{"id":13978,"date":"2023-08-29T14:05:55","date_gmt":"2023-08-29T12:05:55","guid":{"rendered":"https:\/\/www.onyx-one.com\/exploiter-la-puissance-de-lanalyse-des-donnees-dans-les-rapports-dincidents-industriels\/"},"modified":"2025-01-24T11:14:10","modified_gmt":"2025-01-24T10:14:10","slug":"exploiter-la-puissance-de-lanalyse-des-donnees-dans-les-rapports-dincidents-industriels","status":"publish","type":"post","link":"https:\/\/www.onyx-one.com\/fr\/exploiter-la-puissance-de-lanalyse-des-donnees-dans-les-rapports-dincidents-industriels\/","title":{"rendered":"Exploiter la puissance de l&rsquo;analyse des donn\u00e9es dans les rapports d&rsquo;incidents industriels"},"content":{"rendered":"\n<figure class=\"wp-block-image aligncenter size-full is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/10\/Safetybarometer_logo_transparant-.png\" alt=\"\" class=\"wp-image-11169\" style=\"width:318px;height:106px\" width=\"318\" height=\"106\" srcset=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/10\/Safetybarometer_logo_transparant-.png 600w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/10\/Safetybarometer_logo_transparant--300x100.png 300w\" sizes=\"auto, (max-width: 318px) 100vw, 318px\" \/><\/figure>\n\n<h2 class=\"wp-block-heading\" id=\"h-unlocking-the-power-of-data-analytics-in-industrial-incident-reporting\">Exploiter la puissance de l&rsquo;analyse des donn\u00e9es dans les rapports d&rsquo;incidents industriels<\/h2>\n\n<p>Aujourd&rsquo;hui, dans Safetybarometer, nous explorons comment l&rsquo;utilisation de l&rsquo;analyse des donn\u00e9es peut am\u00e9liorer le signalement des incidents dans le secteur manufacturier. Quels outils permettent d&rsquo;am\u00e9liorer non seulement la pr\u00e9cision, mais aussi les capacit\u00e9s pr\u00e9dictives des protocoles de s\u00e9curit\u00e9 ? Et comment la rationalisation des processus de signalement peut-elle conduire \u00e0 un environnement de fabrication plus s\u00fbr et plus r\u00e9actif ?<\/p>\n\n<p><\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-do-you-know-herbert-william-heinrich\">Connaissez-vous Herbert William Heinrich ?<\/h3>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Ce visionnaire des ann\u00e9es 1930 a \u00e9t\u00e9 un pionnier dans le monde de l&rsquo;analyse des incidents. Avec sa \u00ab th\u00e9orie des domaines \u00bb, il a introduit l&rsquo;id\u00e9e que l&rsquo;erreur humaine est souvent \u00e0 l&rsquo;origine des accidents du travail. Ces id\u00e9es de Heinrich ont constitu\u00e9 la base des pratiques modernes en mati\u00e8re de s\u00e9curit\u00e9. Imaginez comment il r\u00e9agirait aux innovations d&rsquo;aujourd&rsquo;hui en mati\u00e8re de s\u00e9curit\u00e9 ! Ses th\u00e9ories fondamentales ont maintenant \u00e9volu\u00e9 \u00e0 une \u00e9poque o\u00f9 l&rsquo;analyse des donn\u00e9es avanc\u00e9es et l&rsquo;IA permettent des approches pr\u00e9dictives de la s\u00e9curit\u00e9 dans le secteur manufacturier. L&rsquo;h\u00e9ritage de Heinrich se perp\u00e9tue dans ces avanc\u00e9es technologiques qui nous aident non seulement \u00e0 analyser les incidents, mais aussi \u00e0 les pr\u00e9venir de mani\u00e8re proactive.