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Adaptive Sliding Mode Control With Linear Extended State Observer for Active Magnetic Bearing-Rotor Systems
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作者 Yaozhong Zheng Hai-Tao Zhang +3 位作者 Ziheng Yu Xiang Huang Haichao Jiao Han Ding 《IEEE/CAA Journal of Automatica Sinica》 2025年第8期1736-1738,共3页
Dear Editor,Active magnetic bearings(AMBs)are of considerable interest and significance in smart manufacturing due to their zero-friction and adaptivity to noncontact rotor rotations.This paper proposes an active levi... Dear Editor,Active magnetic bearings(AMBs)are of considerable interest and significance in smart manufacturing due to their zero-friction and adaptivity to noncontact rotor rotations.This paper proposes an active levitation control algorithm based on adaptive sliding mode control(ASMC)equipped with linear extended state observer(LESO).Sufficient conditions are derived to guarantee the asymptotical stability of the associated closed-loop system.Experiments are conducted on a real AMB-rotor platform to demonstrate the effectiveness and superiority of the proposed algorithm. 展开更多
关键词 smart manufacturing linear extended state observer leso sufficient active magnetic bearing rotor systems adaptive sliding mode control magnetic bearings ambs adaptive sliding mode control asmc equipped active levitation control algorithm
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Unknown Input Extended Kalman Filter and Applications in Nonlinear Fault Diagnosis 被引量:4
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作者 李令莱 周东华 +1 位作者 王友清 孙德辉 《Chinese Journal of Chemical Engineering》 SCIE EI CAS CSCD 2005年第6期783-790,共8页
Unknown input observer is one of the most famous strategies for robust fault diagnosis of linear systems, but studies on nonlinear cases are not sufficient. On the other hand, the extended Kalman filter (EKF) is wel... Unknown input observer is one of the most famous strategies for robust fault diagnosis of linear systems, but studies on nonlinear cases are not sufficient. On the other hand, the extended Kalman filter (EKF) is wellknown in nonlinear estimation, and its convergence as an observer of nonlinear deterministic system has been derived recently. By combining the EKF and the unknown input Kalman filter, we propose a robust nonlinear estimator called unknown input EKF (UIEKF) and prove its convergence as a nonlinear robust observer under some mild conditions using linear matrix inequality (LMI). Simulation of a three-tank system “DTS200”, a benchmark in process control, demonstrates the robustness and effectiveness of the UIEKF as an observer for nonlinear systems with uncertainty, and the fault diagnosis based on the UIEKF is found successful. 展开更多
关键词 extended Kalman filter fault diagnosis unknown input convergence analysis linear matrix inequality
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Dynamic Stability Analysis of Linear Time-varying Systems via an Extended Modal Identification Approach 被引量:2
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作者 Zhisai MA Li LIU +3 位作者 Sida ZHOU Frank NAETS Ward HEYLEN Wim DESMET 《Chinese Journal of Mechanical Engineering》 SCIE EI CAS CSCD 2017年第2期459-471,共13页
The problem of linear time-varying(LTV) system modal analysis is considered based on time-dependent state space representations, as classical modal analysis of linear time-invariant systems and current LTV system mo... The problem of linear time-varying(LTV) system modal analysis is considered based on time-dependent state space representations, as classical modal analysis of linear time-invariant systems and current LTV system modal analysis under the "frozen-time" assumption are not able to determine the dynamic stability of LTV systems. Time-dependent state space representations of LTV systems are first introduced, and the corresponding modal analysis theories are subsequently presented via a stabilitypreserving state transformation. The time-varying modes of LTV systems are extended in terms of uniqueness, and are further interpreted to determine the system's stability. An extended modal identification is proposed to estimate the time-varying modes, consisting of the estimation of the state transition matrix via a subspace-based method and the extraction of the time-varying modes by the QR decomposition. The proposed approach is numerically validated by three numerical cases, and is experimentally validated by a coupled moving-mass simply supported beam exper- imental case. The proposed approach is capable of accurately estimating the time-varying modes, and provides anew way to determine the dynamic stability of LTV systems by using the estimated time-varying modes. 展开更多
