周集体

个人信息Personal Information

教授

博士生导师

硕士生导师

性别:男

毕业院校:大连工学院

学位:硕士

所在单位:环境学院

电子邮箱:zjiti@dlut.edu.cn

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Water quality evaluation of nearshore area using artificial neural network model

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论文类型:会议论文

发表时间:2009-06-11

收录刊物:EI、CPCI-S、Scopus

页面范围:5962-+

关键字:water quality evaluation; Dalian Bay; artificial neural network

摘要:In this paper, a water quality evaluation model of nearshore (Dalian Bay) is built through artificial neural network based on the analysis of history information and monitoring data. In which a back propagation (BP) network is used. A hierarchical prediction model is established according to water quality at different period. Results illustrates the methodology is practicable and can be provided scientific proof for water quality evaluation and prevention of Dalian Bay. The method does not demand data's rules and has the characteristic of impersonality, credibility and highly inaccuracy permission. At the same time the predictive relative error is little.