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Assessment of Several Moist Adiabatic Processes Associated with Convective Energy Calculation 被引量:7
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作者 李耀东 高守亭 刘健文 《Advances in Atmospheric Sciences》 SCIE CAS CSCD 2004年第6期941-950,共10页
Several methods dealing with the moist adiabatic process are described in this paper. They are based on static energy conservation, pseudo-equivalent potential temperature conservation, the strict pseudo- adiabati... Several methods dealing with the moist adiabatic process are described in this paper. They are based on static energy conservation, pseudo-equivalent potential temperature conservation, the strict pseudo- adiabatic equation, and the reversible moist adiabatic process, respectively. Convective energy parame- ters, which are closely related to the moist adiabatic process and which re?ect the gravitational e?ects of condensed liquid water, are reintroduced or de?ned, including MCAPE [Modi?ed-CAPE (convective avail- able potential energy)], DCAPE (Downdraft-CAPE), and MDCAPE (Modi?ed-Downdraft-CAPE). Two real case analyses with special attention given to condensed liquid water show that the selection of moist adiabatic process does a?ect the calculated results of CAPE and the gravitational e?ects of condensed liq- uid water are not negligible in severe storms. Intercomparisons of these methods show that static energy conservation is consistent with pseudo-equivalent potential temperature conservation not only in physical properties but also in calculated results, and both are good approximations to the strict pseudo-adiabatic equation. The lapse rate linked with the reversible moist adiabatic process is relatively smaller than that linked with other moist adiabatic processes, especially when considering solidi?cation of liquid water in the reversible adiabatic process. 展开更多
关键词 moist adiabatic processes modified convective available potential energy downdraft con-vective available potential energy modified downdraft convective available potential energy reversible moist adiabatic process liquid water
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Spatial heterogeneity of soil water content in the reversion process of desertification in arid areas 被引量:3
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作者 QuanLin MA Fang CHENG +3 位作者 YouJun LIU FangLin Wang DeKuai ZHANG HuJia JIN 《Journal of Arid Land》 SCIE 2011年第4期268-277,共10页
Sandy soils in arid,rain-fed environments have low and limited water content,which is a principal factor limiting vegetation development,and a key constraint controlling the structure and functions of the ecological s... Sandy soils in arid,rain-fed environments have low and limited water content,which is a principal factor limiting vegetation development,and a key constraint controlling the structure and functions of the ecological systems in arid areas.The spatial heterogeneity of soil water content is a major soil property,and a focus of soil science and hydrology.On the southern edge of the Tengger Desert,sample plots were selected from mobile sand dunes in desertified lands that had been enclosed for 5,15 and 25 years,respectively.This study explored the dynamic and spatial heterogeneity of soil water content in these different layers of soil that were also in the reversion process of desertification.The results showed that the soil water content of the mobile sand dunes was highest when in the initial stages of the reversion process of desertification,while the soil water content in the 0-20 cm,20-40 cm and 40-60 cm layers of soil was 1.769%,3.011%,and 2.967% respectively,presenting a restoring tendency after 25 years of enclosure.There were significant differences,as a whole,in the soil water content among different restoration stages and different soil layers,respectively.Changes in soil water content,in different soil layers,at different restoration stages,exhibited exponential or spherical patterns.The spatial distribution of soil water content exhibited a mosaic patch pattern with obvious spatial heterogeneity.The ratio of the heterogeneity of spatial autocorrelation to gross spatial heterogeneity was greater than 50%.The gross spatial heterogeneity of the 0-20 cm layer of soil improved gradually,while those of the 20-40 cm and 40-60 cm layers improved initially,then weakened in the reversion process of desertification.This study revealed that restoration with sand-binding vegetation reduced soil water content,and increased its spatial heterogeneity in arid areas.However,after 25 years of vegetation-soil system restoration,the soil water content started to increase and its spatial heterogeneity started to weaken.These results will further benefit the understanding of the ecological mechanism between soil water and sand-binding vegetation. 展开更多