关键词 linear time·varying systems · extended modal identification · Dynamic stability analysis · Time·varying modes
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Extended Group of the Subgroup Gr in Linear Group Over the Principal Ideal Ring 被引量:1
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作者 WEI Zong-li QU He-mei 《Chinese Quarterly Journal of Mathematics》 CSCD 北大核心 2008年第4期600-605,共6页
Suppose R is a principal ideal ring, R^* is a multiplicative group which is composed of all reversible elements in R, and Mn(R), GL(n,R), SL(n,R) are denoted by,Mn(R)={A=(aij)n×n|aij∈R,i,j=1,2…,n},G... Suppose R is a principal ideal ring, R^* is a multiplicative group which is composed of all reversible elements in R, and Mn(R), GL(n,R), SL(n,R) are denoted by,Mn(R)={A=(aij)n×n|aij∈R,i,j=1,2…,n},GL(n,R)={g|g∈Mn(R),det g∈R^*},SL(n,R)={g∈GL(n,R)|det g=1},SL(n,R)≤G≤GL(n,R)(n≥3),respectively,then basing on these facts, this paper mainly focus on discussing all extended groups of Gr={(O D^A B)∈G|A∈GL(r,R),(1≤r〈n)}in G when R is a principal ideal ring. 展开更多
关键词 principal ideal ring extended group linear group
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Joint angle and frequency estimation for linear array:an extended DOA-matrix method 被引量:1
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作者 CHEN Luo DAI Xiangrui ZHANG Xiaofei 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2022年第4期887-895,共9页
An approach for joint direction of arrival(DOA) angle and frequency estimation for a linear array is investigated in this paper. Specifically, we make the utmost of the autocorrelation and cross-correlation informatio... An approach for joint direction of arrival(DOA) angle and frequency estimation for a linear array is investigated in this paper. Specifically, we make the utmost of the autocorrelation and cross-correlation information to propose an extended DOAmatrix(EDOAM) method. Subsequently, we obtain the autopaired angle and frequency estimates by the eigenvalues and the corresponding eigenvectors of the novel DOA matrix. Furthermore, the proposed method surpasses the DOA-matrix method which partly ignores the autocorrelation and cross-correlation information. Finally, the proposed method works well for both uniform and non-uniform linear arrays. The simulation consequences indicate the superiority of our proposed approach. 展开更多
关键词 direction of arrival(DoA) FREQUENCY linear array time delay extended DoA-matrix method
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CONVERGENCE OF A MODIFIED SLP ALGORITHM FOR THE EXTENDED LINEAR COMPLEMENTARITY PROBLEM
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作者 XIU Naihua(修乃华) +1 位作者 GAO Ziyou(高自友) 《Applied Mathematics and Mechanics(English Edition)》 SCIE EI 2001年第5期602-608,共7页
A modified sequential linear programming algorithm is presented, whose subproblem is always solvable, for the extended linear complementarity problem (XLCP), the global convergence of the algorithm under assumption of... A modified sequential linear programming algorithm is presented, whose subproblem is always solvable, for the extended linear complementarity problem (XLCP), the global convergence of the algorithm under assumption of X-row sufficiency or X-colunm monotonicity is proved. As a result, a sufficient condition for existence and boundedness of solution to the XLCP are obtained. 展开更多
关键词 extended linear complementarity problem modified SLP algorithm global convergence
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The Smoothing Newton Method for Solving the Extended Linear Complementarity Problem
