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分数阶混沌化学反应系统的有限时间追踪控制
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作者 侯朋余 赵小山 《南阳理工学院学报》 2020年第6期118-121,共4页
基于有限时间稳定性理论研究了一个分数阶化学反应混沌系统,利用分数阶微分的性质,将有限时间控制和追踪控制相结合,提出了有限时间追踪控制。通过设计合适的控制器,计算分析了该控制方法在理论上的可行性,实现了分数阶化学反应混沌系... 基于有限时间稳定性理论研究了一个分数阶化学反应混沌系统,利用分数阶微分的性质,将有限时间控制和追踪控制相结合,提出了有限时间追踪控制。通过设计合适的控制器,计算分析了该控制方法在理论上的可行性,实现了分数阶化学反应混沌系统对任意目标状态的追踪,并通过数值仿真验证了该控制方法在控制过程中的有效性和快速稳定性。 展开更多
关键词 分数化学反应混沌系统 有限时间控制 追踪控制 分数阶微积分
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大麻籽粕营养成分研究 被引量:8
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作者 马黎 陈克磷 +2 位作者 张曦 冷静 郭荣富 《云南农业大学学报》 CAS CSCD 2007年第4期608-610,共3页
为了开发利用大麻籽粕,探讨其作为蛋白质饲料的可能性和可行性,首次按照国标方法对其进行了化学成分和氨基酸成分测定,计算了氨基酸化学分数。结果:大麻籽粕的粗蛋白质、粗脂肪、粗纤维、粗灰分分别为35.2%,0.5%,24.4%和8.7%,富含精氨... 为了开发利用大麻籽粕,探讨其作为蛋白质饲料的可能性和可行性,首次按照国标方法对其进行了化学成分和氨基酸成分测定,计算了氨基酸化学分数。结果:大麻籽粕的粗蛋白质、粗脂肪、粗纤维、粗灰分分别为35.2%,0.5%,24.4%和8.7%,富含精氨酸、甘氨酸、丝氨酸和亮氨酸,蛋氨酸含量较低,蛋氨酸、胱氨酸和赖氨酸分别是大麻籽粕的第一、第二和第三限制性氨基酸,表明大麻籽粕可作为蛋白质饲料资源部分替代豆粕,但要在大麻籽的脱壳、提油工艺上注意提高粗脂肪含量、降低粗纤维含量,并注意氨基酸的平衡。 展开更多
关键词 大麻籽粕 化学成分 氨基酸成分 化学分数
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坝上地区古土壤环境变化信息研究 被引量:4
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作者 盛学斌 孙建中 +1 位作者 刘云霞 冯建斌 《土壤与环境》 CSCD 2000年第2期87-90,共4页
坝上地区为最典型的生态环境脆弱带。通过对10ka以来形成的古沙丘,古土壤剖面和湖泊变化的分析,结果表明,(1)10-6.9kaB.P.为泳后期升温时期,湖泊处于高水位;(2)6.9~3.0kaB.P.为大暖期,发育了... 坝上地区为最典型的生态环境脆弱带。通过对10ka以来形成的古沙丘,古土壤剖面和湖泊变化的分析,结果表明,(1)10-6.9kaB.P.为泳后期升温时期,湖泊处于高水位;(2)6.9~3.0kaB.P.为大暖期,发育了4层古土壤,其同有4~5次小的冷湿皮动,5.4kaB。.P湖派生开始逐渐萎缩,到2.1kaB.P.时水位下降了2.7m,(3)3.0kaB.P.以后总的趋势是向干埋变化。 展开更多
关键词 坝上地区 环境变化 古土壤层 化学元素质量分数
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Electrochemical and corrosion behaviors of pure Mg in neutral 1.0% NaCl solution 被引量:1
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作者 蔡超 张昭 +2 位作者 卫中领 杨建锋 李劲风 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第4期970-976,共7页
The corrosion behaviors and corresponding electrochemical impedance spectroscopy(EIS) and polarization curves of pure Mg in neutral 1.0% NaCl solution were investigated.The fractal dimension of EIS at different time... The corrosion behaviors and corresponding electrochemical impedance spectroscopy(EIS) and polarization curves of pure Mg in neutral 1.0% NaCl solution were investigated.The fractal dimension of EIS at different time was studied.The corrosion process and EIS evolution are divided into three stages.In the initial stage,EIS is composed of two overlapped capacitive arcs,the polarization resistance and charge transfer resistance increase rapidly with immersion time,and the corrosion rate decreases.Then,two well-defined capacitive arcs appear,and the charge transfer resistance and corrosion rate remain stable.After a long immersion time,inductive component appears in a low frequency range,the charge transfer resistance decreases and the corrosion rate increases with the immersion time.The fractal dimension obtained from the time records of EIS seems to be a promising tool for the analysis of corrosion morphology because of its direct relationship with the metal surface. 展开更多
关键词 pure Mg CORROSION electrochemical impedance spectroscopy(EIS) fractal dimension
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Thermal decomposition of ammonium hexafluoroaluminate and preparation of aluminum fluoride 被引量:1
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作者 胡宪伟 李琳 +4 位作者 高炳亮 石忠宁 李欢 刘敬敬 王兆文 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2011年第9期2087-2092,共6页
The thermal decomposition process of (NH4)3AlF6 was studied by DTA-TGA method and the related thermodynamic data were obtained. The results show that AlF3 is obtained after three-step decomposition reaction of (NH4... The thermal decomposition process of (NH4)3AlF6 was studied by DTA-TGA method and the related thermodynamic data were obtained. The results show that AlF3 is obtained after three-step decomposition reaction of (NH4)3AlF6, and the solid products of the first two decomposition reactions are NH4AlF4 and AlF3(NH4F)0.69, respectively. The three reactions occur at 194.9, 222.5 and 258.4 ℃, respectively. Gibbs free energy changes of pertinent materials at the reaction temperatures were calculated. Enthalpy and entropy changes of the three reactions were analyzed by DSC method. Anhydrous aluminum fluoride was prepared. The XRD analysis and mass loss calculation show that AlF3 with high purity can be obtained by heating (NH4)3AlF6 at 400 ℃ for 3 h. 展开更多
