| 人工神经网络在道路交通噪声预测中的应用 |
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| 引用本文： | 张继萍,吴硕贤. 人工神经网络在道路交通噪声预测中的应用[J]. 环境科学学报, 1998, 18(5): 471-478 |
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| 作者姓名： | 张继萍 吴硕贤 |
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| 作者单位： | 1. 浙江省环科院,杭州,310007
2. 浙江大学建筑系,杭州,310027 |
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| 摘 要： | 人工神经网络具有很强的预测功能，根据某公路交通噪声的实测数据，应用人工神经网络进行道路交通噪声的预测，经检验，计算值与实测值接近，从而为道路交通噪声的预测提供了一种新的途径。
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| 关 键 词： | 神经网络 交通 噪声预测 反向传播算法 噪声监测 |
| 收稿时间： | 1997-03-28 |
| 修稿时间： | 1997-07-02 |
AN APPLICATION OF ARTIFICIAL NEURAL NETWORK TO TRAFFIC NOISE PREDICTION |
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| Zhang Jiping and Wu Shuoxian. AN APPLICATION OF ARTIFICIAL NEURAL NETWORK TO TRAFFIC NOISE PREDICTION[J]. Acta Scientiae Circumstantiae, 1998, 18(5): 471-478 |
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| Authors: | Zhang Jiping and Wu Shuoxian |
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| Affiliation: | Department of Civil Engineering, Zhejiang University, Hangzhou 310027 and Zhejiang Research and Design Institute of Environmental Protection. Hangzhou 310007)(Department of Architecture, Zhejiang University, Hangzhou 310027 |
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| Abstract: | Artificial neural network is powerful in prediction. Based on the traffic noise data measured at a highway, the traffic noise levels were predicted with an artificial neural network. It is proved that the predicted data are in agrement with measured data well. Therefore, artificial neural network provides a new way for traffic noise prediction. |
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