SYSTEM AND METHOD FOR PREDICTING MATERIAL PERFORMANCE OF PARTS TO BE ADDITIVELY MANUFACTURING

• Main Authors: BAKER ANDREW H, LOTT JOSEPH, BERGLIND LARS ANDERS, PARDO LEAH E, THOMAS BRYAN J, MCDONALD ERIC
• Format: Patent
• Language: Chinese; English
• Published: 11.06.2024
• Subjects: CALCULATING; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS; COMPUTING; COUNTING; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

The invention relates to a system and method for predicting material performance of a part to be additively manufactured. A method for predicting material performance of a part to be additively manufactured is provided. The method includes additive manufacturing a plurality of standard parts, and obtaining a heat distribution at selected predetermined locations of a physical sample of the plurality of standard parts during additive manufacturing of the plurality of standard parts. The method further includes storing the thermal profiles and the corresponding material properties of the physical samples of the plurality of standard parts in a database. The method further includes running a machine learning algorithm to predict material performance of the part to be additively manufactured based on the heat distributions of the physical samples of the plurality of standard parts stored in the database and the corresponding material performance. 本申请涉及用于预测将被增材制造的零件的材料性能的系统和方法。提供一种用于预测将被增材制造的零件的材料性能的方法。该方法包括增材制造多个标