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Learning-based lensless imaging through optically thick scattering media 被引量:35
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作者 Meng Lyu Hao Wang +2 位作者 Guowei Li Shanshan Zheng Guohai Situ 《Advanced Photonics》 EI CSCD 2019年第3期29-38,共10页
The problem of imaging through thick scattering media is encountered in many disciplines of science,ranging from mesoscopic physics to astronomy.Photons become diffusive after propagating through a scattering medium w... The problem of imaging through thick scattering media is encountered in many disciplines of science,ranging from mesoscopic physics to astronomy.Photons become diffusive after propagating through a scattering medium with an optical thickness of over 10 times the scattering mean free path.As a result,no image but only noise-like patterns can be directly formed.We propose a hybrid neural network for computational imaging through such thick scattering media,demonstrating the reconstruction of image information from various targets hidden behind a white polystyrene slab of 3 mm in thickness or 13.4 times the scattering mean free path.We also demonstrate that the target image can be retrieved with acceptable quality from a very small fraction of its scattered pattern,suggesting that the speckle pattern produced in this way is highly redundant.This leads to a profound question of how the information of the target being encoded into the speckle is to be addressed in future studies. 展开更多
关键词 imaging through scattering media deep learning neural network computational imaging
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Lane of parallel through carry in ternary optical adder 被引量:31
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作者 JINYi HEHuacan AILirong 《Science in China(Series F)》 2005年第1期107-116,共10页
At the present 50 to 100 microseconds are necessary for a liquid crystal to change its state from opacity to clarity; 1.14×10-5 microseconds are however proved to be enough for light to pass through a clarity liq... At the present 50 to 100 microseconds are necessary for a liquid crystal to change its state from opacity to clarity; 1.14×10-5 microseconds are however proved to be enough for light to pass through a clarity liquid crystal device. Rooted from this great difference in time, an optical adder was constructed with parallel through carry lanes (PTCL) composed of liquid crystals. Because all carries in PTCL process in parallel, the carry delay in the ternary optical computer's adder is avoided. Eliminating the carry delay in adder of ternary optical computer by physical means, the PTCL is also applicable for other types of optical adders. Moreover a light diagram of the adder and one PTCL structure are provided. 展开更多
关键词 optical computer TERNARY ADDER through carry lane.
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基于云模型的城市轨道交通乘客满意度评价 被引量:31
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作者 李林波 郭晓凡 +1 位作者 傅佳楠 吴兵 《同济大学学报(自然科学版)》 EI CAS CSCD 北大核心 2019年第3期378-385,共8页
为了直观细致了解乘客在乘坐轨道交通时的体验感受,从乘客感知角度构建了满意度评价指标体系,采用CRITIC(criteria importance through inter-criteria correlation)法来实现指标的客观赋权,并用基于云模型的基本算法生成评价云和结果云... 为了直观细致了解乘客在乘坐轨道交通时的体验感受,从乘客感知角度构建了满意度评价指标体系,采用CRITIC(criteria importance through inter-criteria correlation)法来实现指标的客观赋权,并用基于云模型的基本算法生成评价云和结果云,通过云的数字特征和云图的比较直观展现评价结果.以上海市轨道交通2号线的乘客满意度评价为例,验证了评价方法的有效性和合理性,同时该评价结果除了反映乘客的满意程度,也提供了对乘客认知差异和共识度的衡量,使得其具备了更大的使用价值. 展开更多
关键词 轨道交通 乘客满意度 评价指标体系 CRITIC(criteria IMPORTANCE through inter-criteria correlation)法 云模型 实证分析
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Power hardware in the loop validation of fault ride through of VSC HVDC connected offshore wind power plants 被引量:26
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作者 Ranjan SHARMA Qiuwei WU +3 位作者 Seung Tae CHA Kim H.JENSEN Tonny W.RASMUSSEN JacobØSTEGAARD 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2014年第1期23-29,共7页
This paper presents the power hardware in the loop(PHIL)validation of a feed forward DC voltage control scheme for the fault ride through(FRT)of voltage source converter(VSC)high voltage DC(HVDC)connected offshore win... This paper presents the power hardware in the loop(PHIL)validation of a feed forward DC voltage control scheme for the fault ride through(FRT)of voltage source converter(VSC)high voltage DC(HVDC)connected offshore wind power plants(WPPs).In the proposed FRT scheme,the WPP collector network AC voltage is actively controlled by considering both the DC voltage error and the AC current from the WPP AC collector system which ensures fast and robust FRT of the VSC HVDC connected offshore WPPs.The PHIL tests were carried out in order to verify the efficacy of the proposed feed forward DC voltage control scheme for enhancing the FRT capability of the VSC HVDC connected WPPs.The PHIL test results have demonstrated the proper control coordination between the offshore WPP and the WPP side VSC and the efficient FRT of the VSC HVDC connected WPPs. 展开更多
