{"id":14961,"date":"2023-05-10T12:57:00","date_gmt":"2023-05-10T12:57:00","guid":{"rendered":"https:\/\/kurita-eu-gudza2cjbzfhcwbx.francecentral-01.azurewebsites.net\/?p=14961"},"modified":"2026-01-19T15:12:16","modified_gmt":"2026-01-19T15:12:16","slug":"supere-os-desafios-da-agua-com-a-fracta-a-nossa-tecnologia-de-previsao-de-fugas-ml","status":"publish","type":"post","link":"https:\/\/www.kurita.eu\/pt\/overcome-water-challenges-with-fracta-our-ml-leak-prediction-tech\/","title":{"rendered":"Supere os desafios da \u00e1gua com Fracta, a nossa tecnologia ML de previs\u00e3o de fugas"},"content":{"rendered":"
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\n\t\t\t\t\t\t\t\u00d6mer Tekin\t\t\t\t\t\t<\/h6>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t
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Cientista de dados l\u00edder (UE)<\/p>\n\t\t\t\t\t<\/div>\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\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

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Fracta<\/a>\u00a0\u00e9 uma plataforma de aprendizagem autom\u00e1tica que ajuda as empresas de servi\u00e7os p\u00fablicos a gerir os seus sistemas de distribui\u00e7\u00e3o de \u00e1gua, prevendo e identificando fugas e falhas nas tubagens. A plataforma utiliza algoritmos avan\u00e7ados e modelos de aprendizagem autom\u00e1tica para analisar dados de v\u00e1rias fontes, incluindo padr\u00f5es hist\u00f3ricos de utiliza\u00e7\u00e3o, padr\u00f5es meteorol\u00f3gicos e dados de sensores, para identificar potenciais problemas antes de se tornarem problemas graves.<\/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

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Desafios da \u00e1gua<\/h2>\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
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A escassez de \u00e1gua e o aquecimento global s\u00e3o duas quest\u00f5es interligadas que s\u00e3o exacerbadas pelas actividades humanas, como a industrializa\u00e7\u00e3o e a sobrepopula\u00e7\u00e3o. As altera\u00e7\u00f5es clim\u00e1ticas resultaram em fen\u00f3menos meteorol\u00f3gicos extremos, como as secas, que podem causar escassez de \u00e1gua <\/b>em regi\u00f5es que dependem da precipita\u00e7\u00e3o para reabastecer as suas fontes de \u00e1gua. \u00c0 medida que as temperaturas continuarem a subir, a procura de \u00e1gua aumentar\u00e1, exercendo ainda mais press\u00e3o sobre os sistemas h\u00eddricos j\u00e1 sob press\u00e3o.<\/p>\n

No contexto da pol\u00edtica, a escassez de \u00e1gua tornou-se uma quest\u00e3o importante em muitas partes do mundo, especialmente nos pa\u00edses em desenvolvimento. A falta de acesso a \u00e1gua limpa e segura pode levar \u00e0 instabilidade pol\u00edtica e a conflitos, uma vez que as comunidades lutam por recursos escassos. Al\u00e9m disso, os governos est\u00e3o a ser cada vez mais responsabilizados pelas suas pr\u00e1ticas de gest\u00e3o da \u00e1gua, com os cidad\u00e3os a exigirem mais transpar\u00eancia e melhores infra-estruturas para enfrentar os desafios da escassez de \u00e1gua.<\/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

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Atenuar o impacto da escassez de \u00e1gua com a Fracta<\/h2>\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
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A tecnologia da Fracta pode desempenhar um papel crucial no combate \u00e0 escassez de \u00e1gua e na atenua\u00e7\u00e3o dos efeitos da <\/span>aquecimento global.<\/b><\/span> Ao identificar fugas e falhas nas tubagens em tempo real, os servi\u00e7os p\u00fablicos podem reduzir o desperd\u00edcio de \u00e1gua e poupar dinheiro em repara\u00e7\u00f5es. Por sua vez, isto pode ajudar a prolongar a vida \u00fatil das infra-estruturas de \u00e1gua existentes, reduzindo a necessidade de substitui\u00e7\u00f5es dispendiosas. Para al\u00e9m disso, ao reduzir a quantidade de \u00e1gua perdida atrav\u00e9s de fugas, as empresas de servi\u00e7os p\u00fablicos podem garantir que h\u00e1 mais \u00e1gua dispon\u00edvel para consumo humano e agricultura, atenuando os efeitos da escassez de \u00e1gua.<\/span><\/p>\n

