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2-D algebraic test for robust stability of time-delay systems with interval parameters 被引量:4
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作者 Xiao Yang 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2006年第4期802-810,共9页
The robust stability test of time-delay systems with interval parameters can be concluded into the robust stability of the interval quasipolynomials. It has been revealed that the robust stability of the quasipolynomi... The robust stability test of time-delay systems with interval parameters can be concluded into the robust stability of the interval quasipolynomials. It has been revealed that the robust stability of the quasipolynomials depends on that of their edge polynomials. This paper transforms the interval quasipolynomials into two-dimensional (2-D) interval polynomials (2-D s-z hybrid polynomials), proves that the robust stability of interval 2-D polynomials are sufficient for the stability of given quasipolynomials. Thus, the stability test of interval quasipolynomials can be completed in 2-D s-z domain instead of classical 1-D s domain. The 2-D s-z hybrid polynomials should have different forms under the time delay properties of given quasipolynomials. The stability test proposed by the paper constructs an edge test set from Kharitonov vertex polynomials to reduce the number of testing edge polynomials. The 2-D algebraic tests are provided for the stability test of vertex 2-D polynomials and edge 2-D polynomials family. To verify the results of the paper to be correct and valid, the simulations based on proposed results and comparison with other presented results are given. 展开更多
关键词 automatic control theory time-delay systems robust stability 2-d algebraic test.
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Stabilization of Discrete-time 2-D T-S Fuzzy Systems Based on New Relaxed Conditions 被引量:2
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作者 XIE Xiang-Peng ZHANG Hua-Guang 《自动化学报》 EI CSCD 北大核心 2010年第2期267-273,共7页
This paper is concerned with the problem of stabilization of the Roesser type discrete-time nonlinear 2-D system that plays an important role in many practical applications. First, a discrete-time 2-D T-S fuzzy model ... This paper is concerned with the problem of stabilization of the Roesser type discrete-time nonlinear 2-D system that plays an important role in many practical applications. First, a discrete-time 2-D T-S fuzzy model is proposed to represent the underlying nonlinear 2-D system. Second, new quadratic stabilization conditions are proposed by applying relaxed quadratic stabilization technique for 2-D case. Third, for sake of further reducing conservatism, new non-quadratic stabilization conditions are also proposed by applying a new parameter-dependent Lyapunov function, matrix transformation technique, and relaxed technique for the underlying discrete-time 2-D T-S fuzzy system. Finally, a numerical example is provided to illustrate the effectiveness of the proposed results. 展开更多
关键词 Roesser model 2-d discrete systems Takagi-Sugeno (T-S) fuzzy model relaxed stabilization conditions
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Duality of 2-D singular systems of Roesser models
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作者 Yun ZOU Huiling XU 《控制理论与应用(英文版)》 EI 2007年第1期37-41,共5页
In this paper, the properties and concepts of dual systems of the two-dimensional singular Roesser models (2-D SRM) are studied. Two different concepts of the dual systems are proposed for the 2-D SRM. One is derive... In this paper, the properties and concepts of dual systems of the two-dimensional singular Roesser models (2-D SRM) are studied. Two different concepts of the dual systems are proposed for the 2-D SRM. One is derived from the duality defined for two-dimensional singular general models (2-D SGM)-called the S-dual systems; the other one is defined based on 2-D SRM in a traditional sense-called the T-dual systems. It is shown that if a 2-D SRM is jump-mode free or jump-mode reachable, then it can be equivalently transformed into a canonical form of a 2-D SRM, for which the T-duality and the S-duality are equivalent. This will be of some perspective applications in the robust control of 2-D SRM. 展开更多
关键词 2-d systems Singular systems DUALITY CONTROLLABILITY
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Robust stability test for 2-D continuous-discrete systems with interval parameters
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作者 肖扬 《Journal of Systems Engineering and Electronics》 SCIE EI CSCD 2004年第3期337-343,共7页
It is revealed that the dynamic stability of 2-D recursive continuous-discrete systems with interval parameters involves the problem of robust Hurwitz-Schur stability of bivariate polynomials family. It is proved that... It is revealed that the dynamic stability of 2-D recursive continuous-discrete systems with interval parameters involves the problem of robust Hurwitz-Schur stability of bivariate polynomials family. It is proved that the Hurwitz-Schur stability of the denominator polynomials of the systems is necessary and sufficient for the asymptotic stability of the 2-D hybrid systems. The 2-D hybrid transformation, i. e. 2-D Laplace-Z transformation, has been proposed to solve the stability analysis of the 2-D continuous-discrete systems, to get the 2-D hybrid transfer functions of the systems. The edge test for the Hurwitz-Schur stability of interval bivariate polynomials is introduced. The Hurwitz-Schur stability of the interval family of 2-D polynomials can be guaranteed by the stability of its finite edge polynomials of the family. An algorithm about the stability test of edge polynomials is given. 展开更多
关键词 2-d continuous-discrete systems 2-d Laplace-Z transformation interval parameters bivariate polynomials family Hurwitz-Schur stability.
