NDLI: Dual programming methods for large-scale thermal generation scheduling

Content Provider	IEEE Xplore Digital Library
Author	Demartini, G. De Simone, T.R. Granelli, G.P. Montagna, M. Robo, K.
Copyright Year	1996
Description	Author affiliation: DSR/CRA, ENEL S.p.A., Cologno Monzese, Italy (Demartini, G.)
Abstract	The problem of thermal generation scheduling is considered in the framework of the short-term hydro-thermal coordination problem. Dual programming methods are applied to the large-scale problem deriving from a fine subdivision of the daily optimization horizon for networks with hundreds of thermal units. The starting point for the dual approach is obtained from the solution of a thermal scheduling problem with discarded generation ramp-rate constraints. The relaxed daily scheduling decouples into as many smaller dispatch problems as the number of subintervals. Two dual programming methods are implemented: the former is the dual active set algorithm by Goldfarb and Idnani; while the latter is based on the application of continuation method techniques. These approaches are extensively tested with reference to both a small sample system and to the daily thermal generation scheduling of the Italian (ENEL) system (over 100 thermal units and 96 quarter hour subintervals). Incorporating the dual programming approach within the ENEL hydro-thermal coordination procedure is also considered.
Starting Page	232
Ending Page	238
File Size	784465
Page Count	7
File Format	PDF
ISBN	0780337131
DOI	10.1109/PICA.1997.599401
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	1997-05-11
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Large-scale systems Optimization methods Power generation Power system analysis computing Costs Dynamic programming IEEE members System testing Thermal decomposition Equations
Content Type	Text
Resource Type	Article

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