Title :
From power quality monitoring to transient stability analysis: Measurement-based load modeling for dynamic simulations
Author :
Visconti, I.F. ; de Souza, L.F.W. ; Costa, J.M.S.C. ; Sobrinho, N.R.B.C.
Author_Institution :
CEPEL, Rio de Janeiro, Brazil
Abstract :
The major source of inaccuracy in dynamic power simulations arises from the models used to represent loads, due to their stochastic nature. Nevertheless, measurements of the electrical system dynamic response are available from a large number of sources like power quality monitors and other disturbance monitoring devices. That means that real world recorded data may be used to fit a mathematical description of load. This measurement-based load modeling approach has come to replace the traditional component-based load modeling, where the load is represented by a mix of components with some physical meaning. This article proposes a methodology of measurement-based load modeling for transient stability analysis, showing practical results compared to power quality recordings. The technique proposed to estimate load model parameters, based on Genetic Algorithms (GA), proved to be successful.
Keywords :
genetic algorithms; power supply quality; power system measurement; power system transient stability; component-based load modeling; disturbance monitoring devices; dynamic power simulations; electrical system dynamic response; genetic algorithms; mathematical description; measurement-based load modeling; power quality monitoring; transient stability analysis; Load modeling; Mathematical model; Power quality; Power system dynamics; Reactive power; Stability analysis; Voltage fluctuations; Artificial intelligence; Genetic algorithms; Load modeling; Power quality; Power system monitoring; Power system transient stability; Systems identification; Voltage dips;
Conference_Titel :
Harmonics and Quality of Power (ICHQP), 2010 14th International Conference on
Conference_Location :
Bergamo
Print_ISBN :
978-1-4244-7244-4
Electronic_ISBN :
978-1-4244-7245-1
DOI :
10.1109/ICHQP.2010.5625489