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Second-Order Topological Insulators in 2D Electronic Materials
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作者 FENG Xiao-ran NIU Cheng-wang +1 位作者 HUANG Bai-biao DAI Ying 《物理学进展》 北大核心 2025年第1期1-31,共31页
Higher-order band topology not only enriches our understanding of topological phases but also unveils pioneering lower-dimensional boundary states,which harbors substantial potential for next-generation device applica... Higher-order band topology not only enriches our understanding of topological phases but also unveils pioneering lower-dimensional boundary states,which harbors substantial potential for next-generation device applications.The distinct electronic configurations and tunable attributes of two-dimensional materials position them as a quintessential platform for the realization of second-order topological insulators(SOTIs).This article provides an overview of the research progress in SOTIs within the field of two-dimensional electronic materials,focusing on the characterization of higher-order topological properties and the numerous candidate materials proposed in theoretical studies.These endeavors not only enhance our understanding of higher-order topological states but also highlight potential material systems that could be experimentally realized. 展开更多
关键词 second order topological insulator corner state 2D electronic material
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Adaptive broadband beamformer for nonuniform linear array based on second order cone programming 被引量:4
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作者 Chen Peng Hou Chaohuan +3 位作者 Ma Xiaochuan Cao Zhiqian Liang Yicong Yan Sheng 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2009年第2期278-282,共5页
Adaptive broadband beamforraing is a key issue in array applications. The adaptive broadband beamformer with tapped delay line (TDL) structure for nonuniform linear array (NLA) is designed according to the rule of... Adaptive broadband beamforraing is a key issue in array applications. The adaptive broadband beamformer with tapped delay line (TDL) structure for nonuniform linear array (NLA) is designed according to the rule of minimizing the beamformer's output power while keeping the distortionless response (DR) in the direction of desired signal and keeping the constant beamwidth (CB) with the prescribed sidelobe level over the whole operating band. This kind of beamforming problem can be solved with the interior-point method after being converted to the form of standard second order cone programming (SOCP). The computer simulations are presented which illustrate the effectiveness of our beamformer. 展开更多
关键词 information processing technique adaptive broadband beamformer tapped delay line nonuniformlinear array constant beamwidth second order cone programming
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Design and compensation of second-order sub-sampling digital frontend 被引量:2
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作者 王洪梅 KIM Jae-hyung +3 位作者 LEE Sang-hyuk KIM Hyung-jung KIM Jin-up KOH Jong-seog 《Journal of Central South University》 SCIE EI CAS 2012年第2期408-416,共9页
The problem of designing a digital frontend (DFE) was considered which can dynamically access or sense dual bands in any radio frequency (RF) regions without requiring hardware changes. In particular, second-order ban... The problem of designing a digital frontend (DFE) was considered which can dynamically access or sense dual bands in any radio frequency (RF) regions without requiring hardware changes. In particular, second-order bandpass sampling (BPS) as a technique that enables to realize the multiband reception function was discussed. In a second-order BPS system, digital reconstruction filters were utilized to eliminate the interferences generated while down converting arbitrarily positioned RF-band signals by using the direct digitization method. However, the inaccuracy in the phase shift or the amplitude mismatch between the two sample streams may cause insufficient rejection of interference. Practical problems were studied, such as performance degradation in signal-to-interference ratio (SIR) and compensation methods to overcome them. In order to demonstrate the second- order BPS as a flexible DFE suitable for software-defined radio (SDR) or cognitive radio (CR), a DFE testbed with a reconfigurable structure was implemented. Moreover, with a view to further demonstrate the proposed compensation algorithms, experimental results show that dual bands are received simultaneously. 展开更多
关键词 bandpass sampling second order band-pass sampling RECONFIGURATION software-defined radio
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On-line blind source separation algorithm based on second order statistics 被引量:1
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作者 何文雪 谢剑英 杨煜普 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2005年第3期692-696,共5页
An on-line blind source separation (BSS) algorithm is presented in this paper under the assumption that sources are temporarily correlated signals. By using only some of the observed samples in a recursive calculati... An on-line blind source separation (BSS) algorithm is presented in this paper under the assumption that sources are temporarily correlated signals. By using only some of the observed samples in a recursive calculation, the whitening matrix and the rotation matrix could be approximately obtained through the measurement of only one cost function. SimNations show goad performance of the algorithm. 展开更多
关键词 blind source separation second order statistics cost function.
