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Effect of preload force on heat generation of fatigue crack in ultrasonic infrared thermography 被引量:1
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作者 YANG Zheng-wei KOU Guang-jie +4 位作者 ZHOUWei ZHANGWei WANG Zhen LIU Jun-li LI Yin 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第6期1906-1915,共10页
The heat generation behaviors of fatigue crack are deeply investigated under different preload forces combing numerical simulation and experiment.Firstly,a multi-contact simulation model is applied to stimulate the cr... The heat generation behaviors of fatigue crack are deeply investigated under different preload forces combing numerical simulation and experiment.Firstly,a multi-contact simulation model is applied to stimulate the crack surfaces contact and the horn-sample contact under ultrasonic excitation for calculating the temperature fields.Then,the ultrasonic infrared thermography testing and the microscope testing are carried out for the heat generation and the plastic deformation behaviors of crack region under different preload forces.On this basis,an indirect observation method based on dots distribution is proposed to estimate the plastic deformation on crack contact surfaces.The obtained results show that the temperature rise of crack region increases with the increase of preload force when the preload force is less than 250 N,while the temperature rise rapidly declines due to the plastic deformation on crack contact surfaces and the inhibition effect when the preload force is 280 N.Moreover,the plastic deformation does not lead to the crack propagation,but reduces the detection repeatability of fatigue crack.This work provides an effective method for optimizing testing conditions in practical testing processes,which will be helpful to the establishment of testing standards for batches of test objects in ultrasonic infrared thermography testing. 展开更多
关键词 ultrasonic infrared thermography preload force heat generation fatigue crack dots distribution
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Load distribution model and voltage static profile of Smart Grid 被引量:3
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作者 孙秋野 李钟旭 +1 位作者 杨珺 罗艳红 《Journal of Central South University》 SCIE EI CAS 2010年第4期824-829,共6页
Voltage profiles of feeders with the connection of distributed generations(DGs) were investigated.A unified typical load distribution model was established.Based on this model,exact expressions of feeder voltage profi... Voltage profiles of feeders with the connection of distributed generations(DGs) were investigated.A unified typical load distribution model was established.Based on this model,exact expressions of feeder voltage profile with single and double DGs were derived and used to analyze the impact of DG's location and capacity on the voltage profile quantitatively.Then,a general formula of the voltage profile was derived.The limitation of single DG and necessity of multiple DGs for voltage regulation were also discussed.Through the simulation,voltage profiles of feeders with single and double DGs were compared.The voltage excursion rate is 7.40% for only one DG,while 2.48% and 2.36% for double DGs.It is shown that the feeder voltage can be retained in a more appropriate range with multiple DGs than with only one DG.Distributing the total capacity of DGs is better than concentrating it at one point. 展开更多
关键词 Smart Grid distributed generation typical load distribution model voltage profile
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Power loss reduction of distribution systems using BFO based optimal reconfiguration along with DG and shunt capacitor placement simultaneously in fuzzy framework 被引量:1
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作者 M.Mohammadi A.Mohammadi Rozbahani S.Bahmanyar 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第1期90-103,共14页
In distribution systems,network reconfiguration and capacitor placement are commonly used to diminish power losses and keep voltage profiles within acceptable limits.Moreover,the problem of DG allocation and sizing is... In distribution systems,network reconfiguration and capacitor placement are commonly used to diminish power losses and keep voltage profiles within acceptable limits.Moreover,the problem of DG allocation and sizing is great important.In this work,a combination of a fuzzy multi-objective approach and bacterial foraging optimization(BFO) as a meta-heuristic algorithm is used to solve the simultaneous reconfiguration and optimal sizing of DGs and shunt capacitors in a distribution system.Each objective is transferred into fuzzy domain using its membership function.Then,the overall fuzzy satisfaction function is formed and considered a fitness function inasmuch as the value of this function has to be maximized to gain the optimal solution.The numerical results show that the presented algorithm improves the performance much more than other meta-heuristic algorithms.Simulation results found that simultaneous reconfiguration with DG and shunt capacitors allocation(case 5) has 77.41%,42.15%,and 56.14%improvements in power loss reduction,load balancing,and voltage profile indices,respectively in 33-bus test system.This result found 87.27%,35.82%,and 54.34%improvements of mentioned indices respectively for 69-bus system. 展开更多