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Em conclus\u00e3o, Fracta<\/b><\/a> \u00e9 uma ferramenta poderosa que pode ajudar os servi\u00e7os p\u00fablicos e os governos a enfrentar os desafios complexos da escassez de \u00e1gua e do aquecimento global. Ao aproveitar a tecnologia avan\u00e7ada para identificar e prevenir fugas, a Fracta pode ajudar a garantir que a \u00e1gua limpa e segura est\u00e1 dispon\u00edvel para todos, ao mesmo tempo que reduz o impacto ambiental dos sistemas de distribui\u00e7\u00e3o de \u00e1gua.<\/p>\n

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Fracta\u00a0is a machine learning platform that helps utilities manage their water distribution systems by predicting and identifying leaks and pipe failures. The platform uses advanced algorithms and machine learning models to analyze data from various sources, including historical usage patterns, weather patterns, and sensor data, to identify potential issues before they become major problems. Water […]<\/p>\n","protected":false},"author":2,"featured_media":15508,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61],"tags":[],"class_list":["post-14961","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-the-splash"],"yoast_head":"\nOvercome Water Challenges with Fracta, Our ML Leak Prediction Tech - Kurita Europe<\/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:\/\/www.kurita.eu\/pt\/supere-os-desafios-da-agua-com-a-fracta-a-nossa-tecnologia-de-previsao-de-fugas-ml\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Overcome Water Challenges with Fracta, Our ML Leak Prediction Tech - Kurita Europe\" \/>\n<meta property=\"og:description\" content=\"Fracta\u00a0is a machine learning platform that helps utilities manage their water distribution systems by predicting and identifying leaks and pipe failures. The platform uses advanced algorithms and machine learning models to analyze data from various sources, including historical usage patterns, weather patterns, and sensor data, to identify potential issues before they become major problems. Water […]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.kurita.eu\/pt\/supere-os-desafios-da-agua-com-a-fracta-a-nossa-tecnologia-de-previsao-de-fugas-ml\/\" \/>\n<meta property=\"og:site_name\" content=\"Kurita Europe\" \/>\n<meta property=\"article:published_time\" content=\"2023-05-10T12:57:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-01-19T15:12:16+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.kurita.eu\/wp-content\/uploads\/2025\/04\/suelo-tierra-agrietado-planta-2-scaled-1.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2560\" \/>\n\t<meta property=\"og:image:height\" content=\"1707\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"leandro.miro@kurita-water.com\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@KuritaGlobal\" \/>\n<meta name=\"twitter:site\" content=\"@KuritaGlobal\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"leandro.miro@kurita-water.com\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/\"},\"author\":{\"name\":\"leandro.miro@kurita-water.com\",\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/se\\\/#\\\/schema\\\/person\\\/a805883ed7a2b99e66b07d9df23b92b7\"},\"headline\":\"Overcome Water Challenges with Fracta, Our ML Leak Prediction Tech\",\"datePublished\":\"2023-05-10T12:57:00+00:00\",\"dateModified\":\"2026-01-19T15:12:16+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/\"},\"wordCount\":349,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/se\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/#primaryimage\"},\"thumbnailUrl\":\"\\\/wp-content\\\/uploads\\\/2025\\\/04\\\/suelo-tierra-agrietado-planta-2-scaled-1.jpg\",\"articleSection\":[\"The Splash\"],\"inLanguage\":\"pt-PT\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/\",\"url\":\"https:\\\/\\\/www.kurita.eu\\\/cs\\\/prekonavejte-problemy-s-vodou-pomoci-nasi-technologie-predvidani-uniku-ml-fracta\\\/\",\"name\":\"Overcome Water Challenges with Fracta, Our ML Leak Prediction Tech - 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