{"id":2139,"date":"2022-07-01T09:47:13","date_gmt":"2022-07-01T08:47:13","guid":{"rendered":"https:\/\/www.sage.com\/fr-ma\/blog\/?p=2139"},"modified":"2022-09-06T10:53:15","modified_gmt":"2022-09-06T09:53:15","slug":"maintenance-predictive-industrie","status":"publish","type":"post","link":"https:\/\/www.sage.com\/fr-ma\/blog\/maintenance-predictive-industrie\/","title":{"rendered":"Industrie : ma\u00eetrisez vos co\u00fbts et vos process gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive"},"content":{"rendered":"<header class=\"entry-header has-dark-background-color entry-header--has-illustration entry-header--has-illustration--generic\">\n\t<div class=\"container\">\n\t\t<div class=\"entry-header__row row align-center\">\n\t\t\t<div class=\"col col-lg-7 col-xlg-6 entry-header__content\">\n\t\t\t\t\t\t\t<div class=\"component component-single-header\">\n\t\t\t\t\t\t\t\t\t\t<div class=\"entry-header__misc text--subtitle text--uppercase text--small\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-ma\/blog\/category\/digitalisation-tendances\/\" class=\"entry-header__link\">Digitalisation &amp; Tendances<\/a>\t\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t<div class=\"entry-title-wrapper\">\n\t\t\t\t\t<h1 class=\"entry-title\">\n\t\t\t\t\t\tIndustrie : ma\u00eetrisez vos co\u00fbts et vos process gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive\t\t\t\t\t<\/h1>\n\t\t\t\t<\/div>\n\n\t\t\t\t\t\t\t\t\t<p class=\"entry-header__description\">\n\t\t\t\t\t\t\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\n\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n\t\t<div class=\"single-post-details container\">\n\t\t<div class=\"col\">\n\t\t\t<span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2022-07-01T09:47:13+01:00\">juillet 1, 2022<\/time><\/span><span class=\"reading-time\"> min de lecture<\/span>\n\t\t<button\n\t\t\ttype=\"button\"\n\t\t\tclass=\"social-share-button button button--icon button--secondary js-social-share-button\"\n\t\t\tdata-share-title=\"Industrie : ma\u00eetrisez vos co\u00fbts et vos process gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive\"\n\t\t\tdata-share-url=\"https:\/\/www.sage.com\/fr-ma\/blog\/maintenance-predictive-industrie\/\"\n\t\t\tdata-share-text=\"Veuillez lire cet article int\u00e9ressant\"\n\t\t>\n\t\t\t<span class=\"social-share-button__share-label\">Partager<\/span>\n\t\t\t<span class=\"social-share-button__copy-label\" hidden>Copier le lien<\/span>\n\t\t\t<span class=\"social-share-button__copy-tooltip\" aria-hidden=\"true\" hidden>Copi\u00e9<\/span>\n\t\t<\/button>\n\n\t\t\t\t<\/div>\n\t<\/div>\n\t<\/header>\n\n\n<div class=\"wp-block-post-author has-dark-background-color alignfull\">\n\t<div class=\"container\">\n\t\t<div class=\"col\">\n\t\t\t\t\t\t\t<div class=\"co-authors\">\n\t\t\t\t\t\n\t\t<div class=\"entry-author-wrapper\">\n\t\t\t<a class=\"entry-author\" href=\"https:\/\/www.sage.com\/fr-ma\/blog\/author\/christopheadam\/\">\n\t\t\t\t<img decoding=\"async\" alt=\"\" src=\"https:\/\/www.sage.com\/fr-fr\/blog\/wp-content\/uploads\/sites\/4\/2019\/05\/Christophe-Adam.jpg\" class=\"entry-author__image\" height=\"40\" width=\"40\" fetchpriority=\"high\" \/>\t\t\t\t<span class=\"entry-author__name\">Christophe Adam<\/span>\n\t\t\t<\/a>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/div>\n\n\n\n<p class=\"\">Capter les signaux faibles d\u2019usure ou de dysfonctionnement des \u00e9quipements pour pouvoir lancer des r\u00e9parations au bon moment et ainsi \u00e9viter des pannes, voici la promesse de la maintenance pr\u00e9dictive. Et \u00e7a marche ! On estime que la maintenance pr\u00e9dictive \u2013 qui combine des capteurs connect\u00e9s, des algorithmes d\u2019IA, du big data et un syst\u00e8me de gestion de maintenance automatis\u00e9e par ordinateur \u2013 permettrait de r\u00e9duire de moiti\u00e9 les arr\u00eats de production et d\u2019abaisser les co\u00fbts de maintenance de 10 \u00e0 40 %.