Title :
Considerations on the design of a power system decentralized dynamic observer
Author :
Benigni, A. ; Liu, J. ; Ponci, F. ; Monti, A. ; Pisano, G. ; Sulis, S.
Author_Institution :
Inst. for Autom. of Complex Power Syst., RWTH Aachen Univ., Aachen, Germany
Abstract :
Dynamic, distributed state estimation can be effectively performed through the Decentralized Information Filter (DIF). It has been shown that the optimal selection of the variables, whose value must be exchanged between partitions, can be based on the determination of coupling sensitivity indexes and on the minimization of communication and elaboration cost. The design of such DIF implies certain features of the coupling sensitivity indexes, and of the optimization procedure. Furthermore, it should be based on metrics related to the local sub-systems. In this work these aspects are analyzed to set the ground for the derivation of general guidelines on the selection procedure.
Keywords :
filtering theory; observers; power system state estimation; DIF; communication cost; coupling sensitivity index determination; decentralized information filter; distributed state estimation; elaboration cost; power system decentralized dynamic observer; Accuracy; Couplings; Indexes; Power system dynamics; State estimation; Decentralized estimation; Decoupling of systems; Dynamic programming; Power system state estimation; Power systems;
Conference_Titel :
Instrumentation and Measurement Technology Conference (I2MTC), 2011 IEEE
Conference_Location :
Binjiang
Print_ISBN :
978-1-4244-7933-7
DOI :
10.1109/IMTC.2011.5944281