{"id":6944,"date":"2025-07-07T07:29:44","date_gmt":"2025-07-07T07:29:44","guid":{"rendered":"https:\/\/kpimining.com\/?p=6944"},"modified":"2025-07-08T05:34:46","modified_gmt":"2025-07-08T05:34:46","slug":"destaques-do-cosmo-technical-day-2025","status":"publish","type":"post","link":"https:\/\/kpimining.com\/pt\/destaques-do-cosmo-technical-day-2025\/","title":{"rendered":"Destaques do COSMO Technical Day 2025"},"content":{"rendered":"\t\t
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Destaques do COSMO Technical Day 2025 <\/h1>\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\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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\n\t\t\t\t\t\t\t\t\tNo dia 20 de junho, nossa equipe participou do COSMO Technical Day 2025 \u2014 um evento que reuniu pesquisadores de ponta e l\u00edderes da ind\u00fastria que est\u00e3o avan\u00e7ando as fronteiras da modelagem estoc\u00e1stica para planejamento de minas, geoestat\u00edstica e intelig\u00eancia artificial na minera\u00e7\u00e3o. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tO dia apresentou uma combina\u00e7\u00e3o rica de pesquisas de ponta e aplica\u00e7\u00f5es pr\u00e1ticas, destacando os avan\u00e7os mais recentes na modelagem estoc\u00e1stica para planejamento de minas, t\u00e9cnicas avan\u00e7adas de simula\u00e7\u00e3o geoestat\u00edstica e a integra\u00e7\u00e3o da IA nesse contexto. O evento enfatizou a crescente import\u00e2ncia de ir al\u00e9m de suposi\u00e7\u00f5es determin\u00edsticas e adotar m\u00e9todos estoc\u00e1sticos para quantificar e gerenciar de forma mais eficaz as incertezas geol\u00f3gicas e operacionais. Tamb\u00e9m destacou o impacto tang\u00edvel dessas inova\u00e7\u00f5es nas opera\u00e7\u00f5es de minera\u00e7\u00e3o e as pesquisas avan\u00e7adas que est\u00e3o sendo desenvolvidas no Laborat\u00f3rio COSMO da Universidade McGill. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Apresenta\u00e7\u00f5es de Aplica\u00e7\u00f5es Industriais<\/strong><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tEstudos de caso reais apresentados por empresas mineradoras mostraram como m\u00e9todos estoc\u00e1sticos e simula\u00e7\u00f5es geoestat\u00edsticas j\u00e1 est\u00e3o sendo utilizados para gerar valor, lidar com incertezas e melhorar a tomada de decis\u00f5es: \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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KPI Mining Solutions<\/strong><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Otimiza\u00e7\u00e3o Estoc\u00e1stica de um Complexo Minerador de Min\u00e9rio de Ferro de Baixo Teor<\/strong><\/div>\nUm estudo de caso liderado pela equipe da KPI Mining focou em um dep\u00f3sito de baixo teor, onde o plano determin\u00edstico convencional revelou riscos significativos, especialmente relacionados \u00e0 contamina\u00e7\u00e3o por enxofre e \u00e0 previs\u00e3o da concentra\u00e7\u00e3o de ferro no min\u00e9rio. Al\u00e9m disso, foi identificado o potencial de dilui\u00e7\u00e3o e perda de min\u00e9rio. Com a abordagem estoc\u00e1stica, a equipe desenvolveu um plano mais robusto, a partir do qual foram projetadas fases operacionais mais resilientes ao risco. Por fim, foi realizada uma reotimiza\u00e7\u00e3o dentro dessas fases (tamb\u00e9m utilizando o m\u00e9todo estoc\u00e1stico) para garantir o valor m\u00e1ximo. O plano resultante apresentou um VPL 25% superior em compara\u00e7\u00e3o com o cen\u00e1rio base convencional. