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Research on multi-scale simulation and dynamic verification of high dynamic MEMS components in additive manufacturing 被引量:1
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作者 Sining Lv Hengzhen Feng +2 位作者 Wenzhong Lou Chuan Xiao Shiyi Li 《Defence Technology(防务技术)》 2025年第5期275-291,共17页
Metal Additive Manufacturing(MAM) technology has become an important means of rapid prototyping precision manufacturing of special high dynamic heterogeneous complex parts. In response to the micromechanical defects s... Metal Additive Manufacturing(MAM) technology has become an important means of rapid prototyping precision manufacturing of special high dynamic heterogeneous complex parts. In response to the micromechanical defects such as porosity issues, significant deformation, surface cracks, and challenging control of surface morphology encountered during the selective laser melting(SLM) additive manufacturing(AM) process of specialized Micro Electromechanical System(MEMS) components, multiparameter optimization and micro powder melt pool/macro-scale mechanical properties control simulation of specialized components are conducted. The optimal parameters obtained through highprecision preparation and machining of components and static/high dynamic verification are: laser power of 110 W, laser speed of 600 mm/s, laser diameter of 75 μm, and scanning spacing of 50 μm. The density of the subordinate components under this reference can reach 99.15%, the surface hardness can reach 51.9 HRA, the yield strength can reach 550 MPa, the maximum machining error of the components is 4.73%, and the average surface roughness is 0.45 μm. Through dynamic hammering and high dynamic firing verification, SLM components meet the requirements for overload resistance. The results have proven that MEM technology can provide a new means for the processing of MEMS components applied in high dynamic environments. The parameters obtained in the conclusion can provide a design basis for the additive preparation of MEMS components. 展开更多
关键词 Additive manufacturing High dynamic MEMS components Multiscale control Process optimization High dynamic verification
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Influencing factor of the characterization and restoration of phase aberrations resulting from atmospheric turbulence based on Principal Component Analysis
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作者 WANG Jiang-pu-zhen WANG Zhi-qiang +2 位作者 ZHANG Jing-hui QIAO Chun-hong FAN Cheng-yu 《中国光学(中英文)》 北大核心 2025年第4期899-907,共9页
Restoration of phase aberrations is crucial for addressing atmospheric turbulence in light propagation.Traditional restoration algorithms based on Zernike polynomials(ZPs)often encounter challenges related to high com... Restoration of phase aberrations is crucial for addressing atmospheric turbulence in light propagation.Traditional restoration algorithms based on Zernike polynomials(ZPs)often encounter challenges related to high computational complexity and insufficient capture of high-frequency phase aberration components,so we proposed a Principal-Component-Analysis-based method for representing phase aberrations.This paper discusses the factors influencing the accuracy of restoration,mainly including the sample space size and the sampling interval of D/r_(0),on the basis of characterizing phase aberrations by Principal Components(PCs).The experimental results show that a larger D/r_(0)sampling interval can ensure the generalization ability and robustness of the principal components in the case of a limited amount of original data,which can help to achieve high-precision deployment of the model in practical applications quickly.In the environment with relatively strong turbulence in the test set of D/r_(0)=24,the use of 34 terms of PCs can improve the corrected Strehl ratio(SR)from 0.007 to 0.1585,while the Strehl ratio of the light spot after restoration using 34 terms of ZPs is only 0.0215,demonstrating almost no correction effect.The results indicate that PCs can serve as a better alternative in representing and restoring the characteristics of atmospheric turbulence induced phase aberrations.These findings pave the way to use PCs of phase aberrations with fewer terms than traditional ZPs to achieve data dimensionality reduction,and offer a reference to accelerate and stabilize the model and deep learning based adaptive optics correction. 展开更多
