Identification and feature selection of non-technical losses for industrial consumers using the software WEKA

This work has as objectives the implementation of a intelligent computational tool to identify the non-technical losses and to select its most relevant features, considering information from the database with industrial consumers profiles of a power company. The solution to this problem is not trivial and not of regional character, the minimization of non-technical loss represents the guarantee of investments in product quality and maintenance of power systems, introduced by a competitive environment after the period of privatization in the national scene. This work presents using the WEKA software to the proposed objective, comparing various classification techniques and optimization through intelligent algorithms, this way, can be possible to automate applications on Smart Grids. © 2012 IEEE.

The Chicago massacre of 1812, with illustrations and historical documents,

Pages 219-224, publisher's advertisements.

A Journal of the Russian campaign of 1812;

Mode of access: Internet.

Private diary of travels, personal services, and public events, during mission and employment with the European armies in the campaigns of 1812, 1813, 1814. From the invasion of Russia to the capture of Paris.

Mode of access: Internet.

Human voices from the Russian campaign of 1812 /

Mode of access: Internet.

Laboratory study of wave energy losses by bottom friction and percolation.

Mode of access: Internet.

Yankee ships and Yankee sailors : tales of 1812 /

Mode of access: Internet.

A heroine of 1812 : a Maryland romance /

Mode of access: Internet.

A review of the use of chemical sealants for reduction of canal seepage losses, lower-cost canal lining program /

Mode of access: Internet.

The campaigns of 1812, 1813, and 1814 : also the causes and consequences of the French Revolution, to which is added the French confiscations, contributions, requisitions, &c., from 1793, til 1814 /

Reproduction of original in: National Library of Canada.

Medical sketches of the campaigns of 1812, 13, 14. To which are added, surgical cases; observations on military hospitals; and flying hospitals attached to a moving army. Also, an appendix, comprising a dissertation on dysentery ... and observations on the winter epidemic of 1815-16, denominated peripneumonia notha; as it appeared at Sharon and Rochester, state of Massachusetts.

Austin, R.B. Early Amer. medical imprints,

Bracton; a tale of 1812.

Mode of access: Internet.

The cruise of the Petrel : a story of 1812 /

Mode of access: Internet.

A veteran of 1812; the life of James Fitz Gibbon.

Mode of access: Internet.