Advanced search
Start date
Betweenand
Related content
(Reference retrieved automatically from Web of Science through information on FAPESP grant and its corresponding number as mentioned in the publication by the authors.)

Spatial-Temporal Estimation for Nontechnical Losses

Full text
Author(s):
Faria, Lucas Teles [1] ; Melo, Joel David [1] ; Padilha-Feltrin, Antonio [1]
Total Authors: 3
Affiliation:
[1] Sao Paulo State Univ, UNESP, Dept Elect Engn, BR-15385000 Ilha Solteira, SP - Brazil
Total Affiliations: 1
Document type: Journal article
Source: IEEE Transactions on Power Delivery; v. 31, n. 1, p. 362-369, FEB 2016.
Web of Science Citations: 6
Abstract

This paper presents a novel method for estimating the spatial distribution in geographical space of the nontechnical losses over time. The method progresses in two stages: in the first stage, a generalized additive model is used to generate a map of current loss probabilities. The second stage employs the Markov chain to generate a map that indicates possible future changes in loss probabilities. The method yields an assessment of the location of the nontechnical losses now and in the future at the city subarea level, even indicating the variables that have greater statistical correlation with the nontechnical losses. We apply the method to a city with approximately 81 000 consumers, and the results are compared with those obtained through inspections carried out by a Brazilian power utility. The detection rate surpasses 78% in inspected subareas. The method we propose offers improved estimation of distribution of the nontechnical losses in urban regions. (AU)

FAPESP's process: 14/06629-0 - SPATIAL LOAD FORECASTING FOR DISTRIBUTION SUBSTATION USING A HYBRID METHOD
Grantee:Joel David Melo Trujillo
Support Opportunities: Scholarships in Brazil - Post-Doctoral