{"id":2899,"date":"2024-02-18T15:29:57","date_gmt":"2024-02-18T15:29:57","guid":{"rendered":"https:\/\/esisoc.com\/resource\/food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub\/"},"modified":"2024-02-18T15:29:57","modified_gmt":"2024-02-18T15:29:57","slug":"food-supply-chain-management-digital-transformation-with-azure-data-lake-and-iot-hub","status":"publish","type":"resource","link":"https:\/\/esisoc.com\/pt\/resource\/gestao-da-cadeia-de-abastecimento-alimentar-transformacao-digital-com-o-azure-data-lake-e-o-hub-iot\/","title":{"rendered":"Gest\u00e3o da cadeia de abastecimento alimentar - Transforma\u00e7\u00e3o digital com o Azure Data Lake e o Hub IoT"},"content":{"rendered":"<h2 style=\"text-align: center;\">Principais pormenores<\/h2>\n<p>Migra\u00e7\u00e3o da infraestrutura no local para a plataforma de nuvem Azure para permitir a cadeia de abastecimento digital com sensores IoT, processamento em tempo real e an\u00e1lise do comportamento do cliente.<\/p>\n<div>\n<ul>\n<li>\n<div>Desafio<\/div>\n<div>Activos de dados locais desactualizados a serem migrados para a plataforma de nuvem Azure com processamento de alta carga de sensores IoT<\/div>\n<\/li>\n<li>\n<div>Solu\u00e7\u00e3o<\/div>\n<div>Migra\u00e7\u00e3o em grande escala da infraestrutura no local para a nuvem Azure<\/div>\n<\/li>\n<li>\n<div>Tecnologias e ferramentas<\/div>\n<div>Plataforma de Nuvem do Azure, streaming IoT em tempo real, Hub de Eventos do Azure, Aplica\u00e7\u00e3o L\u00f3gica do Azure, Hub IOT do Azure, Stream Analytics, Data lake ADLS Gen2, Azure Key Vault, Azure Databricks, Azure SQL Data Warehouse, Azure ML, Power BI<\/div>\n<\/li>\n<\/ul>\n<\/div>\n<h2 style=\"text-align: center;\">Cliente<\/h2>\n<p>O cliente \u00e9 uma empresa de servi\u00e7os alimentares que abordou a ESSID Solutions com um pedido de transforma\u00e7\u00e3o digital na gest\u00e3o da cadeia de abastecimento. O atual sistema on-premise <a href=\"http:\/\/localhost\/essidsolutions\/service\/modern-data-architecture-consultants\">arquitetura de dados<\/a> estava desactualizada e n\u00e3o era adequada para a an\u00e1lise em tempo real dos sensores IoT.<\/p>\n<p>A migra\u00e7\u00e3o para uma infraestrutura de nuvem com um lago de dados foi necess\u00e1ria para permitir uma visibilidade de ponta a ponta dos processos empresariais e permitir a transforma\u00e7\u00e3o digital em toda a empresa.<\/p>\n<h2 style=\"text-align: center;\">Desafio: activos de dados locais desactualizados a serem migrados para a nuvem com sensores IoT de processamento de alta carga<\/h2>\n<p>A transforma\u00e7\u00e3o digital na cadeia de abastecimento pressup\u00f5e uma vasta gama de altera\u00e7\u00f5es na infraestrutura de dados existente no local. Assim, o nosso principal objetivo era desenvolver uma estrat\u00e9gia de migra\u00e7\u00e3o completa que se centrasse na ativa\u00e7\u00e3o das funcionalidades da nuvem e na cria\u00e7\u00e3o de um fluxo de dados cont\u00ednuo. A produ\u00e7\u00e3o de IoT tinha de ser ligada \u00e0 nova infraestrutura de nuvem para promover uma vis\u00e3o geral abrangente dos actuais processos empresariais, incluindo os padr\u00f5es de comportamento dos clientes.<\/p>\n<p>A configura\u00e7\u00e3o renovada da nuvem foi concebida para ser escal\u00e1vel e capaz de lidar com grandes quantidades de dados IoT em tempo real de milhares de cami\u00f5es e frigor\u00edficos.<\/p>\n<h2 style=\"text-align: center;\">Solu\u00e7\u00e3o: migra\u00e7\u00e3o de uma infraestrutura de nuvem baseada em data lake no local para o Azure<\/h2>\n<p>A nossa equipa de <a href=\"http:\/\/localhost\/essidsolutions\/service\/big-data-development\">Engenheiros de grandes volumes de dados<\/a> analisaram minuciosamente as necessidades e os requisitos do cliente. O projeto foi entregue em v\u00e1rias fases para migrar de forma segura para a nuvem, sem interrup\u00e7\u00f5es do neg\u00f3cio.<\/p>\n<ul>\n<li>Os dados IoT dos telem\u00f3veis e das impressoras foram recolhidos em intervalos regulares.<\/li>\n<li>Os dados dos sensores dos cami\u00f5es de log\u00edstica foram enviados para o Centro de Eventos do Azure e os dados n\u00e3o estruturados foram descarregados no Azure <a href=\"https:\/\/essidsolutions.com\/resources\/data-lake-implementation\">Lago de dados<\/a>.<\/li>\n<li>A an\u00e1lise foi efectuada com <a href=\"http:\/\/localhost\/essidsolutions\/service\/databricks-managed-services\">Bases de dados do Azure<\/a> e o Azure ML foi utilizado para analisar o padr\u00e3o de comportamento do cliente.<\/li>\n<li>Os dados processados foram enviados para o Azure Warehouse.<\/li>\n<li>Foi criado um painel de controlo em tempo real para melhorar os relat\u00f3rios e a visualiza\u00e7\u00e3o.