DocumentCode :
86801
Title :
Distribution Power Flow Management Utilizing an Online Constraint Programming Method
Author :
Dolan, Michael J. ; Davidson, Euan M. ; Ault, Graham W. ; Bell, K.R.W. ; McArthur, S.D.J.
Author_Institution :
Inst. for Energy & Environ., Univ. of Strathclyde, Glasgow, UK
Volume :
4
Issue :
2
fYear :
2013
fDate :
Jun-13
Firstpage :
798
Lastpage :
805
Abstract :
This paper presents a novel active power flow management (PFM) method for managing multiple distributed generator (DG) units connected to medium voltage distribution networks. The method uses the artificial intelligence technique of constraint programming to autonomously manage DG real power outputs and offers flexible and network agnostic characteristics. The method is assessed using multiple scenarios on two real case study networks to examine simulated closed-loop control actions under certain thermal excursions. The test cases are explored with algorithms implemented, in software, on commercially available substation computing hardware to identify computation timescales and investigate algorithm robustness when presented with measurement error. The archival value of this paper is in the specification and evaluation of a novel application of the constraint programming technique for online control of DG in thermally constrained distribution networks.
Keywords :
closed loop systems; constraint handling; control engineering computing; distributed power generation; load flow; measurement errors; power distribution control; power engineering computing; power system management; DG units; PFM method; active power flow management method; archival value; artificial intelligence technique; computation timescales; distribution power flow management; flexible agnostic characteristics; measurement error; medium voltage distribution networks; multiple distributed generator units; network agnostic characteristics; online constraint programming method utilization; online control; real case study networks; simulated closed-loop control actions; substation computing hardware; thermal excursions; thermally constrained distribution networks; Current measurement; Generators; Load flow; Measurement errors; Planning; Programming; Software; Active network management; distributed control; distributed generation; smart grids;
fLanguage :
English
Journal_Title :
Smart Grid, IEEE Transactions on
Publisher :
ieee
ISSN :
1949-3053
Type :
jour
DOI :
10.1109/TSG.2012.2234148
Filename :
6476767
Link To Document :
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