dynamic system identification

Dynamic System Identification Based on the Conjugate Gradient Method with Momentum and Batch Techniques

带动量批处理梯度下降法对模型的动态辨识

Simulated results show that the proposed algorithms not only realize fully automatic optimization design for the dynamic recurrent neural network, but also improve convergent accuracy for the model identification. And this method can provide a new approach to nonlinear dynamic system identification.

模拟结果表明，提出的算法不仅实现了动态递归网络的全自动优化设计，而且明显提高了动态递归网络模型辨识算法的收敛精度，为非线性系统辨识提供了一条新的途径。

In dynamic system identification simulations, our method saves almost 80% learning time and 90% storing space.

在动态系统辨识的仿真中，本文方法节省近80%的计算量和近90%的存储空间。

Nonlinear Dynamic System Identification Based on Procedure Neural Networks

基于过程神经网络的非线性动态系统辨识

Finally, fuzzy inference model applies to nonlinear dynamic system identification and further verifies its feasibility.

最后将自适应模糊推理模型应用于非线性动态系统辨识，进一步验证了它的现实可行性。

In Chapter 4, we study fluctuant parameter nonlinear dynamic system identification using multi-functional link artificial neural networks. And the trained network is used to realize PSR.

第4章用函数型神经网络拟合变参数非线性系统，给出了系统的性能，将其结合BP网络实现了PSR，并考察了适用范围。

A new algorithm for dynamic system identification in presence of colored notse

有色噪声动态系统辨识算法

A Neural Network Model Design with OOP and Its Application in Nonlinear Dynamic System Identification

面向对象的神经网络程序设计及其在非线性动态系统辨识中的应用

Support Vector Machine with Scaling Kernel and Its Application in Dynamic System Identification

尺度核支持向量机及在动态系统辨识中的应用

Theory and Method of Optimal Control Solution to Dynamic System Parameters Identification(ⅰ) Fundamental Concept and Deterministic System Parameters Identification

动力学系统参数辨识问题最优控制解的理论与方法（Ⅰ）&基本概念及确定性系统参数辨识

Considering the body dynamic constraint, system parameter identification method based on frequency domain analysis and correlation is bring forward. It is shown that the complicated identification problem in time domain model can be rather simple in frequency domain model.

结合载体动态约束，提出了基于相关频谱分析的系统参数辨识方法，指出在时域分析模型中相当复杂的辨识问题，在频域分析模型中可具有简单的形式。

Methods, characteristics, and experiment schemes of hydraulic power station dynamic system models identification have been firstly researched in this thesis. Then, applications of Least square algorithms, Genetic algorithm, and Pattern search algorithm to hydraulic power station dynamic system models identification have been researched.

本文首先研究了水电站动力系统模型辨识试验的方法、特点、试验方案及最小二乘类算法、遗传算法、模式搜索算法在水电站动力系统辨识中的应用。

To improve the performances of dynamic system identification, a new method to formulate scaling kernel function for support vector machine was proposed.

为了提高非线性动态系统辨识质量，提出了新的支持向量机尺度核函数构造方法。

Dynamic Experiment and System Identification of Reinforced Concrete Unit Frame With Artificial Plastic Hinges

带人工塑性铰的钢筋混凝土单元框架的动力试验与系统识别

According to the feature of calculation of time-variety dynamic system in damage identification, the state space method was introduced to simulate structural damage progress.

根据时变动力系统的结构损伤识别数值计算的特点，应用状态空间法来对结构损伤动力过程进行数值模拟。

And the algorithm is applied to Hermite function approximation, dynamic system identification and Mackey-Glass chaotic time-series prediction to confirm the effectiveness.

进而，通过Hermite函数逼近、非线性动态系统辨识和Mackey-Glass混沌时间序列预测等仿真研究，验证该算法的有效性。

Recurrent neural network is more suitable for nonlinear dynamic system identification because of its unique feedback characteristics.

递归神经网络因其特有的反馈特性更适用于非线性动态系统辨识。

Secondly, on the basis of dynamic system identification the transfer function model of the drive and control system is established by data processing with optimization algorithm of the complex body.

其次，对卷绕头驱动控制系统进行了动态辨识，采用复合形法优化处理实验数据，确定了其传递函数模型；

An Approach of Dynamic System Time-varying Parameters Identification

动态系统时变参数辨识的一种途径

D_L approximates properly to theoretic value makes it an effective characteristic quantity of nonlinear dynamic system by which mode identification is done well.

它对理论分形维的适度近似性使其可以作为非线性动力系统的有效特征量，依其进行模式辨识是可行和有效的。

An Application of Dynamic System Identification to Epidemiology

动态系统辨识在流行病学方面的应用

The algorithm is proper for dynamic system identification and adaptive fuzzy control.

可为模糊系统的辨识与控制提供了一条有效的途径。

The research on dynamic system identification in time domain is a front subject in the field of current civil engineering. Combined with high-efficiency high-accuracy instruments for signal analysis, system identification technique based on the dynamic test is becoming an important means of damage detection of engineering structures.

结构动力学系统时域识别是当前土木工程领域的一个前沿研究课题，与高效率高精度的信号采集和分析仪器相结合，基于动力测试的系统识别技术正逐步成为工程结构健康检测的重要手段。

Hydraulic Power Station Dynamic System Models Identification

水电站动力系统模型辨识

The one main way that NN is applied to FDD is dynamic system identification with feedforward networks.

采用前馈型网络对动态系统辨识是神经网络应用到故障检测和诊断中的主要方法之一。

PLANE SURFACE SHAPE DYNAMIC INTERFEROMETER Dynamic System Identification of Manned Submersible in Horizontal Plane

平面面形动态干涉仪载人潜水器水平面动力学模型系统辨识