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作者 TANG Jia MA Chang-feng 《Chinese Quarterly Journal of Mathematics》 CSCD 2012年第3期439-446,共8页
The extended linear complementarity problem(denoted by ELCP) can be reformulated as the solution of a nonsmooth system of equations. By the symmetrically perturbed CHKS smoothing function, the ELCP is approximated by ... The extended linear complementarity problem(denoted by ELCP) can be reformulated as the solution of a nonsmooth system of equations. By the symmetrically perturbed CHKS smoothing function, the ELCP is approximated by a family of parameterized smooth equations. A one-step smoothing Newton method is designed for solving the ELCP. The proposed algorithm is proved to be globally convergent under suitable assumptions. 展开更多
关键词 extended linear complementarity problem smoothing Newton method global convergence
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Robust Disturbance Rejection Based Control with Extended-state Resonant Observer for Sway Reduction in Uncertain Tower-cranes 被引量:2
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作者 Horacio Coral-Enriquez Santiago Pulido-Guerrero John Cortés-Romero 《International Journal of Automation and computing》 EI CSCD 2019年第6期812-827,共16页
In this paper, the problem of load transportation and robust mitigation of payload oscillations in uncertain tower-cranes is addressed. This problem is tackled through a control scheme based on the philosophy of activ... In this paper, the problem of load transportation and robust mitigation of payload oscillations in uncertain tower-cranes is addressed. This problem is tackled through a control scheme based on the philosophy of active-disturbance-rejection. Here, a general disturbance model built with two dominant components: polynomial and harmonic, is stated. Then, a disturbance observer is formulated through state-vector augmentation of the tower-crane model. Thus, better performance of estimations for system states and disturbances is achieved. The control law is then formulated to actively reject the disturbances but also to accommodate the closed-loop system dynamics even under system uncertainty. The proposed control schema is validated via experimentation using a small-scale tower-crane,and compared with other relevant active disturbance rejection control(ADRC)-based techniques. The experimental results show that the proposed control scheme is robust under parametric uncertainty of the system, and provides improved attenuation of payload oscillations even under system uncertainty. 展开更多
关键词 Active DISTURBANCE rejection control(ADRC) extended state observer(ESo) tower-crane CoNTRoL RESoNANT oBSERVER DISTURBANCE oBSERVER linear matrix inequality
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Two-step measurement update for extended Kalman filtering
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作者 ZhangYong'an ZhouDi DuanGuangren 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第1期21-25,共5页
The nonlinear filtering for a class of discrete-time stochastic dynamic systems whose measurement equations contain linear (or universal linearizable) components and nonlinear components which are mutually statistical... The nonlinear filtering for a class of discrete-time stochastic dynamic systems whose measurement equations contain linear (or universal linearizable) components and nonlinear components which are mutually statistical independent is investigated. A two-step measurement update is proposed for the filtering of the systems. The first-step update is a linear (or universal linearization) measurement correction which introduces an intermediate estimate, while the second-step nonlinear linearization update produces the final posterior estimate based on the first-step estimate. Since the first measurement correction is a linear or universal linearization update, it provides an accurate linearization reference point for the second nonlinear measurement update. Two simulation examples show superiority of the new estimation method. 展开更多
关键词 universal linearization extended Kalman filter modified gain extended Kalman filter target tracking.
