{"id":48130,"date":"2025-08-27T14:32:16","date_gmt":"2025-08-27T14:32:16","guid":{"rendered":"https:\/\/expleo.com\/global\/en\/?post_type=case-studies&#038;p=35534"},"modified":"2025-08-27T14:42:09","modified_gmt":"2025-08-27T14:42:09","slug":"application-deep-learning-calcul-vitesse-secours","status":"publish","type":"case-studies","link":"https:\/\/expleo.com\/global\/fr\/cas-clients\/application-deep-learning-calcul-vitesse-secours\/","title":{"rendered":"Application bas\u00e9e sur le Deep Learning pour le calcul de vitesse de secours\u00a0"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"48130\" class=\"elementor elementor-48130\" data-elementor-post-type=\"case-studies\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b8840b4 gg-simple-text gg-container-small-ptb-96 gg-article-content elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b8840b4\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-a289911\" data-id=\"a289911\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-c7d2389 elementor-widget elementor-widget-text-editor\" data-id=\"c7d2389\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Expleo a accompagn\u00e9 un grand constructeur a\u00e9ronautique europ\u00e9en dans le d\u00e9veloppement d\u2019un syst\u00e8me de calcul de vitesse de secours capable de compl\u00e9ter les relev\u00e9s du tube de Pitot par une analyse affin\u00e9e des jeux de donn\u00e9es.<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-12140f0 gg-font-v8 gg-custom-dark-purple-color gg-print-pb-4 elementor-widget elementor-widget-heading\" data-id=\"12140f0\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quel \u00e9tait le probl\u00e8me ?\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce6f833 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"ce6f833\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Comme de nombreux instruments embarqu\u00e9s, le syst\u00e8me de calcul de vitesse d&#8217;un avion est un \u00e9l\u00e9ment critique qui ne peut pas rester d\u00e9faillant longtemps. Les tubes de Pitot sont au c\u0153ur de ce syst\u00e8me. Associ\u00e9s \u00e0 un an\u00e9mom\u00e8tre, ils permettent de transcrire la vitesse relative d&#8217;un avion en mesurant la pression totale exerc\u00e9e dans l&#8217;environnement du capteur. <\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">M\u00eame si les tubes de Pitot sont positionn\u00e9s \u00e0 des endroits du fuselage de l&#8217;avion o\u00f9 l&#8217;\u00e9coulement de l&#8217;air est le moins perturb\u00e9 possible, des incoh\u00e9rences temporaires peuvent parfois survenir dans les mesures de vitesse effectu\u00e9es en raison d&#8217;une obstruction partielle ou totale de la sonde. A haute altitude ou en zones de turbulences, l&#8217;apparition de cristaux de glace est souvent en cause, alors qu&#8217;au sol, la faute peut revenir \u00e0 de simples insectes.\u202f\u202f<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Pour limiter au maximum ce type de risque et augmenter encore la s\u00e9curit\u00e9 de ses avions, un grand constructeur a\u00e9ronautique europ\u00e9en a fait appel au savoir-faire d&#8217;Expleo pour d\u00e9velopper un syst\u00e8me de calcul de vitesse de secours capable de compl\u00e9ter les relev\u00e9s du tube de Pitot par une analyse affin\u00e9e des jeux de donn\u00e9es.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87c9a0b gg-font-v8 gg-custom-dark-purple-color gg-print-pb-4 elementor-widget elementor-widget-heading\" data-id=\"87c9a0b\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">En quoi cette solution a-t-elle \u00e9t\u00e9 utile ?\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-59e8962 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"59e8962\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Pendant six mois et en deux phases distinctes selon le type de moteur d&#8217;avion \u00e9tudi\u00e9, Expleo s&#8217;est attel\u00e9 \u00e0 la t\u00e2che en utilisant le langage de programmation Python ou les outils d&#8217;intelligence artificielle TensorFlow et Keras. Face aux nombreux param\u00e8tres \u00e0 prendre en compte, Expleo a d\u00e9cid\u00e9 de d\u00e9velopper un mod\u00e8le de r\u00e9seau de neurones \u00e0 apprentissage profond pour mieux r\u00e9pondre aux exigences d&#8217;int\u00e9gration du client sur des ordinateurs embarqu\u00e9s. <\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Apr\u00e8s avoir d&#8217;abord identifi\u00e9 une quinzaine de param\u00e8tres critiques dans le calcul de la vitesse d&#8217;un avion, Expleo a retenu les trois plus pertinents, \u00e0 savoir les capteurs de pression (totale et statique) des moteurs et la vitesse de rotation des pales.\u202f\u202f<\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">En les passant au crible du mod\u00e8le de r\u00e9seau neuronal d\u00e9velopp\u00e9 pour l&#8217;occasion, les experts en charge de ce projet ont \u00e9tabli des mesures de vitesse fiables en cas de perturbations diverses avec une marge d&#8217;erreur de seulement 10 n\u0153uds (soit environ 11 mph) sur les tubes de Pitot. <\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b92c7cc gg-font-v8 gg-custom-dark-purple-color elementor-widget elementor-widget-heading\" data-id=\"b92c7cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Quels sont les r\u00e9sultats ?