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SYSTEM AND METHOD FOR PROVIDING WATER QUALITY INFORMATION CAPABLE OF DIAGNOSING AND PREDICTING STATE OF WATER QUALITY OF WATER SYSTEM

机译:提供可诊断和预测水系统水质状态的水质信息的系统和方法

摘要

The present invention relates to a system and a method for providing water quality information capable of diagnosing and predicting the state of the water quality of a water system, the system and method predicting the water quality at a specific point of the water system by means of a water quality value measured at a point higher upstream and a water quality prediction model comprising a series of rules so as to provide same and simultaneously providing a qualitative diagnosis result on the state of the water quality. Provided according to the present invention is a system for providing water quality information capable of diagnosing and predicting the state of the water quality of a water system, the system comprising: a data processing unit for collecting pieces of data required for diagnosing and predicting the state of the water quality of the water system from a database for storing data on the measured water quality of the water system and for grouping the pieces of data into sets at predetermined time intervals so as to process same; a diagnostic decision tree generation unit for generating a diagnostic decision tree which groups water quality types at a target point for pieces of data for the target point among the processed sets of data and diagnoses the water quality type at the target point with the grouped water quality types as target variables and the piece of data corresponding to a point higher upstream than the target point as a separation criterion; a diagnostic decision unit for applying the pieces of data for the target point among the processed sets of data to the diagnostic decision tree and for deriving the water quality type at the target point; a predictive decision tree generation unit for generating a predictive decision tree which predicts a quantitative range for a target variable at the target point with the pieces of data for the target point among the processed sets of data as target variables and the piece of data corresponding to a point higher upstream than the target point as a separation criterion; and a predictive decision unit for applying the pieces of data for the target point among the processed sets of data to the predictive decision tree and for deriving the quantitative range for the target variable at the target point, wherein the processed sets of data include at least one among BOD, COD, SS, T-N, T-P, STN, STP, NH4+N, NOX-N, PO4-P, and GHI-a pH.
机译:提供水质信息的系统和方法技术领域本发明涉及用于提供能够诊断和预测水系统的水质状态的水质信息的系统和方法,该系统和方法通过以下方式预测水系统的特定点处的水质:在上游更高点测得的水质值和包括一系列规则的水质预测模型,以提供相同的规则并同时提供有关水质状态的定性诊断结果。根据本发明,提供了一种用于提供能够诊断和预测水系统的水质状态的水质信息的系统,该系统包括:数据处理单元,用于收集诊断和预测状态所需的数据片段。从数据库中获取水系统的水质,该数据库用于存储有关所测得的水系统水质的数据,并以预定的时间间隔将数据片段分组以进行处理;诊断决策树生成单元,用于生成诊断决策树,该诊断决策树将处理后的数据集中针对目标点的数据片段在目标点处的水质类型进行分组,并利用分组的水质来诊断目标点处的水质类型以类型为目标变量,以与目标点上游的点对应的数据为分离基准。诊断决策单元,用于将处理后的数据集中的目标点的数据应用于诊断决策树,并得出目标点的水质类型;预测决策树生成单元,用于生成预测决策树,该预测决策树以处理后的数据组中的用于目标点的数据作为目标变量,并以与该目标数据对应的数据来预测目标点处目标变量的定量范围。作为分离标准,比目标点高的上游点;预测决策单元,用于将处理后的数据集中的目标点的数据应用于预测决策树,并导出目标点处目标变量的定量范围,其中处理后的数据至少包括BOD,COD,SS,TN,TP,STN,STP,NH 4 + N,NO X -N,PO 4 -P和GHI-a pH。

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