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Ionospheric perturbations before Pu’er earthquake observed on DEMETER 被引量:21
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作者 朱荣 杨冬梅 +2 位作者 荆凤 杨俊英 欧阳新艳 《地震学报》 CSCD 北大核心 2008年第1期76-81,共6页
A destructive shock with magnitude of 6.3 occurred on 2 June 2007 at 21h34min56s UT in Pu’er region (23.0°N, 101.1°E), Yunnan Province, China. The data from DEMETER satellite during the period from 23 May t... A destructive shock with magnitude of 6.3 occurred on 2 June 2007 at 21h34min56s UT in Pu’er region (23.0°N, 101.1°E), Yunnan Province, China. The data from DEMETER satellite during the period from 23 May to 2 June, i.e., ten days before the earthquake and one day just on the day of earthquake occurrence, were analyzed. Among the 284 orbits of DEMETER during the period, 29 orbits with the trace passing through the region within 1 888 km from the epicenter were selected to be studied. Seven anomalous events were found on the dataset of the seven orbits among the 29 ones. There existed synchronous perturbations on the variations of the spectrogram of the electric field and the variations of the density and temperature of the ions and electron, in contrast with the variations of its surround- ing area. And five events appeared in the space within 1 888 km from the epicenter while the other two were out of the studied area. Electrostatic turbulences were also recorded with the synchronous perturbations with that in the electron density and ions density in plasma in the region near the epicenter in the five events, which seems to sug- gest that there be some physical relation between these events and the preparation processes of Pu’er earthquake. 展开更多
关键词 DEMETER 普洱地震 电离层前兆
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Perturbation effect of rock rheology under uniaxial compression 被引量:4
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作者 GAO Yan-fa HUANG Wan-peng +3 位作者 QU Guang-long WANG Bo CUI Xi-hai FAN Qing-zhong 《Journal of Central South University》 SCIE EI CAS CSCD 2017年第7期1684-1695,共12页
Soft and medium-hard rocks are subjected to high rheology under high stress,and they are prone to a relatively large-degree of deformation when perturbed by external impacting loads.The phenomenon where rock deformati... Soft and medium-hard rocks are subjected to high rheology under high stress,and they are prone to a relatively large-degree of deformation when perturbed by external impacting loads.The phenomenon where rock deformation is developed due to external impacting perturbation in the rheological state is defined as the rock rheological perturbation effect.This work presents a new experimental system for investigating the rock rheological perturbation effect with experiments on medium-hard red sandstone.Results from our analysis show that red sandstone changes under two mechanical mechanisms:deformation-hardening effects at low stress states,and damage-fracture effects at high stress states when impacted by certain external impacting loads.Red sandstone tested in our experiments has a strain threshold of about 90% of the ultimate strain under the perturbation effect;the red sandstone is sensitive to a perturbed load when its actual strain exceeds the threshold.The perturbed deformation process of the rock can be divided into three phases:decline,approximately constant speed and acceleration.The rock will be rapidly destroyed when the perturbed deformation accumulates to a certain degree.The perturbation effect of rock deformation under uniaxial compression is more obvious than that under axial compression.Based on our experiment,a constitutive relation of the rock rheological perturbation effect is developed. 展开更多
关键词 ROCK RHEOLOGY perturbation EFFECT experimental system STRAIN THRESHOLD
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Perturbation and robust controllability of singular distributed parameter control systems in Hilbert space 被引量:1
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作者 Zhaoqiang Ge 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期647-653,共7页
Perturbation and robust controllability of the singular distributed parameter control system are discussed via functional analysis and the theory of GE-semigroup in Hilbert space. The perturbation principle of GE-semi... Perturbation and robust controllability of the singular distributed parameter control system are discussed via functional analysis and the theory of GE-semigroup in Hilbert space. The perturbation principle of GE-semigroup and the sufficient condition concerning the robust controllability of the singular distributed parameter control system are obtained, in which the controllability for singular distributed parameter control system is not destroyed, if we perturb the equation by small bounded linear operator. 展开更多
关键词 perturbation robust controllability singular distributedparameter system functional analysis Hilbert space.
