APPARATUS AND METHOD FOR PREDICTING THE PRODUCTION OF DISINFECTION BY-PRODUCT USING A ARTIFICIAL NEURAL NETWORK

摘要

The invention of disinfection by-products produced using artificial neural network forecasting device and as a result of the method, an integer disinfection by-products in the processing system by selecting the optimal neural network model according to a nonlinear form, depending on the comparison result of the error and the threshold value for the predicted value and the actual value of (for example, trihaloalkyl such as methane) production of disinfection by-products result (for example, For example, generating density, to provide a readable recording medium amount, etc.) to estimate beforehand, the generation of disinfection by-products result using artificial neural network prediction apparatus and a program for realizing that method, and the method by recording computer . and ; To this end, the present invention is a data collection unit for collecting process water quality factors, and factors for disinfecting process; Receiving the process parameters and the quality factor, the artificial neural network model in a predetermined unit for applying at least one artificial neural network model having any one of a target in the artificial neural network model; And selecting an optimal neural network model based on the comparison result of the error and the threshold value set based on 'the actual value of the actual check disinfection by-products in the water treatment system' 'predicted values of disinfection by-products outputted through the neural network model, and After performing the feedback includes a feedback for the generation result of the prediction for disinfection by-products.