{"id":6734,"date":"2020-10-13T17:57:26","date_gmt":"2020-10-13T17:57:26","guid":{"rendered":"https:\/\/blog.infraspeak.com\/?p=6734"},"modified":"2020-10-13T17:57:26","modified_gmt":"2020-10-13T17:57:26","slug":"implementacao-de-iot-miguel-valerio","status":"publish","type":"post","link":"https:\/\/blog.infraspeak.com\/pt-pt\/implementacao-de-iot-miguel-valerio\/","title":{"rendered":"&#8220;Function Over Form&#8221;: Simplificar a Implementa\u00e7\u00e3o de Sistemas IoT"},"content":{"rendered":"<div id=\"bsf_rt_marker\"><\/div><p><span style=\"font-weight: 400;\">&#8220;Quando o <\/span><i><span style=\"font-weight: 400;\">wireless <\/span><\/i><span style=\"font-weight: 400;\">for perfeitamente aplicado, todo o planeta ser\u00e1 convertido num enorme<\/span> <span style=\"font-weight: 400;\">c\u00e9rebro\u201d, a frase data de 1926 e foi proferida por Nikola Tesla.<\/span><span style=\"font-weight: 400;\">\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Pensar que <a href=\"https:\/\/blog.infraspeak.com\/pt-pt\/internet-das-coisas\/\">IoT<\/a> (\u201cInternet das Coisas\u201d) \u00e9 algo relativamente recente, ou um <\/span><i><span style=\"font-weight: 400;\">fancy soundbite<\/span><\/i><span style=\"font-weight: 400;\">, \u00e9 um\u00a0 erro que j\u00e1 conta com largas d\u00e9cadas. Em 1999, a express\u00e3o ganhou vida, com os primeiros passos no laborat\u00f3rio do MIT com tecnologia RFID e, definitivamente, com uma apresenta\u00e7\u00e3o de Kevin Ashton sobre o tema.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Ainda assim, se tiver de apontar uma data, escolheria o ano de 2008, pelo simples facto de ter sido o momento onde passaram a existir mais dispositivos do que pessoas conectadas \u00e0 Internet. IoT veio alterar o paradigma de conex\u00e3o m\u00e1quina a m\u00e1quina para uma conex\u00e3o avan\u00e7ada de dispositivos, sistemas e servi\u00e7os.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Existem in\u00fameros artigos, de v\u00e1rios espectros, ordem e detalhe, que nos permitem aprofundar\u00a0 os conceitos t\u00e9cnicos, sobre a transfer\u00eancia de dados por v\u00e1rios sistemas em rede sem fios, mas foquemo-nos no essencial, a montante \u2013 como contruir a nossa estrat\u00e9gia e definir o nosso \u201c<\/span><b>why<\/b><span style=\"font-weight: 400;\">?\u201d.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Num tema t\u00e3o vasto, vol\u00e1til e em constante desenvolvimento, frequentemente, quem pretende implementar um sistema IoT na sua organiza\u00e7\u00e3o, pode sentir-se confuso, sem saber bem por onde come\u00e7ar.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Este artigo pretende, de uma forma hol\u00edstica, simplificar e dar corpo a esse processo, com uma abordagem estruturada para auxiliar a sua implementa\u00e7\u00e3o.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><i><span style=\"font-weight: 400;\">#FromWhyToHow: Do porqu\u00ea ao como.<\/span><\/i><\/h2>\n<p><span style=\"font-weight: 400;\">Frequentemente, quando se avan\u00e7a para um sistema t\u00e3o diversificado e com enorme oferta de solu\u00e7\u00f5es no mercado, \u00e9 preterido o real prop\u00f3sito para a sua implementa\u00e7\u00e3o, com uma estrat\u00e9gia bem definida em torno do mesmo, em detrimento de uma solu\u00e7\u00e3o completa e com uma pan\u00f3plia de <\/span><i><span style=\"font-weight: 400;\">features<\/span><\/i><span style=\"font-weight: 400;\">.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>\u201cPor que raz\u00e3o necessito de implementar este sistema?\u201d, <\/b><span style=\"font-weight: 400;\">esta dever\u00e1 ser a primeira pergunta que norteia a an\u00e1lise a realizar e que condicionar\u00e1, positivamente, todas as decis\u00f5es futuras,\u00a0 garantindo o alinhamento da nossa estrat\u00e9gia com a nossa necessidade real.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Implementar um sistema <\/span><i><span style=\"font-weight: 400;\">full scope<\/span><\/i><span style=\"font-weight: 400;\">, com todos os dispositivos existentes e uma solu\u00e7\u00e3o standard, n\u00e3o significa que seja, necessariamente, a melhor op\u00e7\u00e3o.