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Vale Base Metals<\/strong><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Conciliando Modelos e Planos com a Realidade<\/strong><\/div>\nFoi apresentado um estudo de caso real que comparou planos de mina estoc\u00e1sticos e determin\u00edsticos com uma \u00e1rea j\u00e1 minerada, usando dados de furos de desmonte como melhor refer\u00eancia da realidade. Os resultados mostraram que as simula\u00e7\u00f5es geoestat\u00edsticas aderiram melhor \u00e0 realidade, al\u00e9m de apresentarem maior previsibilidade nas estimativas de teor e tonelagem ao aplicar otimiza\u00e7\u00e3o estoc\u00e1stica com simula\u00e7\u00f5es. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Otimiza\u00e7\u00e3o de Sondagens de Preenchimento<\/strong><\/div>\nUm estudo de caso destacou o poder dos m\u00e9todos estoc\u00e1sticos na otimiza\u00e7\u00e3o de malhas de sondagem de preenchimento e na defini\u00e7\u00e3o de padr\u00f5es de perfura\u00e7\u00e3o. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Risco S\u00edsmico na Minera\u00e7\u00e3o Subterr\u00e2nea<\/strong><\/div>\nOs m\u00e9todos estoc\u00e1sticos tamb\u00e9m foram aplicados para lidar com a incerteza associada \u00e0 atividade s\u00edsmica em minas subterr\u00e2neas profundas, permitindo planos de produ\u00e7\u00e3o mais confi\u00e1veis, com menos interrup\u00e7\u00f5es e maior valor agregado. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Vale S.A.<\/strong><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Gerenciamento de Elementos Deleteriosos com M\u00e9todos Estoc\u00e1sticos<\/strong><\/div>\nEm um estudo de caso sobre um complexo minerador de min\u00e9rio de ferro, a an\u00e1lise de risco de um plano determin\u00edstico revelou alta probabilidade de subestimar os n\u00edveis de contaminantes. Para mitigar esses riscos, foram desenvolvidos planos estoc\u00e1sticos que proporcionaram maior controle das especifica\u00e7\u00f5es do produto. Os resultados tamb\u00e9m indicaram maior potencial de produ\u00e7\u00e3o de concentrado de ferro, maior VPL e vida \u00fatil da mina estendida. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Pesquisas em Andamento no Laborat\u00f3rio COSMO<\/strong><\/h3> \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Integra\u00e7\u00e3o do Planejamento de Curto e Longo Prazo sob Incerteza<\/strong><\/div>\nUm projeto de destaque focou na aplica\u00e7\u00e3o de m\u00e9todos estoc\u00e1sticos ao planejamento integrado de curto e longo prazo, considerando incertezas tanto no desempenho da planta quanto na geologia, al\u00e9m de incorporar decis\u00f5es de CAPEX. Esse modelo garante que as opera\u00e7\u00f5es atinjam suas metas ao longo de diferentes horizontes de tempo.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Integra\u00e7\u00e3o de Reabilita\u00e7\u00e3o Progressiva e Sustentabilidade<\/strong><\/div>\nUm dos temas mais interessantes foi a integra\u00e7\u00e3o da reabilita\u00e7\u00e3o progressiva diretamente no processo de planejamento estoc\u00e1stico de longo prazo. Foi desenvolvido um modelo para o gerenciamento de res\u00edduos potencialmente geradores de \u00e1cido, utilizando encapsulamento com material n\u00e3o \u00e1cido. Em uma mina de cobre, isso reduziu o custo de transporte por tonelada minerada em 15% e aumentou o VPL em 4%, demonstrando que sustentabilidade e lucratividade podem caminhar juntas. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Aprendizado de Ponta a Ponta para Otimiza\u00e7\u00e3o na Minera\u00e7\u00e3o<\/strong><\/div>\nOutra pesquisa focada em IA desenvolveu uma estrutura de aprendizado de ponta a ponta para otimiza\u00e7\u00e3o na minera\u00e7\u00e3o, que pode ser treinada com base em projetos espec\u00edficos para tornar futuras execu\u00e7\u00f5es mais eficazes e eficientes. