Title :
Measurement-based analysis of the dynamic performance of microgrids using system identification techniques
Author :
Papadopoulos, Panagiotis N. ; Papadopoulos, Theofilos A. ; Crolla, Paul ; Roscoe, Andrew J. ; Papagiannis, Grigoris K. ; Burt, Graeme M.
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
Abstract :
The dynamic performance of microgrids is of crucial importance, because of the increased complexity introduced by the combined effect of inverter interface and rotating distributed generation. This study presents a methodology for the investigation of the dynamic behaviour of microgrids based on measurements using Prony analysis and state-space black-box modelling techniques. Both methods are compared and evaluated using real operating conditions data obtained by a laboratory microgrid system. The recorded responses and the calculated system eigenvalues are used to analyse the system dynamics and interactions among the distributed generation units. The proposed methodology can be applied to any real-world microgrid configuration, taking advantage of the future smart grid technologies and features.
Keywords :
distributed power generation; eigenvalues and eigenfunctions; invertors; power system measurement; power system parameter estimation; smart power grids; Prony analysis; distributed generation unit; inverter interface effect; laboratory microgrid system; measurement-based analysis; microgrid dynamic performance analysis; rotating distributed generation; smart grid technology; state-space black-box modelling technique; system eigenvalues; system identification techniques;
Journal_Title :
Generation, Transmission & Distribution, IET
DOI :
10.1049/iet-gtd.2014.0555