关键词 ammonium hexafluoroaluminate thermal decomposition aluminum fluoride thermodynamic data
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Characterization of pitting corrosion of 7A60 aluminum alloy by EN and EIS techniques 被引量:10
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作者 王学慧 王吉会 付丛伟 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2014年第12期3907-3916,共10页
The pitting corrosion behaviors of 7A60 aluminum alloy in the retrogression and re-aging (RRA) temper were investigated by electrochemical impedance spectroscopy (EIS) and electrochemical noise (EN) techniques, ... The pitting corrosion behaviors of 7A60 aluminum alloy in the retrogression and re-aging (RRA) temper were investigated by electrochemical impedance spectroscopy (EIS) and electrochemical noise (EN) techniques, and the microstructure and the second phase content of the alloy were observed and determined by scanning electron microscopy (SEM) and energy dispersive spectrometer (EDS). The results show that there exist two different corrosion stages for 7A60 alloy in 3.5%NaCl solution, and the corrosion process can be detected by the appearance of EIS spectrum with two capacitive time constants and the wavelet fractal dimension D extracted from EN. SEM and EDS results also demonstrate that severe pitting corrosion in 7A60 alloy is mainly caused by electrochemical active MgZn2 particles, secondly by Al2MgCu and Mg2Si. Al7Cu2Fe particles make little contribution to the pitting corrosion of 7A60 alloy. 展开更多
关键词 7A60 aluminum alloy constituent particles pitting corrosion electrochemical impedance spectroscopy electrochemical noise wavelet fractal dimension
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Digital characterization and mathematic model of sodium penetration into cathode material for aluminum electrolysis 被引量:5
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作者 吕晓军 李庆余 +1 位作者 赖延清 李劼 《Journal of Central South University》 SCIE EI CAS 2009年第1期96-100,共5页
The sodium expansion curves of semi-graphitic cathode measured with the improved Rapoport-Samoilenko apparatus. The and TiB2/C composite cathode with different TiB2 contents were mathematic model of the sodium expansi... The sodium expansion curves of semi-graphitic cathode measured with the improved Rapoport-Samoilenko apparatus. The and TiB2/C composite cathode with different TiB2 contents were mathematic model of the sodium expansion was deduced on the basis of the experimental results. The sodium expansion parameter (a) and penetration rate factor (Q), were introduced into the model The model was validated with the experimental sodium expansion curves self-measured and reported. The results show that the variation tendency of the sodium expansion parameter (a) and penetration rate factor (Q) is consistent with that of the experimental curves. The model is capable of not only conveniently judging the cathode quality, but also favorably establishing a unified standard of the resistance to sodium penetration of cathode. 展开更多
关键词 aluminum electrolysis CATHODE sodium expansion modeling CHARACTERIZATION
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Coupled Modified Korteweg-de Vries Lattice in (2+1) Dimensions and Soliton Solutions 被引量:2
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作者 YANG Hong-Xiang LI Xiu-Zhen +1 位作者 XU Xi-Xiang DING Hai-Yong 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第4期581-586,共6页
The coupled semi-discrete modified Korteweg-de Vries equation in (2+1)-dimensions is proposed, it is shown that it, can be decomposed into two (1+1)-dimensional differential-difference equations belonging to mKd... The coupled semi-discrete modified Korteweg-de Vries equation in (2+1)-dimensions is proposed, it is shown that it, can be decomposed into two (1+1)-dimensional differential-difference equations belonging to mKdV lattice hierarchy by considering a discrete isospeetral problem. A Darboux transformation is set up for the resulting (2+1)- dimensional lattice soliton equation with the help of gauge transformations of Lax pairs. As an illustration by example, the soliton solutions of the mKdV lartice equation in (2+1)-dimensions are explicitly given, 展开更多
