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Forecasting heating value of biomass with method of artificial neural network
Pages: 25-27
Year: Issue:  2
Journal: Rural Energy

Keyword:  生物质 热值 神经网络;
Abstract: 应用人工神经网络方法对生物质的热值进行了预测,网络的训练数据集来自美国Biomass Feedstock Composition and Property Database of U.S.D epartment of Energy。神经网络以生物质的工业分析结果作为输入数据,采用56组数据对网络进行训练,以7组数据对网络进行验证,对网络输出值与实际值进行比较,相对误差在0.08%以内。人工神经网络成功地预测各种生物质的热值,说明人工神经网络能够处理生物质的热值与工业分析各组分间的非线性关系。
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