{"id":291433,"date":"2022-03-23T15:38:04","date_gmt":"2022-03-23T19:38:04","guid":{"rendered":"https:\/\/web.fpinnovations.ca\/?p=291433"},"modified":"2022-03-24T16:39:52","modified_gmt":"2022-03-24T20:39:52","slug":"la-maintenance-previsionnelle-une-approche-qui-peut-saverer-fructueuse","status":"publish","type":"post","link":"https:\/\/web.fpinnovations.ca\/fr\/la-maintenance-previsionnelle-une-approche-qui-peut-saverer-fructueuse\/","title":{"rendered":"La maintenance pr\u00e9visionnelle\u202f: une approche qui peut s\u2019av\u00e9rer fructueuse"},"content":{"rendered":"<p><span data-contrast=\"auto\"><img class=\"size-medium wp-image-291427 alignleft\" src=\"https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/\/GettyImages-1264359119_Proactive-maintenance-300x200.jpg\" alt=\"\" width=\"300\" height=\"200\" srcset=\"https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/GettyImages-1264359119_Proactive-maintenance-300x200.jpg 300w, https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/GettyImages-1264359119_Proactive-maintenance-1024x683.jpg 1024w, https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/GettyImages-1264359119_Proactive-maintenance-768x512.jpg 768w, https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/GettyImages-1264359119_Proactive-maintenance-1536x1024.jpg 1536w, https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/GettyImages-1264359119_Proactive-maintenance-2048x1365.jpg 2048w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/>Au Canada, l\u2019industrie du sciage repr\u00e9sente un secteur manufacturier cl\u00e9 dans la production du bois d\u2019\u0153uvre destin\u00e9 \u00e0 l\u2019usage canadien et \u00e0 l\u2019exportation. Elle doit sans cesse am\u00e9liorer sa comp\u00e9titivit\u00e9 par la ma\u00eetrise op\u00e9rationnelle de ses activit\u00e9s, notamment par le maintien d\u2019une disponibilit\u00e9 accrue des \u00e9quipements de sciage et par la r\u00e9duction des co\u00fbts. La maintenance \u00e9tablie selon des mod\u00e8les pr\u00e9visionnels est devenue un outil de premier plan pour am\u00e9liorer et maintenir le rendement des \u00e9quipements, permettant ainsi une am\u00e9lioration de la productivit\u00e9 des entreprises.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><!--more--><\/p>\n<p><span data-contrast=\"auto\">La maintenance ax\u00e9e sur une approche pr\u00e9visionnelle repose sur deux volets. D\u2019abord, on proc\u00e8de \u00e0 la surveillance de l\u2019\u00e9tat des \u00e9quipements, une \u00e9tape qui se fait gr\u00e2ce \u00e0 un r\u00e9seau de capteurs install\u00e9s sur les composants critiques tels que les capteurs de vibration, la thermographie, la qualit\u00e9 de coupe, etc. Ensuite, on proc\u00e8de au d\u00e9veloppement d\u2019algorithmes de pr\u00e9vision de la d\u00e9faillance \u00e0 partir des donn\u00e9es collect\u00e9es. Gr\u00e2ce \u00e0 son approche proactive, la maintenance pr\u00e9visionnelle permet d\u2019\u00e9viter les surco\u00fbts, les bris et les arr\u00eats chroniques inutiles et de subir les cons\u00e9quences \u00e9ventuellement non d\u00e9sirables de la maintenance corrective et r\u00e9active.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Une m\u00e9thodologie efficace<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Lors d\u2019une intervention r\u00e9cente chez une entreprise membre, FPInnovations a \u00e9t\u00e9 appel\u00e9e \u00e0 appliquer la m\u00e9thodologie de maintenance pr\u00e9visionnelle (ou pronostique) afin de pr\u00e9dire des irr\u00e9gularit\u00e9s sur une ligne de sciage. L\u2019objectif visait \u00e0 mesurer la d\u00e9gradation des composants des \u00e9quipements critiques.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Pour atteindre les objectifs de performance op\u00e9rationnelle, la m\u00e9thode vis\u00e9e couvre des principes bien structur\u00e9s et ordonn\u00e9s dans le temps, soit\u202f:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">La surveillance du processus de sciage, afin de monitorer et d\u2019am\u00e9liorer les performances de la ligne de production correspondante;<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">L\u2019indication du niveau de performance atteint pour chaque activit\u00e9 du processus de sciage et pour l\u2019ensemble de la ligne;<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Le d\u00e9veloppement de mod\u00e8les de diagnostic et de pronostic de d\u00e9faillance pour chaque \u00e9quipement critique; et\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"4\" data-aria-level=\"1\"><span data-contrast=\"auto\">L\u2019\u00e9laboration de plan de la maintenance appropri\u00e9 afin de maintenir la performance attendue de la ligne de production durant sa dur\u00e9e de vie esp\u00e9r\u00e9e.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><span data-contrast=\"auto\">Ainsi, certaines strat\u00e9gies \u00e9taient d\u00e9finies pour accomplir les d\u00e9finitions et atteindre l\u2019objectif principal de la maintenance pr\u00e9visionnelle (pronostique), soit\u202f:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:276}\"> <img class=\"size-medium wp-image-291429 alignright\" src=\"https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/\/Maintenance-previsionnelle-300x215.png\" alt=\"\" width=\"300\" height=\"215\" srcset=\"https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/Maintenance-previsionnelle-300x215.png 300w, https:\/\/web.fpinnovations.ca\/wp-content\/uploads\/Maintenance-previsionnelle.png 312w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Mod\u00e9lisation du processus de sciage<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Calcul du taux de rendement