关键词 Tengger Desert reversion process of desertification soil water content sand-binding vegetation geostatistical analysis
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Reversal process of the South China Sea western boundary current in autumn 2011
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作者 张志欣 郭景松 郭炳火 《Chinese Journal of Oceanology and Limnology》 SCIE CAS CSCD 2016年第3期608-618,共11页
Using merged sea level anomaly and absolute geostrophic velocity products from satellite altimetry and Argos drifter data, we analyzed the reversal process of the South China Sea (SCS) westem boundary current (SCS... Using merged sea level anomaly and absolute geostrophic velocity products from satellite altimetry and Argos drifter data, we analyzed the reversal process of the South China Sea (SCS) westem boundary current (SCSwbc) from a summer to winter pattern in 2011 and important oceanic phenomena during this process. Results show that the outbreak time of the northeast monsoon over the southern SCS lagged that over the northern SCS by about 1 month. During the SCS monsoon reversal period, the SCSwbc reversed rapidly into the winter pattern at the Guangdong continental slope in late September. Subsequently, the southward Vietnam coastal boundary current strengthened. However, the northward Natuna Current maintained a summer state until mid-October. Thus, the balance between the southward and northward currents was lost when they met, their junction moved gradually southward. However, a loop current formed southeast of Vietnam because the main stream of the Vietnam Offshore Current (VOC) remained near its original latitude, Meanwhile, the VOC and associated dipole circulation system strengthened. After mid- October, the northward Natuna Current began to weaken, the loop current finally shed, becoming a cool ring. The VOC and its associated dipole sub-basin circulation system also weakened gradually until it disappeared. 展开更多
关键词 South China Sea western boundary current reversal process northeast monsoon
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Investigation of magnetization reversal process in pinned CoFeB thin film by in-situ Lorentz TEM
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作者 Ke Pei Wei-Xing Xia +5 位作者 Bao-Min Wang Xing-Cheng Wen Ping Sheng Jia-Ping Liu Xin-Cai Liu Run-Wei Li 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第4期465-471,共7页
Exchange bias effect has been widely employed for various magnetic devices.The experimentally reported magnitude of exchange bias field is often smaller than that predicted theoretically,which is considered to be due ... Exchange bias effect has been widely employed for various magnetic devices.The experimentally reported magnitude of exchange bias field is often smaller than that predicted theoretically,which is considered to be due to the partly pinned spins of ferromagnetic layer by antiferromagnetic layer.However,mapping the distribution of pinned spins is challenging.In this work,we directly image the reverse domain nucleation and domain wall movement process in the exchange biased Co Fe B/Ir Mn bilayers by Lorentz transmission electron microscopy.From the in-situ experiments,we obtain the distribution mapping of the pinning strength,showing that only 1/6 of the ferromagnetic layer at the interface is strongly pinned by the antiferromagnetic layer.Our results prove the existence of an inhomogeneous pinning effect in exchange bias systems. 展开更多
关键词 exchange bias magnetization reversal process Lorentz transmission electron microscopy pinning effect distribution
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Magnetization Reversal Process of Single Crystal a-Fe Containing a Nonmagnetic Particle
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作者 李翼 徐贲 +3 位作者 胡深洋 李玉兰 李丘林 刘伟 《Chinese Physics Letters》 SCIE CAS CSCD 2015年第6期155-158,共4页
The magnetization reversal process and hysteresis loops in a single crystal α-iron with nonmagnetic particles are simulated in this work based on the Landau-Lifshitz-Gilbert equation. The evolutions of the magnetic d... The magnetization reversal process and hysteresis loops in a single crystal α-iron with nonmagnetic particles are simulated in this work based on the Landau-Lifshitz-Gilbert equation. The evolutions of the magnetic domain morphology are studied, and our analyses show that the magnetization reversal process is affected by the interaction between the moving domain wall and the existing nonmagnetic particles. This interaction strongly depends on the size of the particles, and it is found that particles with a particular size contribute the most to magnetic hardening. 展开更多
关键词 Magnetization Reversal process of Single Crystal a-Fe Containing a Nonmagnetic Particle DW FE