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Near time optimal control with perturbation estimation for flexible spacecraft slewing maneuvers 被引量:1
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作者 CenXiaofeng WangQingchao MaXingrui 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第1期84-91,共8页
A feedforward approach for generating near time optimal controller for flexible spacecraft rest-to-rest maneuvers is presented with the objective insensitivity to modeling errors, parameter uncertainty and minimizing ... A feedforward approach for generating near time optimal controller for flexible spacecraft rest-to-rest maneuvers is presented with the objective insensitivity to modeling errors, parameter uncertainty and minimizing the residual energy of the flexible modes. The perturbation estimation of flexible appendages to the rigid-hub is accomplished simply via compare the output of real plant with the reference model, and the approach is based on combine this estimation with the bang-bang control for the rigid-hub modes through analysis the basic constraint and the additional constraint, i.e. zero coupling torque and zero coupling torque derivative for general two orders system and three orders system with considerate attitude acceleration mode near time optimal controls. These time optimal controls with control constraints and state constraints leads to forming a boundary-value problem, and resolved the problem using an iterative numerical algorithm. The near time optimal control with perturbation estimation shows a good robust to parameter uncertainty and can suppress the vibration and minimizing the residual energy. The capability of this approach is demonstrated through a numerical example in detail. 展开更多
关键词 time-optimal control perturbation estimation numerical algorithm robustness.
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Collaborative beamforming based on directional perturbation using one bit feedback 被引量:2
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作者 Haifen Yang Ning Ding +3 位作者 Zhi Zheng Shuisheng Lin Zhongpei Zhang Guangjun Li 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第3期549-554,共6页
A novel collaborative beamforming algorithm is proposed in a wireless communication system with multiple transmitters and one receiver. All transmitters take part in the collaboration and the weighted message is trans... A novel collaborative beamforming algorithm is proposed in a wireless communication system with multiple transmitters and one receiver. All transmitters take part in the collaboration and the weighted message is transmitted simultaneously. In order to maximize the beamforming gain, the transmitters use one bit feedback information to adjust the phase offset. It tracks the direction in which the signal strength at the receiver can increase. The directional search and perturbation theory is used to achieve the phase alignment. The feasibility of the proposed algorithm is proved both experimentally and theoretically. Simulation results show that the proposed algorithm can improve the convergent speed of the phase alignment. 展开更多
关键词 collaborative beamforming one-bit feedback directional perturbation convergent speed
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Robust signal recovery algorithm for structured perturbation compressive sensing 被引量:2
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作者 Youhua Wang Jianqiu Zhang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2016年第2期319-325,共7页
