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基于注意力增强Uniformer的锂电池剩余使用寿命预测
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作者 廖列法 刘映宝 占玉敏 《汽车技术》 北大核心 2025年第6期36-44,共9页
针对锂离子电池的剩余使用寿命(RUL)预测时常面临数据的动态变化和老化数据有限的问题,提出注意力增强Uniformer(AEUniformer)的RUL预测模型,通过Uniformer整合卷积神经网络(CNN)和自注意力机制的优势实现全面的信息感知;设计注意力引... 针对锂离子电池的剩余使用寿命(RUL)预测时常面临数据的动态变化和老化数据有限的问题,提出注意力增强Uniformer(AEUniformer)的RUL预测模型,通过Uniformer整合卷积神经网络(CNN)和自注意力机制的优势实现全面的信息感知;设计注意力引导机制(AGM)和CoordAttention实现强大的特征提取。试验结果表明,AEUniformer可以实现仅需单个老化周期的准确快速的RUL预测,数据集的平均绝对百分比误差分别为2.7%和6.16%,证明了该方法的准确性。 展开更多
关键词 锂电池 剩余使用寿命预测 数据驱动 统一变形器 注意力引导机制 坐标注意力
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Underdetermined direction of arrival estimation with nonuniform linear motion sampling based on a small unmanned aerial vehicle platform
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作者 Xinwei Wang Xiaopeng Yan +2 位作者 Tai An Qile Chen Dingkun Huang 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2024年第3期352-363,共12页
Uniform linear array(ULA)radars are widely used in the collision-avoidance radar systems of small unmanned aerial vehicles(UAVs).In practice,a ULA's multi-target direction of arrival(DOA)estimation performance suf... Uniform linear array(ULA)radars are widely used in the collision-avoidance radar systems of small unmanned aerial vehicles(UAVs).In practice,a ULA's multi-target direction of arrival(DOA)estimation performance suffers from significant performance degradation owing to the limited number of physical elements.To improve the underdetermined DOA estimation performance of a ULA radar mounted on a small UAV platform,we propose a nonuniform linear motion sampling underdetermined DOA estimation method.Using the motion of the UAV platform,the echo signal is sampled at different positions.Then,according to the concept of difference co-array,a virtual ULA with multiple array elements and a large aperture is synthesized to increase the degrees of freedom(DOFs).Through position analysis of the original and motion arrays,we propose a nonuniform linear motion sampling method based on ULA for determining the optimal DOFs.Under the condition of no increase in the aperture of the physical array,the proposed method obtains a high DOF with fewer sampling runs and greatly improves the underdetermined DOA estimation performance of ULA.The results of numerical simulations conducted herein verify the superior performance of the proposed method. 展开更多
关键词 Unmanned aerial vehicle(UAV) uniform linear array(ULA) Direction of arrival(DOA) Difference co-array Nonuniform linear motion sampling method
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Uniformity Control of Scanned Beam in 300 MeV Proton and Heavy Ion Accelerator Complex at SESRI 被引量:1
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作者 HOU Lingxiao YUAN Youjin +10 位作者 SHEN Guodong RUAN Shuang LIU Jie ZHU Yunpeng WANG Geng GUO Hongliang LYU Mingbang GAO Daqing XU Zhiguo SHENG Lina YANG Jiancheng 《原子能科学技术》 EI CAS CSCD 北大核心 2024年第4期705-713,共9页
In recent years,heavy ion accelerator technology has been rapidly developing worldwide and widely applied in the fields of space radiation simulation and particle therapy.Usually,a very high uniformity in the irradiat... In recent years,heavy ion accelerator technology has been rapidly developing worldwide and widely applied in the fields of space radiation simulation and particle therapy.Usually,a very high uniformity in the irradiation area is required for the extracted ion beams,which is crucial because it directly affects the experimental precision and therapeutic effect.Specifically,ultra-large-area and high-uniformity scanning are crucial requirements for spacecraft radiation effects assessment and serve as core specification for beamline terminal design.In the 300 MeV proton and heavy ion accelerator complex at the Space Environment Simulation and Research Infrastructure(SESRI),proton and heavy ion beams will be accelerated and ultimately delivered to three irradiation terminals.In order to