Materials, Journal Year: 2024, Volume and Issue: 17(22), P. 5648 - 5648
Published: Nov. 19, 2024
Selective laser melting (SLM) technology is a high-end dual-use that implemented in aerospace and medical equipment, as well the automotive industry other military civilian industries, urgently needed for major equipment manufacturing national defense industries. This paper examines challenges of uncontrollable service states inability to ensure safety SLM metal parts under nonlinear complex operating conditions. An overview prediction status was introduced, an effective approach solving problem provided this paper. In approach, cross-scale coupling mechanism between mesoscopic damage evolution macroscopic state clarified by tracking process based on ultrasonic responses. The failure organically integrated with hidden information from monitoring big data, “chimeric” model accurately evaluate constructed. Combining ultrasound data artificial intelligence construct consummate corresponding methods theories evaluating way reveal mechanisms factor coupling, describe characterize proposed will provide theoretical basis technical guarantee precise management parts’ key fields such aerospace, industry.
Language: Английский