeling efficiency considerably improves. 展开更多
关键词 Wind power Time series Typical daily output processes Markov algorithm Modified K-means clustering algorithm
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Reducing the minimum output power of soft-switching inverter arc welding power supplies 被引量:1
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作者 傅强 薛松柏 《China Welding》 EI CAS 2010年第3期45-49,共5页
The full-bridge zero-voltage and zero-current switching inverter, which can adjust the output power by keeping the duty-cycle of lagging arm constant, changing the duty-cycle of leading arm, is a common circuit topolo... The full-bridge zero-voltage and zero-current switching inverter, which can adjust the output power by keeping the duty-cycle of lagging arm constant, changing the duty-cycle of leading arm, is a common circuit topology of soft-switching inverter arc welding power supplies. However, the output power still remains a certain value when the duty-cycle of leading arm decreases to zero. The working-mode of soft-switching inverter and the waveforms of major parameters with the condition of duty-cycle of leading arm being zero are studied in this paper. U-1 characteristic experiments prove that the minimum output power of soft-switching circuit, which depends on the charged voltage of capacitors in parallel with leading arm, can be decreased by reducing the duty-cycle of lagging arm. By switching working-modes between half-bridge and full-bridge, the output power can swing from zero to the power rating. 展开更多
关键词 SOFT-SWITCHING inverter arc welding power supplies minimum output power
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Decision Technique of Solar Radiation Prediction Applying Recurrent Neural Network for Short-Term Ahead Power Output of Photovoltaic System 被引量:3
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作者 Atsushi Yona Tomonobu Senjyu +2 位作者 Toshihisa Funabashi Paras Mandal Chul-Hwan Kim 《Smart Grid and Renewable Energy》 2013年第6期32-38,共7页
In recent years, introduction of a renewable energy source such as solar energy is expected. However, solar radiation is not constant and power output of photovoltaic (PV) system is influenced by weather conditions. I... In recent years, introduction of a renewable energy source such as solar energy is expected. However, solar radiation is not constant and power output of photovoltaic (PV) system is influenced by weather conditions. It is difficult for getting to know accurate power output of PV system. In order to forecast the power output of PV system as accurate as possible, this paper proposes a decision technique of forecasting model for short-term-ahead power output of PV system based on solar radiation prediction. Application of Recurrent Neural Network (RNN) is shown for solar radiation prediction in this paper. The proposed method in this paper does not require complicated calculation, but mathematical model with only useful weather data. The validity of the proposed RNN is confirmed by comparing simulation results of solar radiation forecasting with that obtained from other 展开更多
关键词 NEURAL Network Short-Term-Ahead Forecasting power output for PV System Solar Radiation Forecasting
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Big-M based MILP method for SCUC considering allowable wind power output interval and its adjustable conservativeness 被引量:3
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作者 Liudong Zhang Qibing Zhang +2 位作者 Haifeng Fan Haiwei Wu Chunlei Xu 《Global Energy Interconnection》 CAS CSCD 2021年第2期193-203,共11页
In contrast to most existing works on robust unit commitment(UC),this study proposes a novel big-M-based mixed-integer linear programming(MILP)method to solve security-constrained UC problems considering the allowable... In contrast to most existing works on robust unit commitment(UC),this study proposes a novel big-M-based mixed-integer linear programming(MILP)method to solve security-constrained UC problems considering the allowable wind power output interval and its adjustable conservativeness.The wind power accommodation capability is usually limited by spinning reserve requirements and transmission line capacity in power systems with large-scale wind power integration.Therefore,by employing the big-M method and adding auxiliary 0-1 binary variables to describe the allowable wind power output interval,a bilinear programming problem meeting the security constraints of system operation is presented.Furthermore,an adjustable confidence level was introduced into the proposed robust optimization model to decrease the level of conservatism of the robust solutions.This can establish a trade-off between economy and security.To develop an MILP problem that can be solved by commercial solvers such as CPLEX,the big-M method is utilized again to represent the bilinear formulation as a series of linear inequality constraints and approximately address the nonlinear formulation caused by the adjustable conservativeness.Simulation studies on a modified IEEE 26-generator reliability test system connected to wind farms were performed to confirm the effectiveness and advantages of the proposed method. 展开更多