achieve the required large irradiation area of 320 mm×320 mm,horizontal and vertical scanning magnets are used in the extraction beam line.However,considering the various requirements for beam species and energies,the tracking accuracy of power supplies(PSs),the eddy current effect of scanning magnets,and the fluctuation of ion bunch structure will reduce the irradiation uniformity.To mitigate these effects,a beam uniformity optimization method based on the measured beam distribution was proposed and applied in the accelerator complex at SESRI.In the experiment,the uniformity is successfully optimized from 75%to over 90%after five iterations of adjustment to the PS waveforms.In this paper,the method and experimental results were introduced. 展开更多
关键词 heavy ion accelerator beam uniformity scanning magnet MIC
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Uniform amorphous carbon coating enhances electrochemical performance of graphite anode
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作者 WANG Xin GAO Ya-ning +7 位作者 WU Ya-qin CHEN Zhao REN Yi-he WANG Bin WANG Jiong-hui CHEN Chao WEI Wei-feng ZHOU Liang-jun 《Journal of Central South University》 CSCD 2024年第12期4411-4423,共13页
Cycling and rate performance of natural graphite is still limited by the sluggish kinetics of lithium ions,which can be improved by surface modifications in previous research.Among these methods,amorphous carbon coati... Cycling and rate performance of natural graphite is still limited by the sluggish kinetics of lithium ions,which can be improved by surface modifications in previous research.Among these methods,amorphous carbon coating has been proved to be mature and efficient.However,the significance of coating uniformity in relation to solid electrolyte interphase(SEI)has been largely overlooked.In this study,the uniformity of amorphous carbon coating is adjusted by the particle size of pitch.When discharged-charged at 1 C,graphite half-cells with such uniform coating show 90.3%of the capacity at 0.1 C,while that is 82.1%for non-uniform coating.Additionally,improved initial coulombic efficiency and cycling stability are demonstrated.These can be attributed to graphite anodes featuring a uniform carbon coating that promotes effective and homogeneous LiF formation within the inorganic matrix.This leads to the establishment of a stabilized SEI,confirmed by time-of-flight secondary ion mass spectrometry(TOF-SIMS).This work provides valuable reference into the rational control of graphite interfaces for high electrochemical performance. 展开更多
关键词 graphite anode carbon coating uniformITY solid electrolyte interphase LIF
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Analyses on uniformity of particles under HPGR finished grinding system 被引量:3
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作者 许鹏云 胡聪 +3 位作者 甘敏 李晶 潘旭 叶红齐 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第5期1003-1012,共10页
In order to deal with the disadvantages of excessive grinding and non-uniformity in finished particle under high-pressure grinding rolls (HPGR) finished grinding system, four aspects were investigated, including eva... In order to deal with the disadvantages of excessive grinding and non-uniformity in finished particle under high-pressure grinding rolls (HPGR) finished grinding system, four aspects were investigated, including evaluating indicators, effects of operating factors, effect of particle uniformity on the flotation and formation mechanism of particle uniformity. Experiment of HPGR finished grinding system, cationic reverse flotation experiment and simulation test of particle bed comminution under the condition of quasi-static were carried out. Theoretical analyses indicated that both of uniformity coefficient and average particle size should be included in the uniformity analysis of the mineral particles. The results show that the effect of circulation fan impeller speed on particle uniformity is the most evident, HPGR working pressure and roll gap are second and HPGR roller speed is the last. Average particle size has a more obvious effect on the grade of flotation concentrate while uniformity coefficient has a more obvious effect on the flotation recovery. Considering the two aspects of grade and recovery, the optimal uniformity coefficient for flotation is 1.1-1.2 and the optimal average particle size for flotation is 50-55 μm. The operating factors which promote the shielding effect and compact effect in the HPGR finished grinding system should be strengthened based on the uniformity of particles. 展开更多
