A modified stepwise linear regression method for estimating modal sensitivity

TitleA modified stepwise linear regression method for estimating modal sensitivity
Publication TypeConference Paper
Year of Publication2011
AuthorsNing Zhou, Zhenyu Huang, Francis K Tuffner, Dan Trudnowski, William A Mittelstadt
Conference NameIEEE Power and Energy Society (PES) General Meeting
Date Published07/2011
PublisherIEEE
Conference LocationDetroit, MI, USA
ISBN Number978-1-4577-1000-1
KeywordsAA09-002, AARD, Automatic Switchable Network (ASN), phasor measurement units (PMUs), power system reliability
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.

DOI10.1109/PES.2011.6039795