关键词 Fault ride through High voltage DC(HVDC) Offshore wind power plant Power hardware in the loop(PHIL) Voltage source converter(VSC)
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Computational imaging without a computer:seeing through random diffusers at the speed of light 被引量:25
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作者 Yi Luo Yifan Zhao +4 位作者 Jingxi Li Ege Çetintaş Yair Rivenson Mona Jarrahi Aydogan Ozcan 《eLight》 2022年第1期42-57,共16页
Imaging through diffusers presents a challenging problem with various digital image reconstruction solutions demonstrated to date using computers.Here,we present a computer-free,all-optical image reconstruction method... Imaging through diffusers presents a challenging problem with various digital image reconstruction solutions demonstrated to date using computers.Here,we present a computer-free,all-optical image reconstruction method to see through random diffusers at the speed of light.Using deep learning,a set of transmissive diffractive surfaces are trained to all-optically reconstruct images of arbitrary objects that are completely covered by unknown,random phase diffusers.After the training stage,which is a one-time effort,the resulting diffractive surfaces are fabricated and form a passive optical network that is physically positioned between the unknown object and the image plane to all-optically reconstruct the object pattern through an unknown,new phase diffuser.We experimentally demonstrated this concept using coherent THz illumination and all-optically reconstructed objects distorted by unknown,random diffusers,never used during training.Unlike digital methods,all-optical diffractive reconstructions do not require power except for the illumination light.This diffractive solution to see through diffusers can be extended to other wavelengths,and might fuel various applications in biomedical imaging,astronomy,atmospheric sciences,oceanography,security,robotics,autonomous vehicles,among many others. 展开更多
关键词 Imaging through diffusers Computational imaging Diffractive neural network Deep learning
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Enhanced control of DFIG-used back-to-back PWM VSC under unbalanced grid voltage conditions 被引量:20
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作者 HU Jia-bing HE Yi-kang NIAN Heng 《Journal of Zhejiang University-Science A(Applied Physics & Engineering)》 SCIE EI CAS CSCD 2007年第8期1330-1339,共10页
This paper presents a unified positive-and negative-sequence dual-dq dynamic model of wind-turbine driven doubly-fed induction generator(DFIG) under unbalanced grid voltage conditions. Strategies for enhanced control ... This paper presents a unified positive-and negative-sequence dual-dq dynamic model of wind-turbine driven doubly-fed induction generator(DFIG) under unbalanced grid voltage conditions. Strategies for enhanced control and operation of a DFIG-used back-to-back(BTB) PWM voltage source converter(VSC) are proposed. The modified control design for the grid-side converter in the stationary αβ frames diminishes the amplitude of DC-link voltage ripples of twice the grid frequency,and the two proposed control targets for the rotor-side converter are alternatively achieved,which,as a result,improve the fault-ride through(FRT) capability of the DFIG based wind power generation systems during unbalanced network supply. A complete unbalanced control scheme with both grid-and rotor-side converters included is designed. Finally,simulation was carried out on a 1.5 MW wind-turbine driven DFIG system and the validity of the developed unified model and the feasibility of the proposed control strategies are all confirmed by the simulated results. 展开更多
关键词 Unbalanced grid voltage Doubly-fed induction generator (DFIG) Back-to-back (BTB) Fault-ride through (FRT) Voltage source converter (VSC)
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Effects of Social Security Spending on Income Distribution and Poverty Reduction in China 被引量:22
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作者 Yue Ximing Zhong Cong 《China Economist》 2020年第4期100-131,共32页