关键词 Big-M method Security-constrained unit commitment Robust optimization Mixed-integer linear programming Allowable wind power output interval Adjustable conservativeness
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Fabrication of Tm-Doped Fibers for High Power and 121W Output All-Fiber Tm-Doped Fiber Laser 被引量:3
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作者 邢颍滨 廖雷 +4 位作者 步凡 王一礴 彭景刚 戴能利 李进延 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第3期52-55,共4页
We fabricate the Tm-doped double cladding silica fiber by using the vapor-solution hybrid-doping method, then build up an all-fiber Tin-doped fiber laser which can provide the output power of up to 121 W, correspondin... We fabricate the Tm-doped double cladding silica fiber by using the vapor-solution hybrid-doping method, then build up an all-fiber Tin-doped fiber laser which can provide the output power of up to 121 W, corresponding to a slope efficiency of 51% and an optical-optical efficiency of 48%. By using the domestic Tin-doped fiber, it is the first time a hundred-watt level output at 1915nm has been achieved, to the best of our knowledge. The thermal effect of Tm-doped fiber laser is also analyzed. 展开更多
关键词 Fabrication of Tm-Doped Fibers for High power and 121W output All-Fiber Tm-Doped Fiber Laser TM
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Local topography-induced pressure gradient effects on the wake and power output of a model wind turbine 被引量:1
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作者 Tengfei Cai Shyuan Cheng +1 位作者 Antonio Segalini Leonardo P.Chamorro 《Theoretical & Applied Mechanics Letters》 CSCD 2021年第5期304-311,共8页
Wind-tunnel experiments were performed to study the effect of favorable and adverse constant pressure gradients(PG)from local changes in the topography right downwind of a model wind turbine.Particle image velocimetry... Wind-tunnel experiments were performed to study the effect of favorable and adverse constant pressure gradients(PG)from local changes in the topography right downwind of a model wind turbine.Particle image velocimetry was used to characterize the near and intermediate wake regions.We explored five scenarios,two favorable,two adverse PG,and a case with negligible PG.Results show that the PGs induce a wake deflection and modulate the wake.They imposed a relatively small impact on the turbulence kinetic energy and kinematic shear stress but a comparatively dominant effect on the bulk flow on the flow recovery.Based on this,a simple formulation is used to describe the impact of PG on the wake.We modeled the base flow through a linearized perturbation method;the wake is obtained by solving a simplified,integrated streamwise momentum equation.This approach reasonably estimated the flow profile and PG-induced power output variations. 展开更多
关键词 Topographic effects Pressure gradient Turbine wake power output
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Output-feedback Stabilization for Stochastic High-order Nonlinear Systems with a Ratio of Odd Integers Power 被引量:4
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作者 LIU Liang DUAN Na XIE Xue-Jun 《自动化学报》 EI CSCD 北大核心 2010年第6期858-864,共7页
关键词 反馈系统 稳定性 自动化 研究
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Controlling the output power of soft switching arc welding inverter by two-stage continuous PWM method
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作者 傅强 赵善麒 范新南 《China Welding》 EI CAS 2016年第1期64-70,共7页
The full bridge zero voltage zero current switching ( FB-ZVZCS ) , which could adjust the output power by keeping the duty ratio of lagging leg constant and changing the duty ratio of leading leg, was a common circu... The full bridge zero voltage zero current switching ( FB-ZVZCS ) , which could adjust the output power by keeping the duty ratio of lagging leg constant and changing the duty ratio of leading leg, was a common circuit of soft switching arc welding inverter power source. However, when the duty ratio of leading leg was reduced to zero, the output power stayed the constant value instead of becoming zero. The working status and waveforms of some major parameters were studied in this paper while the duty ratio of leading leg was zero. It was concluded that the minimum output power of soft switching inverter was related to the charging voltage of paraUel capacitors, and the output power also could be reduced by reducing the duty ratio of lagging leg. A novel two-stage continuous PWM control method that could switch working-mode between full bridge and half bridge was put forward in this paper. This kind of control method could further reduce the output power of soft switching inverter in order to meet the requirement of low heat input of sheet metal welding. 展开更多
