Title :
Algorithms of data forecasting in industrial telecommunication system of environment control
Author :
Belov, Alexey A. ; Ermolaev, V.A. ; Proskuryakov, A.Yu.
Author_Institution :
Murom Inst. (branch), Vladimir State Univ. named after Alexander & Nikolay Stoletovs, Murom, Russia
Abstract :
The algorithms for processing and forecasting data on the levels of polluting emissions produced in the course of industrial environmental control are described. The different options for systems of neural network forecasting and recovery results of time series data preprocessing based on the wavelet transform are presented.
Keywords :
environmental science computing; neural nets; pollution control; time series; wavelet transforms; data forecasting algorithm; data processing algorithm; industrial environmental control; industrial telecommunication system; neural network forecasting; time series data preprocessing; wavelet transform; Control systems; Educational institutions; Electronic mail; Forecasting; Neural networks; Telecommunications; Wavelet transforms;
Conference_Titel :
Microwave and Telecommunication Technology (CriMiCo), 2013 23rd International Crimean Conference
Conference_Location :
Sevastopol
Print_ISBN :
978-966-335-395-1