Reasonable income distribution and eradication of rural poverty are vital for building a moderately prosperous society in all respects in China.This paper primarily examines the income distribution and poverty reducti... Reasonable income distribution and eradication of rural poverty are vital for building a moderately prosperous society in all respects in China.This paper primarily examines the income distribution and poverty reduction effects of social security spending.Market income and redistribution policies are two determinants of income gaps.Based on CHIP2018 household survey data,we find that inadequate income redistribution policies have contributed to yawning income gaps,and that social security spending is more redistributive than personal income tax and social security contributions.After estimating the redistribution effects of social security spending and itemized incomes,we find that pension payments have contributed the most to household income gaps,and that subsistence protection and rural pension payments help improve income distribution.With respect to the poverty reduction effects of social security spending,we have estimated China’s current poverty incidence and the poverty reduction effects of pension payments,healthcare,and educational allowances with CHIP2018 data,and discover that an increase in social security spending may effectively reduce rural poverty.In building a moderately prosperous society in all respects,China should increase social security spending,focusing on specific target groups,and promote the role of social security spending in regulating income distribution and offering social protection to rural residents. 展开更多
关键词 income distribution market income personal income tax social security spending poverty reduction through social protection
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Overview of problems in large-scale wind integrations 被引量:21
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作者 Xiaoming YUAN 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2013年第1期22-25,共4页
Wind power has been developing rapidly in major countries in the past 10 years.The distinct static and dynamic characteristics of output power compared with conventional generations pose significant challenges on powe... Wind power has been developing rapidly in major countries in the past 10 years.The distinct static and dynamic characteristics of output power compared with conventional generations pose significant challenges on power system adequacy and stability and constraints on the penetration level of wind power in power systems.Based on the uniqueness of wind power versus conventional generations,we discuss its implications on power system adequacy and stability and propose basic solutions for facilitating largescale integrations of wind power into the power system. 展开更多
关键词 Wind power ADEQUACY Stability Variability and uncertainty Disturbance mitigating and disturbance ride through
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Recent advancement on technical requirements for grid integration of wind power 被引量:19
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作者 Xiaoge LIU Zhao XU Kit Po WONG 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2013年第3期216-222,共7页
The installation of wind energy has experienced rapid development during recent years.As a result,the operation of power system can be greatly affected.Therefore,the operators of different countries have formulated th... The installation of wind energy has experienced rapid development during recent years.As a result,the operation of power system can be greatly affected.Therefore,the operators of different countries have formulated the grid codes which reinforce technical requirements for wind power plants.In this paper,recent grid codes published in different countries have been carefully reviewed.The basic requirements of active power control and reactive power compensation,both of which have particular influence on wind power plants operation,are focused on.Based on this review,it is understood that with the increasing integration of wind energy,there is a worldwide trend to regulate the performance of wind power plants so that they can contribute to the stability and reliability of power system. 展开更多
关键词 Wind power Grid integration requirements Low voltage ride through Active power control
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Increasing yield potential through manipulating of an ARE1 ortholog related to nitrogen use efficiency in wheat by CRISPR/Cas9 被引量:16
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作者 Jiahui Zhang Huating Zhang +3 位作者 Shaoya Li Jingying Li Lei Yan Lanqin Xia 《Journal of Integrative Plant Biology》 SCIE CAS CSCD 2021年第9期1649-1663,共15页
