DocumentCode
975994
Title
A column generation method for optimal load management via control of electric water heaters
Author
Laurent, Jean-Charles ; Desaulniers, Guy ; Malhamé, Roland P. ; Soumis, François
Author_Institution
Ecole Polytech. de Montreal, Que., Canada
Volume
10
Issue
3
fYear
1995
fDate
8/1/1995 12:00:00 AM
Firstpage
1389
Lastpage
1400
Abstract
Electric water heaters have been the focus of several previous studies where they are viewed as energy storing devices to be considered for peak load shaving within device interruption based load management programs. It is well known that such controls, when applied indiscriminately, can cause payback phenomena which could actually worsen existing peak loads. Thus, optimal switching strategies must be devised. A column generation based optimization scheme which combines the advantages of linear programming and dynamic programming approaches, both previously proposed in load management literature, is presented. The method is successfully tested on a representative set of residential electric water heating load mixes. The results are analyzed in the paper, both from the computational and load management point of view
Keywords
control system analysis; domestic appliances; dynamic programming; economics; electric heating; linear programming; load management; optimal control; power consumption; power system control; column generation method; device interruption; dynamic programming; electric water heaters; energy storing devices; linear programming; optimal load management; optimal switching strategies; payback phenomena; peak load shaving; residential load mixes; Aggregates; Dynamic programming; Dynamic scheduling; Linear programming; Load management; Optimal control; Optimal scheduling; Resistance heating; Temperature control; Water heating;
fLanguage
English
Journal_Title
Power Systems, IEEE Transactions on
Publisher
ieee
ISSN
0885-8950
Type
jour
DOI
10.1109/59.466513
Filename
466513
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