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Para garantir que estamos a posicionar-nos da forma certa, h\u00e1 que tomar em considera\u00e7\u00e3o v\u00e1rios fatores, como:\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<ul>\n<li><b>Tempo de implementa\u00e7\u00e3o <\/b><span style=\"font-weight: 400;\">\u2013 <\/span><i><span style=\"font-weight: 400;\">\u201cquanto tempo irei demorar a implementar este projeto?\u201d;<\/span><\/i><\/li>\n<li><b>Retorno da informa\u00e7\u00e3o extra\u00edda <\/b><span style=\"font-weight: 400;\">\u2013 <\/span><i><span style=\"font-weight: 400;\">\u201cque mudan\u00e7as conseguirei vir a operar nas minhas\u00a0 opera\u00e7\u00f5es com a informa\u00e7\u00e3o recolhida?\u201d;\u00a0<\/span><\/i><\/li>\n<li><b>Criticidade dos outputs gerados <\/b>\u2013 <i>\u201cquais os outputs que t\u00eam maior impacto na minha\u00a0 gest\u00e3o?\u201d;\u00a0<\/i><\/li>\n<li><b>Recursos para a implementa\u00e7\u00e3o <\/b>\u2013 <i>\u201cquanto esfor\u00e7o irei necessitar de alocar durante este\u00a0 processo?\u201d\u00a0<\/i><\/li>\n<li><b>Custos de implementa\u00e7\u00e3o <\/b>\u2013 <i>\u201cqual ser\u00e1 o custo total desta implementa\u00e7\u00e3o?\u201d\u00a0<\/i><\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Naturalmente, a realidade e especificidade de cada organiza\u00e7\u00e3o devem ser tomadas como principais considera\u00e7\u00f5es, no sentido de cada sistema ser apropriado \u00e0 sua realidade e garantir o retorno esperado.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><i><span style=\"font-weight: 400;\">#Tailormade: Feito \u00e0 medida.\u00a0<\/span><\/i><\/h2>\n<p><span style=\"font-weight: 400;\">Com uma rigorosa an\u00e1lise da organiza\u00e7\u00e3o, a forma como abordamos a implementa\u00e7\u00e3o de um sistema IoT \u00e9 positivamente condicionada e assegura o equil\u00edbrio entre os v\u00e1rios fatores previamente enunciados.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\"><strong>Fatores como custo de implementa\u00e7\u00e3o ou criticidade dos outputs gerados s\u00e3o exemplos demonstrativos de como dois sistemas IoT podem ser totalmente distintos.<\/strong>\u00a0<\/span><span style=\"font-weight: 400;\">Vejamos dois cen\u00e1rios de implementa\u00e7\u00e3o no equipamento de uma linha de produ\u00e7\u00e3o automatizada.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Primeiro, um sistema IoT standard, com toda a sensoriza\u00e7\u00e3o existente. Em segundo, um mais\u00a0 simples e apenas com sensoriza\u00e7\u00e3o focada, ao n\u00edvel da vibra\u00e7\u00e3o e identifica\u00e7\u00e3o de paragem de determinado equipamento.\u00a0<\/span><span style=\"font-weight: 400;\">Temos, assim, duas solu\u00e7\u00f5es distintas em complexidade, custos e volume de dados gerados.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">No entanto, a segunda solu\u00e7\u00e3o, apesar de gerar um menor volume de dados, assegura a sua fun\u00e7\u00e3o, que realmente acrescenta valor, garantindo a opera\u00e7\u00e3o e <a href=\"https:\/\/blog.infraspeak.com\/pt-pt\/manutencao-preventiva\/\">manuten\u00e7\u00e3o preventiva<\/a> da linha de produ\u00e7\u00e3o.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A partir de um determinado retorno inicial, para acrescentar um pouco mais de valor \u00e9 necess\u00e1rio um investimento consider\u00e1vel \u2013 este \u00e9 um ponto a ter especial aten\u00e7\u00e3o.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">O primeiro sistema, com um custo e volume de dados maior, pode n\u00e3o gerar um proporcional valor acrescentado de imediato. Adicionalmente, leva-nos para outro ponto relevante \u2013 a\u00a0 capacidade de transformar informa\u00e7\u00e3o em boas decis\u00f5es.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><i><span style=\"font-weight: 400;\">#BigdataVsSmartInsights: A<\/span><\/i><span style=\"font-weight: 400;\">\u00a0<em>Big Data e os insights inteligentes.<\/em><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">A import\u00e2ncia de definir estrategicamente o nosso <\/span><i><span style=\"font-weight: 400;\">\u201cWhy?