Projects per year
Abstract
The heterogeneity of domestic loads presents Distribution Network Operators with operational uncertainties which may become problematic as generation capacity shrinks and network infrastructure ages. High resolution meter advances recorded by increasingly ubiquitous Smart Meters can be seen as representing base loads along with aggregations of multiple domestic appliances – in this letter, a Bayesian formulation of the finite mixture probability distribution is employed to enumerate and capture generalizations of these, from which compact representations of domestic load profiles can be formed.
Original language | English |
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Pages (from-to) | 1571-1572 |
Number of pages | 2 |
Journal | IEEE Transactions on Smart Grid |
Volume | 3 |
Issue number | 3 |
Early online date | 15 May 2012 |
DOIs | |
Publication status | Published - Sept 2012 |
Keywords
- power systems
- load modeling
- clustering methods
- bayesian methods
- smart grids
- pricing
- load modeling
- electricity
- educational institutions
- data models
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Dive into the research topics of 'Domestic load characterization through smart meter advance stratification'. Together they form a unique fingerprint.Projects
- 1 Finished
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HiDEF. Supergen 3 HDPS Renewal Core and Pluses
Infield, D. (Principal Investigator), Ault, G. (Co-investigator), Bell, K. (Co-investigator), Burt, G. (Co-investigator), Finney, S. (Co-investigator), Fletcher, J. (Co-investigator), Johnstone, C. (Co-investigator), Kelly, N. (Co-investigator), Kockar, I. (Co-investigator), McGregor, P. (Co-investigator) & Williams, B. (Co-investigator)
EPSRC (Engineering and Physical Sciences Research Council)
1/07/09 → 30/09/13
Project: Research