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Spectroscopic Analysis of Structural Transformation in Biodiesel Oxidation 被引量:4
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作者 Wu Jiang Chen Boshui +1 位作者 Fang Jianhua Wang Jiu 《China Petroleum Processing & Petrochemical Technology》 SCIE CAS 2013年第3期28-32,共5页
The oxidation behavior of three biodiesels of different origins,viz.rapeseed oil derived biodiesel,soybean oil derived biodiesel and waste oil based biodiesel,were tested on an oxidation tester.The chemical compositio... The oxidation behavior of three biodiesels of different origins,viz.rapeseed oil derived biodiesel,soybean oil derived biodiesel and waste oil based biodiesel,were tested on an oxidation tester.The chemical compositions of the biodiesels were characterized by gas chromatography.Thereafter,the structural transformation of fatty acid methyl ester(FAME)of the biodiesels was analyzed by an infrared spectrometer and an ultraviolet absorption spectrometer.The results demonstrated that the oxidation behavior of biodiesels of different origins was closely related to the composition and distribution of FAMEs.Higher concentration of unsaturated FAME with multi-double bonds exhibited poorer oxidation resistance.Furthermore,cis-trans isomerization transformation occurred in the unsaturated FAME molecules and conjugated double-bond produced during the oxidation process of biodiesel.Greater cis-trans variations corresponded to deeper oxidation degree.The higher the content of unsaturated FAME with multi-double bonds in a biodiesel,the more the conjugated double bonds was formed. 展开更多
关键词 BIODIESEL OXIDATION structural transformation spectroscopic analysis
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Multi-Strategy Dynamic Spectrum Access in Cognitive Radio Networks: Modeling, Analysis and Optimization 被引量:9
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作者 Yi Yang Qinyu Zhang +3 位作者 Ye Wang Takahiro Emoto Masatake Akutagawa Shinsuke Konaka 《China Communications》 SCIE CSCD 2019年第3期103-121,共19页
Dynamic spectrum access(DSA) based on cognitive radios(CR) technique is an effective approach to address the "spectrum scarcity" issue. However, traditional CR-enabled DSA system employs only single DSA stra... Dynamic spectrum access(DSA) based on cognitive radios(CR) technique is an effective approach to address the "spectrum scarcity" issue. However, traditional CR-enabled DSA system employs only single DSA strategy, which might not be suited to the dynamic network environment. In this paper, we propose a multi-strategy DSA(MS-DSA) system, where the primary and the secondary system share spectrum resources with multiple DSA strategies simultaneously. To analyze the performance of the proposed MS-DSA system, we model it as a continuous-time Markov chain(CTMC) and derive the expressions to compute the corresponding performance metrics. Based on this, we define a utility function involving the concerns of effective throughput, interference quantity on primary users, and spectrum leasing cost. Two optimization schemes, named as spectrum allocation and false alarm probability selection, are proposed to maximize the utility function. Finally, numerical simulations are provided to validate our analysis and demonstrate that the performance can be significantly improved caused by virtues of the proposed MS-DSA system. 展开更多
关键词 COGNITIVE RADIO networks dynamic SPECTRUM access multi-strategy performance analysis optimization
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Application of long-range correlation and multi-fractal analysis for the depiction of drought risk
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作者 侯威 颜鹏程 +2 位作者 李淑萍 涂刚 胡经国 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第1期831-837,共7页