\u201d, <\/span><\/i><span style=\"font-weight: 400;\">\u00e9 refor\u00e7ada quando nos deparamos\u00a0 com um volume grande de dados \u201c<a href=\"https:\/\/blog.infraspeak.com\/pt-pt\/big-data\/\">big data<\/a>\u201d, produzido por um sistema IoT.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Dado a oferta de mercado ser vasta, sem a defini\u00e7\u00e3o clara da informa\u00e7\u00e3o relevante para n\u00f3s, teremos tamb\u00e9m dificuldades em processar, extrair valor e tomar melhores decis\u00f5es, com todos os dados que temos ao nosso dispor.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">\u00c9 frequente, em v\u00e1rias organiza\u00e7\u00f5es, serem gerados grandes volumes de dados, que n\u00e3o geram necessariamente informa\u00e7\u00e3o \u00fatil que consiga suportar, objetivamente, a tomada de decis\u00e3o.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">A distin\u00e7\u00e3o entre dados, informa\u00e7\u00e3o, experi\u00eancia e decis\u00e3o, \u00e9 realizada pela segmenta\u00e7\u00e3o e an\u00e1lise de todos os dados. \u00c9 decisivo que tenhamos a certeza do que pretendemos medir e do que n\u00e3o \u00e9 t\u00e3o relevante ou cr\u00edtico, para gerirmos os recursos de operacionaliza\u00e7\u00e3o do sistema, tamb\u00e9m, ao n\u00edvel do tratamento dos dados.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">No meio de muita informa\u00e7\u00e3o, eventualmente desnecess\u00e1ria, pode gerar-se &#8220;information blindness&#8221;, ou seja, no meio de toda a informa\u00e7\u00e3o sem interesse, poder at\u00e9 estar a que realmente queremos, mas est\u00e1 escondida entre toda a restante. <\/span><i><span style=\"font-weight: 400;\">\u201cMake no mistake\u201d<\/span><\/i><span style=\"font-weight: 400;\">, o principal objetivo\u00a0 dever\u00e1 passar por ter a melhor informa\u00e7\u00e3o, de f\u00e1cil acesso e potenciar a tomada de melhores\u00a0<\/span><span style=\"font-weight: 400;\">decis\u00f5es<\/span><i><span style=\"font-weight: 400;\">.\u00a0<\/span><\/i><\/p>\n<p>&nbsp;<\/p>\n<h2><i><span style=\"font-weight: 400;\">#LifeCycle: Ciclo de vida.\u00a0<\/span><\/i><\/h2>\n<p><span style=\"font-weight: 400;\">Este \u00e9 um ponto que frequentemente \u00e9 esquecido, independentemente dos modelos, e que atualmente requer maior responsabilidade no tratamento, com a melhor abordagem, fundamentalmente por quest\u00f5es de seguran\u00e7a.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">O ciclo de vida dos componentes divide-se em implementa\u00e7\u00e3o, gest\u00e3o e desmantelamento.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>Na implementa\u00e7\u00e3o <\/b><span style=\"font-weight: 400;\">inserem-se as provas de conceito e programas piloto, que nos permitem testar e afinar o dimensionamento das vari\u00e1veis para uma implementa\u00e7\u00e3o com sucesso, seja integralmente ou por fases. A segrega\u00e7\u00e3o e seguran\u00e7a das informa\u00e7\u00f5es da organiza\u00e7\u00e3o\u00a0 recolhidas pelo sistema devem ser salvaguardadas e validadas logo na fase inicial.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>Na gest\u00e3o <\/b><span style=\"font-weight: 400;\">inserem-se a manuten\u00e7\u00e3o do sistema, <em>updates<\/em> ao mesmo e tamb\u00e9m a optimiza\u00e7\u00e3o cont\u00ednua, que garante a sua plena funcionalidade. Este tema, por vezes, pode requerer esfor\u00e7o adicional (n\u00e3o previsto na fase de dimensionamento).\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><b>Na fase de desmantelamento<\/b><span style=\"font-weight: 400;\">, a seguran\u00e7a n\u00e3o \u00e9 menor \u00e0 da implementa\u00e7\u00e3o, pelo contr\u00e1rio. Deve ser assegurado que todos os componentes s\u00e3o removidos em seguran\u00e7a, que os utilizadores t\u00eam os seus perfis de acesso devidamente ajustados, no sentido de, em nenhum momento, a informa\u00e7\u00e3o da organiza\u00e7\u00e3o ser comprometida.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Relativamente \u00e0 seguran\u00e7a dos sistemas, \u00e9 importante que, desde logo, se envolvam os v\u00e1rios <em>stakeholders<\/em> que fa\u00e7am sentido, com destaque para o departamento de IT, evitando imprevistos em fases posteriores, que numa fase de implementa\u00e7\u00e3o ou durante a opera\u00e7\u00e3o.