关键词 phase aberration atmospheric turbulence principal component analysis Zernike polynomials
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基于Visual Components数字孪生平台的伺服运动控制系统开发
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作者 朱红娟 顾晟吉 《南方农机》 2025年第18期113-117,共5页
选择合适的数字孪生平台可以更好地运行和预测系统行为,提高生产效率并降低成本。为了加快数字孪生项目搭建速度,降低初期投入成本,文章提出了一种面向数字孪生平台的伺服运动控制系统。基于SolidWorks三维设计软件和VC平台搭建伺服控... 选择合适的数字孪生平台可以更好地运行和预测系统行为,提高生产效率并降低成本。为了加快数字孪生项目搭建速度,降低初期投入成本,文章提出了一种面向数字孪生平台的伺服运动控制系统。基于SolidWorks三维设计软件和VC平台搭建伺服控制虚拟仿真系统,在仿真过程中使用Python API脚本行为进行伺服运动控制系统开发,利用OPC UA通信接口实现虚拟样机与真实样机之间的数据交互,将虚拟现实技术应用于工业生产中,实时监控系统的运行状态。最终实现了以数字虚拟模型控制实体样机的运行状态,从而实现了对伺服运动控制系统数据的实时可视化呈现以及相应的异常数据预警功能,有助于减少后续对模型的修改。 展开更多
关键词 Visual components Python API脚本开发 伺服运动
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Independent component analysis approach for fault diagnosis of condenser system in thermal power plant 被引量:6
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作者 Ajami Ali Daneshvar Mahdi 《Journal of Central South University》 SCIE EI CAS 2014年第1期242-251,共10页
A statistical signal processing technique was proposed and verified as independent component analysis(ICA) for fault detection and diagnosis of industrial systems without exact and detailed model.Actually,the aim is t... A statistical signal processing technique was proposed and verified as independent component analysis(ICA) for fault detection and diagnosis of industrial systems without exact and detailed model.Actually,the aim is to utilize system as a black box.The system studied is condenser system of one of MAPNA's power plants.At first,principal component analysis(PCA) approach was applied to reduce the dimensionality of the real acquired data set and to identify the essential and useful ones.Then,the fault sources were diagnosed by ICA technique.The results show that ICA approach is valid and effective for faults detection and diagnosis even in noisy states,and it can distinguish main factors of abnormality among many diverse parts of a power plant's condenser system.This selectivity problem is left unsolved in many plants,because the main factors often become unnoticed by fault expansion through other parts of the plants. 展开更多
关键词 CONDENSER fault detection and diagnosis independent component analysis independent component analysis (ICA) principal component analysis (PCA) thermal power plant
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Almost pure TM or TE component far field in vector cosine-Gaussian beams
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作者 朱开成 余燕 唐慧琴 《Journal of Central South University》 SCIE EI CAS 2012年第8期2167-2172,共6页
The vectorial structure of cosine-Gaussian beams (cGBs) is investigated in the far field regime based on the vector plane wave spectrum and the method of stationary phase. The energy flux densities of TE or TM term an... The vectorial structure of cosine-Gaussian beams (cGBs) is investigated in the far field regime based on the vector plane wave spectrum and the method of stationary phase. The energy flux densities of TE or TM term and the ratio of the energy flux of TE or TM term in the whole beam are demonstrated. It is found that the spot configurations of the energy flux densities associated with the TE and TM terms depend on the polarization angle and the beam parameter of the incident cGB. And the far field may be entirely transverse magnetic or transverse electric under appropriate polarization angle and beam parameter. 展开更多
关键词 cosine-Gaussian beam vectorial structure polarization TM component TE component
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Periodic Crystallization in the Multicomponent Systems
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作者 M.A.Ittyachen Goerge Varghese 《人工晶体学报》 CSCD 1991年第3期337-337,共1页
The periodic precipitation occurs in a gel medium due to counter diffusion of ions,It is shown that the law derived earlier for double component systemcan be modified and found to be true in a multicomponent system.