It is understood that the sparse signal recovery with a standard compressive sensing(CS) strategy requires the measurement matrix known as a priori. The measurement matrix is, however, often perturbed in a practical... It is understood that the sparse signal recovery with a standard compressive sensing(CS) strategy requires the measurement matrix known as a priori. The measurement matrix is, however, often perturbed in a practical application.In order to handle such a case, an optimization problem by exploiting the sparsity characteristics of both the perturbations and signals is formulated. An algorithm named as the sparse perturbation signal recovery algorithm(SPSRA) is then proposed to solve the formulated optimization problem. The analytical results show that our SPSRA can simultaneously recover the signal and perturbation vectors by an alternative iteration way, while the convergence of the SPSRA is also analytically given and guaranteed. Moreover, the support patterns of the sparse signal and structured perturbation shown are the same and can be exploited to improve the estimation accuracy and reduce the computation complexity of the algorithm. The numerical simulation results verify the effectiveness of analytical ones. 展开更多
关键词 sparse signal recovery compressive sensing(CS) structured matrix perturbation
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Practical φ_0-stability of stochastic differential equations and corresponding stochastic perturbation theory
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作者 赵平 康宇 宗西举 《中南大学学报(自然科学版)》 EI CAS CSCD 北大核心 2009年第S1期235-238,共4页
The notions of practical φ0-stability were introduced for stochastic differential equations. Sufficient conditions on such practical properties were obtained by using the comparison principle and the cone-valued Lyap... The notions of practical φ0-stability were introduced for stochastic differential equations. Sufficient conditions on such practical properties were obtained by using the comparison principle and the cone-valued Lyapunov function methods. Based on an extended comparison theorem, a perturbation theory of stochastic differential systems was given. 展开更多
关键词 PRACTICAL φ 0-stability STOCHASTIC differential equation comparison principle perturbation theory
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Error Correction in Permittivity Measurement of High Dielectric Constant Materials Based on Cavity Perturbation Method
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作者 MA Li 《微波学报》 CSCD 北大核心 2012年第S1期319-321,共3页
The purpose of this paper is to reduce the error when measuring high dielectric constant materials.In this paper,the reason why the error introduced is analyzed firstly.Then,with HFSS,the method of choosing the size o... The purpose of this paper is to reduce the error when measuring high dielectric constant materials.In this paper,the reason why the error introduced is analyzed firstly.Then,with HFSS,the method of choosing the size of cavity and the dimension of dielectric materials is proposed.And several error correction curves are provided for measuring high dielectric constant materials.Finally,the experiment is conducted to validate the feasibility of our analysis. 展开更多
关键词 HFSS rectangular CAVITY perturbation method high dielectric constant material error correction
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Optimization on temperature efficiency and switch time of thin-walled regenerator with perturbation analysis
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作者 艾元方 梅炽 +2 位作者 蒋绍坚 黄国栋 陈红荣 《Journal of Central South University of Technology》 EI 2006年第5期506-510,共5页
The heat transfer characteristic of honeycomb ceramic regenerator was optimized by the perturbation analytical-numerical method. The results show that there is a temperature efficiency peak and the corresponding optim... The heat transfer characteristic of honeycomb ceramic regenerator was optimized by the perturbation analytical-numerical method. The results show that there is a temperature efficiency peak and the corresponding optimal switch time. The decrease of air oxygen concentration leads to the decrease of maximum temperature efficiency. Optimal switch time is directly