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Sidelobe Suppression in CR-OFDM system by Adding Extended Data Carriers
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作者 Tianwei Wen Yafeng Wang 《Communications and Network》 2013年第3期327-332,共6页
Out-band radiation is a severe problem for Cognitive Radio with OFDM system (CR-OFDM) which is caused by the sidelobe of OFDM signals. Lots of studies have been done on suppressing the sidelobe power and numerous meth... Out-band radiation is a severe problem for Cognitive Radio with OFDM system (CR-OFDM) which is caused by the sidelobe of OFDM signals. Lots of studies have been done on suppressing the sidelobe power and numerous methods have been proposed. In this paper, we propose a novel method to minimize the sidelobe by adding extended data carrier so called EDC to the original data carriers so as to protect primary user (PU) spectrum. Unlike the methods before, the EDCs are deployed within the secondary user (SU) data frequency spectrum to fully use the spectrum. Moreover, we derive the linear least squares problem to get the optimal weighting factors of EDCs to minimize the sidelobe power which is subject to an original data interference constraint. By simulation, we find that EDC is more capable in sidelobe suppression than method of Cancellation Carrier (CC) while EDC has only a small loss in BER performance. 展开更多
关键词 CoGNITIVE Radio extended Data CARRIER oFDM SIDELoBE SUPPRESSIoN linear Least SQUARE
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Vibrational, rotational, and triaxiality features in extended O(6) dynamical symmetry of IBM using three-body interactions
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作者 A.M.Khalaf Azza O.El-Shal +1 位作者 M.M.Taha M.A.El-Sayed 《Nuclear Science and Techniques》 SCIE CAS CSCD 2020年第5期44-56,共13页
The shape transition between the vibrational U(5)and deformed c-unstable O(6)dynamical symmetries of sd interacting boson model has been investigated by considering a modified O(6)Hamiltonian,providing that the coeffi... The shape transition between the vibrational U(5)and deformed c-unstable O(6)dynamical symmetries of sd interacting boson model has been investigated by considering a modified O(6)Hamiltonian,providing that the coefficients of the Casimir operator of O(5)are N-dependent,where N is the total number of bosons.The modified O(6)Hamiltonian does not contain the number operator of the d boson,which is responsible for the vibrational motions.In addition,the deformation features can be achieved without using the SU(3)limit by adding to the O(6)dynamical symmetry the three-body interaction[QQQ]^(0),where Q is the O(6)symmetric quadrupole operator.Moreover,triaxiality can be generated through the inclusion of the cubic d-boson