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Les diff\u00e9rentes strat\u00e9gies de maintenance<\/h2>\n\n\n\n<p class=\"\">En mati\u00e8re de maintenance, il est possible d\u2019adopter trois grandes strat\u00e9gies. La premi\u00e8re, c\u2019est d\u2019<strong>attendre qu\u2019un \u00e9quipement tombe en panne pour le r\u00e9parer ou le remplacer<\/strong> : c\u2019est ce que l\u2019on appelle la <strong>maintenance corrective<\/strong>. Son grand \u00e9cueil ? Il est impossible de savoir o\u00f9 et quand le probl\u00e8me va survenir, ni de stocker des pi\u00e8ces de rechange pour toutes les machines. On court donc le risque, lorsque le probl\u00e8me survient, de paralyser l\u2019ensemble de la ligne de production, ce qui peut co\u00fbter tr\u00e8s cher.<\/p>\n\n\n\n<p class=\"\">La seconde strat\u00e9gie, c\u2019est de <strong>planifier des contr\u00f4les et des op\u00e9rations de maintenance<\/strong> \u00e0 intervalles pr\u00e9cis sur des \u00e9quipements cibl\u00e9s, pour pr\u00e9venir autant que possible les pannes. Ce type de maintenance, dite <strong>pr\u00e9ventive<\/strong>, intervient en amont et vise \u00e0 \u00e9viter les dysfonctionnements. Mais les pi\u00e8ces ou \u00e9quipements remplac\u00e9s de mani\u00e8re pr\u00e9ventive auraient peut-\u00eatre pu \u00eatre utilis\u00e9s encore longtemps sans probl\u00e8me ! Ne pourrait-on pas optimiser les choses, ne remplacer que le strict n\u00e9cessaire et juste au bon moment ?<\/p>\n\n\n\n<p class=\"\">C\u2019est tout l\u2019objet de la troisi\u00e8me strat\u00e9gie, la plus performante de toutes : <strong>la maintenance pr\u00e9dictive<\/strong>. Des <strong>capteurs connect\u00e9s<\/strong> (infrarouges, acoustiques ou de vibrations) sont install\u00e9s et calibr\u00e9s sur tous les \u00e9quipements cl\u00e9s. Ils permettent de <strong>suivre en temps r\u00e9el, sur un logiciel d\u00e9di\u00e9<\/strong>, l\u2019\u00e9tat des machines pour \u00e9viter les pannes et d\u00e9terminer le moment o\u00f9 la maintenance sera n\u00e9cessaire. D\u00e8s que les param\u00e8tres relev\u00e9s par ces capteurs s\u2019\u00e9cartent de la norme, une alerte appara\u00eet sur le logiciel de gestion de maintenance automatis\u00e9e par ordinateur (GMAO), qui dans l\u2019id\u00e9al est partag\u00e9 et distant. Les collaborateurs concern\u00e9s peuvent alors d\u00e9cider de lancer, ou non, une op\u00e9ration de maintenance.<\/p>\n\n\n\n<p class=\"\">Il est possible d\u2019aller encore plus loin dans la maintenance pr\u00e9dictive en utilisant des <strong>algorithmes de machine learning<\/strong>. Dans la masse de donn\u00e9es recueillie par les capteurs, ces algorithmes sont capables de d\u00e9tecter des signaux faibles indicatifs d\u2019un probl\u00e8me \u00e0 venir, que m\u00eame un expert ne saurait voir. L\u2019<strong>intelligence artificielle<\/strong> permet d\u2019atteindre un degr\u00e9 sup\u00e9rieur de fiabilit\u00e9 de vos \u00e9quipements.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">Les nombreux b\u00e9n\u00e9fices de la maintenance pr\u00e9dictive<\/h2>\n\n\n\n<p class=\"\">M\u00eame si la mise en place initiale d\u2019un syst\u00e8me de maintenance pr\u00e9dictive peut s\u2019av\u00e9rer co\u00fbteuse (installation de capteurs, d\u00e9ploiement d\u2019IA\u2026), le retour sur investissement est grand.<\/p>\n\n\n\n<p class=\"\">La maintenance pr\u00e9dictive permet en effet de r\u00e9aliser d\u2019<strong>importantes \u00e9conomies<\/strong>, notamment parce que :<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>les cha\u00eenes de production paralys\u00e9es par une panne impr\u00e9vue, c\u2019est fini (ou presque) ;<\/li><li>le nombre de pannes est fortement r\u00e9duit ;<\/li><li>les interventions de maintenance sont \u00e0 la fois plus pertinentes et plus rares (ce qui permet, par ailleurs, de r\u00e9duire le risque d\u2019accident pour les op\u00e9rateurs et techniciens) ;<\/li><li>la dur\u00e9e de vie des \u00e9quipements est rallong\u00e9e ;<\/li><li>il n\u2019est plus n\u00e9cessaire de garder en stock des pi\u00e8ces d\u00e9tach\u00e9es en quantit\u00e9 pour palier \u00e0 toute \u00e9ventualit\u00e9.<\/li><\/ul>\n\n\n\n<p class=\"\">Notez que pour tirer le meilleur parti de votre syst\u00e8me de maintenance pr\u00e9dictive, il est essentiel que la communication entre les diff\u00e9rents acteurs de la cha\u00eene de maintenance soit fluide et facilit\u00e9e.