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Robust Suboptimal Guaranteed Cost Control for 2-D Discrete Systems Described by Fornasini-Marchesini First Model
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作者 Manish Tiwari Amit Dhawan 《Journal of Signal and Information Processing》 2012年第2期252-258,共7页
This paper considers the guaranteed cost control problem for a class of two-dimensional (2-D) uncertain discrete systems described by the Fornasini-Marchesini (FM) first model with norm-bounded uncertainties. New line... This paper considers the guaranteed cost control problem for a class of two-dimensional (2-D) uncertain discrete systems described by the Fornasini-Marchesini (FM) first model with norm-bounded uncertainties. New linear matrix inequality (LMI) based characterizations are presented for the existence of static-state feedback guaranteed cost controller which guarantees not only the asymptotic stability of closed loop systems, but also an adequate performance bound over all the admissible parameter uncertainties. Moreover, a convex optimization problem is formulated to select the suboptimal guaranteed cost controller which minimizes the upper bound of the closed-loop cost function. 展开更多
关键词 Guaranteed Cost Control Linear Matrix INEQUALITY LYAPUNOV Methods ROBUST Stability 2-d Discrete systems UNCERTAIN systems
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A Survey on the Stability of 2-D Discrete Systems Described by Fornasini-Marchesini Second Model
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作者 Manish Tiwari Amit Dhawan 《Circuits and Systems》 2012年第1期17-22,共6页
A key issue of practical importance in the two-dimensional (2-D) discrete system is stability analysis. Linear state-space models describing 2-D discrete systems have been proposed by several researchers. A popular mo... A key issue of practical importance in the two-dimensional (2-D) discrete system is stability analysis. Linear state-space models describing 2-D discrete systems have been proposed by several researchers. A popular model, called Forna- sini-Marchesini (FM) second model was proposed by Fornasini and Marchesini in 1978. The aim of this paper is to present a survey of the existing literature on the stability of FM second model. 展开更多
关键词 2-d Discrete systems FM SECOND MODEL ASYMPTOTIC Stability LYAPUNOV Methods
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LMI Approach to Suboptimal Guaranteed Cost Control for 2-D Discrete Uncertain Systems
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作者 Amit Dhawan Haranath Kar 《Journal of Signal and Information Processing》 2011年第4期292-300,共9页
This paper studies the problem of the guaranteed cost control via static-state feedback controllers for a class of two-dimensional (2-D) discrete systems described by the Fornasini-Marchesini second local state-space ... This paper studies the problem of the guaranteed cost control via static-state feedback controllers for a class of two-dimensional (2-D) discrete systems described by the Fornasini-Marchesini second local state-space (FMSLSS) model with norm bounded uncertainties. A convex optimization problem with linear matrix inequality (LMI) constraints is formulated to design the suboptimal guaranteed cost controller which ensures the quadratic stability of the closed-loop system and minimizes the associated closed-loop cost function. Application of the proposed controller design method is illustrated with the help of one example. 展开更多