interaction[d+d+d+]^(3)·∣ddd∣^(3).The classical limit of the potential energy surface(PES),which represents the expected value of the total Hamiltonian in a coherent state,is studied and examined.The modified O(6)model is applied to the even–even^124-132 Xe isotopes.The parameters for the Hamiltonian and the PESs are calculated using a simulated search program to obtain the minimum root mean square deviation between the calculated and experimental excitation energies and B(E2)values for a number of low-lying levels.A good agreement between the calculations and experiment results is found. 展开更多
关键词 Nuclear structure extended o(6)of IBM THREE-BoDY interactions Coherent state
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On geometric interpretation of extended state observer: a preliminary study
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作者 Jinfeng Chen Zhiqiang Gao 《Control Theory and Technology》 EI CSCD 2023年第1期89-96,共8页
Borrowing the framework of the geometric approach, this paper tries to analyze and explain why it is possible for the extended state observer (ESO) to estimate the state vector and total disturbance accurately. The ge... Borrowing the framework of the geometric approach, this paper tries to analyze and explain why it is possible for the extended state observer (ESO) to estimate the state vector and total disturbance accurately. The geometric approach has provided an elegant and rigorous framework to redefine some key concepts in modern control theory, such as controllability and observability. Moreover, those concepts can be extended to deal with systems in the presence of inaccessible disturbances, such as controlled invariants and conditioned invariants. It is shown in this paper that the augmented system of the ESO is unknown-state unknown-input completely reconstructable in finite time interval. A numerical simulation is given to verify the state vector and total disturbance can be estimated accurately by the ESO if the augmented system is unknown-state unknown-input completely reconstructable. 展开更多
关键词 extended state observer:Geometric approach-observability Uncertain linear systems
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考虑端部效应的永磁同步直线电机变增益ESO-PLL无位置传感器控制
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作者 段智勇 颜建虎 +1 位作者 佟胜 张威航 《电机与控制应用》 2026年第1期24-34,共11页
【目的】为了提高基于非线性磁链观测器(NFO)的永磁同步直线电机(PMSLM)无位置传感器控制系统的控制精度,本文考虑了PMSLM固有的端部效应对电机模型参数的影响,并对NFO进行了重构。此外,为了提高传统扩张状态观测器(ESO)在PMSLM无位置... 【目的】为了提高基于非线性磁链观测器(NFO)的永磁同步直线电机(PMSLM)无位置传感器控制系统的控制精度,本文考虑了PMSLM固有的端部效应对电机模型参数的影响,并对NFO进行了重构。此外,为了提高传统扩张状态观测器(ESO)在PMSLM无位置传感器控制系统中的抗扰动能力,提出了一种变增益扩张状态观测器锁相环(VGESO-PLL)位置解算方法。【方法】首先,考虑到PMSLM固有的端部效应在电机运行过程中所造成的电压偏差,对现有数学模型进行了修正,并对NFO进行重构。然后,通过分析ESO带宽对位置估计性能的影响,提出了一种改进的VGESO控制方法。该方法在传统ESO中引入了受估计速度导数驱动的带宽变化律,以动态改变ESO带宽,从而提高了瞬态条件下的速度观测精度。最后,通过欧拉离散方法,对VGESO的特征方程进行求解,并结合Jury判据给出了VGESO带宽选择范围。【结果】试验结果表明,在速度从0.1 m/s突增至0.3 m/s的工况下,VGESO-PLL的最大速度估计误差相较于传统PLL减小了8.05%,虽然最大速度估计误差和ESO-PLL一致,但速度估计误差波动范围较ESO-PLL更小;在速度从0.3 m/s突减至0.1 m/s的工况下,VGESO-PLL的最大速度估计误差相较于传统PLL减小了73.1%,较ESO-PLL减小了37.7%。【结论】本文重构的NFO能够反映PMSLM端部效应的影响,所提VGESO-PLL位置解算方法可以有效改善PMSLM在速度突变工况下的速度观测精度,有效提高了VGESO的抗扰动能力。 展开更多