<\/p>\n\n\n\n<p class=\"\">Sources :<br><em>The Internet of Things: mapping the value beyond the hype, MCKinsey Global Institute<\/em><\/p>\n\n\n<div class=\"single-cta\">\n\t<div class=\"single-cta__positioner\">\n\t\t<div class=\"single-cta__wrapper has-dark-background-color\">\n\t\t\t<div class=\"single-cta__content\">\n\t\t\t\t\t\t\t\t<h2 class=\"single-cta__title h3\">Abonnez-vous \u00e0 la newsletter Sage Advice et recevez, directement dans votre bo\u00eete email, nos tous derniers conseils.<\/h2>\n\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<a\n\t\t\t\t\t\thref=\"#gate-d40c4109-9f94-4698-b25d-78127a854343\"\n\t\t\t\t\t\tclass=\"single-cta__button button button--primary\"\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t>S&#039;abonner<\/a>\n\t\t\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<\/div>\n\n\t\t\t\t\t<img decoding=\"async\" width=\"1064\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2019\/05\/GettyImages-683807936_super-1064x810.jpg\" class=\"single-cta__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2019\/05\/GettyImages-683807936_super-1064x810.jpg 1064w\" sizes=\"auto, (min-width: 48em) 33vw, 100vw\" \/>\t\t\t<\/div>\n<\/div>\n\n<section class=\"more-topics alignfull has-grey-light-background-color wp-block-sage-post-topics\">\n\t<div class=\"container\">\n\t\t<div class=\"row\">\n\t\t\t<div class=\"col col-12 col-lg-4\">\n\t\t\t\t<h3 class=\"more-topics__title h2\">Parcourir plus de sujets depuis cet article<\/h3>\n\t\t\t<\/div>\n\t\t\t<div class=\"col col-12 col-lg-8\">\n\t\t\t\t<ul class=\"post-tags__list\">\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-ma\/blog\/tag\/dematerialisation\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\td\u00e9mat\u00e9rialisation\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-ma\/blog\/tag\/gpec\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tGPEC\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t\t\t<li class=\"post-tags__item\">\n\t\t\t\t\t\t\t<a href=\"https:\/\/www.sage.com\/fr-ma\/blog\/tag\/intelligence-artificielle\/\" class=\"post-tags__link button button--secondary\">\n\t\t\t\t\t\t\t\tIntelligence Artificielle\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/li>\n\t\t\t\t\t\t\t\t\t<\/ul>\n\t\t\t<\/div>\n\t\t<\/div>\n\t<\/div>\n<\/section>\n\n<div class=\"alignfull wp-block-sage-related-posts\">\n\t<section class=\"related-posts card-grid has-dark-background-color\">\n\t<div class=\"container\">\n\t\t\t\t\t<div class=\"row\">\n\t\t\t\t<div class=\"col\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--featured h1\">Explorez plus d&#039;articles<\/h2>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\n\t\t\t<div class=\"row related-posts__featured\">\n\t\t\t\t<div class=\"col card-grid__item\">\n\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-0 post-2901 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-tendances category-digitalisation-ou-transformation-digitale category-legal-reglementation tag-daf tag-delais-de-paiement tag-dematerialisation tag-digitalisation tag-digitalisation-ou-transformation-digitale business_type-artisan-et-petite-entreprise business_type-petite-et-moyenne-entreprise business_type-expertise-comptable card-post--is-clickable\"\n>\n\t<div class=\"card-post__media-wrapper\">\n\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1440\" height=\"810\" src=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2023\/10\/GettyImages-1481370237.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2023\/10\/GettyImages-1481370237-684x384.jpg 684w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2023\/10\/GettyImages-1481370237-768x432.jpg 768w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2023\/10\/GettyImages-1481370237.jpg 1440w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\t<\/div>\n\n\t<div class=\"card-post__content\">\n\t\t\t\t\t<div class=\"card-post__label\">Recommand\u00e9<\/div>\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2024-02-22T11:00:03+01:00\">f\u00e9vrier 22, 2024<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">5 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h3\">\n\t\t\t\t\t\t\t<a\n\t\t\t\t\tclass=\"card-post__title-link\"\n\t\t\t\t\thref=\"https:\/\/www.sage.com\/fr-ma\/blog\/tout-savoir-sur-le-fichier-des-ecritures-comptables-fec\/\"\n\t\t\t\t>\n\t\t\t\n\t\t\tTout savoir sur le Fichier des \u00c9critures Comptables (FEC)\n\t\t\t\t\t\t\t<\/a>\n\t\t\t\t\t<\/p>\n\n\t\t\n\t\t\t\t\t<p