proportional to the matrix thickness. The solid heat conduction along the flow direction and the regenerator heat storage capacity of the unit volume have no impact on maximum temperature efficiency and optimal switch time. The temperature efficiency tendency based on the semi-analysis is the same as dispersion combustion tests with low oxygen concentration, and optimal switch time of 2-4 s agrees well with that of 4 s in high-temperature gasification tests. The possibility of design, operate and control a thin-walled regenerator with high efficiency by means of the perturbation method is proved. 展开更多
关键词 thin-walled regenerator perturbation temperature efficiency switch time
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New slant range model and azimuth perturbation resampling based high-squint maneuvering platform SAR imaging
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作者 XIONG Xuying LI Gen +1 位作者 MA Yanheng CHU Lina 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2021年第3期545-558,共14页
Strong spatial variance of the imaging parameters and serious geometric distortion of the image are induced by the acceleration and vertical velocity in a high-squint synthetic aperture radar(SAR)mounted on maneuverin... Strong spatial variance of the imaging parameters and serious geometric distortion of the image are induced by the acceleration and vertical velocity in a high-squint synthetic aperture radar(SAR)mounted on maneuvering platforms.In this paper,a frequency-domain imaging algorithm is proposed based on a novel slant range model and azimuth perturbation resampling.First,a novel slant range model is presented for mitigating the geometric distortion according to the equal squint angle curve on the ground surface.Second,the correction of azimuth-dependent range cell migration(RCM)is achieved by introducing a high-order time-domain perturbation function.Third,an azimuth perturbation resampling method is proposed for azimuth compression.The azimuth resampling and the time-domain perturbation are used for correcting first-order and high-order azimuthal spatial-variant components,respectively.Experimental results illustrate that the proposed algorithm can improve the focusing quality and the geometric distortion correction accuracy of the imaging scene effectively. 展开更多
关键词 synthetic aperture radar(SAR)imaging maneuvering platform high-squint azimuth perturbation resampling
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Perturbation analysis on post-buckling behavior of pile
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作者 赵明华 贺炜 王泓华 《Journal of Central South University of Technology》 EI 2007年第6期853-857,共5页
The nonlinear large deflection differential equation, based on the assumption that the subsoil coefficient is the 2nd root of the depth, was established by energy method. The perturbation parameter was introduced to t... The nonlinear large deflection differential equation, based on the assumption that the subsoil coefficient is the 2nd root of the depth, was established by energy method. The perturbation parameter was introduced to transform the equation to a series of linear differential equations to be solved, and the deflection function according with the boundary condition was considered. Then, the nonlinear higher-order asymptotic solution of post-buckling behavior of a pile was obtained by parameter-substituting. The influencing factors such as bury-depth ratio and stiffness ratio of soil to pile, slenderness ratio on the post-buckling behavior of a pile were analyzed. The results show that the pile is more unstable when the bury-depth ratio and stiffness ratio of soil to pile increase, and although the buckling load increases with the stiffness of soil, the pile may ruin for its brittleness. Thus, in the region where buckling behavior of pile must be taken into account, the high grade concrete is supposed to be applied, and the dynamic buckling behavior of pile needs to be further studied. 展开更多