关键词 端部效应 永磁同步直线电机 锁相环 无位置传感器控制 变增益扩张状态观测器
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光伏逆变器Boost 电路线性自抗扰控制 被引量:2
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作者 曾江 刘佩 叶康权 《电力电子技术》 2025年第4期44-47,82,共5页
针对光伏逆变器运行在PV曲线左侧时,Boost电路发生谐振的问题,构造线性自抗扰控制器(LADRC)控制Boost电路。为了提高LADRC在低采样频率下的稳定性,本文提出一种改进线性扩张状态观测器(LESO)离散化算法。通过劳斯判据证明该算法在本文... 针对光伏逆变器运行在PV曲线左侧时,Boost电路发生谐振的问题,构造线性自抗扰控制器(LADRC)控制Boost电路。为了提高LADRC在低采样频率下的稳定性,本文提出一种改进线性扩张状态观测器(LESO)离散化算法。通过劳斯判据证明该算法在本文的控制参数下比传统LESO离散化算法更稳定。仿真结果表明,当光伏逆变器运行在PV曲线左侧时,所提改进LESO离散化的LADRC算法比传统PI控制有更好的稳态和暂态性能,其控制带宽能突破系统谐振频率的限制。 展开更多
关键词 光伏逆变器 线性自抗扰控制 线性扩张状态观测器
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基于CESO的磁悬浮球系统线性自抗扰控制
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作者 金坤善 贾睿东 +2 位作者 张井岗 贾雁 陈志梅 《控制工程》 北大核心 2025年第12期2221-2228,共8页
常规线性自抗扰控制方法在处理含高频测量噪声的磁悬浮球系统时存在性能受限的问题,因此,提出一种基于级联扩张状态观测器(cascade extended state observer,CESO)的磁悬浮球系统线性自抗扰控制策略。首先,将总扰动分解为不同频率的扰... 常规线性自抗扰控制方法在处理含高频测量噪声的磁悬浮球系统时存在性能受限的问题,因此,提出一种基于级联扩张状态观测器(cascade extended state observer,CESO)的磁悬浮球系统线性自抗扰控制策略。首先,将总扰动分解为不同频率的扰动分量;然后,利用线性扩张状态观测器的低频滤波特性和状态估计速度/精度与其带宽取值的正相关性,构建线性CESO,实现扰动的分层协同处理,以提升对不确定综合扰动的估计精度。在分析CESO收敛性的基础上,分别将其与PID控制方法和传统线性自抗扰控制方法进行仿真对比研究,结果表明:基于CESO的线性自抗扰控制方法能实现对磁悬浮球系统不确定扰动的高精度估计/控制,对含有高频测量噪声的多源不确定扰动具有较强的鲁棒性,可有效提升系统的控制性能。 展开更多
关键词 磁悬浮球系统 线性自抗扰控制 级联扩张状态观测器 多源不确定扰动
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改进LESO的永磁轮毂电机无位置传感器控制
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作者 潘公宇 晋恩荣 《重庆理工大学学报(自然科学)》 北大核心 2025年第4期190-199,共10页
针对传统线性扩张状态观测器(linear extended state observer,LESO)低通滤波特性不足以跟踪快速变化的反电动势,导致估计反电动势幅值损失和相位偏差问题,提出一种改进线性扩张状态观测器的永磁轮毂电机无传感器控制算法。将降阶准谐... 针对传统线性扩张状态观测器(linear extended state observer,LESO)低通滤波特性不足以跟踪快速变化的反电动势,导致估计反电动势幅值损失和相位偏差问题,提出一种改进线性扩张状态观测器的永磁轮毂电机无传感器控制算法。将降阶准谐振控制器植入传统线性扩张状态观测器的内部模型中,在不同转速下均能获得无幅值衰减和无相位滞后的反电动势,准确估计永磁轮毂电机转子位置与转速,提高永磁轮毂电机在调速和突加减负载时无位置传感器控制算法的可靠性。结果表明:相较于传统LESO,改进后的线性扩张观测器算法在宽转速范围内,转速估计误差为2.3 r/min,位置估计误差仅为0.4°,在负载突变和参数失配的工况下具有较强的鲁棒性和抗干扰能力。 展开更多
关键词 线性扩张观测器 永磁轮毂电机 无位置传感器控制
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Dashnic-Zusmanovich矩阵的扩展垂直线性互补问题的误差界
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作者 李艳艳 《文山学院学报》 2025年第5期52-55,93,共5页
文章研究Dashnic-Zusmanovich矩阵的扩展垂直线性互补问题,在该类矩阵逆的无穷范数的基础上,通过构造新的Dashnic-Zusmanovich矩阵和利用不等式的放缩,得到了Dashnic-Zusmanovich矩阵和Dashnic-Zusmanovich-B矩阵的扩展垂直线性互补问... 文章研究Dashnic-Zusmanovich矩阵的扩展垂直线性互补问题,在该类矩阵逆的无穷范数的基础上,通过构造新的Dashnic-Zusmanovich矩阵和利用不等式的放缩,得到了Dashnic-Zusmanovich矩阵和Dashnic-Zusmanovich-B矩阵的扩展垂直线性互补问题的新误差界。 展开更多