关键词 Linear Matrix INEQUALITY Lyapunov Methods Robust Stability 2-d DISCRETE systems Uncertain systems Fornasini-Marchesini Second Local STATE-SPACE Model
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Non-Fragile Controller Design for 2-D Discrete Uncertain Systems Described by the Roesser Model
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作者 Amit Dhawan 《Journal of Signal and Information Processing》 2012年第2期248-251,共4页
This paper is concerned with the design problem of non-fragile controller for a class of two-dimensional (2-D) discrete uncertain systems described by the Roesser model. The parametric uncertainties are assumed to be ... This paper is concerned with the design problem of non-fragile controller for a class of two-dimensional (2-D) discrete uncertain systems described by the Roesser model. The parametric uncertainties are assumed to be norm-bounded. The aim of this paper is to design a memoryless non-fragile state feedback control law such that the closed-loop system is asymptotically stable for all admissible parameter uncertainties and controller gain variations. A new linear matrix inequality (LMI) based sufficient condition for the existence of such controllers is established. Finally, a numerical example is provided to illustrate the applicability of the proposed method. 展开更多
关键词 2-d DISCRETE systems NON-FRAGILE Control Roesser Model Linear MATRIX INEQUALITY LYAPUNOV Methods
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Robust Non-Fragile Control of 2-D Discrete Uncertain Systems: An LMI Approach
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作者 Paramanand Sharma Amit Dhawan 《Journal of Signal and Information Processing》 2012年第3期377-381,共5页
This paper considers the problem of robust non-fragile control for a class of two-dimensional (2-D) discrete uncertain systems described by the Fornasini-Marchesini second local state-space (FMSLSS) model under contro... This paper considers the problem of robust non-fragile control for a class of two-dimensional (2-D) discrete uncertain systems described by the Fornasini-Marchesini second local state-space (FMSLSS) model under controller gain variations. The parameter uncertainty is assumed to be norm-bounded. The problem to be addressed is the design of non-fragile robust controllers via state feedback such that the resulting closed-loop system is asymptotically stable for all admissible parameter uncertainties and controller gain variations. A sufficient condition for the existence of such controllers is derived based on the linear matrix inequality (LMI) approach combined with the Lyapunov method. Finally, a numerical example is illustrated to show the contribution of the main result. 展开更多
关键词 2-d DISCRETE systems Fornasini-Marchesini Second Local STATE-SPACE Model NON-FRAGILE Control Linear Matrix INEQUALITY Lyapunov Methods
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Robust Optimal H Control for Uncertain 2-D Discrete State-Delayed Systems Described by the General Model
