{"id":7710,"date":"2018-05-17T13:12:59","date_gmt":"2018-05-17T12:12:59","guid":{"rendered":"http:\/\/dpubma.univ-annaba.dz\/?p=7710"},"modified":"2018-05-20T11:14:20","modified_gmt":"2018-05-20T10:14:20","slug":"adaline-neural-network-and-real-imaginary-instantaneous-powers-method-for-harmonic-identification","status":"publish","type":"post","link":"https:\/\/synthese.univ-annaba.dz\/?p=7710","title":{"rendered":"Adaline Neural Network and Real-Imaginary Instantaneous Powers Method for Harmonic Identification"},"content":{"rendered":"<p style=\"text-align: justify;\" align=\"center\"><strong>Num\u00e9ro de la revue<\/strong>:\u00a036<br \/>\n<strong>Auteurs<\/strong>:\u00a0Larbi Hamiche<sup>1<\/sup>, Salah Saad<sup>1<\/sup>, Leila Merabet<sup>1 <\/sup>&amp; Fares Zaamouche<sup>2<\/sup><\/p>\n<div><span style=\"font-size: 10pt;\"><em><sup>\u00a01<\/sup><\/em><em>LSELM Badji-Mokhtar University, BP 12, Annaba 23000, Algeria,<\/em><\/span><\/div>\n<div><span style=\"font-size: 10pt;\"><em><sup>2<\/sup><\/em><em>Department of Mining Engineering, Faculty of science and technology, <\/em><\/span><\/div>\n<div><span style=\"font-size: 10pt;\"><em>Larbi Tebessi University, 12000, Tebessa, Algeria <\/em><\/span><\/div>\n<div><em>\u00a0<\/em><\/div>\n<p style=\"text-align: right;\"><a href=\"http:\/\/dpubma.univ-annaba.dz\/wp-content\/uploads\/2018\/05\/12-25.17.pdf\"><strong>T\u00e9l\u00e9charger l&rsquo;article<img loading=\"lazy\" decoding=\"async\" class=\" wp-image-709 alignright\" style=\"margin-top: -10px; margin-bottom: -10px;\" src=\"\/wp-content\/uploads\/2014\/04\/p2.jpg\" alt=\"p2\" width=\"37\" height=\"35\" srcset=\"https:\/\/synthese.univ-annaba.dz\/wp-content\/uploads\/2014\/04\/p2.jpg 113w, https:\/\/synthese.univ-annaba.dz\/wp-content\/uploads\/2014\/04\/p2-24x24.jpg 24w, https:\/\/synthese.univ-annaba.dz\/wp-content\/uploads\/2014\/04\/p2-48x46.jpg 48w\" sizes=\"auto, (max-width: 37px) 100vw, 37px\" \/><\/strong><\/a><\/p>\n<p style=\"text-align: justify;\"><strong>Abstract<\/strong><\/p>\n<p style=\"text-align: justify;\">In this paper, a shunt active power filter (SAPF) is used for reactive power compensation and harmonic current suppression. Algorithm based on (ADALINE) Neural Network and Real and Imaginary Instantaneous Powers (ANN-RIIP) is developed in order to estimate and identify the harmonic terms individually and online. This algorithm is simulated in MATLAB\/Simulink environment and implemented experimental in a dSPACE 1104 controller. The results obtained by simulation are in agreement with the experimental results confirming the effectiveness of the proposed ANN-RIIP algorithm. The results have also demonstrated that the speed and accuracy of ADALINE can improve the performances of active power filters.<\/p>\n<p style=\"text-align: justify;\"><strong>Keywords<em>:<\/em><\/strong> <em>Active Power Filter &#8211; Harmonics Currents -ADALINE Neural Network -\u201cpq\u201d theory &#8211; Fourier series.<\/em><\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Num\u00e9ro de la revue:\u00a036 Auteurs:\u00a0Larbi Hamiche1, Salah Saad1, Leila Merabet1 &amp; Fares Zaamouche2 \u00a01LSELM Badji-Mokhtar University, BP 12, Annaba 23000, Algeria, 2Department of Mining Engineering, Faculty of science and technology, Larbi Tebessi University, 12000, Tebessa, Algeria \u00a0 T\u00e9l\u00e9charger l&rsquo;article Abstract &hellip; <a href=\"https:\/\/synthese.univ-annaba.dz\/?p=7710\">Lire la suite <span class=\"meta-nav\">&raquo;<\/span><\/a><\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1248],"tags":[1266],"class_list":["post-7710","post","type-post","status-publish","format-standard","hentry","category-synthese-n-36","tag-active-power-filter-harmonics-currents-adaline-neural-network-pq-theory-fourier-series"],"_links":{"self":[{"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=\/wp\/v2\/posts\/7710","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7710"}],"version-history":[{"count":4,"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=\/wp\/v2\/posts\/7710\/revisions"}],"predecessor-version":[{"id":7766,"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=\/wp\/v2\/posts\/7710\/revisions\/7766"}],"wp:attachment":[{"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7710"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7710"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/synthese.univ-annaba.dz\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7710"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}