DocumentCode
3249039
Title
Resolution enhancement of input parameters in a demand side management model
Author
Imbert, P. ; Kariniotakis, G. ; Blanc, P. ; Neirac, F.P.
Author_Institution
Geo Simulation for Energy, Eur. Inst. for Energy Res. - EIFER, Karlsruhe, Germany
fYear
2010
fDate
14-17 June 2010
Firstpage
734
Lastpage
740
Abstract
Demand side management (DSM) and distributed generation (DG) introduce into power systems new dynamics and behaviors which must be taken into account in the planning and operation of the system. This paper presents a model that aims to simulate the spread out effects of DSM actions in a region. This model is suitable designed to represent the territorial or local specificities of each studied area where the DSM actions apply. The model involves a large number of input data. The main question is what should be the optimal level of detail this data has to be collected in terms of spatial resolution so that meaningful results are obtained. The paper presents a method to define the input data which are critical to collect with a higher spatial resolution. Results for a case study in France are presented. Demand-side management, territorial energy planning, input parameter selection, sensitivity analysis, ranking based correlation method, Monte Carlo simulation.
Keywords
Monte Carlo methods; demand side management; distributed power generation; power distribution planning; DSM; France; Monte Carlo simulation; demand side management model; distributed generation; power system operation; power system planning; Correlation; Distributed control; Energy management; Power system dynamics; Power system management; Power system modeling; Power system planning; Power system simulation; Sensitivity analysis; Spatial resolution;
fLanguage
English
Publisher
ieee
Conference_Titel
Probabilistic Methods Applied to Power Systems (PMAPS), 2010 IEEE 11th International Conference on
Conference_Location
Singapore
Print_ISBN
978-1-4244-5720-5
Type
conf
DOI
10.1109/PMAPS.2010.5528403
Filename
5528403
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