Research on the Short-term Agricultural Electric Load Forecasting of Wavelet Neural Network

机译：小波神经网络短期农业电力负荷预测研究

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This paper proposes a new method for load forecasting—the wavelet neural network model for daily load forecasting. The neural call function is basis of nonlinear wavelets. A wavelet network is composed by the wavelet basis function. The global optimum solution is got. We overcome the intrinsic defects of a artificial neural network that its learning speed is slow, its network structure is difficult to determine rationally and it produces local minimum points. It can be seen from the example this method can improve effectively the forecast accuracy and speed. It can be applied to the daily agricultural electric load forecasting.

机译：本文提出了一种对日常负荷预测的负载预测 - 小波神经网络模型的新方法。神经呼叫功能是非线性小波的基础。小波网络由小波基函数组成。 GOT全球最佳解决方案。我们克服了人工神经网络的内在缺陷，即其学习速度速度很大，其网络结构难以合理地确定，并且它产生局部最小点。从该方法可以看出，该方法可以有效地提高预测精度和速度。它可以应用于日常农业负荷预测。

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来源
《IFIP TC 12 International Conference on Computer and Computing Technologies in Agriculture》|2008年||共9页
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作者
Qian Zhang;
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正文语种
中图分类电子技术、计算机技术在农业上的应用;
关键词
Artificial Neural Network; Wavelet Neural Network; Agricultural electric Load Forecasting;

机译：人工神经网络;小波神经网络;农业负荷预测;

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1. Short-term electric load and temperature forecasting using wavelet echo state networks with neural reconstruction [J] . Ali Deihimi, Omid Orang, Hemen Showkati Energy . 2013,第AUGa1期

机译：基于神经重构的小波回波状态网络短期电力负荷和温度预测
2. Wavelet transform and neural networks ofr short-term electrical load forecasting [J] . S.J. Yao, Y.H. Song, L.Z. Zhang Energy Conversion & Management . 2000,第18期

机译：小波变换和神经网络用于短期电力负荷预测
3. Applying Wavelets to Short-Term Load Forecasting Using PSO-Based Neural Networks [J] . Bashir Z. A., El-Hawary M. E. IEEE Transactions on Power Systems . 2009,第1期

机译：小波在基于PSO的神经网络短期负荷预测中的应用
4. Research on the Short-term Agricultural Electric Load Forecasting of Wavelet Neural Network [C] . Qian Zhang IFIP TC 12 International Conference on Computer and Computing Technologies in Agriculture . 2008

机译：小波神经网络短期农业电力负荷预测研究
5. Short-Term Forecasting of Electric Loads Using Nonlinear Autoregressive Artificial Neural Networks with Exogenous Multivariable Inputs [D] . Buitrago, Jaime H. 2017

机译：使用带有外源多变量输入的非线性自回归人工神经网络进行电力负荷的短期预测
6. Forecasting short-term data center network traffic load with convolutional neural networks [O] . Alberto Mozo, Bruno Ordozgoiti, Sandra Gómez-Canaval 2012

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7. Research on the Short-term Agricultural Electric Load Forecasting of Wavelet Neural Network [O] . Qian Zhang -1

机译：小波神经网络短期农业电力负荷预测研究
8. Short-term electric load forecasting using neural networks [R] . Daugherty, E. , Bartlett, E. 1993

机译：使用神经网络进行短期电力负荷预测

Research on the Short-term Agricultural Electric Load Forecasting of Wavelet Neural Network

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