Aplicação de Advanced Analytics na gestão da perda não técnica de energia em sistema elétrico de distribuição.

Abstract

The objective of this work is to analyze the fraud or theft of electricity by the consumer related to urban violence. To this end, Advanced Analytics techniques will be addressed; creation, transformation and application of information in data clusters and then apply in a linear regression model. The data are made available by the energy distributor responsible for the concession of the state of Pará and by the Integrated Operations Center (CIOP) of Belém - PA, bases are indicators of inspection measurements in the identification of fraud or theft of energy and of police occurrences following the nature of pre-defined crimes. In order to understand this theme, a macro view approach is developed on non-technical loss in the country and then a micro analysis on the distribution of electric energy in the state of Pará, but specifically in Belém.