关键词 multicomponent systems periodic crystallization gel medium counter diffusion double component systemcan periodic precipitation IONS
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Principal Component Analysis of Cooked Rice Texture Qualities 被引量:17
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作者 LIU Chenghai ZHENG Xianzhe DING Ningye 《Journal of Northeast Agricultural University(English Edition)》 CAS 2008年第1期70-74,共5页
Texture qualities of cooked rice are comprised of many indexes with the complex relationship, so it is difficult to analyze and evaluate cooked rice. In this paper, the related indexes of texture properties were conve... Texture qualities of cooked rice are comprised of many indexes with the complex relationship, so it is difficult to analyze and evaluate cooked rice. In this paper, the related indexes of texture properties were conversed into the independent indexes of principal component based on the principal component analysis method. The results showed that the rice kernel types influenced the meanings of principal components indexes. For long and short rice, the first principal component was comprehensive index. But the second principal component was springiness for the short rice, while it was adhesiveness for long rice. Therefore, the first principal component can be used to express the quality of cooked rice with a few of indexes, and the rice type can be recognized according to the second principal component. 展开更多
关键词 cooked rice texture quality principal component analysis
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Rural Power System Load Forecast Based on Principal Component Analysis 被引量:7
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作者 Fang Jun-long Xing Yu +2 位作者 Fu Yu Xu Yang Liu Guo-liang 《Journal of Northeast Agricultural University(English Edition)》 CAS 2015年第2期67-72,共6页
Power load forecasting accuracy related to the development of the power system. There were so many factors influencing the power load, but their effects were not the same and what factors played a leading role could n... Power load forecasting accuracy related to the development of the power system. There were so many factors influencing the power load, but their effects were not the same and what factors played a leading role could not be determined empirically. Based on the analysis of the principal component, the paper forecasted the demands of power load with the method of the multivariate linear regression model prediction. Took the rural power grid load for example, the paper analyzed the impacts of different factors on power load, selected the forecast methods which were appropriate for using in this area, forecasted its 2014-2018 electricity load, and provided a reliable basis for grid planning. 展开更多
关键词 LOAD principal component analysis FORECAST rural power system
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Comprehensive multivariate grey incidence degree based on principal component analysis 被引量:6
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作者 Ke Zhang Yintao Zhang Pinpin Qu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2014年第5期840-847,共8页
To overcome the too fine-grained granularity problem of multivariate grey incidence analysis and to explore the comprehensive incidence analysis model, three multivariate grey incidences degree models based on princip... To overcome the too fine-grained granularity problem of multivariate grey incidence analysis and to explore the comprehensive incidence analysis model, three multivariate grey incidences degree models based on principal component analysis (PCA) are proposed. Firstly, the PCA method is introduced to extract the feature sequences of a behavioral matrix. Then, the grey incidence analysis between two behavioral matrices is transformed into the similarity and nearness measure between their feature sequences. Based on the classic grey incidence analysis theory, absolute and relative incidence degree models for feature sequences are constructed, and a comprehensive grey incidence model is proposed. Furthermore, the properties of models are researched. It proves that the proposed models satisfy the properties of translation invariance, multiple transformation invariance, and axioms of the grey incidence analysis, respectively. Finally, a case is studied. The results illustrate that the model is effective than other multivariate grey incidence analysis models. 展开更多
关键词 grey system multivariate grey incidence analysis behavioral matrix principal component analysis (PCA).
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Single channel signal component separation using Bayesian estimation 被引量:4
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作者 Cai Quanwei Wei Ping Xiao Xianci 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2007年第1期33-39,共7页