class=\"card-post__description\">\n\t\t\t\tEn vertu de l\u2019avis \u00e9mis en juillet 2023 par le Conseil National de la Comptabilit\u00e9 (CNC), les entreprises marocaines sont tenues, sous peine de sanctions, de produire un \u00ab\u00a0Fichier des \u00c9critures Comptables\u00a0\u00bb (FEC) en cas de contr\u00f4le fiscal. Qu\u2019est-ce que le FEC\u00a0? Que contient-il\u00a0? \t\t\t<\/p>\n\t\t\n\t\t\t<\/div>\n\n\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t<\/div>\n\t\t\n\t\t\t\t\t<div class=\"row related-posts__non-featured\">\n\t\t\t\t<div class=\"col col-12\">\n\t\t\t\t\t<h2 class=\"related-posts__heading related-posts__heading--more h4\">En savoir plus sur ce sujet<\/h2>\n\t\t\t\t<\/div>\n\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-1 post-2465 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-tendances category-gestion-financiere tag-comptabilite tag-dematerialisation tag-tresorerie business_type-petite-et-moyenne-entreprise\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-ma\/blog\/eti-accelerer-la-rotation-du-cash\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2021\/06\/sage-pic-1-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2021\/06\/sage-pic-1-684x384.jpg 684w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2021\/06\/sage-pic-1-768x256.jpg 768w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2021\/06\/sage-pic-1-1440x480.jpg 1440w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2023-06-27T13:54:31+01:00\">juin 27, 2023<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">2 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tETI, et si on acc\u00e9l\u00e9rait la rotation du cash\u2026\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-2 post-2466 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-tendances category-guides-et-modeles-gratuits tag-dematerialisation tag-erp tag-rse tag-travail-collaboratif business_type-petite-et-moyenne-entreprise business_type-expertise-comptable\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-ma\/blog\/economie-circulaire-et-si-on-arretait-de-tourner-en-rond\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/10\/isae-3402-article-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/10\/isae-3402-article-684x384.jpg 684w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/10\/isae-3402-article-768x585.jpg 768w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/10\/isae-3402-article-1064x810.jpg 1064w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2023-06-27T13:47:44+01:00\">juin 27, 2023<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">2 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\t\u00c9conomie circulaire, et si on arr\u00eatait de tourner en rond ?\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-3 post-2440 post type-post status-publish format-standard has-post-thumbnail hentry category-gestion-financiere tag-daf tag-dematerialisation tag-tresorerie business_type-petite-et-moyenne-entreprise\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-ma\/blog\/risques-financiers-et-si-on-essayait-de-les-maitriser-vraiment\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1288428995-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1288428995-684x384.jpg 684w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1288428995-768x432.jpg 768w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1288428995-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2023-05-31T09:43:33+01:00\">mai 31, 2023<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">3 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tRisques financiers\u00a0: et si on essayait de les ma\u00eetriser vraiment\u00a0?