By using the multi-fractal detrended fluctuation analysis method, we analyze the nonlinear property of drought in southwestern China. The results indicate that the occurrence of drought in southwestern China is multi-... By using the multi-fractal detrended fluctuation analysis method, we analyze the nonlinear property of drought in southwestern China. The results indicate that the occurrence of drought in southwestern China is multi-fractal and long- range correlated, and these properties are indifferent to timescales. A power-law decay distribution well describes the return interval of drought events and the auto-correlation. Furthermore, a drought risk exponent based on the multi-fractal property and the long-range correlation is presented. This risk exponent can give useful information about whether the drought may or may not occur in future, and provide a guidance function for preventing disasters and reducing damage. 展开更多
关键词 multi-fractal detrended fluctuation analysis return intervals drought risk
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Identification and Analysis of Multi-tasking Product Information Search Sessions with Query Logs
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作者 Xiang Zhou Pengyi Zhang Jun Wang 《Journal of Data and Information Science》 2016年第3期79-94,共16页
Purpose: This research aims to identify product search tasks in online shopplng ana analyze the characteristics of consumer multi-tasking search sessions. Design/methodology/approach: The experimental dataset contai... Purpose: This research aims to identify product search tasks in online shopplng ana analyze the characteristics of consumer multi-tasking search sessions. Design/methodology/approach: The experimental dataset contains 8,949 queries of 582 users from 3,483 search sessions. A sequential comparison of the Jaccard similarity coefficient between two adjacent search queries and hierarchical clustering of queries is used to identify search tasks. Findings: (1) Users issued a similar number of queries (1.43 to 1.47) with similar lengths (7.3-7.6 characters) per task in mono-tasking and multi-tasking sessions, and (2) Users spent more time on average in sessions with more tasks, but spent less time for each task when the number of tasks increased in a session. Research limitations: The task identification method that relies only on query terms does not completely reflect the complex nature of consumer shopping behavior.Practical implications: These results provide an exploratory understanding of the relationships among multiple shopping tasks, and can be useful for product recommendation and shopping task prediction. Originality/value: The originality of this research is its use of query clustering with online shopping task identification and analysis, and the analysis of product search session characteristics. 展开更多
关键词 Product search Shopping task identification Shopping task analysis multi-tasking session
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Experimental and Finite Element Analysis for Multi-lead Rubber Bearings:A Comparative Study
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作者 聂肃非 江宜城 +1 位作者 叶志雄 李黎 《Journal of Southwest Jiaotong University(English Edition)》 2010年第2期134-139,共6页
The mechanical properties of multi-lead rubber bearings (MLRBs) were investigated by experiment and finite element analysis. First, the vertical stiffness, horizontal stiffness and yielded shear force were tested fo... The mechanical properties of multi-lead rubber bearings (MLRBs) were investigated by experiment and finite element analysis. First, the vertical stiffness, horizontal stiffness and yielded shear force were tested for four MLRB specimens and two specimens of the single-lead rubber bearings ( SLRBs). Then, the MLRBs were modeled by the explicit finite element analysis software ANSYS/ LS-DYNA, in order to evaluate the horizontal force-displacement hysteretic curves under static vertical and dynamical horizontal loadings. The disagreement between the tested and theoretical values was less than 11.4%, and MLRBs and SLRBs were similar in vertical stiffness, pre-yield stiffness and yield stiffness. 展开更多