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Planejamento de Curto Prazo com Incerteza Geol\u00f3gica<\/strong><\/div>\nOutro projeto empolgante otimizou sistemas de gerenciamento de frotas considerando incertezas geol\u00f3gicas em escalas de planejamento de curto prazo.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Frota Sustent\u00e1vel e Otimiza\u00e7\u00e3o de Curto Prazo<\/strong><\/div>\nUma estrutura adicional de otimiza\u00e7\u00e3o estoc\u00e1stica foi desenvolvida para planejar simultaneamente as opera\u00e7\u00f5es de curto prazo e o gerenciamento de frotas, com o objetivo de reduzir a pegada de carbono sem comprometer a lucratividade \u2014 mostrando que efici\u00eancia operacional e sustentabilidade podem coexistir.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Avan\u00e7os nas Simula\u00e7\u00f5es Geoestat\u00edsticas<\/strong><\/div>\nAs pesquisas em andamento tamb\u00e9m abordaram os avan\u00e7os em t\u00e9cnicas de simula\u00e7\u00e3o geoestat\u00edstica. Um estudo tratou dos m\u00e9todos de simula\u00e7\u00e3o de ordem superior, capazes de reproduzir estat\u00edsticas complexas dos dados e evitar suposi\u00e7\u00f5es gaussianas. Outro utilizou um modelo generativo baseado em reconhecimento de padr\u00f5es, eliminando a necessidade de uma fun\u00e7\u00e3o de densidade expl\u00edcita. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Otimiza\u00e7\u00e3o na Minera\u00e7\u00e3o Subterr\u00e2nea<\/strong><\/div>\nA minera\u00e7\u00e3o subterr\u00e2nea tamb\u00e9m foi destaque. Est\u00e3o sendo desenvolvidos m\u00e9todos eficientes e avan\u00e7ados para otimiza\u00e7\u00e3o estoc\u00e1stica conjunta do desenho e agendamento de c\u00e2maras de lavra, com resultados promissores em testes. \t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tNa KPI Mining, estamos entusiasmados em ver o setor avan\u00e7ando rumo a um planejamento mais robusto e sens\u00edvel \u00e0 incerteza \u2014 uma evolu\u00e7\u00e3o que est\u00e1 diretamente alinhada com nossa miss\u00e3o. Temos orgulho em ajudar empresas de minera\u00e7\u00e3o a criar planos de maior valor e mais resilientes ao risco, tornando tecnologias avan\u00e7adas baseadas em pesquisa n\u00e3o apenas acess\u00edveis, mas tamb\u00e9m pr\u00e1ticas e impactantes em uma ampla gama de opera\u00e7\u00f5es. Ao transformar inova\u00e7\u00e3o em solu\u00e7\u00f5es comprovadas, permitimos que nossos parceiros gerem valor, mitiguem riscos e planejem com mais confian\u00e7a. \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\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":"

No dia 20 de junho, nossa equipe participou do COSMO Technical Day 2025 \u2014 um evento que reuniu pesquisadores de ponta e l\u00edderes da ind\u00fastria que est\u00e3o avan\u00e7ando as fronteiras da modelagem estoc\u00e1stica para planejamento de minas, geoestat\u00edstica e intelig\u00eancia artificial na minera\u00e7\u00e3o.<\/p>\n","protected":false},"author":1,"featured_media":6966,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[80],"tags":[],"class_list":["post-6944","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-eventos"],"yoast_head":"\nDestaques do COSMO Technical Day 2025 - KPI Mining 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:\/\/kpimining.com\/pt\/destaques-do-cosmo-technical-day-2025\/\" \/>\n<meta property=\"og:locale\" content=\"pt_PT\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Destaques do COSMO Technical Day 2025 - 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