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作者 Arun Kumar Singh Amit Dhawan 《Journal of Signal and Information Processing》 2016年第2期78-114,共17页
This paper investigates the problem of robust optimal H<sub>∞</sub> control for uncertain two-dimensional (2-D) discrete state-delayed systems described by the general model (GM) with norm-bounded uncerta... This paper investigates the problem of robust optimal H<sub>∞</sub> control for uncertain two-dimensional (2-D) discrete state-delayed systems described by the general model (GM) with norm-bounded uncertainties. A sufficient condition for the existence of g-suboptimal robust H<sub><sub></sub></sub><sub>∞</sub> state feedback controllers is established, based on linear matrix inequality (LMI) approach. Moreover, a convex optimization problem is developed to design a robust optimal state feedback controller which minimizes the H<sub><sub><sub></sub></sub></sub><sub>∞</sub> noise attenuation level of the resulting closed-loop system. Finally, two illustrative examples are given to demonstrate the effectiveness of the proposed method. 展开更多
关键词 2-d Discrete systems General Model H Control Linear Matrix Inequality State Feedback Uncertain system
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Output Feedback Robust H_(∞) Control for Discrete 2D Switched Systems
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作者 Wenjun Gao Yang Yang +3 位作者 Hongtao Duan Mingsheng Li Jinrong Ma Songwei Jin 《Computer Systems Science & Engineering》 SCIE EI 2021年第10期69-85,共17页
The two-dimensional(2-D)system has a wide range of applications in different fields,including satellite meteorological maps,process control,and digital filtering.Therefore,the research on the stability of 2-D systems ... The two-dimensional(2-D)system has a wide range of applications in different fields,including satellite meteorological maps,process control,and digital filtering.Therefore,the research on the stability of 2-D systems is of great significance.Considering that multiple systems exist in switching and alternating work in the actual production process,but the system itself often has external perturbation and interference.To solve the above problems,this paper investigates the output feedback robust H_(∞)stabilization for a class of discrete-time 2-D switched systems,which the Roesser model with uncertainties represents.First,sufficient conditions for exponential stability are derived via the average dwell time method,when the system’s interference and external input are zero.Furthermore,in the case of introducing the external interference,the weighted robust H_(∞)disturbance attenuation performance of the underlying system is further analyzed.An output feedback controller is then proposed to guarantee that the resulting closed-loop system is exponentially stable and has a prescribed disturbance attenuation levelγ.All theorems mentioned in the article will also be given in the form of linear matrix inequalities(LMI).Finally,a numerical example is given,which takes two uncertain values respectively and solves the output feedback controller’s parameters by the theorem proposed in the paper.According to the required controller parameter values,the validity of the theorem proposed in the article is compared and verified by simulation. 展开更多