synth\u00e9tique<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">La collecte et l\u2019analyse des donn\u00e9es de vibration<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u00c9laboration des plans de la maintenance pr\u00e9ventive et pr\u00e9dictive<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">Conception d\u2019un format type d\u2019AMDEC \u00e0 partir de l\u2019expertise des parties prenantes et du fournisseur<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">\u00c9tude et valorisation des donn\u00e9es provenant du logiciel de Gestion de Maintenance Assist\u00e9e par Ordinateur (GMAO)<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">Dans le domaine de la maintenance pr\u00e9visionnelle, il est important de comprendre la tendance des anomalies encourues sur les \u00e9quipements lors des op\u00e9rations. La m\u00e9thodologie pr\u00e9voit par cons\u00e9quent l\u2019analyse des d\u00e9fauts sur certains composants de l\u2019\u00e9quipement en suivant les r\u00e9sultats de leur comportement selon diff\u00e9rentes sources, incluant BPFI (<\/span><em>Ball Pass Frequency of the Inner race<\/em><span data-contrast=\"auto\">), BPFO (<\/span><i><span data-contrast=\"auto\">Ball Pass Frequency of the Outer race<\/span><\/i><span data-contrast=\"auto\">), FTF (<\/span><i><span data-contrast=\"auto\">Fundamental Train Frequency<\/span><\/i><span data-contrast=\"auto\">) et BSF (<\/span><i><span data-contrast=\"auto\">Ball Spin Frequency<\/span><\/i><span data-contrast=\"auto\">).<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Finalement, les r\u00e9sultats sont obtenus par mod\u00e9lisation au moyen de techniques d\u2019apprentissage automatique en utilisant des calculs statistiques avanc\u00e9es.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><b><span data-contrast=\"auto\">Des r\u00e9sultats probants pour tous types d\u2019usine<\/span><\/b><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Dans l\u2019exemple de l\u2019usine membre dont la capacit\u00e9 est de l\u2019ordre de 150\u202f000\u202fMpmp annuellement, les gains issus des strat\u00e9gies pr\u00e9conis\u00e9es par la mod\u00e9lisation sont aussi importants et b\u00e9n\u00e9fiques sur l\u2019ensemble des op\u00e9rations. Ces gains se r\u00e9sument comme suit\u202f:<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/p>\n<ul>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"1\" data-aria-level=\"1\"><span data-contrast=\"auto\">Performance op\u00e9rationnelle\u202f: gains moyens potentiels pouvant atteindre 2,50\u202f% par jour et plus;\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"2\" data-aria-level=\"1\"><span data-contrast=\"auto\">Gain d\u2019opportunit\u00e9s perdues et b\u00e9n\u00e9fices\u202f: gains potentiels de plus de 70\u202f000\u202f$ annuellement avec un rendement du capital investi de 1,5 annuellement; et<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<li data-leveltext=\"\uf0b7\" data-font=\"Symbol\" data-listid=\"1\" data-aria-posinset=\"3\" data-aria-level=\"1\"><span data-contrast=\"auto\">R\u00e9duction des pi\u00e8ces de rechange\u202f: gains potentiels de 75\u202f000\u202f$ annuellement et plus.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335551550&quot;:6,&quot;335551620&quot;:6,&quot;335559738&quot;:120,&quot;335559739&quot;:120,&quot;335559740&quot;:240}\">\u00a0<\/span><\/li>\n<\/ul>\n<p><span data-contrast=\"auto\">La maintenance pr\u00e9visionnelle peut s\u2019av\u00e9rer une d\u00e9marche efficace et lucrative pour de nombreuses usines, tant dans les secteurs de la transformation du bois que des p\u00e2tes et papiers.\u00a0<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n<p><span data-contrast=\"auto\">Pour en savoir plus, veuillez communiquer avec <\/span><a href=\"mailto:Khalil.Elhadaoui@fpinnovations.ca\"><span data-contrast=\"none\">Khalil Elhadaoui<\/span><\/a><span data-contrast=\"auto\">, Chercheur s\u00e9nior du groupe Premi\u00e8re transformation du bois de FPInnovations.<\/span><span data-ccp-props=\"{&quot;201341983&quot;:0,&quot;335559739&quot;:160,&quot;335559740&quot;:259}\">\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Au Canada, l\u2019industrie du sciage repr\u00e9sente un secteur manufacturier cl\u00e9 dans la production du bois d\u2019\u0153uvre destin\u00e9 \u00e0 l\u2019usage canadien et \u00e0 l\u2019exportation. Elle doit sans cesse am\u00e9liorer sa comp\u00e9titivit\u00e9 par la ma\u00eetrise op\u00e9rationnelle de&#8230;<\/p>\n","protected":false},"author":24,"featured_media":291427,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[636,635],"tags":[698,685],"class_list":{"0":"post-291433","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-pates-et-papiers","8":"category-produits-du-bois","9":"tag-marches","10":"tag-usines"},"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.5 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>La maintenance pr\u00e9visionnelle\u202f: une approche qui peut s\u2019av\u00e9rer fructueuse - FPInnovations<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/web.fpinnovations.ca\/fr\/la-maintenance-previsionnelle-une-approche-qui-peut-saverer-fructueuse\/\" \/>\n<meta property=\"og:locale\" content=\"fr_FR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"La maintenance pr\u00e9visionnelle\u202f: une approche qui peut s\u2019av\u00e9rer fructueuse - FPInnovations\" \/>\n<meta property=\"og:description\" content=\"Au Canada, l\u2019industrie du sciage repr\u00e9sente un secteur manufacturier cl\u00e9 dans la production du bois d\u2019\u0153uvre destin\u00e9 \u00e0 l\u2019usage canadien et \u00e0 l\u2019exportation. 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