A Bayesian estimation method to separate multicomponent signals with single channel observation is presented in this paper. By using the basis function projection, the component separation becomes a problem of limited... A Bayesian estimation method to separate multicomponent signals with single channel observation is presented in this paper. By using the basis function projection, the component separation becomes a problem of limited parameter estimation. Then, a Bayesian model for estimating parameters is set up. The reversible jump MCMC (Monte Carlo Markov Chain) algorithmis adopted to perform the Bayesian computation. The method can jointly estimate the parameters of each component and the component number. Simulation results demonstrate that the method has low SNR threshold and better performance. 展开更多
关键词 Signal component separation Single channel Bayesian estimation Reversible jump MCMC
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Impulsive component extraction using shift-invariant dictionary learning and its application to gear-box bearing early fault diagnosis 被引量:4
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作者 ZHANG Zhao-heng DING Jian-ming +1 位作者 WU Chao LIN Jian-hui 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第4期824-838,共15页
The impulsive components induced by bearing faults are key features for assessing gear-box bearing faults.However,because of heavy background noise and the interferences of other vibrations,it is difficult to extract ... The impulsive components induced by bearing faults are key features for assessing gear-box bearing faults.However,because of heavy background noise and the interferences of other vibrations,it is difficult to extract these impulsive components caused by faults,particularly early faults,from the measured vibration signals.To capture the high-level structure of impulsive components embedded in measured vibration signals,a dictionary learning method called shift-invariant K-means singular value decomposition(SI-K-SVD)dictionary learning is used to detect the early faults of gear-box bearings.Although SI-K-SVD is more flexible and adaptable than existing methods,the improper selection of two SI-K-SVD-related parameters,namely,the number of iterations and the pattern lengths,has an adverse influence on fault detection performance.Therefore,the sparsity of the envelope spectrum(SES)and the kurtosis of the envelope spectrum(KES)are used to select these two key parameters,respectively.SI-K-SVD with the two selected optimal parameter values,referred to as optimal parameter SI-K-SVD(OP-SI-K-SVD),is proposed to detect gear-box bearing faults.The proposed method is verified by both simulations and an experiment.Compared to the state-of-the-art methods,namely,empirical model decomposition,wavelet transform and K-SVD,OP-SI-K-SVD has better performance in diagnosing the early faults of a gear-box bearing. 展开更多
关键词 gear-box bearing fault diagnosis shift-invariant K-means singular value decomposition impulsive component extraction
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Effects of main components on energy output characteristics of thermobaric explosive——A case study of typical formulations 被引量:3
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作者 Yunfei Zhao Yaning Li +3 位作者 Zhiwei Han Peng Bao Jingyan Wang Boliang Wang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第8期205-216,共12页
As a kind of high-efficiency explosive with compound destructive capability, the energy output law of thermobaric explosives has been receiving great attention. In order to investigate the effects of main components o... As a kind of high-efficiency explosive with compound destructive capability, the energy output law of thermobaric explosives has been receiving great attention. In order to investigate the effects of main components on the explosive characteristics of thermobaric explosives, various high explosives and oxidants were selected to formulate five different types of thermobaric explosive. Then they were tested in both open space and closed space respectively. Pressure measurement system, high-speed camera,infrared thermal imager and multispectral temperature measurement system were used for pressure,temperature and fireball recording. The effects of different components on the explosive characteristics of thermobaric explosive were analyzed. The results showed that in open space, the overpressure is dominated by the high explosives content in the formulation. The addition of the oxidants will decrease the explosion overpressure but will increase the duration and overall brightness of the fireball. While in closed space, the quasi-static pressure formed after the explosion is positively correlated with the temperature and gas production. In addition, it was found that the differences in shell constraints can also alter the afterburning reaction of thermobaric explosives, thus affecting their energy output characteristics. PVC shell constraint obviously increases the overpressure and makes the fireball burn more violently. 展开更多
关键词 Thermobaric explosives componentS OVERPRESSURE FIREBALL Afterburning reaction
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巧用三菱MXComponent工具进行三菱PLC—PC人机界面设计
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作者 宋爱民 刘春莲 《舰船科学技术》 北大核心 2012年第12期I0088-I0090,共3页
通过文字、图片,简述在不需要详细了解三菱PLC通信协议的情况下,借助三菱MX Component和微软Visual Studio工具,如何很方便地设计出人机界面。
关键词 MX component MICROSOFT Visual STUDIO 通信
