Engenheiros usam inteligaªncia artificial para capturar a complexidade das ondas quebrando
As previsaµes de seu modelo devem ajudar os pesquisadores a melhorar as simulaa§aµes do clima ocea¢nico e aprimorar o projeto de estruturas offshore.
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)
Usando aprendizado de ma¡quina junto com dados de experimentos em tanques de ondas, os engenheiros do MIT encontraram uma maneira de modelar como as ondas quebram. “Com isso, vocêpode simular ondas para ajudar a projetar estruturas melhor, com mais eficiência e sem grandes fatores de segurançaâ€, diz Themis Sapsis. Crédito: iStockphoto
As ondas quebram quando atingem uma altura cratica, antes de atingir a crista e colidir com um spray de gotas e bolhas. Essas ondas podem ser tão grandes quanto o point break de um surfista e tão pequenas quanto uma ondulação suave rolando para a costa. Por décadas, a dina¢mica de como e quando uma onda quebra tem sido muito complexa para prever.
Agora, os engenheiros do MIT descobriram uma nova maneira de modelar como as ondas quebram. A equipe usou aprendizado de ma¡quina junto com dados de experimentos de tanques de ondas para ajustar equações que tradicionalmente são usadas para prever o comportamento das ondas. Os engenheiros normalmente confiam em tais equações para ajuda¡-los a projetar plataformas e estruturas offshore resilientes. Mas atéagora, as equações não foram capazes de capturar a complexidade das ondas quebrando.
O modelo atualizado fez previsaµes mais precisas de como e quando as ondas quebram, descobriram os pesquisadores. Por exemplo, o modelo estimou a inclinação de uma onda logo antes de quebrar, e sua energia e frequência após a quebra, com mais precisão do que as equações de onda convencionais.
Seus resultados, publicados hoje na revista Nature Communications , ajudara£o os cientistas a entender como uma onda que quebra afeta a águaao seu redor. Saber exatamente como essas ondas interagem pode ajudar a aprimorar o projeto de estruturas offshore. Tambanãm pode melhorar as previsaµes de como o oceano interage com a atmosfera. Ter melhores estimativas de como as ondas quebram pode ajudar os cientistas a prever, por exemplo, quanto dia³xido de carbono e outros gases atmosfanãricos o oceano pode absorver.
“A quebra das ondas éo que coloca o ar no oceanoâ€, diz o autor do estudo Themis Sapsis, professor associado de engenharia meca¢nica e ocea¢nica e afiliado do Instituto de Dados, Sistemas e Sociedade do MIT. “Pode parecer um detalhe, mas se vocêmultiplicar seu efeito sobre a área de todo o oceano, a quebra das ondas comea§a a se tornar fundamentalmente importante para a previsão do clima.â€
Os coautores do estudo incluem a autora principal e pa³s-doutoranda do MIT Debbie Eeltink, Hubert Branger e Christopher Luneau da Universidade de Aix-Marseille, Amin Chabchoub da Universidade de Kyoto, Jerome Kasparian da Universidade de Genebra e TS van den Bremer da Delft University of Technology.
Tanque de aprendizagem
Para prever a dina¢mica de uma onda quebrando, os cientistas normalmente adotam uma das duas abordagens: eles tentam simular precisamente a onda na escala de moléculas individuais de águae ar, ou realizam experimentos para tentar caracterizar ondas com medidas reais. A primeira abordagem écomputacionalmente cara e difacil de simular mesmo em uma área pequena; o segundo requer uma quantidade enorme de tempo para executar experimentos suficientes para produzir resultados estatisticamente significativos.
Em vez disso, a equipe do MIT emprestou pea§as de ambas as abordagens para desenvolver um modelo mais eficiente e preciso usando aprendizado de ma¡quina. Os pesquisadores começam com um conjunto de equações que éconsiderado a descrição padrãodo comportamento das ondas. Eles pretendiam melhorar o modelo “treinando†o modelo em dados de quebra de ondas de experimentos reais.
“Tanhamos um modelo simples que não capturava a quebra das ondas, e então tanhamos a verdade, ou seja, experimentos que envolvem a quebra das ondasâ€, explica Eeltink. “Então queraamos usar o aprendizado de ma¡quina para aprender a diferença entre os dois.â€
Os pesquisadores obtiveram dados de quebra de ondas executando experimentos em um tanque de 40 metros de comprimento. O tanque foi equipado em uma extremidade com um remo que a equipe usou para iniciar cada onda. A equipe ajustou o remo para produzir uma onda quebrando no meio do tanque. Medidores ao longo do comprimento do tanque mediram a altura da águaa medida que as ondas se propagavam pelo tanque.
“Leva muito tempo para executar esses experimentosâ€, diz Eeltink. “Entre cada experimento, vocêprecisa esperar que a águase acalme completamente antes de iniciar o pra³ximo experimento, caso contra¡rio, eles influenciam um ao outro.â€
Porto Seguro
Ao todo, a equipe realizou cerca de 250 experimentos, cujos dados usaram para treinar um tipo de algoritmo de aprendizado de ma¡quina conhecido como rede neural. Especificamente, o algoritmo étreinado para comparar as ondas reais em experimentos com as ondas previstas no modelo simples e, com base em quaisquer diferenças entre os dois, o algoritmo ajusta o modelo para se adequar a realidade.
Depois de treinar o algoritmo em seus dados experimentais, a equipe apresentou o modelo a dados inteiramente novos osneste caso, medições de dois experimentos independentes, cada um executado em tanques de ondas separados comDimensões diferentes. Nesses testes, eles descobriram que o modelo atualizado fazia previsaµes mais precisas do que o modelo simples e não treinado, por exemplo, fazendo melhores estimativas da inclinação de uma onda quebrando.
O novo modelo também capturou uma propriedade essencial de quebra de ondas conhecida como “downshiftâ€, na qual a frequência de uma onda édeslocada para um valor mais baixo. A velocidade de uma onda depende de sua frequência. Para as ondas do oceano, as frequências mais baixas se movem mais rapidamente do que as frequências mais altas. Portanto, após o downshift, a onda se movera¡ mais rápido. O novo modelo prevaª a mudança na frequência, antes e depois de cada rebentação, o que pode ser especialmente relevante na preparação para tempestades costeiras.
“Quando vocêquer prever quando ondas altas de um swell chegariam a um porto, e vocêquer deixar o porto antes que essas ondas cheguem, então se vocêerrar a frequência da onda, então a velocidade com que as ondas estãose aproximando estãoerrada, — diz Eeltink.
O modelo de ondas atualizado da equipe estãona forma de um ca³digo de ca³digo aberto que outros poderiam usar, por exemplo, em simulações climáticas do potencial do oceano para absorver dia³xido de carbono e outros gases atmosfanãricos. O ca³digo também pode ser trabalhado em testes simulados de plataformas offshore e estruturas costeiras.
“O objetivo número um deste modelo éprever o que uma onda fara¡â€, diz Sapsis. “Se vocênão modelar a quebra das ondas corretamente, isso teria tremendas implicações em como as estruturas se comportam. Com isso, vocêpode simular ondas para ajudar a projetar estruturas melhor, com mais eficiência e sem grandes fatores de segurança.â€
Esta pesquisa éapoiada, em parte, pela Swiss National Science Foundation e pelo Escrita³rio de Pesquisa Naval dos EUA.