Stephen, Bruce and Galloway, Stuart (2012) Domestic load characterization through smart meter advance stratification. IEEE Transactions on Smart Grid, 3 (3). pp. 1571-1572. ISSN 1949-3053
Full text not available in this repository. (Request a copy from the Strathclyde author)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.
| Item type: | Article |
|---|---|
| ID code: | 40369 |
| Keywords: | power systems, load modeling, clustering methods, bayesian methods, smart grids , pricing, load modeling , electricity, educational institutions, data models , Electrical engineering. Electronics Nuclear engineering |
| Subjects: | Technology > Electrical engineering. Electronics Nuclear engineering |
| Department: | Faculty of Engineering > Electronic and Electrical Engineering |
| Related URLs: | |
| Depositing user: | Pure Administrator |
| Date Deposited: | 09 Jul 2012 10:54 |
| Last modified: | 02 Oct 2012 14:23 |
| URI: | http://strathprints.strath.ac.uk/id/eprint/40369 |
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