关键词 high-pressure grinding rolls particle uniformity uniformity coefficient average particle size FLOTATION shielding effect compact effect
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基于粒子群优化算法和UniformLBP特征的分块跟踪 被引量:2
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作者 卢昌康 冯刚 王国海 《计算机工程与应用》 CSCD 北大核心 2016年第1期200-205,共6页
针对鲁棒分块跟踪采用穷举的搜索策略以及对光照敏感等问题,提出了一种基于粒子群优化算法和Uniform LBP特征的分块跟踪方法。利用统一的局部二值模式(Uniform Local Binary Pattern)特征对光照的不变性以及计算效率高的特点,在原鲁棒... 针对鲁棒分块跟踪采用穷举的搜索策略以及对光照敏感等问题,提出了一种基于粒子群优化算法和Uniform LBP特征的分块跟踪方法。利用统一的局部二值模式(Uniform Local Binary Pattern)特征对光照的不变性以及计算效率高的特点,在原鲁棒分块跟踪方法以灰度积分直方图作为特征的基础上,添加了Uniform LBP特征;利用粒子群优化算法具有精度高,收敛快的特点,将PSO算法运用到对候选目标的搜索中。实验结果表明,在不降低算法运行速度的情况下,以及光照变化较大,短时间目标完全遮挡的跟踪环境下,该算法鲁棒性显著增强。 展开更多
关键词 目标跟踪 粒子群优化算法 分块 uniform LBP特征
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Low spatial correlation at base station uniform linear antennas 被引量:2
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作者 Xiao Hailin Nie Zaiping 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第4期709-711,共3页
A spatial channel propagation model is presented. Consider a uniform linear antenna (ULA) at the base station (BS) and narrowband signals transmitted at the mobile. In two types of propagating environments: indoo... A spatial channel propagation model is presented. Consider a uniform linear antenna (ULA) at the base station (BS) and narrowband signals transmitted at the mobile. In two types of propagating environments: indoor and outdoor, performance of low spatial correlation is investigated and some results are provided, which are significant to an,3. lyze the performance of diversity systems and configuration of army. The results also show that the configuration of array with either smaller angular spread or bigger angle of arrival (AOA) dominates the impact on spatial correlation, and that increasing angular spread or decreasing AOA diminishes, or even eliminates this impact. 展开更多
关键词 spatial correlation uniform linear antennas angular spread angle of arrival.
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Study on Robust Uniform Asymptotical Stability for Uncertain Linear Impulsive Delay Systems 被引量:2
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作者 刘斌 刘新芝 廖晓昕 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2003年第3期63-66,共4页
In the area of control theory the time-delay systems have been investigated. It's well known that delays often result in instability, therefore, stability analysis of time-delay systems is an important subject in ... In the area of control theory the time-delay systems have been investigated. It's well known that delays often result in instability, therefore, stability analysis of time-delay systems is an important subject in control theory. As a result, many criteria for testing the stability of linear time-delay systems have been proposed. Significant progress has been made in the theory of impulsive systems and impulsive delay systems in recent years. However, the corresponding theory for uncertain impulsive systems and uncertain impulsive delay systems has not been fully developed. In this paper, robust stability criteria are established for uncertain linear delay impulsive systems by using Lyapunov function, Razumikhin techniques and the results obtained. Some examples are given to illustrate our theory. 展开更多
关键词 Impulsive delay system Uncertain linear delay impulsive system Robust uniform asymptotical stability Lyapunov function Razumikhin techniques.
