Title :
Use of the “ANAPRO” software to analyze and forecast operating parameters and technological characteristics on the basis of macro applications
Author :
Kurbatsky, V.G. ; Tomin, N.V.
Author_Institution :
Dept. of Electr. Power Syst., Energy Syst. Inst., Irkutsk, Russia
Abstract :
A progressive trend in creating advanced specialized software packages for processing considerable information arrays, identifying and classifying states and parameters is related to the integration of different artificial intelligence technologies which aims to combine their best features. The paper presents the intelligent ANAPRO software. It implements approaches to the analysis and forecasting of state parameters and process characteristics in the electric networks on the basis of modern methods of nonlinear data analysis and artificial intelligence technologies. The findings of experimental studies are given for different sections of electric network in East Siberia on the basis of the proposed ANAPRO software.
Keywords :
artificial intelligence; load forecasting; power engineering computing; power system state estimation; East Siberia; advanced specialized software packages; artificial intelligence technologies; electric networks; forecast operating parameters; information arrays; intelligent ANAPRO software; nonlinear data analysis; process characteristics; state parameters; technological characteristics; Algorithm design and analysis; Application software; Artificial intelligence; Data analysis; Data visualization; Independent component analysis; Load flow; Principal component analysis; Software packages; Technology forecasting; analysis; artificial intelligence technologies; forecasting; macro; process characteristics; software package;
Conference_Titel :
PowerTech, 2009 IEEE Bucharest
Conference_Location :
Bucharest
Print_ISBN :
978-1-4244-2234-0
Electronic_ISBN :
978-1-4244-2235-7
DOI :
10.1109/PTC.2009.5281905