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"606\" height=\"280\" src=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-10.19.39.png\" alt=\"\" class=\"wp-image-11866\" srcset=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-10.19.39.png 606w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-10.19.39-300x139.png 300w\" sizes=\"auto, (max-width: 606px) 100vw, 606px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"364\" height=\"564\" src=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-10.24.44.png\" alt=\"\" class=\"wp-image-11870\" srcset=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-10.24.44.png 364w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-10.24.44-194x300.png 194w\" sizes=\"auto, (max-width: 364px) 100vw, 364px\" \/><\/figure>\n<\/div>\n<\/div>\n\n<h3 class=\"wp-block-heading\" id=\"h-the-incident-room\">La salle des incidents<\/h3>\n\n<p>Avant le virage num\u00e9rique, le monde des rapports d&rsquo;incidents dans l&rsquo;industrie manufacturi\u00e8re \u00e9tait compl\u00e8tement diff\u00e9rent. Imaginez un responsable de la s\u00e9curit\u00e9, le gardien de la s\u00e9curit\u00e9, avec sa lampe de bureau comme fid\u00e8le compagnon dans une pi\u00e8ce remplie de classeurs appel\u00e9e \u00ab salle des incidents \u00bb. Sa journ\u00e9e commen\u00e7ait par l&rsquo;examen de rapports manuscrits, son r\u00f4le \u00e9tant d&rsquo;analyser chaque d\u00e9tail afin de d\u00e9couvrir des sch\u00e9mas. Les rapports \u00e9taient ax\u00e9s sur le contr\u00f4le imm\u00e9diat des dommages plut\u00f4t que sur la pr\u00e9vention. C&rsquo;\u00e9tait une \u00e9poque o\u00f9 l&rsquo;information circulait lentement et o\u00f9 les d\u00e9cisions \u00e9taient prises principalement sur la base de l&rsquo;exp\u00e9rience et de l&rsquo;instinct, plut\u00f4t que sur la base d&rsquo;une analyse approfondie des donn\u00e9es.<\/p>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading\" id=\"h-the-start-of-digital-incident-reporting\">Le d\u00e9but de la notification num\u00e9rique des incidents <\/h3>\n\n\n\n<p>Tout a commenc\u00e9 \u00e0 la fin du XXe si\u00e8cle, lorsque les ordinateurs ont fait leur apparition dans les halls d&rsquo;usine. Il est int\u00e9ressant de noter que la premi\u00e8re \u00e9tape a \u00e9t\u00e9 franchie avec des feuilles de calcul de base ; un changement simple mais r\u00e9volutionnaire.<\/p>\n\n\n\n<p>L&rsquo;un des premiers exemples de cette transition num\u00e9rique a \u00e9t\u00e9 l&rsquo;utilisation d&rsquo;un logiciel de base de donn\u00e9es, auparavant r\u00e9serv\u00e9 aux donn\u00e9es financi\u00e8res et aux donn\u00e9es des clients, pour la gestion de la s\u00e9curit\u00e9. Cette innovation a permis d&rsquo;enregistrer les incidents dans un syst\u00e8me instantan\u00e9ment accessible \u00e0 tous les membres de l&rsquo;entreprise. Plus de papiers qui tra\u00eenent, mais un enregistrement clair et instantan\u00e9ment mis \u00e0 jour de chaque \u00e9v\u00e9nement.<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"794\" height=\"744\" src=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-14.24.33.png\" alt=\"\" class=\"wp-image-11876\" srcset=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-14.24.33.png 794w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-14.24.33-300x281.png 300w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/Screenshot-2023-12-05-at-14.24.33-768x720.png 768w\" sizes=\"auto, (max-width: 794px) 100vw, 794px\" \/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>Fait amusant, ces premiers syst\u00e8mes \u00e9taient souvent personnalis\u00e9s et d\u00e9pendaient de la cr\u00e9ativit\u00e9 et des comp\u00e9tences techniques des \u00e9quipes informatiques internes. Chaque entreprise disposait d&rsquo;un syst\u00e8me unique, adapt\u00e9 \u00e0 ses besoins et processus sp\u00e9cifiques.