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Sparse flight spotlight mode 3-D imaging of spaceborne SAR based on sparse spectrum and principal component analysis 被引量:3
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作者 ZHOU Kai LI Daojing +7 位作者 CUI Anjing HAN Dong TIAN He YU Haifeng DU Jianbo LIU Lei ZHU Yu ZHANG Running 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第5期1143-1151,共9页
The spaceborne synthetic aperture radar(SAR)sparse flight 3-D imaging technology through multiple observations of the cross-track direction is designed to form the cross-track equivalent aperture,and achieve the third... The spaceborne synthetic aperture radar(SAR)sparse flight 3-D imaging technology through multiple observations of the cross-track direction is designed to form the cross-track equivalent aperture,and achieve the third dimensionality recognition.In this paper,combined with the actual triple star orbits,a sparse flight spaceborne SAR 3-D imaging method based on the sparse spectrum of interferometry and the principal component analysis(PCA)is presented.Firstly,interferometric processing is utilized to reach an effective sparse representation of radar images in the frequency domain.Secondly,as a method with simple principle and fast calculation,the PCA is introduced to extract the main features of the image spectrum according to its principal characteristics.Finally,the 3-D image can be obtained by inverse transformation of the reconstructed spectrum by the PCA.The simulation results of 4.84 km equivalent cross-track aperture and corresponding 1.78 m cross-track resolution verify the effective suppression of this method on high-frequency sidelobe noise introduced by sparse flight with a sparsity of 49%and random noise introduced by the receiver.Meanwhile,due to the influence of orbit distribution of the actual triple star orbits,the simulation results of the sparse flight with the 7-bit Barker code orbits are given as a comparison and reference to illuminate the significance of orbit distribution for this reconstruction results.This method has prospects for sparse flight 3-D imaging in high latitude areas for its short revisit period. 展开更多
关键词 principal component analysis(PCA) spaceborne synthetic aperture radar(SAR) sparse flight sparse spectrum by interferometry 3-D imaging
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Enabling electrically tunable radio frequency components with advanced microfabrication and thin film techniques 被引量:2
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作者 ZHANG Ying-cong GE Jin-qun WANG Guo-an 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第10期3248-3260,共13页
Multi-function,multiband,cost-effective,miniaturized reconfigurable radio frequency(RF)components are highly demanded in modern and future wireless communication systems.This paper discusses the needs and implementati... Multi-function,multiband,cost-effective,miniaturized reconfigurable radio frequency(RF)components are highly demanded in modern and future wireless communication systems.This paper discusses the needs and implementation of multiband reconfigurable RF components with microfabrication techniques and advanced materials.RF applications of fabrication methods such as surface and bulk micromachining techniques are reviewed,especially on the development of RF microelectromechanical systems(MEMS)and other tunable components.Works on the application of ferroelectric and ferromagnetic materials are investigated,which enables RF components with continuous tunability,reduced size,and enhanced performance.Methods and strategies with nano-patterning to improve high frequency characteristics of ferromagnetic thin film(e.g.,ferromagnetic resonance frequency and losses)and their applications on the development of fully electrically tunable RF components are fully demonstrated. 展开更多
关键词 tunable RF components bulk micromachining surface micromachining thin film techniques
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Effect of Quercetin on Egg Quality and Components in Laying Hens of Different Weeks 被引量:1
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作者 You Ying Han Chun-yan +6 位作者 Chaudhry Maria Tabassum Li Ling Yao Jia-ying Wang Sheng-nan Yang Jia-xin Teng Nan Li Yao 《Journal of Northeast Agricultural University(English Edition)》 CAS 2015年第4期23-32,共10页
This trial was conducted to evaluate the effect of quercetin on egg quality and components in laying hens of different weeks. A total of 240 healthy Hessian laying hens at 29, 39-week-old with similar body weight and ... This trial was conducted to evaluate the effect of quercetin on egg quality and components in laying hens of different weeks. A total of 240 healthy Hessian laying hens at 29, 39-week-old with similar body weight and laying rate were randomly divided into four groups with six replicates of 10 each replicate, respectively. The treatments were fed with basal diet supplemented with 0, 0.2, 0.4 and 0.6 g-kg-1 quercetin for 8 weeks. The results showed that compared with the control, broken or soft shell rate significantly decreased at 0.2 and 0.4 g.kg-1 quercetin and eggshell thickness significantly increased at 0.4 g.kg-1 quercetin (P〈0.01) in laying hens at 39-47 weeks old; yolk protein significantly decreased at 0.6 g kg-1 quercetin (P〈0.05) in laying hens at 29-37 weeks old; while yolk protein significantly increased at three quercetin treatments in laying hens at 39-47 weeks old; yolk cholesterol significantly decreased by quercetin in laying hens at 29-37 weeks old (P〈0.05); yolk total phospholipids significantly increased at 0.4 and 0.6 g kg-1 quercetin (P〈0.01) and yolk cholesterol significantly decreased at 0.6 g kg-1 quercetin (P〈0.05) in laying hens at 39-47 weeks old. In a word, quercetin affected egg quality and components to some extents in laying hens of different weeks, the older the hens became, the better improvement they would be. The optimum level of quercetin was 0.4 g kg-1 in the basal diet. 