关键词 2-d systems robust H_(∞)control LMI output feedback switched systems Roesser model
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2-D正线性系统的实现问题 被引量:1
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作者 赵胜民 唐万生 李光泉 《控制理论与应用》 EI CAS CSCD 北大核心 2000年第5期647-650,共4页
讨论广义 2 D系统的正实现问题 .首先引进了 2 D主项系统的定义 ,给出了广义 2 D主项系统传递函数阵分解为正则部分和广义部分的方法 .然后分别讨论了各部分存在正实现的条件和实现的方法 .
关键词 广义系统 2-d正线性系统 ROESSER模型 系统理论
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基于后向传播神经网络的循环流化床锅炉SO_(2)排放预测分析 被引量:1
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作者 倪绍佑 姚晨蓬 +2 位作者 陈玲红 吴学成 岑可法 《能源工程》 2021年第6期31-37,共7页
基于燃煤热电厂分散控制系统记录的循环流化床锅炉运行状态参数,利用主成分分析对运行数据进行分类和相关性验证。选取热电厂秋季运行的一次风量、给煤量等表征燃烧运行状态的4000组数据建立训练和验证数据库。采用后向传播神经网络建... 基于燃煤热电厂分散控制系统记录的循环流化床锅炉运行状态参数,利用主成分分析对运行数据进行分类和相关性验证。选取热电厂秋季运行的一次风量、给煤量等表征燃烧运行状态的4000组数据建立训练和验证数据库。采用后向传播神经网络建立锅炉出口处污染物SO;排放量的预测模型,研究该处SO;浓度与炉内外运行参数间的非线性关系和模型的局部最优问题,并对比分析不同激活函数、训练次数的预测效果。结果表明:以给煤量、蒸发量和运行温度等参数作为输入时,选用单隐含层、relu函数、学习率为0.005的模型能够较好地预测锅炉出口SO;排放情况,相对误差在5%以下,可为实际运行中燃烧优化控制提供科学依据。 展开更多
关键词 分散控制系统 主成分分析 BP神经网络 SO_(2)排放预测
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基于改进粒子群优化长短时记忆神经网络的脱硫系统SO_(2)预测模型 被引量:16
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作者 吴磊 康英伟 《热力发电》 CAS CSCD 北大核心 2021年第12期66-73,共8页
针对燃煤电厂脱硫系统出口SO_(2)质量浓度难以稳定控制的问题,提出了一种基于改进粒子群算法(IPSO)优化长短时记忆(LSTM)神经网络的IPSO-LSTM预测模型。首先利用主成分分析(PCA)计算各个变量的贡献率从而筛选出模型的辅助变量,实现辅助... 针对燃煤电厂脱硫系统出口SO_(2)质量浓度难以稳定控制的问题,提出了一种基于改进粒子群算法(IPSO)优化长短时记忆(LSTM)神经网络的IPSO-LSTM预测模型。首先利用主成分分析(PCA)计算各个变量的贡献率从而筛选出模型的辅助变量,实现辅助变量的降维。其次,利用改进粒子群算法确定LSTM神经网络的神经元数量、学习率和迭代次数。最后,将选定的辅助变量作为IPSO-LSTM预测模型的输入,预测出口SO_(2)质量浓度,采用国内某电厂2×600 MW机组脱硫数据进行仿真,并与相关11种模型进行对比。仿真结果表明,本文模型预测误差最小,其均方根误差为0.98 mg/m^(3),平均相对误差为1.81%;与传统LSTM、LSSVM模型相比,预测精度分别可提高72%和81%;与其他相关模型相比,改进的PSO可以提高PSO的全局寻优能力和收敛速度,当LSTM神经网络具有2层隐含层时,IPSO-LSTM模型预测精确度最高。 展开更多
关键词 脱硫系统 预测模型 SO_(2) LSTM 主成分分析 粒子群算法 神经网络
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δ-WAVE FOR 1-D AND 2-D HYPERBOLIC SYSTEMS 被引量:1
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作者 S.L. Yang(Institute of Applied Mathematics, Chinese Academy of Sciences, Beijing, China) 《Journal of Computational Mathematics》 SCIE CSCD 1996年第3期256-262,共7页
Here a new kind of nonlinear wave, which is called δ-wave, is described by some high resolution difference solutions for Riemann problems of one-dimensional (1-D) and two-dimensional (2-D) nonlinear hyperbolic system... Here a new kind of nonlinear wave, which is called δ-wave, is described by some high resolution difference solutions for Riemann problems of one-dimensional (1-D) and two-dimensional (2-D) nonlinear hyperbolic systems in conservation laws. Some phenomena are numerically shown for the solutions of Riemann problems for 2-D gas dynamics systems 展开更多
关键词 ZHANG WAVE FOR 1-d AND 2-d HYPERBOLIC systems
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Robust state feedback for uncertain 2-D discrete switched systems in the Roesser model 被引量:1
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作者 Khalid Badie Mohammed Alfidi +1 位作者 Fernando Tadeo Zakaria Chalh 《Journal of Control and Decision》 EI 2021年第3期331-342,共12页