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Heuristic algorithms for scheduling on uniform parallel machines with heads and tails 被引量:2
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作者 Kai Li Shanlin Yang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第3期462-467,共6页
This paper considers the uniform parallel machine scheduling problem with unequal release dates and delivery times to minimize the maximum completion time.For this NP-hard problem,the largest sum of release date,proce... This paper considers the uniform parallel machine scheduling problem with unequal release dates and delivery times to minimize the maximum completion time.For this NP-hard problem,the largest sum of release date,processing time and delivery time first rule is designed to determine a certain machine for each job,and the largest difference between delivery time and release date first rule is designed to sequence the jobs scheduled on the same machine,and then a novel algorithm for the scheduling problem is built.To evaluate the performance of the proposed algorithm,a lower bound for the problem is proposed.The accuracy of the proposed algorithm is tested based on the data with problem size varying from 200 jobs to 600 jobs.The computational results indicate that the average relative error between the proposed algorithm and the lower bound is only 0.667%,therefore the solutions obtained by the proposed algorithm are very accurate. 展开更多
关键词 SCHEDULING parallel machine uniform release date/head delivery time/tail.
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Improvement of uniformity in cultivation environment and crop growth rate by hybrid control of air flow devices 被引量:1
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作者 BAEK Min-Seon KWON Sook-Youn LIM Jae-Hyun 《Journal of Central South University》 SCIE EI CAS CSCD 2015年第12期4702-4708,共7页
A complete control type plant factory has high efficiency in terms of cultivation area by constructing vertical multiple layered cultivation beds.However,it has a problem of irregular crop growth due to temperature de... A complete control type plant factory has high efficiency in terms of cultivation area by constructing vertical multiple layered cultivation beds.However,it has a problem of irregular crop growth due to temperature deviation at upper and lower beds and increases in energy consumption by a prolonged cultivation period.In this work,air flow rate inside a facility was improved by a hybrid control of air flow devices like air conditioning and air circulation fan with an established wireless sensor network to minimize temperature deviations between upper and lower beds and to promote crop growth.The performance of proposed system was verified with an experimental environment or Case A wherein air conditioning device was operated without a control algorithm and Case B wherein air conditioning and circulation fans were alternatively operated based on the hybrid control algorithm.After planting leafy vegetables under each experimental condition,crops were cultivated for 21 days.As a result,Case B wherein AC(air conditioning) and ACF(air-circulation fan) were alternatively operated based on the hybrid control algorithm showed that fresh mass,number of leaves,and leaf length for the crops grown were increased by 40.6%,41.1%,and 11.1%,respectively,compared to Case A. 展开更多
关键词 air flow devices hybrid control cultivation environment uniformITY growth rate
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Improvement of thickness deposition uniformity in nickel electroforming for micro mold inserts 被引量:1
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作者 蒋炳炎 翁灿 +2 位作者 周明勇 吕辉 DRUMMER Dietmar 《Journal of Central South University》 SCIE EI CAS CSCD 2016年第10期2536-2541,共6页
Thickness deposition is a crucial issue on the application of electroformed micro mold inserts. Edge concentration effect is the main source of the non-uniformity. The techniques of adopting a non-conducting shield, a... Thickness deposition is a crucial issue on the application of electroformed micro mold inserts. Edge concentration effect is the main source of the non-uniformity. The techniques of adopting a non-conducting shield, a secondary electrode and a movable cathode were explored to improve the thickness deposition uniformity during the nickel electroforming process. Regarding these techniques, a micro electroforming system with a movable cathode was particularly developed. The thickness variation of a 16 mm×16 mm electroformed sample decreased respectively from 150% to 35%, 12% and 18% by these three techniques. Combining these validated methods, anickelmold insert for microlens array was electroformed with satisfactory mechanical properties and high replication precision. It could be applied to the following injection molding process. 展开更多
关键词 deposition uniformity nickel electroforming secondary electrode non-conducting shield movable cathode micro mold insert
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Dimension decomposition algorithm for multiple source localization using uniform circular array 被引量:2
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作者 SU Xiaolong HU Panhe +3 位作者 WEI Zhenhua LIU Zhen SHI Junpeng LI Xiang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2023年第3期650-660,共11页
