Learning the LMP-Load Coupling From Data: A Support Vector Machine Based Approach

This paper investigates the fundamental coupling between loads and locational marginal prices (LMPs) in security-constrained economic dispatch (SCED). Theoretical analysis based on multi-parametric programming theory points out the unique one-to-one mapping between load and LMP vectors. Such one-to-...

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Bibliographic Details

Published in:	IEEE transactions on power systems Vol. 32; no. 2; pp. 1127 - 1138
Main Authors:	Geng, Xinbo, Xie, Le
Format:	Journal Article
Language:	English
Published:	IEEE 01.03.2017
Subjects:	Couplings Economics Generators Locational marginal prices (LMPs) Programming security constrained economic dispatch (SCED) support vector machine (SVM) Support vector machines system pattern region Topology Transmission line matrix methods
ISSN:	0885-8950, 1558-0679
Online Access:	Get full text
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