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Usinagem de descarga elétrica otimizada por IA para fabricação de precisão

Usinagem de descarga elétrica otimizada por IA para fabricação de precisão

JAGDISH PATTANAYAK / Rajendra Patel

61,51 €
IVA incluido
Disponible
Editorial:
KS OmniScriptum Publishing
Año de edición:
2025
Materia
Tecnología: cuestiones generales
ISBN:
9786208782504
61,51 €
IVA incluido
Disponible

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Sobre IBD

Maquinação por Descarga Eléctrica Optimizada por IA para Fabrico de Precisão Resumo A Maquinação por Descarga Eléctrica (EDM) é um processo de maquinação não tradicional amplamente utilizado que proporciona alta precisão e formas geométricas complexas em materiais difíceis de maquinar. No entanto, a otimização dos parâmetros de EDM continua a ser um desafio devido à sua natureza estocástica e à dependência de múltiplas variáveis de processo. A integração de técnicas de Inteligência Artificial (IA) na EDM surgiu como uma abordagem transformadora para melhorar a eficiência, a precisão e a qualidade da superfície. Este estudo explora várias metodologias baseadas em IA, como a aprendizagem automática, as redes neuronais artificiais, a lógica difusa e os algoritmos genéticos para otimizar os parâmetros do processo de EDM. O objetivo é desenvolver uma estrutura de otimização abrangente baseada em IA para melhorar o desempenho da maquinagem, reduzir o desgaste da ferramenta e aumentar as taxas de remoção de material.

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