\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t<div class=\"col col-6 col-lg-3 card-grid__item\">\n\t\t\t\t\t\t<article\n\t\tclass=\"card-post related-post related-post-4 post-2441 post type-post status-publish format-standard has-post-thumbnail hentry category-digitalisation-tendances tag-cybersecurite-ou-securite-informatique tag-dematerialisation tag-fraude business_type-artisan-et-petite-entreprise business_type-petite-et-moyenne-entreprise business_type-expertise-comptable\"\n>\n\t\t\t<a\n\t\t\tclass=\"card-post__link\"\n\t\t\thref=\"https:\/\/www.sage.com\/fr-ma\/blog\/cyber-securite-reponse-au-niveau\/\"\n\t\t\t\t\t>\n\t\t\t<figure class=\"card-post__media\">\n\t\t\t\t\t\t\t<img decoding=\"async\" width=\"684\" height=\"384\" src=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1318358062-684x384.jpg\" class=\"card-post__image\" alt=\"\" loading=\"lazy\" srcset=\"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1318358062-684x384.jpg 684w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1318358062-768x432.jpg 768w, https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/04\/GettyImages-1318358062-1440x810.jpg 1440w\" sizes=\"auto, (min-width: 48em) 250px, (min-width: 30em) 100vw, 100vw\" \/>\t\t\t\n\t\t\t\n\t\t\t\t\t<\/figure>\n\n\t\t\n\t\t\t\t\t<div class=\"card-post__meta\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"posted-on \"><time class=\"entry-date published\" datetime=\"2023-05-31T09:29:44+01:00\">mai 31, 2023<\/time><\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"card-post__meta-text\"><span class=\"reading-time\">2 min de lecture<\/span><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\n\t\t<p class=\"card-post__title h5\">\n\t\t\tCyber-s\u00e9curit\u00e9 : quand la menace se sophistique, la r\u00e9ponse doit se mettre \u00e0 niveau [guide]\t\t<\/p>\n\n\t\t\t<\/a>\n\t\n\t\n\t\t\n\t\n\t<\/article>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<\/div>\n\t\t\t<\/div>\n<\/section>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Capter les signaux faibles d\u2019usure ou de dysfonctionnement des \u00e9quipements pour pouvoir lancer des r\u00e9parations au bon moment et ainsi \u00e9viter des pannes, voici la promesse de la maintenance pr\u00e9dictive. Et \u00e7a marche ! On estime que la maintenance pr\u00e9dictive \u2013 qui combine des capteurs connect\u00e9s, des algorithmes d\u2019IA, du big data et un syst\u00e8me [&hellip;]<\/p>\n","protected":false},"author":710,"featured_media":2143,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_sage_video":false,"post_featured_image_hide":false,"sage_hide_published_date":false,"sage_hide_read_time":false,"sage_hide_share_buttons":false,"footnotes":""},"categories":[158],"tags":[115,251,128],"business_type":[14],"context":[],"industry":[],"persona":[],"imagine_tag":[],"coauthors":[329],"class_list":["post-2139","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-digitalisation-tendances","tag-dematerialisation","tag-gpec","tag-intelligence-artificielle","business_type-petite-et-moyenne-entreprise"],"sage_meta":{"region":"fr-ma","author_name":"Christophe Adam","featured_image":"https:\/\/www.sage.com\/fr-ma\/blog\/wp-content\/uploads\/sites\/23\/2022\/07\/industrie-maitrisez-vos-couts-et-vos-process-grace-a-la-maintenance-predictive-1414x1250-1.jpg","imagine_tags":[]},"distributor_meta":false,"distributor_terms":false,"distributor_media":false,"distributor_original_site_name":"Sage Advice Maroc","distributor_original_site_url":"https:\/\/www.sage.com\/fr-ma\/blog","push-errors":false,"_links":{"self":[{"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/posts\/2139","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/users\/710"}],"replies":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/comments?post=2139"}],"version-history":[{"count":0,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/posts\/2139\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/media\/2143"}],"wp:attachment":[{"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/media?parent=2139"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/categories?post=2139"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/tags?post=2139"},{"taxonomy":"business_type","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/business_type?post=2139"},{"taxonomy":"context","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/context?post=2139"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/industry?post=2139"},{"taxonomy":"persona","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/persona?post=2139"},{"taxonomy":"imagine_tag","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/imagine_tag?post=2139"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.sage.com\/fr-ma\/blog\/api\/wp\/v2\/coauthors?post=2139"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}