<\/p>\n\n\n\n<p>Toutefois, c&rsquo;est l&rsquo;essor de l&rsquo;internet et des technologies \u00ab en nuage \u00bb qui a v\u00e9ritablement chang\u00e9 la donne. Cela a permis aux entreprises non seulement de stocker des donn\u00e9es localement, mais aussi de les partager et de les rendre accessibles \u00e0 de multiples sites dans le monde entier. Ce fut le d\u00e9but de l&rsquo;\u00e8re de la \u00ab s\u00e9curit\u00e9 connect\u00e9e \u00bb, o\u00f9 les incidents pouvaient \u00eatre signal\u00e9s et analys\u00e9s en temps r\u00e9el, ind\u00e9pendamment de la situation g\u00e9ographique.<\/p>\n\n\n\n<p>L&rsquo;introduction de l&rsquo;IA et de l&rsquo;apprentissage automatique a constitu\u00e9 la prochaine grande \u00e9tape. Ces technologies ont permis aux entreprises d&rsquo;aller au-del\u00e0 du simple enregistrement des incidents. Elles pouvaient d\u00e9sormais identifier des mod\u00e8les et des tendances, ce qui leur permettait de pr\u00e9dire les risques potentiels et de prendre des mesures proactives. En fait, le r\u00f4le des responsables de la s\u00e9curit\u00e9 a \u00e9volu\u00e9, passant d&rsquo;un r\u00f4le r\u00e9actif \u00e0 un r\u00f4le strat\u00e9gique, utilisant des connaissances fond\u00e9es sur les donn\u00e9es pour transformer la culture de la s\u00e9curit\u00e9 au sein de leur organisation.<\/p>\n<\/div>\n<\/div>\n\n<p>Examinons les outils et les techniques utilis\u00e9s dans la pratique et la mani\u00e8re dont ils transforment le secteur et r\u00e9duisent par cons\u00e9quent les incidents.<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-modern-analytical-tools-and-applications\">Outils analytiques modernes et applications<\/h3>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p><strong>Capteurs IoT et collecte de donn\u00e9es<\/strong>&#13;\nL&rsquo;utilisation de capteurs de l&rsquo;internet des objets (IoT) est un aspect essentiel de l&rsquo;analyse moderne des donn\u00e9es. Ces capteurs collectent des donn\u00e9es en temps r\u00e9el sur tout, des performances des machines aux conditions environnementales. Ces donn\u00e9es constituent la base d&rsquo;une analyse plus pouss\u00e9e.<\/p>\n\n\n\n<p><strong>Logiciel d&rsquo;analyse pr\u00e9dictive<\/strong>&#13;\nCe logiciel utilise les donn\u00e9es historiques pour pr\u00e9dire les incidents futurs. Il aide \u00e0 identifier les risques potentiels avant qu&rsquo;ils ne se produisent, ce qui permet de prendre des mesures proactives.<\/p>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/iot-1024x1024.png\" alt=\"\" class=\"wp-image-11880\" style=\"width:357px;height:357px\" width=\"357\" height=\"357\" srcset=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/iot-1024x1024.png 1024w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/iot-300x300.png 300w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/iot-150x150.png 150w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/iot-768x768.png 768w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2023\/12\/iot.png 1080w\" sizes=\"auto, (max-width: 357px) 100vw, 357px\" \/><\/figure>\n<\/div>\n<\/div>\n\n<p><strong>Algorithmes d&rsquo;apprentissage automatique<\/strong>&#13;\nCes algorithmes peuvent reconna\u00eetre des mod\u00e8les dans de grands ensembles de donn\u00e9es qui sont difficiles \u00e0 d\u00e9tecter par l&rsquo;homme. Ils sont utilis\u00e9s pour identifier les facteurs de risque cach\u00e9s et optimiser les protocoles de s\u00e9curit\u00e9.