关键词 pile foundation stable loading path perturbation approach bury-depth ratio stiffness ratio of pile to soil
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An ILMI Approach to RFDF for Uncertain Linear Systems with Nonlinear Perturbations 被引量:8
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作者 钟麦英 叶昊 +1 位作者 陈桂友 王桂增 《自动化学报》 EI CSCD 北大核心 2005年第2期297-300,共4页
The robust fault detection filter design for uncertain linear systems with nonlinear perturbations is formulated as a two-objective optimization problem. Solvable conditions for the existence of such a robust fault de... The robust fault detection filter design for uncertain linear systems with nonlinear perturbations is formulated as a two-objective optimization problem. Solvable conditions for the existence of such a robust fault detection filter are given in terms of matrix inequalities (MIs), which can be solved by applying iterative linear matrix inequality (ILMI) techniques. Particularly, compared with two existing LMI methods, the developed algorithm is more generalized and less conservative.An illustrative example is given to show the effectiveness of the proposed method. 展开更多
关键词 非线性摄动系统 鲁棒 故障诊断滤波器 ILMI算法
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Singular perturbation approach for control of hydraulically driven flexible manipulator
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作者 LI Guang WU Min 《Journal of Central South University of Technology》 2005年第z1期238-242,共5页
The hydraulic flexible manipulator system is divided into two parts: flexible arm dynamics and hydraulic servomechanism, a driving Jacobian is derived to connect these two parts. Taking hydraulic actuator force as vir... The hydraulic flexible manipulator system is divided into two parts: flexible arm dynamics and hydraulic servomechanism, a driving Jacobian is derived to connect these two parts. Taking hydraulic actuator force as virtual input, a singular perturbed composite model is formulated and used to design composite controllers for the flexible link, in which the slow subsystem controller dominates the trajectory tracking, and then a fast controller is designed to damp out the vibration of the flexible structure. Moreover, the backstepping technique is applied to regulate the spool position of a hydraulic valve to provide the required force. Simulation results are provided to show the effectiveness of the presented approach. 展开更多
关键词 flexible MANIPULATOR hydraulic ACTUATOR SINGULAR perturbation BACKSTEPPING CONTROL
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Delay-dependent Robust Stability of Neutral Systems with Mixed Delays and Nonlinear Perturbations 被引量:15
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作者 ZHANG Wen-An YU Li 《自动化学报》 EI CSCD 北大核心 2007年第8期863-866,共4页
关键词 中性系统 延迟依赖标准 非线性干扰 稳健性 线性矩阵不等式
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“嫦娥六号”立方星轨道确定及演化分析 被引量:2
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作者 孔静 汪赛进 +2 位作者 刘少然 马心宇 段成林 《深空探测学报(中英文)》 北大核心 2025年第1期15-22,共8页
以“嫦娥六号”任务搭载的巴基斯坦立方星为研究对象,系统分析了其轨道特性、力学环境及测量手段,重点探讨了影响轨道变化的主要摄动因素。在缺乏测距和甚长基线干涉测量(Very Long Baseline Interferometry,VLBI)支持的条件下,提出了... 以“嫦娥六号”任务搭载的巴基斯坦立方星为研究对象,系统分析了其轨道特性、力学环境及测量手段,重点探讨了影响轨道变化的主要摄动因素。在缺乏测距和甚长基线干涉测量(Very Long Baseline Interferometry,VLBI)支持的条件下,提出了一种基于三向测速的轨道确定方法,建立了三向测速模型,并对测速误差进行分析;同时,设计了适用于稀疏观测模式的定轨策略,并完成了误差评估。此外,对立方星轨道的长期演化进行了深入分析。研究结果表明:三向多普勒测速残差的均方根误差为2 mm/s,轨道确定的位置精度优于1 km;立方星轨道主要受月球非球形引力摄动和地球质点引力摄动的影响,三体引力在其轨道演化中起到了重要作用。轨道演化预测显示,立方星的近月距离预计于2025年4月缩小至小于月球半径。研究为深空探测任务中的微小卫星轨道确定与演化分析提供了参考。 展开更多
关键词 嫦娥六号 立方星 轨道确定 轨道摄动 轨道演化
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高速涡轮泵动静压混合式气体隔离密封扰动性能 被引量:2
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作者 李双喜 刘安 +2 位作者 刘志远 张江腾 李世聪 《化工学报》 北大核心 2025年第1期311-323,共13页
