{"id":144,"date":"2009-09-09T22:59:15","date_gmt":"2009-09-09T21:59:15","guid":{"rendered":"http:\/\/grupo.us.es\/ustic150\/?p=144"},"modified":"2011-02-02T08:23:20","modified_gmt":"2011-02-02T07:23:20","slug":"new-methods-to-detect-non-technical-losses-on-power-utilities","status":"publish","type":"post","link":"https:\/\/grupo.us.es\/newustic150\/new-methods-to-detect-non-technical-losses-on-power-utilities\/","title":{"rendered":"New methods to detect Non-Technical Losses on power utilities"},"content":{"rendered":"<p><strong>Abstract<\/strong>: A non-technical loss is defined as any consumed energy or service which is not billed because of measurement equipment failure or ill-intentioned and fraudulent manipulation of said equipment. This paper describes new approaches to the detection of these for electrical companies. Concretely two different methods are proposed: one based on the detection by means of a clustering process with decision trees and another one with a simple but effective algorithm that allows detecting the customers with drastic drops of consumption. The analysis and the obtained results correspond to real customers of Endesa Company (one of the most important electrical companies of Spain).<!--more--><\/p>\n<p><strong>Authors<\/strong>: I\u00f1igo Monedero, F\u00e9lix Biscarri, Carlos Le\u00f3n, Juan Ignacio Guerrero, Jes\u00fas Biscarri, Roc\u00edo Mill\u00e1n.<\/p>\n<p>Paper in Artificial Intelligence\u00a0and Soft Computing\u00a0(International) in\u00a0Palma de Mallorca, Spain\u00a0at September, 2009.<\/p>\n<p><strong>Publication<\/strong>: IASTED INTERNATIONAL CONFERENCE ARTIFICIAL INTELLIGENCE AND APPLICATIONS.<\/p>\n<p><strong>ISBN<\/strong>: 0-88986-452-7<img decoding=\"async\" title=\"More...\" src=\"http:\/\/grupo.us.es\/ustic150\/wp-includes\/js\/tinymce\/plugins\/wordpress\/img\/trans.gif\" alt=\"\" \/><\/p>\n<p>[gview file=&#8221;http:\/\/grupo.us.es\/ustic150\/wp-content\/uploads\/2011\/02\/683-045.pdf&#8221;]<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Abstract: A non-technical loss is defined as any consumed energy or service which is not billed because of measurement equipment failure or ill-intentioned and fraudulent manipulation of said equipment. This paper describes new approaches to the detection of these for electrical companies. Concretely two different methods are proposed: one based on the detection by means [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[16,10,71,45,29],"tags":[90,84,80,85],"class_list":["post-144","post","type-post","status-publish","format-standard","hentry","category-inigo-luis-monedero-goicoechea","category-carlos-leon-de-mora","category-conferences","category-data-mining","category-juan-ignacio-guerrero-alonso","tag-iasted","tag-international","tag-midas-project","tag-proceedings"],"_links":{"self":[{"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/posts\/144","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/comments?post=144"}],"version-history":[{"count":4,"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/posts\/144\/revisions"}],"predecessor-version":[{"id":160,"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/posts\/144\/revisions\/160"}],"wp:attachment":[{"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/media?parent=144"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/categories?post=144"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/grupo.us.es\/newustic150\/wp-json\/wp\/v2\/tags?post=144"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}