关键词 modified Korteweg-de Vries lattice Darboux transformation soliton solutions
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Soil Heavy Metal Pollution Around the Dabaoshan Mine,Guangdong Province,China 被引量:68
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作者 ZHOU Jian-Min DANG Zhi +1 位作者 CAI Mei-Fang LIU Cong-Qiang 《Pedosphere》 SCIE CAS CSCD 2007年第5期588-594,共7页
Soil contamination in the vicinity of the Dabaoshan Mine, Guangdong Province, China, was studied through determi- nation of total concentrations and chemical speciation of the toxic metals, Cu, Zn, Cd, and Pb, using i... Soil contamination in the vicinity of the Dabaoshan Mine, Guangdong Province, China, was studied through determi- nation of total concentrations and chemical speciation of the toxic metals, Cu, Zn, Cd, and Pb, using inductively coupled plasma mass spectrometry. The results showed that over the past decades, the environmental pollution was caused by a combination of Cu, Zn, Cd, and Pb, with tailings and acid mine drainage being the main pollution sources affecting soils. Significantly higher levels (P ≤ 0.05) of Cu, Zn, Cd, and Pb were found in the tailings as compared with paddy, garden, and control soils, with averages of 1486, 2516, 6.42, and 429 mg kg^-1, respectively. These metals were continuously dispersed downstream from the tallings and waste waters, and therefore their concentrations in the paddy soils were as high as 567, 1 140, 2.48, and 191 mg kg^-1, respectively, being significantly higher (P ≤ 0.05) as compared with those in the garden soils. The results of sequential extraction of the above metals from all the soil types showed that the residual fraction was the dominant form. However, the amounts of metals that were bound to Fe-Mn oxides and organic matter were relatively higher than those bound to carbonates or those that existed in exchangeable forms. As metals could be transformed from an inert state to an active state, the potential environmental risk due to these metals would increase with time. 展开更多
关键词 chemical speciation combined pollution index (CPI) contaminated soil heavy metals
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Properties of Bio-oil from Fast Pyrolysis of Rice Husk 被引量:14
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作者 郭秀娟 王树荣 +2 位作者 王琦 郭祚刚 骆仲泱 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2011年第1期116-121,共6页
Physicochemical properties of bio-oil obtained from fast pyrolysis of rice husk were studied in the present work.Molecular distillation was used to separate the crude bio-oil into three fractions viz.light fraction,mi... Physicochemical properties of bio-oil obtained from fast pyrolysis of rice husk were studied in the present work.Molecular distillation was used to separate the crude bio-oil into three fractions viz.light fraction,middle fraction and heavy fraction.Their chemical composition was analyzed by gas chromatograph and mass spectrometer(GC-MS).The thermal behavior,including evaporation and decomposition,was investigated using thermogravimetric analyzer coupled with Fourier transform infrared spectrometer(TG-FTIR).The product distribution was significantly affected by contents of cellulose,hemicellulose and lignin.The bio-oil yield was 46.36%(by mass) and the yield of gaseous products was 27%(by mass).The chemicals in the bio-oil included acids,aldehydes,ketones,alcohols,phenols,sugars,etc.The light fraction was mainly composed of acids and compounds with lower boiling point temperature,the middle and heavy fractions were consisted of phenols and levoglucosan.The thermal stability of the bio-oil was determined by the interactions and intersolubility of compounds.It was found that the thermal stability of bio-oil was better than the light fraction,but worse than the middle and heavy fractions. 展开更多
关键词 biochemical engineering BIO-OIL fast pyrolysis DECOMPOSITION DISTILLATION
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Automatic Analysis Reporting for Hydro-Chemical Data Using Updated DurovPwin Program 被引量:1
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作者 Abdelaziz Mohammed A1-Bassam Ahmad Rabie Khalil Osama Mohammed Kaoud Kassem 《Journal of Agricultural Science and Technology(B)》 2013年第10期757-768,共12页