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A Novel Approach to Clean Tanning Technology 被引量:5
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作者 Jing Li Lan Yan +1 位作者 Bi Shi Jing Zhang 《Journal of Chemistry and Chemical Engineering》 2013年第12期1203-1212,共10页
Traditional chrome tanning technology is still widely used today. In this technology, chrome shaving as well as chrome contained effluent in tanning and retanning processes is a big issue in the industry. Wet white ta... Traditional chrome tanning technology is still widely used today. In this technology, chrome shaving as well as chrome contained effluent in tanning and retanning processes is a big issue in the industry. Wet white tanning technology has been gaining in importance in recent years, but in general, the comprehensive performance of chrome-free tanned leather is not comparable with that of chrome tanned leather. In the present work, chrome-free tanning and chrome tanning are combined in a reversed procedure, which produces leather with chrome tanned leather quality without chrome tanned leather waste problems. In this procedure, a special amphoteric organic compound, no pickle, no salt chrome-free tanning agent TWT was used to tan delimed hides (no pickle) making wet white with shrinking temperature at 80-85 ~C. Then, new method called reversed tanning further process the wet white into chrome-tanned crust. In this reversed method, retanning, fatliquoring and coloring processes were carried out before chrome tanning. This technology eliminates chrome waste issue in tanning, shaving, post tanning processes. The chrome contained effluent is only concentrated in the last chrome tanning process. The leather made with this technology has complete conventional chrome-tanned leather quality. In this way, chrome leather quality without chrome waste problems was achieved. So, it is a new clean tanning technology. 展开更多
关键词 Chrome-free tanning wet-white reversed tanning process chrome tanning post tanning.
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MICRO ELECTRICAL DISCHARGE MACHINING DEPOSITION IN AIR 被引量:6
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作者 JIN Baidong ZHAO Wansheng WANG Zhenlong CAO Guohui 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2006年第4期622-625,共4页
A new deposition method is described using micro electrical discharge machining (EDM) to deposit tool electrode material on workpiece in air. The basic principles of micro electrical discharge deposition (EDD) are... A new deposition method is described using micro electrical discharge machining (EDM) to deposit tool electrode material on workpiece in air. The basic principles of micro electrical discharge deposition (EDD) are analyzed and the realized conditions are predicted. With an ordinary EDM shaping machine, brass as the electrode, high-speed steel as the workpiece, a lot of experiments are carried out on micro EDD systematically and thoroughly. The effects of major processing parameters, such as the discharge current, discharge duration, pulse interval and working medium, are obtained, As a result, a micro cylinder with 0.19 mm in diameter and 7.35 mm in height is deposited. By exchanging the polarities of the electrode and workpiece the micro cylinder can be removed selectively. So the reversible machining of deposition and removal is achieved, which breaks through the constraint of traditional EDM. Measurements show that the deposited material is compact and close to workpiece base, whose components depend on the tool electrode, material. 展开更多
关键词 Electrical discharge machining(EDlVD Electrical discharge deposition(EDD) Reversible machining processing pararneters
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Porous polymer electrolytes for long-cycle stable quasi-solid-state magnesium batteries 被引量:1
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作者 Tiantian Wang Xudong Zhao +1 位作者 Fanfan Liu Li-Zhen Fan 《Journal of Energy Chemistry》 SCIE EI CAS CSCD 2021年第8期608-614,I0013,共8页
The development of applicable electrolytes is the key point for high-performance rechargeable magnesium batteries(RMBs).The use of liquid electrolyte is prone to safety problems caused by liquid electrolyte leakage.Po... The development of applicable electrolytes is the key point for high-performance rechargeable magnesium batteries(RMBs).The use of liquid electrolyte is prone to safety problems caused by liquid electrolyte leakage.Polymer-based gel electrolytes with high ionic conductivity,great flexibility,easy processing,and high safety have been studied by many scholars in recent years.In this work,a novel porous poly(vinylidene fluoride-co-hexafluoropropylene)(PVDF-HFP)membrane is prepared by a phase inversion method.By immersing porous PVDF-HFP membranes in MgCl2-AlCl3/TEGDME(Tetraethylene glycol