关键词 network reconfiguration distributed generation (DG) capacitor banks fuzzy framework bacterial foragingoptimization
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分布式电源接入对配电网络重构影响分析 被引量:18
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作者 王成山 聂耸 +4 位作者 徐瑞林 李鹏 孙充勃 于莹莹 张楠 《天津大学学报(自然科学与工程技术版)》 EI CAS CSCD 北大核心 2014年第3期189-194,共6页
分析分布式电源接入对配电网络重构的影响对于智能配电网自愈控制的研究具有十分重要的意义.利用配电系统仿真程序OpenDSS,通过IEEE33节点系统的仿真发现分布式电源接入对配电网络重构产生了积极的影响.当网络正常运行时,分布式电源的... 分析分布式电源接入对配电网络重构的影响对于智能配电网自愈控制的研究具有十分重要的意义.利用配电系统仿真程序OpenDSS,通过IEEE33节点系统的仿真发现分布式电源接入对配电网络重构产生了积极的影响.当网络正常运行时,分布式电源的接入可以提高配电网络重构可行解数量,降低配电网络重构优化解对应的网络损耗,优化了配电网运行.当网络发生故障导致不存在满足网络约束条件的拓扑结构时,分布式电源的接入可以产生网络可行解,从而保障了网络的正常供电. 展开更多
关键词 自愈控制 分布式电源 配电网络重构 故障重构 网络可行解 网络优化解 模拟退火 distributed generation(DG) simulated annealing(SA)
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考虑逆变类分布式电源特性的有源配电网反时限电流差动保护 被引量:48
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作者 李娟 高厚磊 朱国防 《电工技术学报》 EI CSCD 北大核心 2016年第17期74-83,共10页
分析推导了有源配电网电流正序故障分量的分布特征,并基于正序故障分量提出了反时限电流差动保护方案。根据逆变类分布式电源(DG)故障后电流响应特征,建立了有源配电网正序故障分量复合序网,严格推导了保护区段两端电流正序故障分量计... 分析推导了有源配电网电流正序故障分量的分布特征,并基于正序故障分量提出了反时限电流差动保护方案。根据逆变类分布式电源(DG)故障后电流响应特征,建立了有源配电网正序故障分量复合序网,严格推导了保护区段两端电流正序故障分量计算表达式,定性分析了逆变类DG作用下区段两端电流正序故障分量的幅值和相位特征。以此为基础结合配电网特有的结构和参数特点,设计了反时限电流差动保护动作判据和整定方法。最后利用PSCAD建立有源配电网系统模型,对所提动作判据进行了仿真验证。结果表明,该保护方案可以有效区分电动机自起动过程和内部轻微故障,可以在保证对TA饱和足够制动能力的同时,提高保护灵敏度,且对有源配电网中DG出力随机性、馈线结构的多样性等具有较强的适应性。 展开更多
关键词 有源配电网 逆变类DG 不可测分支 电流差动保护 反时限
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深度生成模型综述 被引量:52
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作者 胡铭菲 左信 刘建伟 《自动化学报》 EI CAS CSCD 北大核心 2022年第1期40-74,共35页
通过学习可观测数据的概率密度而随机生成样本的生成模型在近年来受到人们的广泛关注,网络结构中包含多个隐藏层的深度生成式模型以更出色的生成能力成为研究热点,深度生成模型在计算机视觉、密度估计、自然语言和语音识别、半监督学习... 通过学习可观测数据的概率密度而随机生成样本的生成模型在近年来受到人们的广泛关注,网络结构中包含多个隐藏层的深度生成式模型以更出色的生成能力成为研究热点,深度生成模型在计算机视觉、密度估计、自然语言和语音识别、半监督学习等领域得到成功应用,并给无监督学习提供了良好的范式.本文根据深度生成模型处理似然函数的不同方法将模型分为三类:第一类方法是近似方法,包括采用抽样方法近似计算似然函数的受限玻尔兹曼机(Restricted Boltzmann machine,RBM)和以受限玻尔兹曼机为基础模块的深度置信网络(Deep belief network,DBN)、深度玻尔兹曼机(Deep Boltzmann machines,DBM)和亥姆霍兹机,与之对应的另一种模型是直接优化似然函数变分下界的变分自编码器以及其重要的改进模型,包括重要性加权自编码和可用于半监督学习的深度辅助深度模型;第二类方法是避开求极大似然过程的隐式方法,其代表模型是通过生成器和判别器之间的对抗行为来优化模型参数从而巧妙避开求解似然函数的生成对抗网络以及重要的改进模型,包括WGAN、深度卷积生成对抗网络和当前最顶级的深度生成模型BigGAN;第三类方法是对似然函数进行适当变形的流模型和自回归模型,流模型利用可逆函数构造似然函数后直接优化模型参数,包括以NICE为基础的常规流模型、变分流模型和可逆残差网络(i-ResNet),自回归模型(NADE)将目标函数分解为条件概率乘积的形式,包括神经自回归密度估计(NADE)、像素循环神经网络(PixelRNN)、掩码自编码器(MADE)以及WaveNet等.详细描述上述模型的原理和结构以及模型变形后,阐述各个模型的研究进展和应用,最后对深度生成式模型进行展望和总结. 展开更多
关键词 深度生成式模型 受限玻尔兹曼机 变分自编码器 流模型 生成对抗网络 自回归分布估计
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Optimized PI controller for 7-level inverter to aid grid interactive RES controller 被引量:2
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作者 GAYATHRI DEVI K S SUJATHA THERESE P 《Journal of Central South University》 SCIE EI CAS CSCD 2021年第1期153-167,共15页
With the huge rise of energy demand,the power system in the current era is moving to a new standard with increased access to renewable energy sources(RESs)integrated with distribution generation(DG)network.The RESs ne... With the huge rise of energy demand,the power system in the current era is moving to a new standard with increased access to renewable energy sources(RESs)integrated with distribution generation(DG)network.The RESs necessitate interfaces for controlling the power generation.The multilevel inverter(MLI)can be exploited for RESs in two diverse modes,namely,the power generation mode(stand-alone mode),and compensator mode(statcom).Few works have been carried out in optimization of controller gains with the load variations of the single type such as reactive load variation in different cases.Nevertheless,this load type may be unbalanced hence,to overcome such issues.So,a sophisticated optimization algorithm is important.This paper aims to introduce a control design via an optimization assisted PI controller for a 7-level inverter.In the present technique,the gains of the PI controller are adjusted dynamically by the adopted hybrid scheme,grey optimizer with dragon levy update(GD-LU),based on the operating conditions of the system.Here,the gains are adjusted such that the error between the reference signal and fault signal should be minimal.Thus,better dynamic performance could be attained by the present optimized PI controller.The proposed algorithm is the combined version of grey wolf optimization(GWO)and dragonfly algorithm(DA).Finally,the performance of the proposed work is compared and validated over other state-of-the-art models concerning error measures. 展开更多
关键词 PI controller renewable energy source(RES) distribution generation utility grid GD-LU model voltage analysis
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