关键词 soft switching inverter arc welding power source minimum output power two stage continuous PWM control
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Mathematical modeling of output power in RF-excited CO_2 waveguide lasers
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作者 Hussian Badran +1 位作者 田兆硕 王骐 《Journal of Harbin Institute of Technology(New Series)》 EI CAS 2003年第1期60-63,共4页
Theoretical analysis model has been established for CO 2 laser to describe the process of dynamic emission in the electrooptically Q switched laser .The electron excitation and the energy transfer of vibration level a... Theoretical analysis model has been established for CO 2 laser to describe the process of dynamic emission in the electrooptically Q switched laser .The electron excitation and the energy transfer of vibration level and the rotational relaxation of rotational levels are described. The comparison between this model and a set of coupled rat equations model are discussed. 展开更多
关键词 RF excited WAVEGUIDE CO 2 laser output power relaxation time
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Optimal Output Power Control of Switched Reluctance Generator at a Constant Speed
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作者 Liwei Shao Lei Dong Lulu Ling 《Journal of Beijing Institute of Technology》 EI CAS 2020年第4期435-444,共10页
In order to control the output power of a switched reluctance generator(SRG)at a constant speed,the output power of SRG is theoretically analyzed by using freewheeling control.First,through a theoretical analysis,a fi... In order to control the output power of a switched reluctance generator(SRG)at a constant speed,the output power of SRG is theoretically analyzed by using freewheeling control.First,through a theoretical analysis,a finite element simulation and an experiment,it was verified that the output power of SRG cannot be improved by using freewheeling control with a single pulse control method(SPCM).Then,the maximum output power can be obtained by optimizing the turn off angles of SPCM at a constant speed,and at the same time,the formula of the optimal turn-off angle was presented,which meets the criterion for the output power maximization.Finally,numerical simulation and experimental results demonstrated the validity of the theoretical analysis. 展开更多
关键词 freewheeling technique output power maximization single pulse control switched reluctance generator(SRG)
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Development of Surface Grating Distributed Feedback Quantum Cascade Laser for High Output Power and Low Threshold Current Density
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作者 刘颖慧 张锦川 +3 位作者 江建民 孙素娟 李沛旭 刘峰奇 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第2期60-62,共3页
We report on the room-temperature cascade laser (QCL) at λ -4.7μm. cw operation of a surface grating Both grating design and material distributed feedback (DFB) quantum optimization are used to decrease the thre... We report on the room-temperature cascade laser (QCL) at λ -4.7μm. cw operation of a surface grating Both grating design and material distributed feedback (DFB) quantum optimization are used to decrease the threshold current density and to increase the output power. For a high-reflectivity-coated 13-μm-wide and 4- mm-long laser, high wall-plug efficiency of 6% is obtained at 20℃ from a single facet producing over I W of ew output power. The threshold current density of DFB QCL is as low as 1.13kA/cm^2 at 10℃ and 1.34kA/cm2 at 30℃ in cw mode. Stable single-mode emission with a side-mode suppression ratio of about 30 dB is observed in tile working temperature range of 20-50℃. 展开更多
关键词 DFB QCL Development of Surface Grating Distributed Feedback Quantum Cascade Laser for High output power and Low Threshold Current Density
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Comparison of Experimental and Theoretical Output Power of Grid Connected Photovoltaic System in Super Mega Factory
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作者 Kyaw Kyaw Htet Than Zaw Htwe +1 位作者 Wint Wint Kyaw Zeya Oo 《Journal of Electrical Engineering》 2018年第1期28-32,共5页
In this paper, the performance of grid connected PV system that is installed in Super Mega Factory is presented. The output parameters of 4 kW PV is collected and analyzed. Then, according to the results the weak poin... In this paper, the performance of grid connected PV system that is installed in Super Mega Factory is presented. The output parameters of 4 kW PV is collected and analyzed. Then, according to the results the weak points of the system were found and the theoretical output power was compared. After that we try to get the maximum output power making the correction of collector angle and place suitable panel position. 展开更多
