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Applying the spectral stochastic finite element method in multiple-random field RC structures
Abbas YAZDANI
《结构与土木工程前沿(英文)》 2022年 第16卷 第4期 页码 434-447 doi: 10.1007/s11709-022-0820-6
关键词: uncertainty spectral stochastic finite element method correlation length reliability assessment reinforced concrete beam/slab
Yun KONG, Tianyang WANG, Zheng LI, Fulei CHU
《机械工程前沿(英文)》 2017年 第12卷 第3期 页码 406-419 doi: 10.1007/s11465-017-0419-0
Planetary transmission plays a vital role in wind turbine drivetrains, and its fault diagnosis has been an important and challenging issue. Owing to the complicated and coupled vibration source, time-variant vibration transfer path, and heavy background noise masking effect, the vibration signal of planet gear in wind turbine gearboxes exhibits several unique characteristics: Complex frequency components, low signal-to-noise ratio, and weak fault feature. In this sense, the periodic impulsive components induced by a localized defect are hard to extract, and the fault detection of planet gear in wind turbines remains to be a challenging research work. Aiming to extract the fault feature of planet gear effectively, we propose a novel feature extraction method based on spectral kurtosis and time wavelet energy spectrum (SK-TWES) in the paper. Firstly, the spectral kurtosis (SK) and kurtogram of raw vibration signals are computed and exploited to select the optimal filtering parameter for the subsequent band-pass filtering. Then, the band-pass filtering is applied to extrude periodic transient impulses using the optimal frequency band in which the corresponding SK value is maximal. Finally, the time wavelet energy spectrum analysis is performed on the filtered signal, selecting Morlet wavelet as the mother wavelet which possesses a high similarity to the impulsive components. The experimental signals collected from the wind turbine gearbox test rig demonstrate that the proposed method is effective at the feature extraction and fault diagnosis for the planet gear with a localized defect.
关键词: wind turbine planet gear fault feature extraction spectral kurtosis time wavelet energy spectrum
Fei Zhang,Minghao Liao,Mingbo Pu,Yinghui Guo,Lianwei Chen,Xiong Li,Qiong He,Tongtong Kang,Xiaoliang Ma,Yuan Ke,Xiangang Luo,
《工程(英文)》 doi: 10.1016/j.eng.2023.07.008
Huaqiang CHU, Qiang CHENG, Huaichun ZHOU, Fengshan LIU
《能源前沿(英文)》 2011年 第5卷 第2期 页码 149-158 doi: 10.1007/s11708-010-0124-8
Application of spectral technology in flame measurement
Jiaxun LIU, Xiaoshu CAI, Zenghao ZHU, Huinan YANG
《能源前沿(英文)》 2014年 第8卷 第1期 页码 138-143 doi: 10.1007/s11708-013-0283-5
关键词: spectrum emissivity measurement component of fuel near-infrared spectrometer
ZHANG Liquan, GAO Zhanguo, Armitage Richard, Kent Martin
《环境科学与工程前沿(英文)》 2008年 第2卷 第2期 页码 187-197 doi: 10.1007/s11783-008-0004-1
关键词: Spectral multi-seasonal hyperspectral invasive JR re-analysed
Zhigang GUO, Zhi SUN
《结构与土木工程前沿(英文)》 2011年 第5卷 第4期 页码 458-464 doi: 10.1007/s11709-011-0133-7
关键词: PZT piezoelectric impedance optimization spectral element damage identification
陈秀方,金守华,曾华亮
《中国工程科学》 2008年 第10卷 第4期 页码 56-59
轨道不平顺是车辆振动的主要激扰源,也是限制列车最高运行速度的主要因素之一,直接关系到列车运行的平稳性、安全性和舒适性。文章以秦沈客运专线轨检车实测轨道不平顺数据为统计样本,基于样本平稳性检验,采用FFT方法进行样本空间的谱估计,并由MATLAB编程得到轨道不平顺谱密度。基于轨道不平顺样本的总体平均,得出了谱密度频率平滑曲线和谱密度曲线拟合表达式,并与我国重载提速干线的谱密度曲线进行了对比分析。在此基础上,对秦沈客运专线的轨道状态进行了评估。
李俊岳,杨运强,李桓,张晓囡,杨立军
《中国工程科学》 2001年 第3卷 第7期 页码 21-29
焊接电弧中含有丰富的光谱信息,利用这些信息对焊接电弧这一复杂的物理现象进行测试(或称诊断)和控制,是提高和发展焊接技术的一种非常有效的方法,具有重要的理论和实际意义。文章论述了这方面 研究的进展,阐明了电弧光谱信息的测控原理,介绍了电弧光谱信息在电弧诊断,电弧气氛监控,弧焊区成像,特别是近年来在脉冲MIG焊熔滴过渡控制等方面的应用情况。同时,还介绍了这一技术在等离子体现象中的一些重要应用,并总结出几点基本看法,指出了它的发展方向。
一种基于锚点的谱聚类方法 None
Qin ZHANG, Guo-qiang ZHONG, Jun-yu DONG
《信息与电子工程前沿(英文)》 2018年 第19卷 第11期 页码 1385-1396 doi: 10.1631/FITEE.1700262
关键词: 聚类;谱聚类;图拉普拉斯;锚点
Abderrahim ALLAL,Boukhemis CHETATE
《能源前沿(英文)》 2016年 第10卷 第2期 页码 176-191 doi: 10.1007/s11708-015-0386-2
关键词: induction motor incipient broken bar extended Park’s vector approach spectral analysis inter-turn short-circuit Hilbert transform
魏保立,郭成超,崔璨
《中国工程科学》 2017年 第19卷 第6期 页码 80-85 doi: 10.15302/J-SSCAE-2017.06.012
笔者分别从沥青路面和水泥混凝土路面两个方面分析了路面疲劳寿命预测的相关方法。重点对疲劳寿命预测的频域分析方法进行了较为详细的分析,结合车辆–道路耦合振动系统模型,对路面不平整引起的车辆与道路之间的随机振动进行了分析,指出车辆–道路耦合振动的随机功率谱密度是进行路面疲劳寿命预测的一种手段和方法,并提出了相应的预测步骤,旨在为长寿命路面的设计和性能评价提供参考。