<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-practical-examples\">Exemples pratiques<\/h3>\n\n<p>Le tableau ci-dessous donne un aper\u00e7u de la mani\u00e8re dont les diff\u00e9rents secteurs industriels d\u00e9ploient des technologies sp\u00e9cifiques pour la s\u00e9curit\u00e9. Ces outils vont des capteurs et des logiciels d&rsquo;analyse dans l&rsquo;industrie chimique aux algorithmes d&rsquo;IA dans l&rsquo;industrie de la construction, chacun visant \u00e0 am\u00e9liorer la s\u00e9curit\u00e9 en d\u00e9tectant, analysant et pr\u00e9venant les incidents.<\/p>\n\n<figure class=\"wp-block-table\"><table><thead><tr><th>Secteur<\/th><th>Application<\/th><th>Explication de l&rsquo;outil<\/th><th>Utilisation de la technologie<\/th><\/tr><\/thead><tbody><tr><td>Industrie chimique<\/td><td>D\u00e9tection et analyse des incidents<\/td><td>Des capteurs et un logiciel d&rsquo;analyse suivent les r\u00e9actions chimiques et alertent en cas d&rsquo;anomalie.<\/td><td>Surveillance en temps r\u00e9el pour d\u00e9tecter et analyser les incidents de s\u00e9curit\u00e9.<\/td><\/tr><tr><td>Industrie mini\u00e8re<\/td><td>Pr\u00e9vision des accidents<\/td><td>Un logiciel analyse les donn\u00e9es historiques des accidents pour pr\u00e9dire les risques futurs.<\/td><td>Pr\u00e9vision des accidents miniers afin d&rsquo;am\u00e9liorer de mani\u00e8re proactive les mesures de s\u00e9curit\u00e9.<\/td><\/tr><tr><td>Logistique et transport<\/td><td>Contr\u00f4le de la s\u00e9curit\u00e9 des transports<\/td><td>Les donn\u00e9es du GPS et des capteurs sont analys\u00e9es pour garantir la s\u00e9curit\u00e9 des op\u00e9rations de transport.<\/td><td>Renforcer la s\u00e9curit\u00e9 des transports gr\u00e2ce \u00e0 une surveillance continue et \u00e0 l&rsquo;analyse des donn\u00e9es.<\/td><\/tr><tr><td>Fabrication<\/td><td>Pr\u00e9vision des d\u00e9faillances des \u00e9quipements<\/td><td>L&rsquo;apprentissage automatique permet de pr\u00e9dire quand les machines sont susceptibles de tomber en panne, ce qui permet d&rsquo;\u00e9viter les accidents.<\/td><td>Pr\u00e9venir les accidents li\u00e9s aux \u00e9quipements gr\u00e2ce \u00e0 la maintenance pr\u00e9dictive.<\/td><\/tr><tr><td>Secteur de l&rsquo;\u00e9nergie<\/td><td>Analyse de la s\u00e9curit\u00e9 des syst\u00e8mes \u00e9nerg\u00e9tiques<\/td><td>Les donn\u00e9es des syst\u00e8mes de contr\u00f4le de l&rsquo;\u00e9nergie sont analys\u00e9es afin d&rsquo;identifier les probl\u00e8mes de s\u00e9curit\u00e9 potentiels.<\/td><td>Att\u00e9nuer les risques de s\u00e9curit\u00e9 en analysant les op\u00e9rations des syst\u00e8mes \u00e9nerg\u00e9tiques.<\/td><\/tr><tr><td>Construction<\/td><td>Analyse des risques sur les chantiers de construction<\/td><td>Les algorithmes d&rsquo;IA analysent les plans de construction et les op\u00e9rations en cours pour d\u00e9tecter les risques.<\/td><td>Pr\u00e9venir les incidents en identifiant les dangers sur les chantiers de construction.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n<h3 class=\"wp-block-heading\" id=\"h-predicting-the-future-with-ai-in-incident-reporting\">Pr\u00e9voir l&rsquo;avenir avec l&rsquo;IA dans les rapports d&rsquo;incidents<\/h3>\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-28f84493 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>La prochaine grande avanc\u00e9e dans le domaine des rapports d&rsquo;incidents est l&rsquo;utilisation de l&rsquo;IA pour l&rsquo;analyse pr\u00e9dictive. Les entreprises exp\u00e9rimentent des mod\u00e8les qui pr\u00e9disent les incidents avant qu&rsquo;ils ne se produisent, en se basant sur des sch\u00e9mas subtils dans les donn\u00e9es collect\u00e9es. Il est int\u00e9ressant de noter que certains de ces syst\u00e8mes sont d\u00e9j\u00e0 capables d&rsquo;identifier des incidents potentiels avec une pr\u00e9cision de plus de 80 %, ce qui repr\u00e9sente un grand pas en avant dans la gestion pr\u00e9ventive de la s\u00e9curit\u00e9.