关键词 Grid connected PV system output parameters theoretical output power.
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Experimental Study of Buffer Gas Flow Rate Effect on Output Power of a Copper Vapor Laser
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作者 Saeid Behrouzinia Kamran Khorasani +3 位作者 Saeid Marjani Masoud Sabaghi Mohammad Ebrahim Aeinehvand Sadegh Mohammadpour 《Optics and Photonics Journal》 2016年第2期24-28,共5页
A copper vapor laser with active medium length of 60 cm and bore of 16 mm has been operated and optimized using different buffer gases to investigate the effect of the gas flow rates on the output power. It is found t... A copper vapor laser with active medium length of 60 cm and bore of 16 mm has been operated and optimized using different buffer gases to investigate the effect of the gas flow rates on the output power. It is found that there is a special optimum gas flow rate associated with the type of buffer gas. 展开更多
关键词 Copper Vapor Laser Gas Flow Rate output power
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Capacitorless Solid-state Power Filter for Single-phase DC-AC Converters
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作者 Haitham Kanakri Euzeli C.Dos Santos 《CES Transactions on Electrical Machines and Systems》 EI CSCD 2024年第3期367-377,共11页
Converters rely on passive filtering as a crucial element due to the high-frequency operational characteristics of power electronics.Traditional filtering methods involve a dual inductor-capacitor(LC)cell or an induct... Converters rely on passive filtering as a crucial element due to the high-frequency operational characteristics of power electronics.Traditional filtering methods involve a dual inductor-capacitor(LC)cell or an inductor-capacitor-inductor(LCL)T-circuit.However,capacitors are susceptible to wear-out mechanisms and failure modes.Nevertheless,the necessity for monitoring and regular replacement adds to an elevated cost of ownership for such systems.The utilization of an active output power filter can be used to diminish the dimensions of the LC filter and the electrolytic dc-link capacitor,even though the inclusion of capacitors remains an indispensable part of the system.This paper introduces capacitorless solid-state power filter(SSPF)for single-phase dc-ac converters.The proposed configuration is capable of generating a sinusoidal ac voltage without relying on capacitors.The proposed filter,composed of a planar transformer and an H-bridge converter operating at high frequency,injects voltage harmonics to attain a sinusoidal output voltage.The design parameters of the planar transformer are incorporated,and the impact of magnetizing and leakage inductances on the operation of the SSPF is illustrated.Theoretical analysis,supported by simulation and experimental results,are provided for a design example for a single-phase system.The total harmonic distortion observed in the output voltage is well below the IEEE 519 standard.The system operation is experimentally tested under both steady-state and dynamic conditions.A comparison with existing technology is presented,demonstrating that the proposed topology reduces the passive components used for filtering. 展开更多
关键词 Solid-state power filter(SSPF) Capacitorless topology Active output power filter(AOF) Planar transformer Electrolytic capacitor LIFETIME Wear-out mechanisms
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基于平抑风光波动的矿坑抽水蓄能电站出力与机组特性研究
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作者 任岩 侯尚辰 +3 位作者 韩宇平 张浩男 孙克涛 邢新阳 《华北水利水电大学学报(自然科学版)》 北大核心 2025年第1期20-31,共12页
由于我国能源结构的调整,现有抽水蓄能电站装机规模无法满足黄河流域的能源结构转型以及风、光资源大规模消纳的需求,同时由于采矿工作的结束,产生了大量废弃矿坑。以鄂尔多斯附近的废弃矿坑为研究对象,借助鄂尔多斯域内的黄河水资源,... 由于我国能源结构的调整,现有抽水蓄能电站装机规模无法满足黄河流域的能源结构转型以及风、光资源大规模消纳的需求,同时由于采矿工作的结束,产生了大量废弃矿坑。以鄂尔多斯附近的废弃矿坑为研究对象,借助鄂尔多斯域内的黄河水资源,结合抽水蓄能电站的建设条件,选出4对符合抽水蓄能电站建设要求的矿坑。对待建抽水蓄能电站附近的风光资源数据进行采集,借助Meteonorm、Matlab以及Simulink等软件进行出力模拟,并对出力特性进行分析,证实抽水蓄能电站是风电、光伏发电的良好补充资源。由于水泵水轮机的国内外制造商没有成形的型谱系列,所以分别从抽水蓄能电站水轮机选型要点、抽水蓄能电站水轮机主要特征参数的选择、矿坑抽水蓄能电站水轮机选型实例3个角度对不同矿坑特性下的抽水蓄能机组进行合理选型。该研究对我国黄河流域抽水蓄能电站的建设、后续废弃矿坑的利用以及矿坑抽水蓄能机组的选型具有指导意义。 展开更多
关键词 抽水蓄能电站 废弃矿坑 风光出力特性 水库建设 资源利用
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供暖期间多电源优化调度策略及预测分析
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作者 李东雄 杨文旭 +2 位作者 马凯 丰胤东 成治瑾 《暖通空调》 2025年第2期32-37,共6页
风光发电是山西能源转型发展的重要组成部分,冬季供暖期是风光发电出力较高的季节,由于风光发电具有季节性、随机性和间歇性特点,使得风光发电随装机容量的增加对电网峰谷差的反向调峰作用进一步增强。因此,合理调配电力资源,促进风光... 风光发电是山西能源转型发展的重要组成部分,冬季供暖期是风光发电出力较高的季节,由于风光发电具有季节性、随机性和间歇性特点,使得风光发电随装机容量的增加对电网峰谷差的反向调峰作用进一步增强。因此,合理调配电力资源,促进风光电力消纳,降低弃风弃光率很有必要。本文提出在目前由风电、光电及火电作为主要电源的发电系统中加入氢储能调峰站进行调节,用来平抑新能源发电的波动性,保障电网系统的安全稳定运行,同时在目前的负荷侧加入新能源汽车集群来增大负荷侧需求,推进源网荷储一体化。计算出山西省风电机组、光电机组月平均出力系数和保证容量系数,并分析其年特性;建立对应的以风光联合出力最大化和火电机组运行出力最小化为目标的电力系统调度数学模型,对其进行算例应用分析验证;基于长短期记忆网络模型预测山西省供暖期一日内各机组的出力,通过粒子群算法优化模型,模拟加入氢储能后的风电、光电机组出力,并最终验证模型的可行性。 展开更多
关键词 新能源 氢储能 出力预测 电力调度 风电 光电
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