展开更多
关键词 QUERCETIN laying hens egg quality egg components
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RS Components推出阿里巴巴和淘宝门店,加强电子商务销售 被引量:1
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《半导体技术》 CAS CSCD 北大核心 2012年第1期82-82,共1页
2011年11月17日,世界领先电子产品和维修产品的高端服务分销商以及Electrocomponents集团公司(LSE:ECM)的贸易品牌RS Components宣布推出阿里巴巴和淘宝门店,以期借力于中国不断增长的电子商务市场进一步推动业务增长。
关键词 componentS 电子商务市场 阿里巴巴 RS 销售 电子产品 集团公司 分销商
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Minor Component Analysis-based Landing Forecast System for Ship-borne Helicopter
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作者 周波 石爱国 +1 位作者 万林 杨宝璋 《Defence Technology(防务技术)》 SCIE EI CAS 2005年第2期220-224,共5页
The general structure of ship-borne helicopter landing forecast system is presented, and a novel ship motion prediction model based on minor component analysis (MCA) is built up to improve the forecast effectiveness. ... The general structure of ship-borne helicopter landing forecast system is presented, and a novel ship motion prediction model based on minor component analysis (MCA) is built up to improve the forecast effectiveness. To validate the feasibility of this landing forecast system, time series for the roll, pitch and heave are generated by simulation and then forecasted based on MCA. Simulation results show that ship-borne helicopters can land safely in higher sea condition while carrying on rescue or replenishment tasks at sea in terms of the landing forecast system. 展开更多
关键词 ship-borne HELICOPTER MINOR component analysis SHIP MOTION FORECAST system
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The Formation Mechanism of Hydrogeochemical Features in a Karst System During Storm Events as Revealed by Principal Component Analysis
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作者 Pingheng Yang Daoxian Yuan +3 位作者 Kuang Yinglun Wenhao Yuan Peng Jia Qiufang He 《地学前缘》 EI CAS CSCD 北大核心 2009年第S1期33-34,共2页
The hydrogeochemical parameters of JiangjiaSpring,the outlet of Qingmuguan underground riversystem(QURS)in Chongqing,were found respondingrapidly to storm events in late April,2008.A total of20 kinds of hydrogeochemic... The hydrogeochemical parameters of JiangjiaSpring,the outlet of Qingmuguan underground riversystem(QURS)in Chongqing,were found respondingrapidly to storm events in late April,2008.A total of20 kinds of hydrogeochemical parameters,includingdischarge,specific conductance,pH,water tempera-ture,turbidity,and concentrations of Fe,Al,Mn,Ba,Ca,Sr,Mg,K,Na,NO2,HCO3,NO3,CT,PO43-,SO42-were primarily monitored. 展开更多
关键词 RAINFALL principal component analysis(PCA) soil erosion agricultural activities KARST hydrogeochemical feature Qingmuguan
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A NEW METHOD OF COMPUTING MULTI-COMPONENT E-pH DIAGRAMS
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作者 Zhang Chuanfu Liu Haixia Zeng Dewen Li Changjun (Department of Nonferrous Metallurgy, Central South University of Technology, Changsha 410083, China) 《Journal of Central South University》 SCIE EI CAS 1999年第1期24-28,共5页
Aqueous E pH Diagram is an essential tool for analyzing hydrometallurgical and corrosion processes. Due to the requirements for environmental protection and energy saving in recent years, waste water processing a... Aqueous E pH Diagram is an essential tool for analyzing hydrometallurgical and corrosion processes. Due to the requirements for environmental protection and energy saving in recent years, waste water processing and hydrometallurgical process of concentrate have been greatly developed. The construction of E pH diagrams has turned to multi component systems. However, there are some limits in plotting such diagrams. There is only one diagram for one multi component system, which can not reflect the truth of the aqueous reaction. In the paper, a new computation method is proposed to construct E pH diagrams. Component activity term is used to determine the boundary of stable areas. For the multi component systems, different atom ratios of elements have been taken into account. M S H 2O system is chosen to study since it is of importance in metallurgical solution. Compared with conventional methods, the algorithm is simple and conforms to real conditions. 展开更多
关键词 computation algorithm of E PH DIAGRAMS component activity term M H 2O SYSTEM M S H 2O SYSTEM atom ratios
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