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><span style=\"font-weight: 400;\">#<\/span><span style=\"font-weight: 400;\">W<\/span><span style=\"font-weight: 400;\">orkSmarterNotHarder: Trabalhar de forma inteligente.<\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Produtividade. Os outputs gerados por um sistema de IoT t\u00eam de acrescentar valor \u00e0 nossa opera\u00e7\u00e3o e, consequentemente, \u00e0 nossa organiza\u00e7\u00e3o, independentemente do sector onde est\u00e1 inserida, no sentido de maximizar a produtividade.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Existem outputs de v\u00e1ria ordem; desde logo, o conforto dos utilizadores, a automa\u00e7\u00e3o de tarefas manuais e\/ou administrativas, redu\u00e7\u00e3o do risco de falha, redu\u00e7\u00e3o de custos de opera\u00e7\u00e3o, transpar\u00eancia de informa\u00e7\u00e3o e mitiga\u00e7\u00e3o de risco de forma geral, entre outros.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Todos os fatores que possamos medir, gerir e melhorar, s\u00e3o pass\u00edveis de ser sistematizados numa solu\u00e7\u00e3o IoT, que nos permita num meio de opera\u00e7\u00e3o vasto, ter a capacidade de antecipar\u00a0 problemas e implementar melhores solu\u00e7\u00f5es, no nosso dia-a-dia na nossa organiza\u00e7\u00e3o.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<h2><i><span style=\"font-weight: 400;\">#StartSmall: Come\u00e7ar aos poucos.\u00a0<\/span><\/i><\/h2>\n<p><span style=\"font-weight: 400;\">Resumidamente, devemos ter o cuidado de planear estrategicamente, de forma a garantir a\u00a0 concep\u00e7\u00e3o de um sistema robusto, que funcione para a nossa opera\u00e7\u00e3o\/organiza\u00e7\u00e3o e nos traga o retorno esperado.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Uma abordagem diferenciadora, baseada num <\/span><i><span style=\"font-weight: 400;\">Agile Mindset<\/span><\/i><span style=\"font-weight: 400;\">, ou seja, uma solu\u00e7\u00e3o modular que possa crescer (previamente definida, ou n\u00e3o) e evitar ambicionar uma solu\u00e7\u00e3o perfeita logo \u00e0 partida, que \u00e9 dif\u00edcil de atingir, tendo em conta uma grande variedade de factores, \u00e9\u00a0 recomend\u00e1vel.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Planear, testar e come\u00e7ar com uma implementa\u00e7\u00e3o faseada, por ordem de prioridades, deve ser um caminho visto de forma positiva, para minimizar os erros, a dificuldade de implementa\u00e7\u00e3o e o retorno, praticamente imediato, do investimento.\u00a0\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Esse ser\u00e1 um fator-chave na capacidade de garantir que os v\u00e1rios stakeholders reconhecem o valor acrescentado e contribuir para a digitaliza\u00e7\u00e3o das organiza\u00e7\u00f5es.\u00a0<\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Com certeza que, mais que nunca e no contexto actual, IoT nos ir\u00e1 ajudar, nas mais variadas\u00a0 dimens\u00f5es, organizacional, profissional e pessoal, a tomar melhores decis\u00f5es e a aumentar a produtividade. <\/span><\/p>\n<p>&nbsp;<\/p>\n<p><span style=\"font-weight: 400;\">Seguramente, estamos cada vez mais perto da vis\u00e3o de Tesla, 94 anos atr\u00e1s.<\/p>\n<p>&#8212;<\/p>\n<p><a href=\"https:\/\/www.linkedin.com\/in\/miguelvalerio\/\">LinkedIn do Autor<\/a><\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Miguel Val\u00e9rio, Global Head of Facilities na Critical Software, ajuda-nos a simplificar o processo de implementa\u00e7\u00e3o de um sistema de IoT na sua organiza\u00e7\u00e3o.<\/p>\n","protected":false},"author":31,"featured_media":6777,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":"","_wp_rev_ctl_limit":""},"categories":[372],"tags":[],"class_list":["post-6734","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-tecnologia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>&quot;Function Over Form&quot;: Simplificar a 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