Wheat(Triticum aestivum L.)is a staple food crop consumed by more than 30%of world population.Nitrogen(N)fertilizer has been applied broadly in agriculture practice to improve wheat yield to meet the growing demands f... Wheat(Triticum aestivum L.)is a staple food crop consumed by more than 30%of world population.Nitrogen(N)fertilizer has been applied broadly in agriculture practice to improve wheat yield to meet the growing demands for food production.However,undue N fertilizer application and the low N use efficiency(NUE)of modern wheat varieties are aggravating environmental pollution and ecological deterioration.Under nitrogen-limiting conditions,the rice(Oryza sativa)abnormal cytokinin response1 repressor1(are1)mutant exhibits increased NUE,delayed senescence and consequently,increased grain yield.However,the function of ARE1 ortholog in wheat remains unknown.Here,we isolated and characterized three TaARE1 homoeologs from the elite Chinese winter wheat cultivar ZhengMai 7698.We then used CRISPR/Cas9-mediated targeted mutagenesis to generate a series of transgene-free mutant lines either with partial or triple-null taare1 alleles.All transgene-free mutant lines showed enhanced tolerance to N starvation,and showed delayed senescence and increased grain yield in field conditions.In particular,the AABBdd and aabbDD mutant lines exhibited delayed senescence and significantly increased grain yield without growth defects compared to the wild-type control.Together,our results underscore the potential to manipulate ARE1 orthologs through gene editing for breeding of high-yield wheat as well as other cereal crops with improved NUE. 展开更多
关键词 CRISPR Increasing yield potential through manipulating of an ARE1 ortholog related to nitrogen use efficiency in wheat by CRISPR/Cas9
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基于dq锁相环的改进型光伏电站并网点电压跌落检测方法研究 被引量:15
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作者 罗劲松 王金梅 张小娥 《电测与仪表》 北大核心 2014年第5期51-55,共5页
快速准确检测出并网点电压不同类型的跌落故障是光伏电站实现低电压穿越的前提。针对电压负序分量导致基于dq锁相环的常规检测方法无法检测电压不对称跌落的问题,采用二阶广义积分法对电压进行相序分离,滤除负序分量让正序分量进入锁相... 快速准确检测出并网点电压不同类型的跌落故障是光伏电站实现低电压穿越的前提。针对电压负序分量导致基于dq锁相环的常规检测方法无法检测电压不对称跌落的问题,采用二阶广义积分法对电压进行相序分离,滤除负序分量让正序分量进入锁相环,实现对电压不对称跌落故障的检测。基于Matlab/Simulink搭建了仿真平台,仿真结果表明上述方法对多种类型的电压跌落故障有较高检测精度,验证了该方法的可行性。 展开更多
关键词 光伏电站 低电压穿越 dq锁相环 电压跌落检测 二阶广义积分 low voltage RIDE through( LVRT) dq-phase locked loop( dq-PLL) second order generalized integral( SOGI)
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地铁区间下穿既有地铁车站结构安全力学分析 被引量:14
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作者 贾永刚 王明年 任世林 《铁道学报》 EI CAS CSCD 北大核心 2007年第6期89-94,共6页
介绍北京地铁某新建线区间下穿既有地铁车站的安全力学分析。为保证既有地下铁道的正常运营和既有地下结构的安全,需严格控制新建结构施工引起的地层位移。本文预测新建线施工引起的既有车站结构的沉降曲线、评估新建施工引起的既有车... 介绍北京地铁某新建线区间下穿既有地铁车站的安全力学分析。为保证既有地下铁道的正常运营和既有地下结构的安全,需严格控制新建结构施工引起的地层位移。本文预测新建线施工引起的既有车站结构的沉降曲线、评估新建施工引起的既有车站沉降变形对其现状结构的影响,同时根据行车安全的要求,综合各种影响因素,提出新建线施工时既有车站结构的沉降控制指标。本文通过建立有限元模型计算并分析新建线区间下穿既有车站结构情况下既有车站结构的受力特征,并评价结构的安全性,为采取合理的施工辅助措施提供参考。 展开更多
关键词 下穿 地层位移 车站结构 控制指标
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Lattice Boltzmann simulation of fluid flow through coal reservoir's fractal pore structure 被引量:15
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作者 JIN Yi SONG HuiBo +2 位作者 HU Bin ZHU YiBo ZHENG JunLing 《Science China Earth Sciences》 SCIE EI CAS 2013年第9期1519-1530,共12页
The influences of fractal pore structure in coal reservoir on coalbed methane(CBM) migration were analyzed in detail by coupling theoretical models and numerical methods.Different types of fractals were generated base... The influences of fractal pore structure in coal reservoir on coalbed methane(CBM) migration were analyzed in detail by coupling theoretical models and numerical methods.Different types of fractals were generated based on the construction thought of the standard Menger Sponge to model the 3D nonlinear coal pore structures.Then a correlation model between the permeability of fractal porous medium and its pore-size-distribution characteristics was derived using the parallel and serial modes and verified by Lattice Boltzmann Method(LBM).Based on the coupled method,porosity(ф),fractal dimension of pore structure(Db),pore size range(rmin,rmax) and other parameters were systematically analyzed for their influences on the permeability(ф) of fractal porous medium.The results indicate that:① the channels connected by pores with the maximum size(rmax) dominate the permeability,approximating in the quadratic law;② the greater the ratio of r max and r min is,the higher is;③ the relationship between D b and follows a negative power law model,and breaks into two segments at the position where Db ≌2.5.Based on the results above,a predicting model of fractal porous medium permeability was proposed,formulated as k=cfrnmax,where C and n(approximately equal to 2) are constants and f is an expression only containing parameters of fractal pore structure.In addition,the equivalence of the new proposed model for porous medium and the Kozeny-Carman model k=Crn was verified at Db =2.0. 展开更多
