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Coupling Model Based on PCA-WNN for Comprehensive Evaluation of Water Quality

机译:基于PCA-WNN的耦合模型进行综合评价水质

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Water quality evaluation is an important basic work for the water environmental management and protection. This paper presents a new water quality monitoring method based on principal component analysis-wavelet neural network combined model. First, the establishment of water quality evaluation index system, and then using principal component analysis to remove the relevance, overlap information of indicators, the representative indexes obtained were standardized and imported into the wavelet network neural model, it is the results of network study that used for the water quality comprehensively monitoring.
机译:水质评价是水环境管理和保护的重要基础工作。本文介绍了基于主成分分析 - 小波神经网络组合模型的新型水质监测方法。首先,建立水质评价指标体系,然后使用主成分分析来消除相关性,重叠指标信息,所获得的代表指标标准化并导入小波网络神经模型,这是网络研究的结果用于全面监测水质。

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