dimethyl ether)electrolytes,porous PVDF-HFP based electrolytes(PPEs)are formed.The PPE exhibits a high ionic conductivity(4.72×10^(-4) S cm-1,25℃),a high liquid electrolyte uptake of 162%,as well as a wide voltage window(3.1 V).The galvanostatic cycling test of Mg//Mg symmetric cell with PPE reveals that the reversible magnesium ion(Mg^(2+))plating/stripping occurs at low overpotentials(~0.13 V).Excellent long cycle stability(65.5 mAh g^(-1) over 1700 cycles)is achieved for the quasisolid-state RMB assembled with MoS2/C cathode and Mg anode.Compared with the liquid electrolyte,the PPE could effectively reduce the side reactions and make Mg^(2+)plating/stripping more uniformly on the Mg electrode side.This strategy herein provides a new route to fabricate high-performance RMB through suitable cathode material and polymer electrolyte with excellent performance. 展开更多
关键词 Porous polymer electrolyte Reversible plating/stripping process MoS_(2)/C cathode Quasi-solid-state magnesium batteries
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Study of magnetization reversal and anisotropy of single crystalline ultrathin Fe/MgO (001) film by magneto-optic Kerr effect
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作者 张苗玲 叶军 +5 位作者 刘锐 米菽 谢勇 刘郝亮 Chris Van Haesendonck 陈子瑜 《Chinese Physics B》 SCIE EI CAS CSCD 2016年第4期370-375,共6页
The magnetization reversal process of Fe/MgO (001) thin film is investigated by combining transverse and longi- tudinal hysteresis loops. Owing to the competition between domain wall pinning energy and weak uniaxial... The magnetization reversal process of Fe/MgO (001) thin film is investigated by combining transverse and longi- tudinal hysteresis loops. Owing to the competition between domain wall pinning energy and weak uniaxial magnetic anisotropy, the typical magnetization reversal process of Fe ultrathin film can take place via either an "l-jump" process near the easy axis, or a "2-jump" process near the hard axis, depending on the applied field orientation. Besides, the hysteresis loop presents strong asymmetry resulting from the variation of the detected light intensity due to the quadratic magneto-optic effect. Furthermore, we modify the detectable light intensity formula and simulate the hysteresis loops of the Kerr signal. The results show that they are in good agreement with the experimental data. 展开更多
关键词 magnetization reversal process magneto-optic Kerr effect magnetic anisotropy
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Magnetic properties of misch-metal partially substituted Nd–Fe–B magnets sintered by dual alloy method
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作者 Jie-Fu Xiong Rong-Xiang Shang +7 位作者 Yan-Li Liu Xin Zhao Wen-Liang Zuo Feng-Xia Hu Ji-Rong Sun Tong-Yun Zhao Ren-Jie Chen Bao-Gen Shen 《Chinese Physics B》 SCIE EI CAS CSCD 2018年第7期521-526,共6页
The misch-metal (MM) partially substituted Nd-Fe-B sintered magnets were fabricated by the dual alloy method, and the crystal structure, microstructure, and magnetic properties were analyzed comprehensively. X-ray d... The misch-metal (MM) partially substituted Nd-Fe-B sintered magnets were fabricated by the dual alloy method, and the crystal structure, microstructure, and magnetic properties were analyzed comprehensively. X-ray diffraction (XRD) reveals that the increasing content of the MM has an inconsiderable effect on the crystallographic alignment of the magnets. Grains of the two main phases are uniformly distributed, and slightly deteriorate on the grain boundary. Due to the diffusion between the adjacent grains, the MM substituted Nd-Fe-B magnets contain three types of components with different Ce/La concentrations. Moreover, the first-order reversal curve (FORC) diagram is introduced to analyze the magnetization reversal process, coercivity mechanism, and distribution of reversal field in magnetic samples. The analysis indicates that there are two major reversal components, corresponding to the two different main phases. The domain nucleation and growth are determined to be the leading mechanism in controlling the magnetization reversal processes of the magnets sintered by the dual alloy method. 展开更多
关键词 misch-metal first order reversal curve the dual alloy method magnetization reversal process
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Process-based deep learning model:3D prediction method for shot peen forming of an aircraft panel
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作者 Ziyu WANG Peng ZHANG +4 位作者 Qun ZHANG Lijuan ZHOU Raneen Abd ALI Wenliang CHEN Lingling XIE 《Chinese Journal of Aeronautics》 SCIE EI CAS CSCD 2023年第11期500-514,共15页
