Forecasting the Unknown Dynamics in NN3 Database Using a Nonlinear Autoregressive Recurrent Neural Network

机译：使用非线性自回归递归神经网络预测NN3数据库中的未知动力学

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In this paper, a nonlinear autoregressive (NAR) recurrent neural network is used for the prediction of the next 18 data samples of each time series in a set of 11 unknown dynamics in NN3 Database. The models are built on the reconstructed state spaces of

机译：在本文中，使用非线性自回归（NAR）递归神经网络预测NN3数据库中一组11个未知动力学中每个时间序列的下18个数据样本。这些模型建立在的重构状态空间上

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《Neural Networks, The 2007 IEEE International Joint Conference on》|2007年|P.2105-2109|共5页
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Safavieh; E.; Andalib; S.; Andalib; A.;
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中图分类工业技术;
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autoregressive processes; recurrent neural nets; time series; NN3 database; exogenous inputs; nonlinear autoregressive model; nonlinear autoregressive recurrent neural network; time series; unknown dynamics forecasting;

机译：自回归过程递归神经网络时间序列NN3数据库外部输入非线性自回归模型非线性自回归递归神经网络时间序列未知动力学预测;

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1. Model Predictive Control of Unknown Nonlinear Dynamical Systems Based on Recurrent Neural Networks [J] . Yunpeng Pan Industrial Electronics, IEEE Transactions on . 2012,第8期

机译：基于递归神经网络的未知非线性动力系统的模型预测控制
2. A recurrent neural-network-based real-time learning control strategy applying to nonlinear systems with unknown dynamics [J] . Chow T.W.S., Yong Fang IEEE Transactions on Industrial Electronics . 1998,第1期

机译：一种基于递归神经网络的实时学习控制策略，应用于动力学未知的非线性系统
3. Tracking control of multi-input affine nonlinear dynamical systems with unknown nonlinearities using dynamical neural networks [J] . Rovithakis G.A. IEEE transactions on systems, man, and cybernetics. Part B . 1999,第2期

机译：非线性未知的多输入仿射非线性动力系统的动力学神经网络跟踪控制
4. Forecasting the Unknown Dynamics in NN3 Database Using a Nonlinear Autoregressive Recurrent Neural Network [C] . Safavieh, E., Andalib, Neural Networks, The 2007 IEEE International Joint Conference on . 2007

机译：使用非线性自回归递归神经网络预测NN3数据库中的未知动力学
5. Short-Term Forecasting of Electric Loads Using Nonlinear Autoregressive Artificial Neural Networks with Exogenous Multivariable Inputs [D] . Buitrago, Jaime H. 2017

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6. Ensemble Nonlinear Autoregressive Exogenous Artificial Neural Networks for Short-Term Wind Speed and Power Forecasting [O] . Zhongxian Men, Eugene Yee, Fue-Sang Lien, 2014

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7. Forecasting the Unknown Dynamics in NN3 Database Using a Nonlinear Autoregressive Recurrent Neural Network [O] . E. Safavieh, S. Andalib, A. Andalib 2013

机译：使用非线性自回归递归神经网络预测NN3数据库中的未知动力学

Forecasting the Unknown Dynamics in NN3 Database Using a Nonlinear Autoregressive Recurrent Neural Network

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