\u00a0<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2906099 gg-font-v9 gg-class-for-iphone8 elementor-widget elementor-widget-text-editor\" data-id=\"2906099\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><span data-contrast=\"auto\">Sur les deux types de moteurs \u00e9tudi\u00e9s, les mod\u00e8les d\u00e9velopp\u00e9s ont \u00e9t\u00e9 valid\u00e9s par le bureau d&#8217;\u00e9tudes de notre client. Un troisi\u00e8me projet portant sur un nouveau type de moteur est d\u00e9j\u00e0 planifi\u00e9. M\u00eame si ces diff\u00e9rents syst\u00e8mes de sauvegarde de calcul de vitesse n&#8217;ont pas encore \u00e9t\u00e9 install\u00e9s dans les avions concern\u00e9s, les promesses de pr\u00e9cision de nos mod\u00e8les ravissent d\u00e9j\u00e0 l&#8217;avionneur europ\u00e9en, ma\u00eetre d&#8217;\u0153uvre de ce projet. <\/span><span data-ccp-props=\"{}\">\u00a0<\/span><\/p><p><span data-contrast=\"auto\">Gr\u00e2ce \u00e0 de tels syst\u00e8mes, les avions de nos clients b\u00e9n\u00e9ficieront d&#8217;une meilleure robustesse et d&#8217;une plus grande pr\u00e9cision dans leurs plans de vol en \u00e9vitant les cons\u00e9quences de tous ces d\u00e9calages temporaires qui peuvent parfois survenir dans les relev\u00e9s effectu\u00e9s \u00e0 haute altitude.<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-879e275 gg-quotation gg-container-small-ptb-72 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"879e275\" data-element_type=\"section\" data-e-type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-234d6ce\" data-id=\"234d6ce\" data-element_type=\"column\" data-e-type=\"column\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-f5bdaea elementor-blockquote--skin-clean elementor-blockquote--align-right elementor-widget elementor-widget-blockquote\" data-id=\"f5bdaea\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"blockquote.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<blockquote class=\"elementor-blockquote\">\n\t\t\t<p class=\"elementor-blockquote__content\">\n\t\t\t\tAvec le succ\u00e8s de ce projet, notre client confirme une fois de plus la forte expertise d'Expleo en mati\u00e8re d'ing\u00e9nierie a\u00e9ronautique et de science des donn\u00e9es. Si un delta est enregistr\u00e9 entre la vitesse prise dans leur avion et le mod\u00e8le math\u00e9matique que nous avons cr\u00e9\u00e9, les anomalies des capteurs sont automatiquement d\u00e9tect\u00e9es et signal\u00e9es aux pilotes. Un v\u00e9ritable atout en cas d'obstruction du tube de Pitot.\u00a0\t\t\t<\/p>\n\t\t\t\t\t\t\t<div class=\"e-q-footer\">\n\t\t\t\t\t\t\t\t\t\t\t<cite class=\"elementor-blockquote__author\">Anthony Laffond - Data Scientist, Expleo<\/cite>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/blockquote>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-804a734 gg-scroll-to-section gg-container-small gg-expleo-form gg-contact-us-form elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"804a734\" data-element_type=\"section\" data-e-type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-no\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-e6cd518\" data-id=\"e6cd518\" data-element_type=\"column\" data-e-type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-b015a9a elementor-widget elementor-widget-spacer\" data-id=\"b015a9a\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cf471c2 elementor-widget elementor-widget-heading\" data-id=\"cf471c2\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Contactez-nous pour profiter d\u2019une consultation gratuite avec nos experts<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-64a96ce elementor-widget elementor-widget-spacer\" data-id=\"64a96ce\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2ba2322 elementor-widget elementor-widget-embed-pardot-form\" data-id=\"2ba2322\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"embed-pardot-form.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t        <div class=\"gg-embed-pardot-form\">\n            <iframe src=\"https:\/\/go.expleo.com\/l\/997821\/2024-09-09\/2q2cx\" style=\"width: 100%; border: none;\" type=\"text\/html\" frameborder=\"0\" allowTransparency=\"true\" class=\"g-analytics-pardot-form\"><\/iframe>        <\/div>\n        \t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Expleo a accompagn\u00e9 un grand constructeur a\u00e9ronautique europ\u00e9en dans le d\u00e9veloppement d\u2019un syst\u00e8me de calcul de vitesse de secours capable de compl\u00e9ter les relev\u00e9s du tube de Pitot par une analyse affin\u00e9e des jeux de donn\u00e9es.\u00a0 Quel \u00e9tait le probl\u00e8me ?\u00a0 Comme de nombreux instruments embarqu\u00e9s, le syst\u00e8me de calcul de vitesse d&#8217;un avion est [&hellip;]<\/p>\n","protected":false},"featured_media":46697,"template":"","meta":{"_oasis_is_in_workflow":0,"_oasis_original":0,"_oasis_task_priority":"","service-grey-banner":"false","service-grey-banner-link":"","footnotes":""},"case-study-single-templates":[494],"topic":[137,123,125],"industry-taxonomy":[33],"country":[116],"service":[],"class_list":["post-48130","case-studies","type-case-studies","status-publish","has-post-thumbnail","hentry","case-study-single-templates-new-template","topic-artificial-intelligence-and-robotics","topic-mobility","topic-transformation-numerique","industry-taxonomy-aeronautique","country-global"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.0 (Yoast SEO v27.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Expleo | Application bas\u00e9e sur le Deep Learning<\/title>\n<meta name=\"description\" content=\"Expleo a accompagn\u00e9 un client pour le d\u00e9veloppement d\u2019un syst\u00e8me de calcul de vitesse de secours. 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