<\/p>\n<\/div>\n<\/div>\n\n<h3 class=\"wp-block-heading\" id=\"h-new-standards-in-reporting\">Nouvelles normes en mati\u00e8re de rapports<\/h3>\n\n<p>L&rsquo;impact d&rsquo;une nouvelle l\u00e9gislation telle que le GDPR a entra\u00een\u00e9 un changement dans la mani\u00e8re dont les entreprises signalent les incidents, en mettant davantage l&rsquo;accent sur la confidentialit\u00e9 et la s\u00e9curit\u00e9 des donn\u00e9es. Il est int\u00e9ressant de noter que cela a incit\u00e9 certaines entreprises \u00e0 passer \u00e0 des syst\u00e8mes qui offrent des analyses de donn\u00e9es anonymis\u00e9es, renfor\u00e7ant ainsi la s\u00e9curit\u00e9 sans sacrifier la confidentialit\u00e9.<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-striking-the-balance-cost-versus-security-gains\">Trouver l&rsquo;\u00e9quilibre : Co\u00fbts et gains de s\u00e9curit\u00e9<\/h3>\n\n<p>Une \u00e9tude r\u00e9cente a montr\u00e9 que l&rsquo;investissement dans des syst\u00e8mes avanc\u00e9s de signalement des incidents est rentabilis\u00e9 en deux ans par la r\u00e9duction des incidents et des co\u00fbts associ\u00e9s. Les entreprises qui investissent dans ces technologies constatent non seulement une am\u00e9lioration des performances en mati\u00e8re de s\u00e9curit\u00e9, mais aussi une diminution des co\u00fbts d&rsquo;assurance et d&rsquo;indemnisation.<\/p>\n\n<h3 class=\"wp-block-heading\" id=\"h-tackling-technological-challenges\">Relever les d\u00e9fis technologiques<\/h3>\n\n<p>L&rsquo;un des plus grands d\u00e9fis de la mise en \u0153uvre de syst\u00e8mes avanc\u00e9s de signalement des incidents est l&rsquo;int\u00e9gration avec l&rsquo;infrastructure existante. De nombreuses entreprises sont confront\u00e9es \u00e0 la mise \u00e0 jour ou au remplacement de syst\u00e8mes obsol\u00e8tes, ce qui peut repr\u00e9senter un d\u00e9fi \u00e0 la fois technique et financier. Il est int\u00e9ressant de noter que certaines entreprises optent pour des mises \u00e0 niveau modulaires, qui leur permettent d&rsquo;int\u00e9grer progressivement de nouvelles technologies sans perturber les op\u00e9rations en cours.<\/p>\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/uu83ne1iubs.typeform.com\/to\/AsbE13qd\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"455\" src=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2024\/01\/Incident_reporting-1-1024x455.png\" alt=\"\" class=\"wp-image-12004\" srcset=\"https:\/\/www.onyx-one.com\/wp-content\/uploads\/2024\/01\/Incident_reporting-1-1024x455.png 1024w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2024\/01\/Incident_reporting-1-300x133.png 300w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2024\/01\/Incident_reporting-1-768x341.png 768w, https:\/\/www.onyx-one.com\/wp-content\/uploads\/2024\/01\/Incident_reporting-1.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p> [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":11910,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"disabled","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[6],"tags":[],"class_list":["post-13978","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-non-classifiee"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.6 - 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