Graphical representation of groundwater major dissolved constituents greatly help researchers in understanding the hydro-chemical evolution, grouping and areal distribution. Durov diagram is one of the most widely use... Graphical representation of groundwater major dissolved constituents greatly help researchers in understanding the hydro-chemical evolution, grouping and areal distribution. Durov diagram is one of the most widely used technique but it requires a lot of tedious calculations. The DurovPlot program, which is used to plot the expanded Durov diagram as a graphical representation of groundwater major dissolved constituents is working on Disk Operating System (DOS) environment. Therefore, the need of a new program working under windows is a must. The program termed as DurovPwinis developed using Microsoft visual studio 2010. The DurovPwin program not only calculates the Durov coordinates and plot it, but also plots the total dissolved solids (TDS) on logarithmic scale and the measure of the activity of hydrogen ion (pH) of the given samples. The updated DurovPwin adds many features such as interface with Microsoft Office package (Word and Excel) to read the input chemical elements and automatically write result interpretation report. The user facility to group wells based on data features is added and the selection of the electric balance tolerance (10% as default) value is given. Another feature of the modified DurovPwinis has the ability to do useful X-Y plot for different hydro-chemical parameters to assist in data interpretation. The sodium adsorption ratio (SAR) is also calculated and written in the final report. Also, in the present study, the usability of the new version of DurovPwin program has been tested on the chemical data from 59 groundwater samples collected from A1-Jawf area, Saudi Arabia. The collected water samples were mainly from the Secondary-Tertiary-Quaternary (STQ) aquifer and some from Tawil and Jaufaquifers. The grouping of the major ions in the three aquifers have been displayed and presented using the DurovPwin program. The TDS values of Tawil aquifer ranges from 257.9 to 822.3 (2.4115 to 2.915) and for Jawf aquifer from 494.4 to 1,070 (2.6941 to 3.0294) and for STQ aquifer ranges from 399.5 to 9,861.8 (2.6015 to 3.994). The pH for the three aquifers ranges from 7 to 7.9, 7.6 to 7.8 and 7.2 to 8.3, respectively. 展开更多
关键词 Durov diagram hydro-chemical analysis ground water DurovPlot DurovPwin program.
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Food Additives-Ascorbic Acid Quality Assay Test Intelligent Management 被引量:1
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作者 Hairui Zhang Li Zhang +1 位作者 Helin Ye Guofu Zhang 《Journal of Chemistry and Chemical Engineering》 2018年第1期20-25,共6页
In this paper, based on the analysis and test methods of national standards (GB 14754-2010) and chemical analysis and test items carried out by chemical enterprises, a set of automatic processing of quality analysis... In this paper, based on the analysis and test methods of national standards (GB 14754-2010) and chemical analysis and test items carried out by chemical enterprises, a set of automatic processing of quality analysis test data of ascorbic acid products was developed by using access database technology and Visual Basic programming language system, and its stability was investigated. The results show that the software can manage intelligently all aspects of the quality analysis and test of ascorbic acid products, uploading timely the data and results of the analysis and inspection to the network and saving it for users, enterprises and quality management, which set up a network of information sharing platform to ensure the authenticity and reliability of measurement results, improving greatly the speed of data processing, saving valuable time, reducing production costs with good economic efficiency and social benefit. It has practical value for ascorbic acid quality analysis test data processing automatically the results of the implementation of intelligent management. 展开更多
关键词 Food additive ascorbic acid quality analysis test intelligent management software development.