A dimension decomposition(DIDE)method for multiple incoherent source localization using uniform circular array(UCA)is proposed.Due to the fact that the far-field signal can be considered as the state where the range p... A dimension decomposition(DIDE)method for multiple incoherent source localization using uniform circular array(UCA)is proposed.Due to the fact that the far-field signal can be considered as the state where the range parameter of the nearfield signal is infinite,the algorithm for the near-field source localization is also suitable for estimating the direction of arrival(DOA)of far-field signals.By decomposing the first and second exponent term of the steering vector,the three-dimensional(3-D)parameter is transformed into two-dimensional(2-D)and onedimensional(1-D)parameter estimation.First,by partitioning the received data,we exploit propagator to acquire the noise subspace.Next,the objective function is established and partial derivative is applied to acquire the spatial spectrum of 2-D DOA.At last,the estimated 2-D DOA is utilized to calculate the phase of the decomposed vector,and the least squares(LS)is performed to acquire the range parameters.In comparison to the existing algorithms,the proposed DIDE algorithm requires neither the eigendecomposition of covariance matrix nor the search process of range spatial spectrum,which can achieve satisfactory localization and reduce computational complexity.Simulations are implemented to illustrate the advantages of the proposed DIDE method.Moreover,simulations demonstrate that the proposed DIDE method can also classify the mixed far-field and near-field signals. 展开更多
关键词 source localization parameter estimation uniform circular array(UCA) PROPAGATOR partial derivative least squares(LS)
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The Complex System Modeling Method Based on Uniform Design and Neural Network 被引量:1
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作者 Zhang Yong(Beijing Simulation Center, P.O.Box 142-23, Beijing 100854, P.R. China) 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 1996年第4期27-36,共10页
In this paper, the method based on uniform design and neural network is proposed to model the complex system. In order to express the system characteristics all round, uniform design method is used to choose the model... In this paper, the method based on uniform design and neural network is proposed to model the complex system. In order to express the system characteristics all round, uniform design method is used to choose the modeling samples and obtain the overall information of the system;for the purpose of modeling the system or its characteristics, the artificial neural network is used to construct the model. Experiment indicates that this method can model the complex system effectively. 展开更多
关键词 Modeling method uniform design Neural network Complex system Simulation.
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Efficacy of Plant Based Insecticides in Control of Leaf Defoliators(Podagrica uniformis Jacoby and Nisotra sjostedti Jacoby(Coleoptera: Chrysomelidae) of Okra(Abelmoschus esculentus L. Moench) 被引量:1
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作者 Odewole A F Adebayo T A Dada A O 《Journal of Northeast Agricultural University(English Edition)》 CAS 2016年第4期1-7,共7页
The insecticidal efficacy of aqueous extracts of R. communis L. and Z. officinales L. was tested in a field study for the control of two important leaf defoliators (Podagrica uniformis and Nisotra sjostedti of okra)... The insecticidal efficacy of aqueous extracts of R. communis L. and Z. officinales L. was tested in a field study for the control of two important leaf defoliators (Podagrica uniformis and Nisotra sjostedti of okra). The extracts were applied at 10% (w/v) and sprayed every week for five consecutive weeks. R. communis significantly reduced (P〈0.05) abundance of the pests on the 2nd day after spraying and increased the yield of okra. Numbers of fruits and weight yields were significantly higher in plots treated with R. communis compared to plots treated with Z. officinales and the untreated control. R. communis had the same weight yield with Karate (synthetic insecticides). The results indicated that R. communis could be used to control Podagrica uniformis and Nisotra sjostedti of okra. 展开更多
关键词 EXTRACTS OKRA Podagrica uniform Nisotra sjostedti R. communis Z. officinales
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Method of fuzzy uniformity analysis for simulation underwater acoustic signals 被引量:1
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作者 Weiwen Hu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第2期318-322,共5页
Since the simulation underwater acoustic signal is used in the semi-object simulation experiment of underwater weapons, it has great impression upon simulation fidelity. It is asked that whether simulation signals can... Since the simulation underwater acoustic signal is used in the semi-object simulation experiment of underwater weapons, it has great impression upon simulation fidelity. It is asked that whether simulation signals can replace the real signal effectually. Considering the randomness of signals, the interval estimation of feature parameters of simulation signals is made. By comparing the obtained confidence interval with the corresponding accept interval, the concept of similarity coefficient of simulation signals is given. By making a statistical analysis for similarity coefficient, the uniformity information of simulation signals is extracted, and the fuzzy number which expresses the fuzzy uniformity level of simu- lation signals is obtained. The analysis method on fuzzy uniformity of simulation underwater acoustic signals is presented. It is indi- cated by the application in simulation of target radiated-noises that the method is suitable and effectual for the simulation research on underwater acoustic signals, and the analysis result may provide support for decision-making relative to perfecting simulation sys- tems and applying simulation signals. 展开更多
关键词 simulation underwater acoustic signal confidence in- terval similarity coefficient fuzzy uniformity.