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Fuzzy-second order sliding mode control optimized by genetic algorithm applied in direct torque control of dual star induction motor 被引量:1
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作者 Ghoulemallah BOUKHALFA Sebti BELKACEM +1 位作者 Abdesselem CHIKHI Moufid BOUHENTALA 《Journal of Central South University》 SCIE EI CAS CSCD 2022年第12期3974-3985,共12页
The direct torque control of the dual star induction motor(DTC-DSIM) using conventional PI controllers is characterized by unsatisfactory performance, such as high ripples of torque and flux, and sensitivity to parame... The direct torque control of the dual star induction motor(DTC-DSIM) using conventional PI controllers is characterized by unsatisfactory performance, such as high ripples of torque and flux, and sensitivity to parametric variations. Among the most evoked control strategies adopted in this field to overcome these drawbacks presented in classical drive, it is worth mentioning the use of the second order sliding mode control(SOSMC) based on the super twisting algorithm(STA) combined with the fuzzy logic control(FSOSMC). In order to realize the optimal control performance, the FSOSMC parameters are adjusted using an optimization algorithm based on the genetic algorithm(GA). The performances of the envisaged control scheme, called G-FSOSMC, are investigated against G-SOSMC, G-PI and BBO-FSOSMC algorithms. The proposed controller scheme is efficient in reducing the torque and flux ripples, and successfully suppresses chattering. The effects of parametric uncertainties do not affect system performance. 展开更多
关键词 double star induction machine direct torque control fuzzy second order sliding mode control genetic algorithm biogeography based optimization algorithm
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Consensus problem of second-order multi-agent systems with time-varying communication delay and switching topology 被引量:8
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作者 Chenglin Liu Fei Liu 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2011年第4期672-678,共7页
Leader-following stationary consensus problem is investigated for the second-order multi-agent systems with timevarying communication delay and switching topology. Based on Lyapunov-Krasovskii functional and Lyapunov-... Leader-following stationary consensus problem is investigated for the second-order multi-agent systems with timevarying communication delay and switching topology. Based on Lyapunov-Krasovskii functional and Lyapunov-Razumikhin functions respectively, consensus criterions in the form of linear matrix inequality (LMI) are obtained for the system with time-varying communication delays under static interconnection topology con- verging to the leader's states. Moreover, the delay-dependent consensus criterion in the form of LMI is also obtained for the system with time-invariant communication delay and switching topologies by constructing Lyapunov-Krasovskii functional. Numerical simulations present the correctness of the results. 展开更多
关键词 second-order multi-agent system time-varyingcommunication delay switching topology Lyapunov-Krasovskii Lyapunov-Razumikhin.
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Robust Pole Assignment in Descriptor Second-order Dynamical Systems 被引量:3
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作者 DUAN Guang-Ren HUANG Ling 《自动化学报》 EI CSCD 北大核心 2007年第8期888-892,共5页
关键词 鲁棒性 描述符 动力系统 本征结构赋值 本征值 灵敏性 极点配置
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Second-order consensus in networks of dynamic agents with communication time-delays 被引量:5
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作者 Bo Yang1,2, Huajing Fang3, and Hua Wang4 1. School of Navigation, Wuhan University of Technology, Wuhan 430063, P. R. China 2. Wuhan Second Ship Design and Research Institute, Wuhan 430064, P. R. China +1 位作者 3. Department of Control Science and Engineering, Huazhong University of Science and Technology, Wuhan 430074, P. R. China 4. Department of Aerospace and Mechanical Engineering, Boston University, Boston MA02215, USA 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2010年第1期88-94,共7页
This paper proposes second-order consensus protocols with time-delays and gives the measure of the robustness of the protocols to the time-delay existing in the network of agents with second-order dynamics. By employi... This paper proposes second-order consensus protocols with time-delays and gives the measure of the robustness of the protocols to the time-delay existing in the network of agents with second-order dynamics. By employing a frequency domain method, it is proven that the information states and their time derivatives of all the agents in the network achieve consensus asymptotically, respectively, for appropriate communication timedelay if the topology of weighted network is connected. Particularly, a tight upper bound on the communication time-delay that can be tolerated in the dynamic network is found. The consensus protocols are distributed in the sense that each agent only needs information from its neighboring agents, which reduces the complexity of connections between neighboring agents significantly. Numerical simulation results are provided to demonstrate the effectiveness and the sharpness of the theoretical results for second-order consensus in networks in the presence of communication time-delays. 展开更多
关键词 second-order consensus protocols dynamic networks algebraic graph theory frequency domain analysis com-munication constraints.
