bp神经网络 短期负荷预测我要分享

BP neural network based short-term load forecastin

matlab

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代码描述

中文说明:       短期负荷预测:本程序中涉及的负荷数据是南方某缺电城市一个月内的负荷,一天的负荷点书为15点,其中有3个天气数据,数据是已经处理好的,数值范围时0到1。采用的算法是BP伸进网络算法,语言是MATLAB。文档中除了代码还有预测结果的图像,以及某训练次数下的训练结果,由于训练次数不够,结果误差较大,自己编程的时候要等训练目标达到后,再进一步操作。


English Description:

        Short-term load forecasting: loading data for this program is a power shortage in South City within one month of the load, load books a day to 15, including 3 weather data, the data is already disposed of, range in value from 0 to 1. Algorithm is used in BP reached into the network, language is MATLAB. Images in addition to codes has predicted the results in the document, as well as a training frequency of training results, owing to lack of training time, larger error, after their programming to achieve the training objectives such as, any further action.


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