<\/li>\n<\/ul>\n<p>A migra\u00e7\u00e3o para a nuvem foi conclu\u00edda em 7 meses por uma equipa de 6 profissionais: Arquiteto de grandes dados do Azure, dois engenheiros de dados, um especialista em garantia de qualidade e dois engenheiros de BI.<\/p>\n<p><strong>Arquitetura da solu\u00e7\u00e3o:<\/strong><\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png\"><img alt=\"Arquitetura da solu\u00e7\u00e3o\" decoding=\"async\" height=\"560\" loading=\"lazy\" sizes=\"(max-width: 1182px) 100vw, 1182px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1.png 1182w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-300x142.png 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-1024x485.png 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-768x364.png 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-742x352.png 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-1-640x303.png 640w\" width=\"1182\"\/><\/a><br \/>\n<strong>Planos de distribui\u00e7\u00e3o optimizados em v\u00e1rios escal\u00f5es:<\/strong><\/p>\n<p><a href=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png\"><img alt=\"Arquitetura da solu\u00e7\u00e3o\" decoding=\"async\" height=\"580\" loading=\"lazy\" sizes=\"(max-width: 1182px) 100vw, 1182px\" src=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png\" srcset=\"https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2.png 1182w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-300x147.png 300w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-1024x502.png 1024w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-768x377.png 768w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-742x364.png 742w, https:\/\/essidsolutions.com\/wp-content\/uploads\/2022\/02\/supply-chain-solution-table-2-640x314.png 640w\" width=\"1182\"\/><\/a><\/p>\n<h2 style=\"text-align: center;\">Resultado: processamento eficiente de dados em tempo real para uma vis\u00e3o hol\u00edstica das opera\u00e7\u00f5es comerciais<\/h2>\n<p>A nossa equipa criou uma infraestrutura de nuvem fi\u00e1vel baseada em <a href=\"http:\/\/localhost\/essidsolutions\/service\/azure-data-analytics-services\">Azure<\/a> que amplifica o fluxo ininterrupto de dados e o processamento de dados IoT em tempo real. Como resultado, a abordagem de gest\u00e3o de dados antigos foi transformada num ecossistema de dados moderno com monitoriza\u00e7\u00e3o e an\u00e1lise melhoradas.<\/p>\n<p>A equipa da ESSID Solutions tamb\u00e9m ligou servi\u00e7os em tempo real baseados na nuvem a dispositivos ligados \u00e0 IoT, incluindo sensores e controladores de temperatura, para permitir uma tomada de decis\u00f5es proactiva e uma infraestrutura transparente. O cliente pode agora analisar automaticamente os padr\u00f5es de comportamento de compras dos clientes, independentemente do volume de dados, e disp\u00f5e de um poderoso centro de processamento de dados com an\u00e1lises e relat\u00f3rios em tempo real.<\/p>","protected":false},"excerpt":{"rendered":"<p>Detalhes principais Migra\u00e7\u00e3o da infraestrutura no local para a plataforma de nuvem Azure para permitir a cadeia de fornecimento digital com sensores IoT, processamento em tempo real e an\u00e1lise do comportamento do cliente. Desafio Activos de dados no local desactualizados a migrar para a plataforma de nuvem Azure com sensores IoT e processamento de alta carga Solu\u00e7\u00e3o Migra\u00e7\u00e3o em grande escala da infraestrutura no local para a nuvem Azure Tecnologias e ferramentas Azure ... <a title=\"Gest\u00e3o da cadeia de abastecimento alimentar - Transforma\u00e7\u00e3o digital com o Azure Data Lake e o Hub IoT\" class=\"read-more\" href=\"https:\/\/esisoc.com\/pt\/resource\/gestao-da-cadeia-de-abastecimento-alimentar-transformacao-digital-com-o-azure-data-lake-e-o-hub-iot\/\" aria-label=\"Leia mais sobre Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub\">Ler mais<\/a><\/p>","protected":false},"featured_media":2900,"template":"","industry":[39,79],"expertise":[74,65,41],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.9 (Yoast SEO v21.9.1) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub - ESISOC | ESSID Solutions<\/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:\/\/esisoc.com\/pt\/resource\/gestao-da-cadeia-de-abastecimento-alimentar-transformacao-digital-com-o-azure-data-lake-e-o-hub-iot\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Food Supply Chain Management \u2013 Digital Transformation with Azure Data Lake and IoT Hub\" \/>\n<meta property=\"og:description\" content=\"Key Details Migration of on-premise infrastructure into Azure cloud platform to enable digital supply chain with IoT sensors real time processing and customer behaviour analytics. 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