关键词 Dashnic-Zusmanovich矩阵 无穷范数 扩展垂直线性互补
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基于Linear Cohesion模型的含水堆积体滑坡过程数值模拟 被引量:2
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作者 高道路 王林峰 《水资源与水工程学报》 CSCD 2020年第1期227-233,共7页
水通常是堆积体滑坡发生的触发因素,采用数值方法模拟堆积体滑坡时加入水的液桥力有助于提高计算结果的合理性。为了研究含水堆积体滑坡过程的各项运动特性,提出采用Linear Cohesion接触模型模拟含水湿润状态下松散堆积体滑坡的运动过程... 水通常是堆积体滑坡发生的触发因素,采用数值方法模拟堆积体滑坡时加入水的液桥力有助于提高计算结果的合理性。为了研究含水堆积体滑坡过程的各项运动特性,提出采用Linear Cohesion接触模型模拟含水湿润状态下松散堆积体滑坡的运动过程,利用离散元程序EDEM 2017建立了含水堆积体滑坡水槽数值模型,计算堆积体从失稳-滑动-堆积整个运动过程。结果表明:能量密度k是Linear Cohesion模型模拟含水堆积体滑坡的关键参数;当k<5000 J/m^3时,随着能量密度值逐渐增大,堆积体滑动过程的流动性越来越小,最大平均速度值和最大动能越大,当k≥5000 J/m^3时,含水堆积体的各项滑动特征变化不明显;较小能量密度的湿颗粒堆积体在滑动过程中结构体易发生破坏,形成的颗粒群流动性更强,滑动距离更远,扩大了滑坡灾害的影响范围。相关研究成果对今后类似的含水堆积体滑坡灾害的预测和评估有一定参考价值。 展开更多
关键词 滑坡 含水堆积体 linear Cohesion接触模型 离散单元法(EDEM) 能量密度 液桥力
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基于改进LESO的电力电子负载自抗扰控制研究 被引量:2
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作者 陈伟国 曾江 《电测与仪表》 北大核心 2025年第9期176-185,共10页
提出了一种基于改进线性扩张状态观测器(linear extended state observer,LESO)的电力电子负载自抗扰控制策略,解决了传统控制方法动态性能较差、对系统参数依赖等问题。建立LCL(line current loop)变换器在α-β坐标系下的数学模型,分... 提出了一种基于改进线性扩张状态观测器(linear extended state observer,LESO)的电力电子负载自抗扰控制策略,解决了传统控制方法动态性能较差、对系统参数依赖等问题。建立LCL(line current loop)变换器在α-β坐标系下的数学模型,分析线性自抗扰控制(linear active disturbance rejection control,LADRC)中LESO的误差,对观测器控制输出部分的结构进行改进,以减小观测值中来自控制输出信号的误差。通过LESO求取指令电流微分,引入线性误差反馈控制率中,减小传统LADRC的固有误差。分析系统的频域特性,研究参数和控制策略对系统的影响。通过仿真和半实物仿真,验证了改进策略能明显改善传统LADRC跟踪动态信号时的波形畸变、相位滞后等问题,使变换器实现对各类负载的精确模拟。 展开更多
关键词 电力电子负载 线性自抗扰控制 线性扩张状态观测器 半实物仿真
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THE SARD BEST APPROXIMATION OF LINEAR FUNCTIONAL
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作者 姜至本 王成伟 《Journal of China Textile University(English Edition)》 EI CAS 1994年第1期93-106,共14页
In numerical analysis, it is significant to approximate the linear functional Ef=sum from i=0 to m-1([integral from a to b(a<sub>1</sub>(x)f<sup>1</sup>(x)dx+ sum from f=0 to i<sub>1&... In numerical analysis, it is significant to approximate the linear functional Ef=sum from i=0 to m-1([integral from a to b(a<sub>1</sub>(x)f<sup>1</sup>(x)dx+ sum from f=0 to i<sub>1</sub>(b<sub>1</sub>f<sup>1</sup>(x<sub>1</sub>))]) by a simpler linear functional Lf=sum from i=1 to m(a<sub>1</sub>f(x<sub>1</sub>)) In this paper, making use of natural Tchebysheff spline function, we give existence theorem and uniqueness theorem of L that is exact for the degree m to F; we also give three sufficient and necessary conditions in which L is the Sard best approximation to F. 展开更多
关键词 linear functional SARD best APPRoXIMATIoN natural Tchebysheff SPLINE function extended CoMPLETE Tchebysheff system extended differential operator.
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