Shot peen-forming is a more precise method of forming aircraft panels than conventional methods.The traditional method of acquiring the process parameters relies mainly on prior theoretical knowledge and trial-and-err... Shot peen-forming is a more precise method of forming aircraft panels than conventional methods.The traditional method of acquiring the process parameters relies mainly on prior theoretical knowledge and trial-and-error.Despite the finite element method’s ability to replace some experimentation,it still cannot realize the design of shot peen forming processes parameters of an aircraft panel based on a known contour.This study uses an innovative model-based deep learning approach to predict aircraft panel deformation and active design the shot peening parameters.The prediction time is less than 1 second,resulting in a significant reduction in computational time.The shot peen forming process parameters and the geometric structure characteristics of the aircraft panel are divided into independent channels to establish a high-dimensional feature map,which are used to train the deep learning model.The forming contours of the 2024-T351 high-strength aluminum alloy panel are predicted under different shot peening processes.In addition,the process parameters are designed according to the known contour of the forming process.To verify the precision of the proposed method,the designed shot peen forming process is used to manufacture a single curvature aircraft panel with a curvature radius of 3500 mm.There is good agreement between the forming contour and the theoretical design contour.The maximum deformation error is less than 1 mm and its mean error is 7.8%.The mean curvature radius error is 5.668%.The proposed method provides a new and practical reference to the precise design of the shot peen-forming process. 展开更多
关键词 Aircraft panel Deep learning Finite element method process reverse design Shot peen forming
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The relative importance of structure and dynamics on node influence in reversible spreading processes 被引量:1
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作者 Jun-Yi Qu Ming Tang +1 位作者 Ying Liu Shu-Guang Guan 《Frontiers of physics》 SCIE CSCD 2021年第5期211-220,共10页
The reversible spreading processes with repeated infection widely exist in nature and human society,such as gonorrhea propagation and meme spreading.Identifying influential spreaders is an important issue in the rever... The reversible spreading processes with repeated infection widely exist in nature and human society,such as gonorrhea propagation and meme spreading.Identifying influential spreaders is an important issue in the reversible spreading dynamics on complex networks,which has been given much attention.Except for structural centrality,the nodes’dynamical states play a significant role in their spreading influence in the reversible spreading processes.By integrating the number of outgoing edges and infection risks of node’s neighbors into structural centrality,a new measure for identifying influential spreaders is articulated which considers the relative importance of structure and dynamics on node influence.The number of outgoing edges and infection risks of neighbors represent the positive effect of the local structural characteristic and the negative effect of the dynamical states of nodes in identifying influential spreaders,respectively.We find that an appropriate combination of these two characteristics can greatly improve the accuracy of the proposed measure in identifying the most influential spreaders.Notably,compared with the positive effect of the local structural characteristic,slightly weakening the negative effect of dynamical states of nodes can make the proposed measure play the best performance.Quantitatively understanding the relative importance of structure and dynamics on node influence provides a significant insight into identifying influential nodes in the reversible spreading processes. 展开更多
关键词 reversible spreading process node influence local structure dynamical state
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Robust time reversal processing for active detection of a small bottom target in a shallow water waveguide 被引量:1
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作者 Xiang PAN Jian-long LI +1 位作者 Wen XU Xian-yi GONG 《Journal of Zhejiang University-Science C(Computers and Electronics)》 SCIE EI 2010年第5期401-406,共6页
