Title :
A modified stepwise linear regression method for estimating modal sensitivity
Author :
Zhou, Ning ; Huang, Zhenyu ; Tuffner, Francis ; Trudnowski, Daniel ; Mittelstadt, William
Author_Institution :
Pacific Northwest Nat. Lab., Richland, WA, USA
Abstract :
Small signal stability problems are one of the major threats to grid stability and reliability. Low damping of inter area modes is usually considered to be a result of heavy power transfer over long distances. This paper proposes a modified stepwise regression method to estimate the modal sensitivity with respect to power flow on the transmission lines based on measurement. This sensitivity is used to identify dominant transmission lines, whose power flow has significant influence on the inter-area modal damping. It is shown through simulation study that the proposed method can effectively estimate the modal sensitivity with respect to line power flow. This, in turn, provides insight on how to improve damping through adjusting tie line flow.
Keywords :
damping; load flow; modal analysis; power system reliability; power system stability; power transmission lines; regression analysis; sensitivity analysis; grid reliability; grid stability; interarea modal damping; modal sensitivity estimation; modified stepwise linear regression method; power flow; small-signal stability problems; transmission lines; Damping; Generators; Load flow; Oscillators; Power transmission lines; Sensitivity; Transmission line matrix methods; Low frequency oscillation; modal sensitivity study; phasor measurement; power system operation; power system parameter estimation; small signal stability;
Conference_Titel :
Power and Energy Society General Meeting, 2011 IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4577-1000-1
Electronic_ISBN :
1944-9925
DOI :
10.1109/PES.2011.6039795