关键词 Bridge seismic isolation multi-lead rubber bearing Nonlinear mechanical properties Experimental study Explicit finite element analysis
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Spectroscopic Measurements of Impurity Spectra on the EAST Tokamak 被引量:1
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作者 FU Jia LI Yingying +6 位作者 SHI Yuejiang WANG Fudi ZHANG Wei LV Bo HUANG Juan WAN Baonian ZHOU Qian 《Plasma Science and Technology》 SCIE EI CAS CSCD 2012年第12期1048-1053,共6页
Ultraviolet (UV) and visible impurity spectra (200-750 nm) are commonly used to study plasma and wall interactions in magnetic fusion plasmas. Two optical multi-channel analysis (OMA) systems have been installed... Ultraviolet (UV) and visible impurity spectra (200-750 nm) are commonly used to study plasma and wall interactions in magnetic fusion plasmas. Two optical multi-channel analysis (OMA) systems have been installed for the UV-visible spectrum measurement on EAST. These two OMA systems are both equipped with the Czerny-Turner (C-T) type spectrometer. The upper vacuum vessel and inner divertor baffle can be viewed simultaneously through two optical lenses. The OMA1 system is mainly used for multi-impurity lines radiation measurement. A 280 nm wavelength range can be covered by a 300 mm focal length spectrometer equipped with a 300 grooves/mm grating. The Da/Ha line shapes can be resolved by the OMA2 system. The focal length is 750 mm. The spectral resolution can be up to 0.01 nm using a 1800 grooves/mm grating. The impurity behaviour and hydrogen ratio evolution after boroniztion, lithium coating, and siliconization are compared. Lithium coating has shown beneficial effects on the reduction of edge recycling and low Z impurity (C, O) influx. The impurity expelling effect of the divertor configuration is also briefly discussed through multi-channels observation of OMA1 system. 展开更多
关键词 OMA optical multi channel analysis BORONIZATION lithium coating wall condition TOKAMAK
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Accurate potential energy function and spectroscopic study of the X^2Σ^+,A^2Ⅱ and B^2Σ^+ states of the CP radical 被引量:3
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作者 刘玉芳 贾毅 《Chinese Physics B》 SCIE EI CAS CSCD 2011年第3期170-176,共7页
This paper calculates the equilibrium internuclear separations, the harmonic frequencies and the potential energy curves of the X^2∑+, A^2П and B^2∑+ states of the CP radical by the highly accurate valence intern... This paper calculates the equilibrium internuclear separations, the harmonic frequencies and the potential energy curves of the X^2∑+, A^2П and B^2∑+ states of the CP radical by the highly accurate valence internally contracted multireference configuration interaction method with correlation-consistent basis sets (aug-cc-pV6Z for C atom and aug-cc-pVQZ for P atom). The potential energy curves are all fitted with the analytic potential energy function by the least-square fitting. Employing the analytic potential energy function, we determine the spectroscopic constants (Be, αe and ωeχe) of these states. For the X2∑+ state, the obtained values of De, Be, αe, ωeχe, Re and ωe are 5.4831 eV, 0.792119 cm-1, 0.005521 cm-1, 6.89653 cm-1, 0.15683 nm, 12535.11 cm-1, respectively. For the A2H state, the present values of De, Be,αe, ωeχe, Re and We are 4.586 eV, 0.703333 cm-1, 0.005458 cm-1, 6.03398 cm-1, 0.16613 nm, 1057.89 cm-1, respectively. For the B2E+ state, the present values of De, Be, αe, ωeχe, Re and We are 3.506 eV, 0.677561 cm-1, 0.00603298 cm-1, 5.68809 cm-1, 0.1696 nm, 822.554 cm-1, respectively. For these states, the vibrational states with the rotational quantum number J equals zero (J = 0) are studied by solving the radial nuclear Schr6dinger equation using the Numerov method. For each vibrational state, the vibrational level, the classical turning points, the rotational inertial and the centrifugal distortion constants are calculated. Comparison is made with recent theoretical and experimental results. 展开更多