With the spatial-temporal focusing of acoustic energy,time reversal processing(TRP) shows the potential application for active target detection in shallow water.To turn the ‘potential’ into a reality,the TRP based o... With the spatial-temporal focusing of acoustic energy,time reversal processing(TRP) shows the potential application for active target detection in shallow water.To turn the ‘potential’ into a reality,the TRP based on a model source(MS) instead of a physical probe source(PS) is investigated.For uncertain ocean environments,the robustness of TRP is discussed for the narrowband and broadband signal respectively.The channel transfer function matrix is first constructed in the acoustic perturbation space.Then a steering vector for time reversal transmission is obtained by singular value decomposition(SVD) of the matrix.For verification of the robust TRP,the tank experiments of time reversal transmission focusing and its application for active target detection are undertaken.The experimental results have shown that the robust TRP can effectively detect and locate a small bottom target. 展开更多
关键词 ROBUSTNESS Time reversal processing Bottom target detection Uncertain environment SONAR
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Full-scale evaluation of reversed A^(2)/O process for removal of multiple pollutants in sewage 被引量:1
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作者 Qihang Wu Haiyan Li +6 位作者 Xiaodong Hu Yongfeng Shi Deguan Kong Yucheng Zhang Bixian Mai Dongye Zhao Jie Fu 《Chinese Chemical Letters》 SCIE CAS CSCD 2020年第10期2825-2830,共6页
This study evaluated the removal of multiple pollutants,i.e.,polybrominated diphenyl ethers(PBDEs),novel halogenated flame retardants(HFRs),sulfonamide antibiotics(SAs),and heavy metals(HMs),by a fullscale reversed A^... This study evaluated the removal of multiple pollutants,i.e.,polybrominated diphenyl ethers(PBDEs),novel halogenated flame retardants(HFRs),sulfonamide antibiotics(SAs),and heavy metals(HMs),by a fullscale reversed A^(2)/O process in a sewage treatment plant(STP)in Guangzhou,China.The reversed A^(2)/O process demonstrated high removal efficiencies(REs)for total PBDEs(60.5%±4.3%),novel HFRs(98.4%±2.8%)and HMs(70.1%±1.2%),and a relatively low RE for SAs(25.0%±2.3%).BDE 209,the dominant PBDE congener,showed a high residual concentration(13.41±5.18 ng/L)in the suspended particulate matter(SPM)of treated effluents.So me novel HFRs,dechlorane plus(DP)and decabromodiphe nyl ethane(DBDPE),were detected in the SPM of the raw sewage(7.50±4.14 ng/L and 11.52±11.65 ng/L,respectively).The removal ofSAs was mainly through biodegradation in the activated sludge bioreactors(ASBs).Ofthe HMs,Mn and Ni exhibited the lowest REs(47.5%±2.2%and 35.0%±2.6%,respectively),while Cr and Cu showed the highest removal(REs>80%).In terms of treatment units in the reversed A^(2)/O process,ASBs showed the highest RE(27.8%)for the multiple pollutants.The information can aid in our understanding of removal properties of STPs on various pollutants and evaluating the ecological/health risks of STPs as point pollutant sources. 展开更多
关键词 Polybrominated diphenyl ethers Halogenated flame retardants Sulfonamide antibiotics Heavy metals Reversed A^2/O process
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Ergodicity of Reversible Reaction Diffusion Processes with General Reaction Rates 被引量:1
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作者 Chen Mufa Ding Wanding Zhu Dongjin Department of Mathematics Beijing Normal University Beijing,100875 China Department of Mathematics Animi Normal University Wuhu,241000 China 《Acta Mathematica Sinica,English Series》 SCIE CSCD 1994年第1期99-112,共14页
In this paper,a class of reaction diffusion processes with general reaction rates is studied.A necessary and sufficient condition for the reversibility of this calss of reaction diffusion processes is given,and then t... In this paper,a class of reaction diffusion processes with general reaction rates is studied.A necessary and sufficient condition for the reversibility of this calss of reaction diffusion processes is given,and then the ergodicity of these processes is proved. 展开更多
关键词 Ergodicity of Reversible Reaction Diffusion processes with General Reaction Rates
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ARONSON'S ESTIMATES AND CONDITIONAL DIFFUSION PROCESSES
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作者 钱忠民 魏国强 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 1994年第2期148-157,共10页
Using time reversal for diffusions and Aroson's estimates, we obtain several results on the compact properties of a conditional diffusion process in a small time interval. In particular, we establish the large dev... Using time reversal for diffusions and Aroson's estimates, we obtain several results on the compact properties of a conditional diffusion process in a small time interval. In particular, we establish the large deviation property for a conditional diffusion process. 展开更多
关键词 Diffusion process Aronson's estimate time reversed process large deviation
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Gelation of a Reversible Markov Process of Polymerization
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作者 DongHan Yian-linHan 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2003年第1期87-96,共10页
