Statistical representation of distribution system loads using Gaussian mixture model

IEEE Transactions on Power Systems

Volumn 25, Issue 1, 2010, Pages 29-37

  Singh, Ravindra ^a   Pal, Bikash C ^a   Jabr, Rabih A ^b  

^a IMPERIAL COLLEGE LONDON   (United Kingdom)

^b AMERICAN UNIVERSITY OF BEIRUT   (Lebanon)

Author keywords

Expectation maximization (EM) algorithm; Gaussian mixture model; Load profile

Indexed keywords

DISTRIBUTION NETWORK; DISTRIBUTION SYSTEMS; EXPECTATION-MAXIMIZATION ALGORITHMS; GAUSSIAN MIXTURE MODEL; LOAD PROFILES; MIXTURE COMPONENTS; PROBABILISTIC APPROACHES; SPECIFIC DISTRIBUTION; STATISTICAL MODELING; STATISTICAL REPRESENTATIONS;

COMMUNICATION CHANNELS (INFORMATION THEORY); DISTRIBUTED PARAMETER NETWORKS; DISTRIBUTION FUNCTIONS; IMAGE SEGMENTATION; MATHEMATICAL MODELS; MAXIMUM PRINCIPLE; MIXTURES; OPTIMIZATION;

PROBABILITY DENSITY FUNCTION;

EID: 76649139141     PISSN: 08858950     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPWRS.2009.2030271     Document Type: Article

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