Paper published in a book (Scientific congresses and symposiums)
Application of a data minig based technique for the evaluation of transmission expansion plans
Druet, Christophe; Vassena, Stefano; Rousseaux, Patricia et al.
2005In Proceedings of the 15th Power System Computation Conference (PSCC)
Peer reviewed
 

Files


Full Text
fp356.pdf
Publisher postprint (170.62 kB)
Download

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
data mining; power system planning; probabilistic method; random sampling; Monte-Carlo; real example
Abstract :
[en] This paper describes a methodology for the study of long-term network planning under uncertainties. In this approach the major external uncertainties during the planning horizon are modelled as macro-scenarios at different future time instants. The random nature of actual operating conditions is taken into account by using a probabilistic model of micro-scenarios based on past statistics. MonteCarlo simulations are used to generate and simulate a specified number of scenarios. Data mining techniques are then applied to the simulations results collected in a database, so as to extract information and to rank scenarios and network reinforcements according to different performance criteria. The paper describes the application of this approach on a real transmission planning problem faced by the Belgian transmission system operator.
Disciplines :
Electrical & electronics engineering
Author, co-author :
Druet, Christophe
Vassena, Stefano
Rousseaux, Patricia ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Système et modélisation
Wehenkel, Louis  ;  Université de Liège - ULiège > Dép. d'électric., électron. et informat. (Inst.Montefiore) > Systèmes et modélisation
Language :
English
Title :
Application of a data minig based technique for the evaluation of transmission expansion plans
Publication date :
2005
Event name :
15th Power System computation conference (PSCC)
Event organizer :
ULg - Université de Liège
Event place :
Liège, Belgium
Event date :
August 22-26
Audience :
International
Main work title :
Proceedings of the 15th Power System Computation Conference (PSCC)
Peer reviewed :
Peer reviewed
Available on ORBi :
since 22 August 2012

Statistics


Number of views
142 (1 by ULiège)
Number of downloads
96 (3 by ULiège)

Bibliography


Similar publications



Contact ORBi