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Improvement of Temperature Uniformity of Instant Rice Inside Plastic Rectangular Container Under Microwave Reheating 被引量:1
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作者 Wang Xiao-rui Xu Hao +5 位作者 Zhu Yong Liu Chai Liu Han Liu Cheng-hai Fu Han-yu Zheng Xian-zhe 《Journal of Northeast Agricultural University(English Edition)》 CAS 2018年第4期79-89,共11页
To improve the temperature uniformity of instant rice in a plastic rectangular container, during microwave reheating, the changes of temperature distribution were analyzed by using experiment and simulation method. A ... To improve the temperature uniformity of instant rice in a plastic rectangular container, during microwave reheating, the changes of temperature distribution were analyzed by using experiment and simulation method. A three-dimensional finite element model was established to describe microwave reheating of instant rice to predict the temperature. The results showed that the highest temperature occurred at the corners and bottom layer. The cold spots were located in the sample interior center. The simulation results in the model matched relatively with the experimental results. A method of intermittent microwave reheating was proposed to improve the temperature uniformity of convenient rice, and the optimal combination was the time of microwave reheating was 180 s, and the intermittent ratio was 1 : 3. 展开更多
关键词 MICROWAVE rice temperature uniformity intermittent microwave reheating
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Influence of specimen uniformity on mechanical behaviour of unsaturated soil 被引量:1
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作者 杨钢 杨庆 张金利 《Journal of Central South University》 SCIE EI CAS 2014年第3期1197-1205,共9页
Pressure plate instrument is employed during drying, and unconfined compressive strength test is performed on the unsaturated specimen. Curves of shear force versus shear displacement, and curves of saturation degree ... Pressure plate instrument is employed during drying, and unconfined compressive strength test is performed on the unsaturated specimen. Curves of shear force versus shear displacement, and curves of saturation degree versus time are investigated. The results show that the specimens with similar curves of saturation degree versus time have nearly identical mechanical behavior. In particular, the uniform specimens should be chosen within the lower equilibrium saturation degree because steady test results are presented. Further, the conclusion is verified by the repeated test. Thus, the method for distinguishing the uniform unsaturated specimen is obtained. In the light of the method, an improved test process is proposed. The uniform specimens should be chosen by this method under the specific matric suction, and then shear tests are carried out on the chosen unsaturated specimen. Namely, initial value of unsaturated soil is not zero matric suction but a specific suction. 展开更多
关键词 unsaturated soil remolded specimen uniformITY pore structure saturation degree
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Polarization visualization for low-irradiance regions by perceptually uniform color space 被引量:1
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作者 Feng Zhao Yue Dong Jian-lei 《Defence Technology(防务技术)》 SCIE EI CAS CSCD 2021年第2期505-511,共7页
Currently,polarization visualization strategies are accomplished by mapping polarization information into a perceptually uniform color appearance model CAM02-UCS.However,the deviation of the CAM02-UCS space from the l... Currently,polarization visualization strategies are accomplished by mapping polarization information into a perceptually uniform color appearance model CAM02-UCS.However,the deviation of the CAM02-UCS space from the lightness prediction results in an inaccurate match between the polarization information and the perceptual information.In this paper,we propose a novel polarization visualization strategy based on the perceptual uniform space Jzazbz.The polarization visualization be completed by placing the polarization information into the lightness Jz,colorfulness Cz and hue angle hz channels of the Jzazbz space.The experimental results show that the proposed method can significantly improve the lightness of the low irradiance and high polarization region,hence more polarization information can be sensed by human visual system. 展开更多