关键词 Lattice Boltzmann simulation of fluid flow through coal reservoir's fractal pore structure
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One-stitch anastomosis through the skin with bicanalicular intubation:a modified approach for repair of bicanalicular laceration 被引量:14
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作者 Hai Tao Peng Wang +3 位作者 Cui Han Jian Zhang Fang Bai Zhao-Yan He 《International Journal of Ophthalmology(English edition)》 SCIE CAS 2013年第5期656-658,共3页
AIM:To evaluate the efficacy and safety of one-stitch anastomosis through the skin with bicanalicular silicone tube intubation in repairing of bicanalicular laceration.METHODS:The clinical data of 15 consecutive patie... AIM:To evaluate the efficacy and safety of one-stitch anastomosis through the skin with bicanalicular silicone tube intubation in repairing of bicanalicular laceration.METHODS:The clinical data of 15 consecutive patients with both superior and inferior canalicular laceration in one eye who underwent surgical repair using one-stitch anastomosis through the skin and bicanalicular stent were retrospective studied.All the operations were performed under surgical microscope,5-0 silk sutures were used and were with bicanalicular silicone tube(diameter was 8mm) intubation,for one lacerated canaliculi one-stitch anastomosis through the skin.The stents were left in place for 3 months postoperatively and then removed.The follow-up period was 3-36 months(average 14 months). RESULTS:In 15 patients,13 patients were cured entirely,1 patient was meliorated,1 patient with no effects.All patients had got good recovery of eyelid laceration with no traumatic deformity in eyelid and canthus.Complication was seen in one case,for not followed the doctor’s guidance to come back to hospital to had the suture removed on the 7thday after operation,when he came at the 15thday,the inferior canalicular wall and eyelid skin were corroded by the suture caused 2mm wound,and the inside silicone tube was exposed,a promptly repair with 10-0 nylon suture was done,the wound healed in a week.There were no early tube protrusions and punctal slits in the patients.CONCLUSION:One-stitch anastomosis through the skin with bicanalicular silicone tube intubation is a good method in repair of bicanalicular laceration in one eye,the cut ends can be anastomosed directly,and with excellent cosmetic results,it is acceptable for the patients.For there is no suture remained in the wound permanently,so there is no suture-related granuloma which may cause obstruction or stenosis of canaliculi.It is simple,economical,effective and safe. 展开更多
关键词 both superior and inferior canalicular laceration REPAIR one-stitch anastomosis through the skin bicanalicular intubation
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钢管混凝土下承式刚架系杆拱桥型分析 被引量:10
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作者 彭桂瀚 杨亚林 陈宝春 《公路》 北大核心 2006年第4期99-103,共5页
简要介绍了钢管混凝土下承式刚架系杆拱桥的发展概况,对已建和在建实桥的结构与构造、施工方法等进行了统计分析,为此类桥梁的设计与施工提供参考。
关键词 钢管混凝土 下承式 刚架系杆拱 设计 施工 分析
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Superconducting magnetic energy storage for stabilizing grid integrated with wind power generation systems 被引量:12
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作者 Poulomi MUKHERJEE V. V. RAO 《Journal of Modern Power Systems and Clean Energy》 SCIE EI CSCD 2019年第2期400-411,共12页
Due to the interconnection of various renewable energies and adaptive technologies, voltage quality and frequency stability of modern power systems are becoming erratic. Superconducting magnetic energy storage(SMES),f... Due to the interconnection of various renewable energies and adaptive technologies, voltage quality and frequency stability of modern power systems are becoming erratic. Superconducting magnetic energy storage(SMES),for its dynamic characteristic, is very efficient for rapid exchange of electrical power with grid during small and large disturbances to address those instabilities.In addition,SMES plays an important role in integrating renewable sources such as wind generators to power grid by controlling output power of wind plant and improving the stability of power system.Efficient application of SMES in various power system operations depends on the proper location in the power system, exact energy and power ratings and appropriate controllers. In this paper, an effort is given to explain SMES device and its controllability to mitigate the stability of power grid integrated with wind power generation systems. 展开更多
关键词 POWER FLUCTUATION POWER quality Low voltage RIDE through SUPERCONDUCTING magnetic ENERGY storage SUPERCONDUCTORS Wind ENERGY
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A novel low voltage ride through strategy for cascaded power electronic transformer 被引量:12