关键词 multi-reference configuration interaction potential energy curve molecular constant spectroscopic parameter
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Spectroscopic Measurement of Neutral Particle Influx Ratio on EAST
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作者 李颖颖 符佳 +8 位作者 石跃江 张伟 沈永才 王福地 吕波 黄娟 张凌 徐经翠 周倩 《Plasma Science and Technology》 SCIE EI CAS CSCD 2013年第6期493-498,共6页
The spectra of HeI(587.6 nm),Hα(656.28 nm) and Dα(656.1 nm) of the helium discharges as well as the normal deuterium discharges have been measured with two optical spectroscopic multi-channel analysis(OMA) s... The spectra of HeI(587.6 nm),Hα(656.28 nm) and Dα(656.1 nm) of the helium discharges as well as the normal deuterium discharges have been measured with two optical spectroscopic multi-channel analysis(OMA) systems on the experimental advanced superconducting tokamak(EAST).The influx ratio of the sum of H and D to He spectral lines and the influx ratio of H to D are given.In this way the ratio of hydrogen/deuterium ion(S/X B)H/D to(S/X B)He as well as(S/X B)H/D is not very sensitive to the variation in the edge density and temperature. The low-density helium discharges are operated in order to reduce the recycling hydrogen fluxes; however,the effect is not obvious.The possible reason is that the number of helium discharges is not enough and the content of hydrogen in the wall is still very abundant,which is caused by frequent wall conditionings and the vacuum leakage.The H/(H+D) ratio decreases quickly after one lithium coating and reduces to less than 10%using several accumulated lithium wall conditioning.It is found that the deposited He atoms on the carbon wall will remain at a low level after several D2 discharges. 展开更多
关键词 optical spectroscopic multi-channel analysis(OMA) INFLUX helium discharges lithium
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EDXRF analysis of beach rock samples of Andaman Island 被引量:1
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作者 Ravisankar R Eswaran P +5 位作者 Vijay Anand K Rajalakshmi A Prasad MVR Satpathy K K Rajashekhar C Alok Athavale 《Nuclear Science and Techniques》 SCIE CAS CSCD 2009年第2期93-98,共6页
B Elemental contents of beach rock samples were analyzed using EDXRF.The samples were collected from three locations of Andaman Island.The Al,Ca,K,Fe,Ti,Si,V,Co,Cu,Ba,Zn,Pb,Cd and Mn contents were determined.The geoch... B Elemental contents of beach rock samples were analyzed using EDXRF.The samples were collected from three locations of Andaman Island.The Al,Ca,K,Fe,Ti,Si,V,Co,Cu,Ba,Zn,Pb,Cd and Mn contents were determined.The geochemical behavior of elements in the region is discussed.The elemental contents of beach rock samples from Andaman Island are much below the values of both earth crust and that of Tamilnadu region.However,content of the biogenic element Ca was the highest of all elements.This is due to the typical beach rock formation. 展开更多
关键词 能量色散X射线荧光分析 岩石样本 海滩 地球化学行为 元素含量 生物元素 锰含量 样品
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Reliability analysis of the gasification process of nuclear fuel manufacturing facilities based on the GO methodology 被引量:2
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作者 Yan Wang Zhi-Jie Gu +2 位作者 Bing Lian Jie Yang Yang-Jun Zhao 《Nuclear Science and Techniques》 SCIE CAS CSCD 2019年第10期85-94,共10页