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Approximate Controllability of Second-Order Neutral Stochastic Differential Equations with Infinite Delay and Poisson Jumps 被引量:4
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作者 PALANISAMY Muthukumar CHINNATHAMBI Rajivganthi 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2015年第5期1033-1048,共16页
The modelling of risky asset by stochastic processes with continuous paths, based on Brow- nian motions, suffers from several defects. First, the path continuity assumption does not seem reason- able in view of the po... The modelling of risky asset by stochastic processes with continuous paths, based on Brow- nian motions, suffers from several defects. First, the path continuity assumption does not seem reason- able in view of the possibility of sudden price variations (jumps) resulting of market crashes. A solution is to use stochastic processes with jumps, that will account for sudden variations of the asset prices. On the other hand, such jump models are generally based on the Poisson random measure. Many popular economic and financial models described by stochastic differential equations with Poisson jumps. This paper deals with the approximate controllability of a class of second-order neutral stochastic differential equations with infinite delay and Poisson jumps. By using the cosine family of operators, stochastic analysis techniques, a new set of sufficient conditions are derived for the approximate controllability of the above control system. An example is provided to illustrate the obtained theory. 展开更多
关键词 Approximate controllability Hilbert space Poisson jumps second-order neutral stochas-tic differential equations semigroup theory.
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Second-order Sliding Mode Control of DFIG Based Variable Speed Wind Turbine for Maximum Power Point Tracking 被引量:4
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作者 Xiangjie Liu Chengcheng Wang Yaozhen Han 《自动化学报》 EI CSCD 北大核心 2017年第8期1434-1442,共9页
关键词 风力发电机组 滑模控制器 二阶滑模 变速恒频 最大功率点跟踪 双馈感应发电机 李雅普诺夫函数 发电机转子
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Design of Luenberger function observer with disturbance decoupling for matrix second-order linear systems-a parametric approach 被引量:1
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作者 Wu Yunli Duan Guangren 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第1期156-162,共7页
