Title :
Information theoretic index for regime shifts in power systems
Author :
Lingyu Ren;Peng Zhang;Hua Ye
Author_Institution :
Department of Electrical and Computer Engineering, University of Connecticut, Storrs, 06269, USA
fDate :
7/1/2015 12:00:00 AM
Abstract :
A regime shift occurs when a dynamical system´s state shifts from a nominal equilibrium to an alternative equilibrium. This concept is often used to describe the collapse of ecological systems, but it also appears in many engineering systems; most notably in the voltage collapse of power systems. This paper uses an information theoretic index known as the Fisher Information (FI) as a real-time statistical index detecting regime shifts in a stressed IEEE 118 bus system. These preliminary experiments demonstrate that the FI index indeed provide early warning of abnormal operations leading to voltage instability. As a data driven method the proposed FI index provides a useful tool supporting the real-time monitoring of power system operations.
Keywords :
"Power system stability","Indexes","Voltage measurement","Detectors","Mathematical model","Real-time systems","Resilience"
Conference_Titel :
Power & Energy Society General Meeting, 2015 IEEE
DOI :
10.1109/PESGM.2015.7286525