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Smart additive manufacturing: Current artificial intelligenceenabled methods and future perspectives 被引量:5

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摘要 Additive manufacturing(AM) has been increasingly used in production. Because of its rapid growth, the efficiency and robustness of AM-based product development processes should be improved. Artificial intelligence(AI) is a powerful tool that has outperformed humans in numerous complex tasks. AI-enabled intelligent agents can reduce the workforce required to scale up AM production and achieve higher resource utilization efficiency. This study provides an introduction of AI techniques. Then,the current development of AI-enabled AM product development is investigated. Existing intelligent agents are used for problems in product design, process design and production stages. Based on the review, current research gaps and future research directions are identified. To guide future development of more efficient and comprehensive intelligent agents, a smart AM framework based on cloud-edge computing is proposed. Global consideration can be realized in the cloud environment, and a fast response can be achieved at the edge nodes.
出处 《Science China(Technological Sciences)》 SCIE EI CAS CSCD 2020年第9期1600-1611,共12页 中国科学(技术科学英文版)
基金 supported by the National Natural Science Foundation of China (Grant No. 51890885) the Natural Science Foundation of Zhejiang Province (Grant No. LY19E050019)。
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