A simple method for disturbance decoupling for matrix second-order linear systems is proposed directly in matrix second-order framework via Luenberger function observers based on complete parametric eigenstructure ass... A simple method for disturbance decoupling for matrix second-order linear systems is proposed directly in matrix second-order framework via Luenberger function observers based on complete parametric eigenstructure assignment. By introducing the H2 norm of the transfer function from disturbance to estimation error, sufficient and necessary conditions for disturbance decoupling in matrix second-order linear systems are established and are arranged into constraints on the design parameters via Luenberger function observers in terms of the closed-loop eigenvalues and the group of design parameters provided by the eigenstructure assignment approach. Therefore, the disturbance decoupling problem is converted into an eigenstructure assignment problem with extra parameter constraints. A simple example is investigated to show the effect and simplicity of the approach. 展开更多
关键词 matrix second-order linear systems Luenberger function observers eigenstructure assignment disturbance decoupling
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双偶氮苯-二苯并[b,i]噻蒽-[2,3-b]苯-5,7,12,14-四酮衍生物分子的二阶非线性光学性质 被引量:1
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作者 张宇红 李博 +4 位作者 陈自然 李渊 徐友辉 张莉萍 何旭东 《原子与分子物理学报》 CAS 北大核心 2025年第2期15-23,共9页
使用密度泛函理论(DFT)M06-2X方法、采用6-311+g(d,p)基组,分别对26个双偶氮-二苯并[b,i]噻蒽-[2,3-b]苯-5,7,12,14-四酮衍生物分子进行结构优化与频率计算;使用含时密度泛函理论(TD-DFT)TD-M06-2X方法计算了a1~d6分子的前线分子轨道与... 使用密度泛函理论(DFT)M06-2X方法、采用6-311+g(d,p)基组,分别对26个双偶氮-二苯并[b,i]噻蒽-[2,3-b]苯-5,7,12,14-四酮衍生物分子进行结构优化与频率计算;使用含时密度泛函理论(TD-DFT)TD-M06-2X方法计算了a1~d6分子的前线分子轨道与电子吸收光谱,采用有效场FF方法研究了二阶非线性光学性质(NLO).研究结果表明,26个噻蒽四酮类衍生物分子的能隙在1.33—2.02 eV范围,归属于有机半导体;最低能量吸收峰波长在601.8~609.5nm范围;在增大分子的二阶非线性光学系数β_(μ)(或β_(0))值方面,含相同偶氮苯基团或含不同偶氮苯基团分别引入到二苯并[b,i]噻蒽-[2,3-b]苯-5,7,12,14-四酮分子两侧的2,10位优于2,9位,在2,10位分别端接含推、拉基团的偶氮苯优于含相同给电子基团的偶氮苯.在偶氮苯苯环对位分别端接强吸电子基(-NO_(2))与强供电子基(如-N(CH_(3))_(2)、-N(Ph)_(3)、-N-苯基咔唑等)可增强体系的二阶非线性光学性能,获得性能良好的非线性光学材料. 展开更多
关键词 双偶氮 二苯并[b i]噻蒽-[2 3-b]苯-5 7 12 14-四酮 密度泛函理论 电子吸收光谱 二阶非线性光学性质
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输电网拓扑优化的MISOCP模型及邻域搜索加速求解方法 被引量:1
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作者 李佩杰 玉君连 孙志媛 《电力系统自动化》 北大核心 2025年第3期170-177,共8页