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Trial Equation Method to Nonlinear Evolution Equations with Rank Inhomogeneous: Mathematical Discussions and Its Applications 被引量:8
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作者 LIU Cheng-Shi 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第2期219-223,共5页
A trial equation method to nonlinear evolution equation with rank inhomogeneous is given. As appncations, the exact traveling wave solutions to some higher-order nonlinear equations such as generalized Boussinesq equa... A trial equation method to nonlinear evolution equation with rank inhomogeneous is given. As appncations, the exact traveling wave solutions to some higher-order nonlinear equations such as generalized Boussinesq equation, generalized Pochhammer-Chree equation, KdV-Burgers equation, and KS equation and so on, are obtained. Among these, some results are new. The proposed method is based on the idea of reduction of the order of ODE. Some mathematical details of the proposed method are discussed. 展开更多
关键词 trial equation method solvable equation nonlinear evolution equation exact solution
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Exact Solutions for a Nonisospectral and Variable-Coefficient KdV Equation 被引量:1
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作者 DENGShu-Fang 《Communications in Theoretical Physics》 SCIE CAS CSCD 2005年第6期961-964,共4页
The bilinear form for a nonisospectral and variable-coefficient KdV equation is obtained and some exact soliton solutions are derived through Hirota method and Wronskian technique. We also derive the bilmear transform... The bilinear form for a nonisospectral and variable-coefficient KdV equation is obtained and some exact soliton solutions are derived through Hirota method and Wronskian technique. We also derive the bilmear transformation from its Lax pairs and End solutions with the help of the obtained bilinear transformation. 展开更多
关键词 nonisospectral and variable-coefficient KdV equation Hirota method Wronskian technique TRANSFORMATION
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Synthesis and thermoelectric properties of Mg_2Si_(1-x)Sn_x solid solutions by microwave irradiation 被引量:4
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作者 周书才 白晨光 《Journal of Central South University》 SCIE EI CAS 2012年第9期2421-2424,共4页
In order to reduce the oxidizing and volatilizing caused by Mg element in the traditional methods for synthesizing Mg2Sil-xSnx (x=0.2, 0.4, 0.6, 0.8) solid solutions, microwave irradiation techniques were used in pr... In order to reduce the oxidizing and volatilizing caused by Mg element in the traditional methods for synthesizing Mg2Sil-xSnx (x=0.2, 0.4, 0.6, 0.8) solid solutions, microwave irradiation techniques were used in preparing them as thermoelectric materials. Structure and phase composition of the obtained materials were investigated by X-ray diffraction (XRD). The electrical conductivity, Seebeck coefficient and thermal conductivity were measured as a function of temperature from 300 to 750 K. It is found that Mg2Si1-xSnx solid solutions are well formed with excessive content of 5% (molar fraction) Mg from the stoichiometric MgESil.xSnx under microwave irradiation. A maximum dimensionless figure of merit, ZT, of about 0.26 is obtained for Mg2Si1-xSnx solid solutions at about 500 K for x=0.6. 展开更多
关键词 Mg2Si1-xSnx thermoelectric material solid solution microwave synthesis
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Equilibrium morphology of gas–liquid Janus droplets: A numerical analysis of buoyancy effect 被引量:1
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作者 Shaobin Zhang Helen Yan +2 位作者 Yuhao Geng Ke Wang Jianhong Xu 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2018年第10期2121-2126,共6页
In this article, a theoretical model for predicting the equilibrium morphology of gas–liquid Janus droplets was built. Based on this model, the effects of bubble radius and volume ratio on morphology change was syste... In this article, a theoretical model for predicting the equilibrium morphology of gas–liquid Janus droplets was built. Based on this model, the effects of bubble radius and volume ratio on morphology change was systematically studied. The increase of bubble radius causes the two parts(bubble and oil drop) in Janus droplets tend to merge while the impact of volume ratio is complicated. When volume ratio increases, these two parts firstly tend to merge, then gradually separate. The accuracy of this model was verified by experimental results. 展开更多
关键词 MICROFLUIDICS Gas–liquid–liquid emulsion Janus droplets
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Isochronal and isothermal crystallization in Zr_(55)Cu_(30)Ni_5Al_(10) bulk metallic glass 被引量:2
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作者 J.C.QIAO J.M.PELLETIER 《Transactions of Nonferrous Metals Society of China》 SCIE EI CAS CSCD 2012年第3期577-584,共8页