关键词 Polarization visualization Perceptually uniform space Lightness prediction Low irradiance
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Entropy optimization in cubic autocatalysis chemical reactive flow of Williamson fluid subjected to viscous dissipation and uniform magnetic field 被引量:1
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作者 M. IJAZ KHAN Sania JAVED +2 位作者 Tasawar HAYAT M. WAQAS Ahmed ALSAEDI 《Journal of Central South University》 SCIE EI CAS CSCD 2019年第5期1218-1232,共15页
This research elaborates magnetohydrodynamics (MHD) impact on non-Newtonian (Williamson) fluid flow by stretchable rotating disks.Both disks are rotating with different angular velocities and different stretching rate... This research elaborates magnetohydrodynamics (MHD) impact on non-Newtonian (Williamson) fluid flow by stretchable rotating disks.Both disks are rotating with different angular velocities and different stretching rates.Viscous dissipation aspect is considered for energy expression formulation.Entropy generation analysis is described via implementation of thermodynamic second law.Chemical processes (heterogeneous and homogeneous) subjected to entropy generation are introduced first time in literature.Boundary-layer approach is employed for modeling.Apposite variables are introduced for non-dimensionalization of governing systems.Homotopy procedure yields convergence of solutions subjected to computations of highly nonlinear expressions.The significant characteristics of sundry factors against thermal,velocity and solutal fields are described graphically.Besides,tabular results are addressed for engineering quantities (skin-friction coefficient,Nusselt number).The outcomes certify an increment in temperature distribution for Weissenberg (We) and Eckert (Ec) numbers. 展开更多
关键词 entropy generation viscous dissipation Williamson fluid uniform magnetic felid quartic autocatalysis chemical reaction
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Optimizing process of preparing artificial-similar material for rocky slope with uniform formula design 被引量:1
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作者 FAN Tian-cheng ZHOU Chuan-bo +1 位作者 JIANG Nan WU Ting-yao 《Journal of Central South University》 SCIE EI CAS CSCD 2018年第12期2871-2882,共12页
The determination of material formula needs try-and-error experiment,and consumes large amount of time and fund.In order to solve the problem,a comprehensive method is established,via the experiment of artificial-simi... The determination of material formula needs try-and-error experiment,and consumes large amount of time and fund.In order to solve the problem,a comprehensive method is established,via the experiment of artificial-similar material formula of a mine slope.We controlled the samples by the compactness,and arranged the formula of the test group with the method of the uniform formula experiment.The physical and mechanical parameters of these samples were analyzed using the method of the partial least-squares regression(PLS).And a mathematical model of the indexes of physical and mechanics parameters relating to the factors of formulation constituents was established eventually.We used the model to analyze the effect of each formulation constituent on physical and mechanics parameters of samples.The experiment results and analysis illustrates that1)in the formulation of similar material,the effect of raw materials on the internal friction angleφand cohesion C is opposite;2)The method can highly facilitate the process of the of preparing artificial-similar materials,more economic and effective. 展开更多
关键词 FAULT artificial-similar material optimization uniform formula experiment multiple independent variable and multiple dependent variable partial least-squares regression
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