DocumentCode
84183
Title
Regression Modeling for Accommodating Unscheduled Flows in Electric Grids
Author
Mohanpurkar, Manish ; Suryanarayanan, S.
Author_Institution
Colorado State Univ., Fort Collins, CO, USA
Volume
29
Issue
5
fYear
2014
fDate
Sept. 2014
Firstpage
2569
Lastpage
2570
Abstract
Accommodation of unscheduled flows (USFs) using regression model building and robust regression is presented as an alternative to analytic ridge regression (RR) for numerically ill-conditioned incidence matrices.
Keywords
matrix algebra; power grids; power transmission lines; regression analysis; RR; USFs; analytic ridge regression; electric grids; numerically ill-conditioned incidence matrices; regression modeling; unscheduled flow accommodation; Analytical models; Mathematical model; Numerical models; Power transmission lines; Robustness; Transmission line matrix methods; Vectors; Multicollinearity; ordinary least squares; ridge regression; robust regression; unscheduled flows;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/TPWRS.2014.2301593
Filename
6729107
Link To Document