电力系统中引发潮流过载等安全问题的场景日益增多,拓扑优化可通过网络拓扑转换来消除潮流过载问题,但其复杂的模型转换逻辑与大规模整数变量的引入,显著增加了建模的复杂度和求解的难度。为此,文中提出一种考虑主接线拓扑转换的输电网... 电力系统中引发潮流过载等安全问题的场景日益增多,拓扑优化可通过网络拓扑转换来消除潮流过载问题,但其复杂的模型转换逻辑与大规模整数变量的引入,显著增加了建模的复杂度和求解的难度。为此,文中提出一种考虑主接线拓扑转换的输电网拓扑优化方法。首先,在通用变电站主接线拓扑转换模型的基础上,建立了混合整数二阶锥规划(MISOCP)的模型。该模型不仅可以考虑拓扑变换对有功潮流的影响,还可计及无功平衡和电压的约束,解决了以往基于直流潮流的拓扑优化模型消除有功过载时调控方式可能偏乐观甚至恶化电压指标的问题。此外,为高效求解所提模型,提出一种邻域搜索加速求解方法。最后,采用IEEE 14、IEEE 118和波兰2383节点系统进行仿真计算。结果表明,所提优化模型能够经济、有效地解决线路过载问题,所提求解方法能够提高所提模型的求解效率。 展开更多
关键词 拓扑转换 混合整数二阶锥规划 邻域搜索 拓扑优化
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基于残差收缩卷积和GSoP注意力机制的旋转机械故障诊断
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作者 刘保罗 李晨 +1 位作者 聂雅琳 王国勇 《振动与冲击》 北大核心 2025年第13期277-287,共11页
针对强背景噪声与变载荷工作环境下,振动信号有效特征难以提取,故障诊断准确率低、泛化能力差的问题,提出了一种结合残差收缩卷积和全局二阶池化(global second-order pooling,GSoP)注意力机制的旋转机械故障诊断方法。该方法通过软阈... 针对强背景噪声与变载荷工作环境下,振动信号有效特征难以提取,故障诊断准确率低、泛化能力差的问题,提出了一种结合残差收缩卷积和全局二阶池化(global second-order pooling,GSoP)注意力机制的旋转机械故障诊断方法。该方法通过软阈值滤波技术与多通道、多尺度卷积相结合,构建残差收缩卷积,并在软阈值滤波基础上加入注意力因子,以抑制不相关特征并增强有效特征。此外,利用高阶统计建模思想,在残差收缩卷积层之后引入GSoP注意力机制,通过高层信道特征图的二阶统计信息提升模型判别性特征的提取能力。最后,利用凯斯西储大学轴承数据集和康涅狄格大学的齿轮箱数据集进行测试试验,所提方法在6 dB信噪比条件下分别实现了98.84%和99.41%的诊断准确率,在变噪声和变负载条件下,诊断性能均优于对比组模型。试验结果表明,所提方法在复杂工作环境下具有较好的故障识别能力和泛化能力。 展开更多
关键词 故障诊断 旋转机械 软阈值 全局二阶池化(GSoP)
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面向负荷灵活转供的雪花型配电网动态重构模型与方法
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作者 王哲 段佳莉 +1 位作者 罗凤章 吴璇 《电力系统及其自动化学报》 北大核心 2025年第5期121-130,共10页
针对城市电网负荷时空分布不均衡、负载波动大等问题,提出一种应用于雪花型配电网旨在实现负荷灵活转供的多阶段动态重构模型。首先,构建雪花型配电网的拓扑模型与潮流模型;然后,以负载均衡度和有功功率损耗最小为目标,建立考虑分布式... 针对城市电网负荷时空分布不均衡、负载波动大等问题,提出一种应用于雪花型配电网旨在实现负荷灵活转供的多阶段动态重构模型。首先,构建雪花型配电网的拓扑模型与潮流模型;然后,以负载均衡度和有功功率损耗最小为目标,建立考虑分布式电源和电储能的雪花型配电网多时段动态重构模型;接着,基于凸松弛理论将动态重构的非凸模型转化为混合整数二阶锥规划模型并求解;最后,通过实际电网验证所提模型和方法的有效性。结果表明,基于雪花型网架的配电网动态网络重构可有效利用馈线组的负荷转移能力,均衡轻重载主变和线路负荷,提高电网运行的安全性和经济性。 展开更多
关键词 雪花配电网 负荷转供 动态重构 二阶锥
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基于动不平衡补偿的加速度计二次项系数的精确标定方法
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作者 李巍 李大庆 +1 位作者 汤莉 刘逸康 《中国惯性技术学报》 北大核心 2025年第3期293-300,共8页
针对精密离心机标定加速度计时其动不平衡误差将引入虚假二次项,导致加速度计二次项系数标定精度差,提出了一种基于动不平衡补偿的加速度计二次项系数精确标定方法。通过对称安装两只参考加速度计作为桥梁,提出轮询调度法和动不平衡误... 针对精密离心机标定加速度计时其动不平衡误差将引入虚假二次项,导致加速度计二次项系数标定精度差,提出了一种基于动不平衡补偿的加速度计二次项系数精确标定方法。通过对称安装两只参考加速度计作为桥梁,提出轮询调度法和动不平衡误差实时补偿技术,分离并抑制了离心机动不平衡误差对测试加速度计标定精度的影响,显著提升了二次项系数的标定准确性。参考加速度计表现出较稳定的不确定度,验证了其作为动不平衡实验基准器件的可行性。仿真结果表明,所提方法将加速度计二次项系数标定不确定度由2.59×10^(-6) g/g^(2)降低至5.83×10^(-8) g/g^(2),为高精度加速度计标定提供了技术支持和理论依据。 展开更多
关键词 精密离心机 动不平衡 加速度计 二次项系数 不确定度分析
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含柔性互联的港口综合能源系统能量流开闭环混合控制策略
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作者 辜勇 汤浩 +2 位作者 葛平旭 唐道贵 董明望 《上海海事大学学报》 北大核心 2025年第2期102-112,共11页