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作者 Jiexiang Han Xiangping Kong +2 位作者 Peng Li Zhe Zhang Xianggen Yin 《Protection and Control of Modern Power Systems》 2019年第1期239-250,共12页
In view of the operating characteristics for voltage sags of AC side of the power electronic transformer(PET),a low-voltage ride through(LVRT)strategy adapted to bidirectional power exchange of PET is proposed for the... In view of the operating characteristics for voltage sags of AC side of the power electronic transformer(PET),a low-voltage ride through(LVRT)strategy adapted to bidirectional power exchange of PET is proposed for the purposes of maintaining the system stability,assisting the system voltage recovery and protecting PET safety.During the asymmetric voltage sag,the negative sequence current of PET is eliminated to ensure the symmetry of the injected current.According to the degree of positive sequence voltage sag,the reactive current injection is provided to assist in voltage recovery.According to the PET active power condition before the voltage sag,the level and direction of which are maintained as far as possible without exceeding the limit,for which the disturbance to the AC and DC grids is reduced.Finally,the effectiveness of the proposed LVRT strategy is verified by simulation model. 展开更多
关键词 Power electronic transformer Low-voltage ride through Control strategy Current instruction value
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两井间巷道贯通测量方案设计及其精度控制 被引量:11
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作者 张俊义 《矿山测量》 2019年第6期91-93,共3页
为保证两井间巷道贯通的精度,在巷道贯通测量中运用GPS技术,对巷道的贯通方案进行分析,并对井筒施工、井下导线、地面动态控制的测量分析,且计算其贯通误差,结果表明:贯通点K在x向的预计总误差是±0.460 m,低于±0.500 m,满足... 为保证两井间巷道贯通的精度,在巷道贯通测量中运用GPS技术,对巷道的贯通方案进行分析,并对井筒施工、井下导线、地面动态控制的测量分析,且计算其贯通误差,结果表明:贯通点K在x向的预计总误差是±0.460 m,低于±0.500 m,满足巷道贯通的精度要求. 展开更多
关键词 GPS控制测量 巷道 贯通测量 误差分析
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介词的语义扩展——through的个案研究 被引量:8
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作者 罗琳 刘家荣 《重庆交通学院学报(社会科学版)》 2005年第2期101-104,共4页
从认知语言学的角度分析介词的语义扩展。通过对介词through的分析,探讨认知机制在介词语义扩展中的作用,及其在介词语义系统结构中的中心地位和在新语义产生时所扮演的角色。挖掘介词through在隐喻及换喻的认知功能作用下从空间意义逐... 从认知语言学的角度分析介词的语义扩展。通过对介词through的分析,探讨认知机制在介词语义扩展中的作用,及其在介词语义系统结构中的中心地位和在新语义产生时所扮演的角色。挖掘介词through在隐喻及换喻的认知功能作用下从空间意义逐步映射到隐喻意义的认知过程。 展开更多
关键词 through 隐喻 映射 语义扩展
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Effect of loading rate on fracture behaviors of shale under mode I loading 被引量:10
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作者 XIE Qin LI Sheng-xiang +2 位作者 LIU Xi-ling GONG Feng-qiang LI Xi-bing 《Journal of Central South University》 SCIE EI CAS CSCD 2020年第10期3118-3132,共15页
In this study,the effect of loading rate on shale fracture behaviors was investigated under dynamic and static loading conditions.Cracked straight through Brazilian disc(CSTBD)shale specimens were tested with a split ... In this study,the effect of loading rate on shale fracture behaviors was investigated under dynamic and static loading conditions.Cracked straight through Brazilian disc(CSTBD)shale specimens were tested with a split Hopkinson pressure bar(SHPB)setup and INSTRON1346 servo-testing machine under pure mode I loading conditions.During the test,the crack propagation process was recorded by high-speed(HS)camera,and the acoustic emission(AE)signal generated by the fracture was collected by acoustic emission(AE)system.At the same time,crack propagation gauge(CPG)was used to measure the crack propagation velocity of the specimen.The results show that the crack propagation velocity and fracture toughness of shale have a positive correlation with the loading rate.The relationship among the crack propagation velocity,the fracture toughness and the loading rate is established under the static loading condition.In addition,the characteristics of AE signals with different loading rates are analyzed.It is found that the AE signals generated by microcrack growth decrease with the increase of loading rates.Meanwhile,the turning point of cumulative counting moves forward as the loading rate increases,which shows that the AE signal generated by shale fracture at low loading rate mainly comes from the initiation and propagation of microcracks,while at high loading rate it mainly comes from the formation of macro large-scale cracks.The fracture mechanism that causes shale fracture toughness and crack propagation velocity to vary with loading rate is also discussed based on the analysis results of AE signals. 展开更多
关键词 SHALE loading rate cracked straight through Brazilian disc fracture toughness acoustic emission crack propagation velocity
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