The design of robust H_(∞)controllers is considered here for a class of two-dimensional(2-D)discrete switched systems described by the Roesser model with polytopic uncertainties.Attention focuses on the design of a s... The design of robust H_(∞)controllers is considered here for a class of two-dimensional(2-D)discrete switched systems described by the Roesser model with polytopic uncertainties.Attention focuses on the design of a switched state feedback controller,which guarantees the robust asymptotic stability and a prescribedH_(∞)performance for the closed-loop system.By using multiple parameter-dependent Lyapunov functionals,and introducing some switched free-weighting matrices,a new sufficient condition for the robust H_(∞)performance analysis of uncertain 2-D discrete switched systems is developed.Furthermore,the design of switched state feedback controller is proposed in terms of linear matrix inequalities(LMIs).Illustrative examples are given to illustrate the effectiveness of the developed theoretical results. 展开更多
关键词 2-d discrete switched systems polytopic uncertainties robust H∞control linear matrix inequalities(LMIs)
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基于Gabor不确定度的嵌入式人脸识别系统 被引量:5
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作者 叶继华 王仕民 +1 位作者 郭帆 余敏 《计算机应用》 CSCD 北大核心 2011年第9期2502-2505,2550,共5页
多尺度Gabor特征的维数和数据量过大,不适合在ARM板上直接实现完成。利用计算每个尺度Gabor特征不确定度并采用加权融合的方法,很好地解决了图像维数和数据量过大的难点。加权融合过程包括多尺度Gabor特征的提取、不确定度权值的计算和... 多尺度Gabor特征的维数和数据量过大,不适合在ARM板上直接实现完成。利用计算每个尺度Gabor特征不确定度并采用加权融合的方法,很好地解决了图像维数和数据量过大的难点。加权融合过程包括多尺度Gabor特征的提取、不确定度权值的计算和加权融合过程;同时使用了类Haar特征提取人脸、利用二维主成分分析(2DPCA)对人脸图像进行降维。基于EELiod 270嵌入式开发平台,使用ORL和Yale图像库对该方法进行了测试,并与其他人脸识别算法进行比较。结果显示,在保证识别率的同时,算法运算量大幅度下降,且实时识别效果良好。 展开更多
关键词 GABOR滤波器 不确定度 HAAR特征 二维主成分分析 嵌入式系统 人脸识别
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Gabor特征融合的嵌入式人脸识别系统的研究 被引量:2
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作者 叶继华 王仕民 +2 位作者 郭帆 杨庆红 余敏 《计算机工程与应用》 CSCD 2012年第11期148-151,232,共5页
在嵌入式人脸识别系统中,由于多尺度Gabor抽取特征的维数和数据量过大,不适合在ARM板上实现,提出了多尺度Gabor特征加权融合的方法,很好地解决了图像维数和数据量过大的难点。加权融合过程包括多尺度Gabor特征的提取、特征权值的计算和... 在嵌入式人脸识别系统中,由于多尺度Gabor抽取特征的维数和数据量过大,不适合在ARM板上实现,提出了多尺度Gabor特征加权融合的方法,很好地解决了图像维数和数据量过大的难点。加权融合过程包括多尺度Gabor特征的提取、特征权值的计算和加权融合过程。同时使用了类Haar特征提取人脸、2DPCA对人脸图像进行降维。基于EELiod 270嵌入式开发平台实现了一个嵌入式系统,结合典型图片库和实际图片进行了人脸识别测试,实践结果表明,系统在保证一定的识别率的同时,大幅度降低了运行时间,实时识别效果良好。 展开更多
关键词 GABOR 加权特征融合 HAAR 二维主成分分析(2DPCA) 嵌入式系统
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基于PCA-区间二型FLS的短期风电功率预测 被引量:5
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作者 李军 王星辉 《太阳能学报》 EI CAS CSCD 北大核心 2019年第3期608-619,共12页
针对短期风电功率预测,提出一种基于主成分分析(PCA)和一型非单值区间二型模糊逻辑系统(FLS)相结合的方法。PCA一型非单值区间二型FLS预测模型,应用反向传播(BP)算法设计预测模型前件和后件的参数,进一步将SVD-QR算法应用到BP方法应用... 针对短期风电功率预测,提出一种基于主成分分析(PCA)和一型非单值区间二型模糊逻辑系统(FLS)相结合的方法。PCA一型非单值区间二型FLS预测模型,应用反向传播(BP)算法设计预测模型前件和后件的参数,进一步将SVD-QR算法应用到BP方法应用于不同地区的风电场风电功率预测实例中,在同等条件下还分别与SVM(支持向量机)、一型非单值FLS、一型非单值区间二型FLS、PCA-单值区间二型FLS等其他预测方法进行比较。实验结果表明,所提方法取得了较高的预测精度,具有很好的预测效果,同时,模型的模糊规则数少,较好地解决了模糊模型的规则"爆炸"问题,这使得PCA-区间二型FLS方法在风电功率预测领域具有较好的应用潜力。 展开更多
关键词 风电功率 预测 主成分分析 区间二型模糊逻辑系统 BP算法 SVD-QR算法
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随机窄带参激下二自由度非线性系统
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作者 贺群 徐伟 +1 位作者 戎海武 方同 《应用力学学报》 CAS CSCD 北大核心 2002年第4期122-125,共4页
研究了带平方二自由度非线性系统在随机窄带参数激励下 ,用多尺度法分离了系统的快变项 ,讨论了系统的各参数对响应的影响。在一定条件下 ,系统具有两个均方响应值 ,具有跳跃现象和饱和现象 ,数值模拟表明提出的方法是有效的。
关键词 二自由度参数激系统 窄带激励 2:1内共振 主共振 多尺度法 饱和 跳跃
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