隔离密封对高速涡轮泵燃料密封极为重要,但其在工作时存在供气压力波动、外界振动强烈等问题,会严重影响密封性能。对动静压隔离密封气膜扰动工况,基于有限元数值分析方法建立了动态变化扰动分析模型,采用Fluent动网格技术和MATLAB求解... 隔离密封对高速涡轮泵燃料密封极为重要,但其在工作时存在供气压力波动、外界振动强烈等问题,会严重影响密封性能。对动静压隔离密封气膜扰动工况,基于有限元数值分析方法建立了动态变化扰动分析模型,采用Fluent动网格技术和MATLAB求解端面气膜扰动刚度及扰动阻尼,对比静压式与动静压混合式气体隔离密封的扰动性能,讨论气膜厚度、工作压力及扰动幅值等参数对扰动性能的影响,得到其变化规律,并试验验证了动静压密封的抗扰动性能。结果表明:扰动频率的增加使得扰动刚度整体呈现先减小后增大的趋势,扰动阻尼随扰动频率的增加迅速降低,在10~100 Hz时逐渐趋于平稳。供气压力与扰动刚度、扰动阻尼呈正相关。工作转速增大,扰动刚度在低频段增大、在中高频段减小,扰动阻尼全频减小。扰动幅值增大,扰动刚度在中低频段几乎不变、在高频段减小,扰动阻尼略有增大。工作膜厚与扰动刚度、扰动阻尼呈负相关。动静压式混合密封有效提升了密封装置中低频下的稳定性能,避免了密封处于低压、低转速时抗扰动能力不足的问题。 展开更多
关键词 隔离密封 气体 动静压 扰动刚度 扰动阻尼
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基于折射反向学习机制的樽海鞘群算法 被引量:1
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作者 钱谦 翟豪 +2 位作者 潘家文 冯勇 李英娜 《小型微型计算机系统》 北大核心 2025年第1期119-127,共9页
由于樽海鞘群算法(SSA)容易陷入局部最优,导致算法收敛能力较差,为了提高算法的搜索性能,本文提出了一种基于折射反向学习的樽海鞘群算法rOSSA.算法根据折射反向学习在解空间中获得反向解,使搜索代理获得更多选择机会,增加算法找到更优... 由于樽海鞘群算法(SSA)容易陷入局部最优,导致算法收敛能力较差,为了提高算法的搜索性能,本文提出了一种基于折射反向学习的樽海鞘群算法rOSSA.算法根据折射反向学习在解空间中获得反向解,使搜索代理获得更多选择机会,增加算法找到更优解的可能性.此外,在折射反向学习中引入概率扰动机制,通过概率扰动机制使搜索代理在迭代后期能够跳出局部最优,从而增强算法的全局搜索能力.最后,通过9个单峰、多峰、复合测试函数和一个工程计算问题将rOSSA与近年提出的一些主流算法进行比较,实验结果有效证明了本文改进算法的有效性. 展开更多
关键词 樽海鞘群算法 搜索性能 折射反向学习 概率扰动
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基于双扰动观测器的开关磁阻电动机模型预测控制实验平台研究 被引量:1
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作者 昝小舒 朱震宇 +3 位作者 于书韵 徐瑞东 冷旭东 王怀庆 《实验室研究与探索》 北大核心 2025年第7期26-32,共7页
为了提高开关磁阻电动机驱动系统的控制精度,提出一种基于双扰动观测器的模型预测控制(MPC)策略。将单扰动观测器引入模型预测控制策略,实现系统低频扰动的补偿;同时,引入通信扰动观测器以实现对时延扰动补偿。基于此策略,设计出一种基... 为了提高开关磁阻电动机驱动系统的控制精度,提出一种基于双扰动观测器的模型预测控制(MPC)策略。将单扰动观测器引入模型预测控制策略,实现系统低频扰动的补偿;同时,引入通信扰动观测器以实现对时延扰动补偿。基于此策略,设计出一种基于双扰动观测器的开关磁阻实验平台,并对其进行仿真和实验验证。实验结果表明,该样机具有更好的鲁棒性和动态性能。此外,该平台有助于学生理解电力电子设备的特性及其应用,锻炼学生的实践操作能力,从而提升相关课程的教学质量。 展开更多
关键词 开关磁阻电动机 模型预测控制 双扰动观测器 实践操作
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基于目标扰动的本地化差分隐私矩阵分解推荐算法 被引量:3
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作者 王永 罗陈红 +1 位作者 邓江洲 高明星 《计算机学报》 北大核心 2025年第2期451-462,共12页
推荐系统作为有效应对信息过载的工具被广泛应用在电子商务、社交媒体和新闻资讯等领域中。矩阵分解具有泛化能力强和计算效率高的优点,是构建推荐系统的主流算法之一。为提高推荐质量,推荐服务器需要收集大量用户数据用于推荐模型的训... 推荐系统作为有效应对信息过载的工具被广泛应用在电子商务、社交媒体和新闻资讯等领域中。矩阵分解具有泛化能力强和计算效率高的优点,是构建推荐系统的主流算法之一。为提高推荐质量,推荐服务器需要收集大量用户数据用于推荐模型的训练。由于推荐服务器不是完全可信的,向服务器共享用户数据会对用户隐私构成极大的威胁。如何构建一个在保护用户隐私的同时,还能确保推荐质量和准确性的系统,成为了一个热门的研究话题。本地化差分隐私是一种分布式的隐私保护机制,它从中心化差分隐私中发展而来,旨在解决服务器不可信场景下的数据的安全收集和分析。这种框架通过精确的数学证明来确保隐私保护的强度。目前,已经有研究工作将本地化差分隐私引入推荐系统,目的是在推荐效果可接受的情况下,确保用户隐私数据的安全。然而,这些研究还面临一些挑战。首先,隐私保护的范围有限。目前的方法大多只关注显式数据的具体数值,认为这是用户的隐私信息。事实上,攻击者可以通过检查数据是否包含在数据集中,来推测用户的隐私信息。其次,推荐质量较低。本地化差分隐私通过引入扰动来保护用户隐私,但这种方法会导致扰动幅度过大和误差累积,进而影响推荐质量。在推荐服务器不可信场景下,本文提出一种基于本地化差分隐私的矩阵分解推荐算法。首先,该算法将评分数值和评分存在性同时作为隐私保护的对象,为用户提供全面的隐私保护。其次,本算法采用目标扰动方法,添加的噪声量不会随着迭代次数增加而增加,有效避免模型训练过程中噪声累积的问题,保证模型训练的有效性。最后,针对分布式场景下多轮迭代导致的中间参数泄露问题,以无放回方式将采样的模型梯度元素发送给推荐服务器,用于模型训练。本文从理论上证明了所提算法满足本地化差分隐私。对所提算法的效用分析证明本文算法在保证有效的推荐质量的同时,能够实现对用户隐私数据的保护。实验结果表明本文算法极大地提高了隐私保护推荐算法的性能,本文算法在公开数据集上的误差下降幅度平均可达18%,在推荐领域数据隐私保护中展现出良好的应用价值。 展开更多
关键词 矩阵分解 本地化差分隐私 目标扰动 推荐算法 隐私保护
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基于改进粒子群算法的光伏逆变器控制参数辨识 被引量:5
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作者 罗建 孙越 江丽娟 《河南理工大学学报(自然科学版)》 CAS 北大核心 2025年第1期124-133,共10页
精准的光伏并网逆变器模型是研究大规模光伏接入下电力系统故障特性的重要工具。目的为了解决现有光伏逆变器仿真模型与实际工作中的光伏逆变器特性相差较大的问题,方法提出采用参数辨识的方法构建逆变器的辨识模型。以重庆云阳某1 MW... 精准的光伏并网逆变器模型是研究大规模光伏接入下电力系统故障特性的重要工具。目的为了解决现有光伏逆变器仿真模型与实际工作中的光伏逆变器特性相差较大的问题,方法提出采用参数辨识的方法构建逆变器的辨识模型。以重庆云阳某1 MW光伏电站为实际参照模型,首先根据实际工作情况将逆变器的工作区间划分为3个阶段,利用数学扰动法分别对3个阶段中的待辨识参数划分灵敏度高低等级,并由此提出不同阶段不同灵敏度参数分步辨识策略;其次,分阶段采集实际光伏电站工作数据,对该数据进行分析处理,获得各待辨识参数的初始取值范围,设计同步辨识参数实验作为参照;最后提出改进的混沌遗传粒子群优化算法(chaos genetic algorithm of particle swarm optimization,CGAPSO)作为辨识算法,分步分工作阶段辨识相关参数,通过对比参数的同步辨识结果,验证所提方法的优越性,并将辨识结果代入仿真模型。结果结果表明,低灵敏度参数的同步辨识结果误差远超过可接受范围,而CGAPSO分步辨识出的相关参数误差皆在1.1%以下,精度远高于同步辨识结果。结论基于改进粒子群算法构建的辨识模型输出数据与实际逆变器工作数据契合度高,可准确反映逆变器实际工作特性。 展开更多
关键词 光伏并网逆变器 逆变器控制策略 参数辨识 数学扰动法 改进粒子群优化算法
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