Caiyun LIU, Francisco PINTO, C. Mariano COSSANI, Sivakumar SUKUMARAN, Matthew P. REYNOLDS
《农业科学与工程前沿(英文)》 2019年 第6卷 第3期 页码 296-308 doi: 10.15302/J-FASE-2019269
The application of spectral reflectance indices (SRIs) as proxies to screen for yield potential (YP) and heat stress (HS) is emerging in crop breeding programs. Thus, a comparison of SRIs and their associations with grain yield (GY) under YP and HS conditions is important. In this study, we assessed the usefulness of 27 SRIs for indirect selection for agronomic traits by evaluating an elite spring wheat association mapping initiative (WAMI) population comprising 287 elite lines under YP and HS conditions. Genetic and phenotypic analysis identified 11 and 9 SRIs in different developmental stages as efficient indirect selection indices for yield in YP and HS conditions, respectively. We identified enhanced vegetation index (EVI) as the common SRI associated with GY under YP at booting, heading and late heading stages, whereas photochemical reflectance index (PRI) and normalized difference vegetation index (NDVI) were the common SRIs under booting and heading stages in HS. Genome-wide association study (GWAS) using 18704 single nucleotide polymorphisms (SNPs) from Illumina iSelect 90K identified 280 and 43 marker-trait associations for efficient SRIs at different developmental stages under YP and HS, respectively. Common genomic regions for multiple SRIs were identified in 14 regions in 9 chromosomes: 1B (60–62 cM), 3A (15, 85–90, 101–105 cM), 3B (132–134 cM), 4A (47–51 cM), 4B (71–75 cM), 5A (43–49, 56–60, 89–93 cM), 5B (124–125 cM), 6A (80–85 cM), and 6B (57–59, 71 cM). Among them, SNPs in chromosome 5A (89–93 cM) and 6A (80–85 cM) were co-located for yield and yield related traits. Overall, this study highlights the utility of SRIs as proxies for GY under YP and HS. High heritability estimates and identification of marker-trait associations indicate that SRIs are useful tools for understanding the genetic basis of agronomic and physiological traits.
关键词: genome-wide association study (GWAS) heat tolerance spectral reflectance spring wheat
《环境科学与工程前沿(英文)》 2022年 第16卷 第3期 doi: 10.1007/s11783-021-1472-9
• A spectral machine learning approach is proposed for predicting mixed antibiotic.
关键词: Antibiotic contamination Spectral detection Machine learning
李俊岳,杨立军,胡胜钢,李桓,柳刚
《中国工程科学》 2000年 第2卷 第7期 页码 79-86
采用焊接电弧光谱检测装置,对脉冲MIG焊熔滴过渡的光谱信息进行了研究,结果表明,电弧光谱信息可以很好地反映脉冲MIG焊的熔滴过渡;发现了多种熔滴过渡的光谱信息模式,这些模式可反映1峰0基、1峰1基等各种形式的熔滴过渡,特别是可以对脉冲峰值期间的多滴喷射过渡作出清晰的反映;信号波形的脉动幅值大,脉宽较宽,抗干扰能力强,容易识别,信号品质优越。这些结果为脉冲MIG焊熔滴过渡的光谱实时控制奠定了良好基础,为脉冲MIG焊的控制开辟了一条新途径。
标题 作者 时间 类型 操作
Applying the spectral stochastic finite element method in multiple-random field RC structures
Abbas YAZDANI
期刊论文
Fault feature extraction of planet gear in wind turbine gearbox based on spectral kurtosis and time wavelet
Yun KONG, Tianyang WANG, Zheng LI, Fulei CHU
期刊论文
A Miniature Meta-Optical System for Reconfigurable Wide-Angle Imaging and Polarization-Spectral Detection
Fei Zhang,Minghao Liao,Mingbo Pu,Yinghui Guo,Lianwei Chen,Xiong Li,Qiong He,Tongtong Kang,Xiaoliang Ma,Yuan Ke,Xiangang Luo,
期刊论文
Nongray radiation from gas and soot mixtures in planar plates based on statistical narrow-band spectral
Huaqiang CHU, Qiang CHENG, Huaichun ZHOU, Fengshan LIU
期刊论文
Application of spectral technology in flame measurement
Jiaxun LIU, Xiaoshu CAI, Zenghao ZHU, Huinan YANG
期刊论文
Spectral characteristics of plant communities from salt marshes: A case study from Chongming Dongtan,
ZHANG Liquan, GAO Zhanguo, Armitage Richard, Kent Martin
期刊论文
Spectral element modeling based structure piezoelectric impedance computation and damage identification
Zhigang GUO, Zhi SUN
期刊论文
A new and best approach for early detection of rotor and stator faults in induction motors coupled to variable loads
Abderrahim ALLAL,Boukhemis CHETATE
期刊论文
Spectral reflectance indices as proxies for yield potential and heat stress tolerance in spring wheat
Caiyun LIU, Francisco PINTO, C. Mariano COSSANI, Sivakumar SUKUMARAN, Matthew P. REYNOLDS
期刊论文
A fast antibiotic detection method for simplified pretreatment through spectra-based machine learning
期刊论文