Uranium hexafluoride(UF6)leakage accidents represent one of the most serious classes of accidents in the gasification process in nuclear fuel manufacturing facilities.Common UF6 leakage accidents include various fault... Uranium hexafluoride(UF6)leakage accidents represent one of the most serious classes of accidents in the gasification process in nuclear fuel manufacturing facilities.Common UF6 leakage accidents include various fault conditions,such as pipeline and valve breakages or ruptures and pipeline blockages.By establishing goal-oriented(GO)operators that can represent multi-fault states,this study estimates the probabilities of various fault states corresponding to UF6 leakage accidents in the gasification process using the GO methodology and analyzes the system reliability.This article expands the scope of the GO methodology and provides technical support for reliability analysis using the GO methodology in multi-fault systems. 展开更多
关键词 GO METHODOLOGY OPERATOR multi-fault state Reliability analysis UF6 LEAKAGE
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Three-axis magnetic flux leakage in-line inspection simulation based on finite-element analysis 被引量:4
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作者 冯健 张峻峰 +2 位作者 卢森骧 王宏阳 马瑞泽 《Chinese Physics B》 SCIE EI CAS CSCD 2013年第1期531-536,共6页
With the increase of pipelines, corrosion leakage accidents happen frequently. Therefore, nondestructive testing technology is important for ensuring the safe operation of the pipelines and energy mining. In this pape... With the increase of pipelines, corrosion leakage accidents happen frequently. Therefore, nondestructive testing technology is important for ensuring the safe operation of the pipelines and energy mining. In this paper, the structure and principle of magnetic flux leakage (MFL) in-line inspection system is introduced first. Besides, a mathematic model of the system according to the ampere circuit rule, flux continuity theorem, and column coordinate transform is built, and the magnetic flux density in every point of space is calculated based on the theory of finite element analysis. Then we analyze and design the disposition of measurement section probes and sensors combining both three-axis MFL in-line inspection and multi-sensor fusion technology. Its advantage is that the three-axis changes of magnetic flux leakage field are measured by the multi-probes at the same time, so we can determine various defects accurately. Finally, the theory of finite element analysis is used to build a finite element simulation model, and the relationship between defects and MFL inspection signals is studied. Simulation and experiment results verify that the method not only enhances the detection ability to different types of defects but also improves the precision and reliability of the inspection system. 展开更多
关键词 magnetic flux leakage in-line inspection multi-sensor data fusion sensor disposition finite element analysis
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Accurate calculation of the potential energy curve and spectroscopic parameters of X^2Σ^+ state of ^(12)Mg^1H
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作者 伍冬兰 谭彬 +2 位作者 谢安东 闫冰 丁大军 《Chinese Physics B》 SCIE EI CAS CSCD 2015年第4期170-174,共5页
High level calculations on the ground state of 12Mg1H molecule have been performed using multi-reference configuration interaction (MRCI) method with the Davidson modification. The core-valence correlation and scala... High level calculations on the ground state of 12Mg1H molecule have been performed using multi-reference configuration interaction (MRCI) method with the Davidson modification. The core-valence correlation and scalar relativistic corrections are included into the present calculations at the same time. The potential energy curve (PEC) of the ground state, all of the vibrational levels and spectroscopic parameters are fitted. The results show that the levels and spectroscopic parameters are in good agreement with the available experimental data. The analytical potential energy function (APEF) is also deduced from the calculated PEC using the Murrell-Sorbie (M-S) potential function. The present results can provide a helpful reference for the future spectroscopic experiments or dynamical calculations of the molecule. 展开更多