Abstract In this paper a reversible Markov process as a chemical polymers reaction of two types of monomers is defined. By analyzing the partition functions of the process we obtain three different distributions of th... Abstract In this paper a reversible Markov process as a chemical polymers reaction of two types of monomers is defined. By analyzing the partition functions of the process we obtain three different distributions of the average molecular weight, depending on the value of strength of the fragmentation reaction, and prove that a gelation of the process will occur in the thermodynamic limit. 展开更多
关键词 Keywords Polymer reversible Markov process GELATION average molecular weight
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Data-driven modeling method with reverse process
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作者 Guodong Yi Lifan Yi +1 位作者 Zaizhao Zhang Chuihui Li 《International Journal of Modeling, Simulation, and Scientific Computing》 EI 2022年第2期16-29,共14页
The factors that affect the performance of the equipment are numerous and complicated,which makes it difficult to establish a performance calculation model.This paper puts forward a data-driven modeling method with re... The factors that affect the performance of the equipment are numerous and complicated,which makes it difficult to establish a performance calculation model.This paper puts forward a data-driven modeling method with reverse process for this problem.Based on the partial least squares(PLS)algorithm and the gray relational analysis(GRA)method,the analysis method of the performance related factors,the extraction method of characteristic variables,and the performance modeling method are studied.The related factors of the energy consumption of an industrial steam turbine are analyzed,and an energy consumption calculation model is established,and the effectiveness of the above-mentioned modeling methods is verified with sample data,which provides a basis for the energy-saving optimization of the steam turbine. 展开更多
关键词 DATA-DRIVEN reverse process PLS GRA
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FUNCTIONAL LAW OF ITERATED LOGARITHM FOR ADDITIVE FUNCTIONALS OF REVERSIBLE MARKOV PROCESSES
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作者 吴黎明 《Acta Mathematicae Applicatae Sinica》 SCIE CSCD 2000年第2期149-161,共13页
Using the forward-backward martingale decomposition and the martingale limit theorems, we establish the functional law of iterated logarithm for an additive functional (At) of a reversible Markov process, under the mi... Using the forward-backward martingale decomposition and the martingale limit theorems, we establish the functional law of iterated logarithm for an additive functional (At) of a reversible Markov process, under the minimal condition that σ~2(A)= tim BA_t~2/t exists in R. We extend also t →∞ the previous remarkable functional central limit theorem of Kipnis and Varadhan. 展开更多
关键词 Functional law of iterated logarithm forward-backword martingale decomposition reversible markov processes
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Robust time reversal focusing based on Maximin criterion in a waveguide with uncertain water depth 被引量:1
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作者 PAN Xiang WANG Nan +2 位作者 ZHANG JiangFan XU Wen GONG XianYi 《Science China(Physics,Mechanics & Astronomy)》 SCIE EI CAS 2013年第10期1822-1832,共11页
Time reversal processing (TRP) might be regarded as matched field processing with known environmental knowledge. However, the performance of TRP is degraded in an uncertain environment. A technique based on the Maxi... Time reversal processing (TRP) might be regarded as matched field processing with known environmental knowledge. However, the performance of TRP is degraded in an uncertain environment. A technique based on the Maximin criterion is pro- posed for enhancing the robustness of TRP in a waveguide with uncertain water depth. The relationship between the water depth and the focal spot translation is examined based on the waveguide-invariant theory. Then the time reversal transmissiou scheme with the Maximin criterion is performed to maximize the minimum transmission power on a target of interest. At the receiving end, coherent summation operation is carried out over the received data by a reception focusing bank. If it is neces- sary to enhance the target echo further, the iterative time reversal can be considered where the target echo corresponding to the first time reversal transmission is regarded as a secondary source. Numerical simulations and experimental results of the target localization in a waveguide tank have verified the effectiveness of robust TRP. 展开更多
关键词 ROBUSTNESS time reversal processing uncertain water depth WAVEGUIDE SONAR
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