Non-isothermal crystallization transformation kinetics and isothermal crystallization kinetics in super-cooled liquid region(SLR) in Zr55Cu30Ni5Al10 bulk metallic glasses were studied by differential scanning calori... Non-isothermal crystallization transformation kinetics and isothermal crystallization kinetics in super-cooled liquid region(SLR) in Zr55Cu30Ni5Al10 bulk metallic glasses were studied by differential scanning calorimetry(DSC) and X-ray diffraction(XRD).In isochronal mode,the average values of activation energy in Zr55Cu30Ni5Al10 bulk metallic glass determined by different models(Kissinger method,Flynn-Wall-Ozawa method and Augis-Bennett method) are in good agreement with each other.In addition,the isothermal transformation kinetics in Zr55Cu30Ni5Al10 bulk metallic glasses was described by the Johnson-Mehl-Avrami(JMA) model.For Zr55Cu30Ni5Al10 bulk metallic glass,the Avrami exponent n ranges from 2.2 to 2.9,indicating that crystallization mechanism in the bulk metallic glass was mainly diffusion-controlled;crystal growth is controlled by long range ordering diffusion in three-dimensional growth during isothermal crystallization process.The average value of activation energy in Zr55Cu30Ni5Al10 bulk metallic glass is 469 kJ/mol in isothermal transformation process. 展开更多
关键词 Zr55Cu30Ni5Al10 metallic glass thermal analysis crystallization kinetics Avrami exponent
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Measurement and Correlation of Partition Coefficients of Baicalin in EOPO/Salt Aqueous Two-Phase Systems 被引量:1
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作者 李伟 朱自强 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2002年第6期666-669,共4页
The partition coefficients of baicalin were measured in ethylene oxide and propylene oxide (EOPO)/salt aqueous two-phase systems at 298.15K. It was found that most of baicalin partitioned into EOPO-rich phase. The par... The partition coefficients of baicalin were measured in ethylene oxide and propylene oxide (EOPO)/salt aqueous two-phase systems at 298.15K. It was found that most of baicalin partitioned into EOPO-rich phase. The partition coefficients of baicalin varied from 10 to 120. The effect of various factors, including tie-line length, salt composition, molecular weight of EOPO, and solution pH, on the partition behavior was investigated in EOPO/salt systems. Furthermore the partition coefficients of baicalin were correlated using the modified Diamond-Hsu model. Good agreement with experimental data is obtained. The average relative deviations are less than 5.0%. 展开更多
关键词 aqueous two-phase system ethylene oxide and proplene oxide partition coefficient BAICALIN
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Darboux Transformation for Tzitzeica Equation 被引量:1
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作者 ZHU Jun-Yi GENG Xian-Guo 《Communications in Theoretical Physics》 SCIE CAS CSCD 2006年第4期577-580,共4页
We present a Darboux transformation for Tzitzeica equation associated with 3 × 3 matrix spectral problem.The explicit solution of Tzitzeica equation is obtained,
关键词 Darboux transformation nonlinear evolution equation soliton solutions
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Using Self-referencing Interlaced Submatrices to Determine the Number of Chemical Species in a Mixture
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作者 Miao Wang Wan-ping Wang Li-min Shao 《Chinese Journal of Chemical Physics》 SCIE CAS CSCD 2018年第6期818-826,734,共10页
Determining the number of chemical species is the first step in analyses of a chemical or biological system. A novel method is proposed to address this issue by taking advantage of frequency differences between chemic... Determining the number of chemical species is the first step in analyses of a chemical or biological system. A novel method is proposed to address this issue by taking advantage of frequency differences between chemical information and noise. Two interlaced submatrices were obtained by downsampling an original data spectra matrix in an interlacing manner. The two interlaced submatrices contained similar chemical information but different noise levels. The number of relevant chemical species was determined through pairwise comparisons of principal components obtained by principal component analysis of the two interlaced submatrices. The proposed method, referred to as SRISM, uses two self-referencing interlaced submatrices to make the determination. SRISM was able to selectively distinguish relevant chemical species from various types of interference factors such as signal overlapping, minor components and noise in simulated datasets. Its performance was further validated using experimental datasets that contained high-levels of instrument aberrations, signal overlapping and collinearity. SRISM was also applied to infrared spectral data obtained from atmospheric monitoring. It has great potential for overcoming various types of interference factor. This method is mathematically rigorous, computationally efficient, and readily automated. 展开更多
关键词 Number of chemical species Bilinear two-way data matrix Interlaced submatrix Principal component analysis
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