关键词 multi-reference configuration interaction potential energy curve analytical potential energy function spectroscopic parameters
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Potential energy curves and spectroscopic properties of X^2Σ^+ and A^2Π states of ^(13)C^(14)N
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作者 廖建文 杨传路 《Chinese Physics B》 SCIE EI CAS CSCD 2014年第7期394-398,共5页
The potential energy curves (PECs) of X2∑ and A2П states of the CN molecule have been calculated with the multi- reference configuration interaction method and the aug-cc-pwCVSZ basis set. Based on the PECs, all o... The potential energy curves (PECs) of X2∑ and A2П states of the CN molecule have been calculated with the multi- reference configuration interaction method and the aug-cc-pwCVSZ basis set. Based on the PECs, all of the vibrational and rotational levels of the 13C14N molecule are obtained by solving the Schrrdinger equation of the molecular nuclear motion. The spectroscopic parameters are determined by fitting the Dunham coefficients with the levels. Both the levels and the spectroscopic parameters are in good qualitative agreement with the experimental data available. The analytical potential energy functions are also deduced from the calculated PECs. The present results can provide a helpful reference for future spectroscopy experiments or dynamical calculations of the molecule. 展开更多
关键词 multi-reference configuration interaction method (MRCI) potential energy curves analytical po-tential energy functions spectroscopic parameters
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A Theme Analysis of The Call of the Wild
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作者 李筱叶 《海外英语》 2016年第4期136-138,共3页
The Call of the Wild is one of the representative works of the American writer Jack London.It was published in 1903.Once appearance,it quickly achieved great success for its beautiful language and multiple levels of t... The Call of the Wild is one of the representative works of the American writer Jack London.It was published in 1903.Once appearance,it quickly achieved great success for its beautiful language and multiple levels of the theme.Based on the industrialised and capitalistic society in American history,this novel vividly reproduces the Gold Rush in Klondike.The main plot describes a process of how a domesticated dog degenerated into a wild one and went back to nature.The hero Buck is endowed with human senses and characteristics,for London tried to use animal characters to illustrate moral precepts and exhibit human behaviours.The thesis intends to demonstrate the fascination of this great novel on one hand and on the other hand, to disclose the cruelty of the social reality at that time,in hope of providing a profound comprehension for the readers. 展开更多
关键词 JACK LONDON ANIMAL THEME multi-levels analysis
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Seedling test and genetic analysis of white poplar hybrid clones
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作者 LI Bo HANG Xi-bing +3 位作者 ZHANG You-hui ZHANG Zhi-yi LI Shan-wen AN Xin-min 《Forestry Studies in China》 CAS 2008年第3期149-152,共4页
Cross breeding strategies are very efficient for gaining new and superior genotypes. Ninety-eight new white poplar hybrid clones produced from 12 cross combinations within the Section Leuce Duby were studied using gen... Cross breeding strategies are very efficient for gaining new and superior genotypes. Ninety-eight new white poplar hybrid clones produced from 12 cross combinations within the Section Leuce Duby were studied using genetic analysis and seedling tests. We exploited the wide variation that exists in this population and found that the differences among diameter at breast height (DBH), root collar diameter (RCD) and height (H) were statistically extremely significant. The repeatability of clones of these measured traits ranged from 0.947-0.967, which indicated that these traits were strongly controlled by genetic factors. Based on multiple compari- sons, a total of 25 clones showed better performance in growth than the control cultivar. These 25 clones were from six different cross combinations, which can guarantee a larger genetic background for future new clone promotion projects. This study provides a simple overview on these clones and can guide us to carry out subsequent selection plans. 展开更多