为解决港口能源成本高、碳排放量大的问题,基于“源-网-荷-储”一体的综合能源系统,提出一种包含氢-电能量流的开闭环混合控制策略。以经济性最优为目标,针对港口的能荷不平衡性,引入柔性互联设备和氢-电储能系统实现空间、时间尺度的... 为解决港口能源成本高、碳排放量大的问题,基于“源-网-荷-储”一体的综合能源系统,提出一种包含氢-电能量流的开闭环混合控制策略。以经济性最优为目标,针对港口的能荷不平衡性,引入柔性互联设备和氢-电储能系统实现空间、时间尺度的能量平衡调度,并通过氢-电能量流转化提高港口清洁能源的利用率。考虑电储能、柔性互联、电网潮流、氢能设备等约束,构建综合能源系统能量流开闭环混合控制模型。采用二阶锥松弛方法对电网潮流进行非线性约束转换,使用商业求解器CPLEX对控制模型进行求解。以宁波舟山港某港区为研究对象,通过K-means++算法对港区能源潜力进行场景聚类,对所提出的能量流开闭环混合控制策略在典型的源荷场景下进行验证。结果表明,所提出的控制策略在4个典型场景下平均降低12.04%的运营成本,减少5.15%的CO_(2)排放,以及提高14.28%的清洁能源利用率。 展开更多
关键词 绿色港口 综合能源系统 能量流混合控制 二阶锥松弛
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一种输入受限二阶水下无人系统自适应鲁棒滑模控制方法
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作者 宋志国 张洪源 赵长见 《中国惯性技术学报》 北大核心 2025年第6期631-636,共6页
不同于传统降阶控制方法,在某输入受限水下无人系统二阶动力学模型的基础上,提出了一种自适应鲁棒滑模控制方法。在保留原始模型优良特性的同时,证明了滑模面趋近速率与控制系统鲁棒性能之间的等价关系。同时,将控制参数的选定问题转换... 不同于传统降阶控制方法,在某输入受限水下无人系统二阶动力学模型的基础上,提出了一种自适应鲁棒滑模控制方法。在保留原始模型优良特性的同时,证明了滑模面趋近速率与控制系统鲁棒性能之间的等价关系。同时,将控制参数的选定问题转换为寻优问题,通过实时自适应调节控制参数,在最小化滑模面到达时间、最大化控制系统鲁棒性能的同时,保证了控制输出满足执行机构的物理约束。数值仿真结果表明,所提出的鲁棒滑模控制方法能够在系统存在扰动的情况下有效跟踪期望信号,最大相对跟踪误差小于3‰,证明了所提方法的鲁棒性,同时,结合有限控制输出的仿真结果证明了所提出的有限输出参数自适应调节方法的可行性。 展开更多
关键词 输入受限控制 滑模控制 自适应控制 鲁棒控制 二阶系统
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基于目标自驱动下的有源配电网协同优化调度策略
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作者 闫丽梅 解山岳 汤奕 《广东电力》 北大核心 2025年第3期91-103,共13页
电力系统在时间维度上具有动态性与不确定性,导致配电网在不同状态下的调度重点各有差异,需要针对不同场景的具体需求进行优化调整。为此提出基于目标自驱动下的有源配电网协同优化调度策略,通过动态调整调度目标,充分利用分布式能源与... 电力系统在时间维度上具有动态性与不确定性,导致配电网在不同状态下的调度重点各有差异,需要针对不同场景的具体需求进行优化调整。为此提出基于目标自驱动下的有源配电网协同优化调度策略,通过动态调整调度目标,充分利用分布式能源与柔性负荷之间的协同关系从而有效协调配电网中多元化可控资源参与调度。首先,基于电网运行特征构建动态目标;其次,构建多类型柔性负荷与各类分布式资源模型并建立基于二阶锥松弛的配电网潮流模型;最后,建立目标优先级动态调整的有源配电网调度模型。仿真结果表明,该策略能够追踪电网运行状态的变化,满足不同时段调度需求并维持系统优化目标间的动态平衡;此外对多类型柔性负荷参与调度的特性进行了对比分析。 展开更多
关键词 有源配电网 二阶锥松弛 目标自驱动 优化调度 柔性负荷
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基于二阶锥松弛最优潮流的Copula函数与鲁棒加权K-Means方法的光伏承载能力评估
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作者 李翠萍 王艳丽 +6 位作者 朱星旭 綦雪松 关潇卓 李军徽 常志华 白艳阳 李花顺 《电工电能新技术》 北大核心 2025年第2期74-88,共15页
本文在考虑光伏不确定性与源荷相关性的基础上,对光伏承载能力评估以及光伏承载能力的提升进行了研究。首先,提出了基于Copula函数结合改进拉丁超立方采样的源荷相关性方法,生成了源荷相关性矩阵。之后采用鲁棒加权的K-Means方法对源荷... 本文在考虑光伏不确定性与源荷相关性的基础上,对光伏承载能力评估以及光伏承载能力的提升进行了研究。首先,提出了基于Copula函数结合改进拉丁超立方采样的源荷相关性方法,生成了源荷相关性矩阵。之后采用鲁棒加权的K-Means方法对源荷相关性矩阵聚类生成典型场景。然后考虑到经济性和技术性指标对光伏承载能力结果的影响,建立了以投资运行总成本最小为目标的光伏承载能力评估二阶锥松弛最优潮流规划模型,通过配置储能的方式研究储能配置对光伏承载能力提升效果的影响,并进一步分析了不同储能配置方案下光伏承载能力的提升效果,采用YALMIP矩阵和CPLEX求解器对模型进行寻优求解。最后,通过IEEE-33节点算例仿真验证了本文提出方法的有效性。 展开更多
关键词 配电网 分布式光伏 承载能力 源荷相关性 光伏不确定性 二阶锥松弛最优潮流
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