关键词 white poplar multi-clonal plantation seedling test genetic analysis
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ICP-AES techniques applied to analysis of precious metals in ores
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作者 方企嫈 周洪弟 蔡锡明 《Nuclear Science and Techniques》 SCIE CAS CSCD 1996年第2期121-123,共3页
ICP-AEStechniquesappliedtoanalysisofpreciousmetalsinoresFangQi-Ying(方企 );ZhouHone-Di(周洪弟)andCaiXi-Ming(蔡锡明)(... ICP-AEStechniquesappliedtoanalysisofpreciousmetalsinoresFangQi-Ying(方企 );ZhouHone-Di(周洪弟)andCaiXi-Ming(蔡锡明)(ShanghaiInstitute... 展开更多
关键词 贵金属 矿石 多元素模拟分析
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基于响应面分析下中草药移栽机的优化设计
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作者 赵厚睿 刘臻 《农机化研究》 北大核心 2025年第1期135-141,共7页
通过响应面分析法对中草药移栽机进行优化设计,以提高中草药种植效率和质量。首先,选取移栽速度、移栽深度和移栽器械倾角3个因素作为设计变量,选取移栽成功率和移栽损伤率作为评价指标;在此基础上,设计了一个采用多种传感器组合的控制... 通过响应面分析法对中草药移栽机进行优化设计,以提高中草药种植效率和质量。首先,选取移栽速度、移栽深度和移栽器械倾角3个因素作为设计变量,选取移栽成功率和移栽损伤率作为评价指标;在此基础上,设计了一个采用多种传感器组合的控制系统,采用模糊控制算法进行控制,并通过试验得到的数据进行响应面分析,得出了最优设计方案。研究结果表明:最优移栽速度为0.2 m/s,最优移栽深度为15 cm,最优移栽器械倾角为25°;通过优化设计,中草药移栽机的移栽成功率提高了11.8%,移栽损伤率降低了9.6%,取得了较好的效果。 展开更多
关键词 移裁机 响应面分析 参数优化 多传感器 中草药
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川中北部蓬莱地区震旦系灯影组二段地震沉积学特征 被引量:3
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作者 张坤 刘宏 +5 位作者 谭磊 梁锋 王立恩 马梓珂 刘博文 杨孟祥 《岩性油气藏》 北大核心 2025年第2期189-200,共12页
为了阐明蓬莱地区震旦系灯二段丘滩体的时空展布规律以及探索地震沉积学在碳酸盐岩中的应用,利用钻井、岩心、测井及三维地震资料,采用古地貌恢复、正演模拟、波形聚类、属性融合等地震沉积学技术方法对蓬莱地区震旦系灯二段丘滩体进行... 为了阐明蓬莱地区震旦系灯二段丘滩体的时空展布规律以及探索地震沉积学在碳酸盐岩中的应用,利用钻井、岩心、测井及三维地震资料,采用古地貌恢复、正演模拟、波形聚类、属性融合等地震沉积学技术方法对蓬莱地区震旦系灯二段丘滩体进行了识别与刻画。研究结果表明:①四川盆地蓬莱地区震旦系灯二段沉积期,蓬莱地区整体表现为碳酸盐岩台地沉积,可分为丘滩复合体、丘滩间海、台坪、局限潟湖等4种沉积亚相。②通过地震-岩性精细标定,建立了地震相与沉积相带间的良好对应关系,其中高能丘滩相带在地震剖面上表现为低幅丘状外形、内部杂乱或断续—弱断续反射、内幕核部亮点反射特征。基于地震相约束下的主成分分析(PCA)多属性融合技术可以有效地提升丘滩复合体识别精度。③灯二段丘滩分布具有分区分带的特点,磨溪地区SQ1沉积期丘滩较蓬莱地区发育,至SQ2沉积期,蓬莱地区丘滩发育规模变大,滩核微相发育范围广,而磨溪地区以台坪沉积为主,丘滩仅在局部零星发育。 展开更多
关键词 丘滩复合体 地震沉积学 多属性分析 低幅丘状 杂乱反射 亮点反射 灯影组二段 震旦系 蓬莱地区 四川盆地
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基于主动学习PC-Kriging模型的复杂结构可靠性分析方法
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作者 陈吉清 张钰奇 +2 位作者 兰凤崇 周云郊 王俊峰 《汽车工程》 北大核心 2025年第2期383-390,共8页
对于复杂结构可靠性设计中多维设计变量和隐式非线性响应的问题,构造准确的代理模型是一种有效的解决方法。然而,基于预设样本量的试验设计来构建代理模型,可能面临效率低下或准确性不足的挑战。为此,提出一种主动学习PC-Kriging模型的... 对于复杂结构可靠性设计中多维设计变量和隐式非线性响应的问题,构造准确的代理模型是一种有效的解决方法。然而,基于预设样本量的试验设计来构建代理模型,可能面临效率低下或准确性不足的挑战。为此,提出一种主动学习PC-Kriging模型的可靠性分析方法,结合多项式混沌展开增强全局近似精度以及Kriging捕捉局部特征的优点,利用主动学习策略,自适应地选择最佳样本点,最大程度减少训练样本量,即减少结构性能分析的计算成本,提高分析效率。进一步构建主动学习PC-Kriging模型驱动的多软件协同设计框架,对前、后处理软件进行二次开发,实现参数化建模、性能分析和后处理的无缝连接,形成一套自动化分析流程。最后,以电池包结构为例进行可靠性分析,验证本文方法的高效性和准确性。 展开更多
关键词 结构可靠性分析 主动学习 代理模型 PC-Kriging 多软件协同
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基于快堆堆芯中子学计算软件MOSASAUR的物理-热工耦合计算方法研究
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作者 张斌 王连杰 +1 位作者 娄磊 赵晨 《原子能科学技术》 北大核心 2025年第3期656-665,共10页
为满足快堆堆芯稳态及瞬态分析计算,本文在铅冷快堆堆芯中子学计算程序MOSASAUR的基础上,开展了物理-热工耦合计算方法研究。MOSASAUR程序是基于确定论两步法计算策略,由截面生成、能谱修正、堆芯计算及不确定性分析4个模块组成。本文... 为满足快堆堆芯稳态及瞬态分析计算,本文在铅冷快堆堆芯中子学计算程序MOSASAUR的基础上,开展了物理-热工耦合计算方法研究。MOSASAUR程序是基于确定论两步法计算策略,由截面生成、能谱修正、堆芯计算及不确定性分析4个模块组成。本文采用刚性限制法求解三维时空动力学方程,拓展了MOSASAUR中堆芯计算中的瞬态分析能力;基于子通道程序COBRA-YT扩展了其对液态金属冷却反应堆的热工水力计算能力,并与MOSASAUR耦合,作为热工反馈模块;采用不动点迭代法耦合了物理中子场及温场,最终形成了快堆堆芯稳态及瞬态的物理热工耦合计算。本文采用LMW基准题和ORAL19棒束问题分别对三维时空动力学计算和热工水力计算进行了模块验证;基于MicroURANUS堆芯进行了堆芯稳态及瞬态耦合计算的验证。数值结果显示,基于快堆堆芯中子学计算程序MOSASAUR的多物理耦合计算具有较高的计算精度。 展开更多
关键词 多物理耦合 铅冷快堆 瞬态分析 热工水力计算 MOSASAUR
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