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Design method of photocuring ceramic slurry, ceramic slurry and hollow turbine blade
The invention discloses a design method of photocuring ceramic slurry, the ceramic slurry and a hollow turbine blade. The design method comprises the following steps: preparing a plurality of ceramic slurries with different component proportions; carrying out curing thickness test and precision test on the ceramic slurry under different process parameters; preparing a ceramic sample by using the ceramic slurry, and carrying out a fracture resistance test on the ceramic sample; establishing a machine learning model based on the ceramic slurry and test data of a curing thickness test, a precision test and a fracture resistance test corresponding to the ceramic slurry; and optimizing the machine learning model to obtain an optimal ceramic slurry component proportion and corresponding process parameters. According to the method, the component proportion of the required ceramic slurry and the corresponding photocuring process parameters can be rapidly and effectively designed, and the process of experimental design and verification is greatly reduced.
本申请公开了一种光固化陶瓷浆料的设计方法、陶瓷浆料及空心涡轮叶片。其中，设计方法方法包括：制备多种不同成分配比的陶瓷浆料；对所述陶瓷浆料进行不同工艺参数下的固化厚度测试和精度测试；利用所述陶瓷浆料制备陶瓷试样，对所述陶瓷试样进行抗折测试；基于所述陶瓷浆料及其对应下的固化厚度测试、精度测试和抗折测试的测试数据，建立机器学习模型；对所述机器学习模型进行优化，获得最优的陶瓷浆料成分配比以及相应的工艺参数。本发明能够快速有效地设计出所需陶瓷浆料的成分配比以及相对应的光固化工艺参数，大大减少实验设计和验证的过程。
Design method of photocuring ceramic slurry, ceramic slurry and hollow turbine blade
The invention discloses a design method of photocuring ceramic slurry, the ceramic slurry and a hollow turbine blade. The design method comprises the following steps: preparing a plurality of ceramic slurries with different component proportions; carrying out curing thickness test and precision test on the ceramic slurry under different process parameters; preparing a ceramic sample by using the ceramic slurry, and carrying out a fracture resistance test on the ceramic sample; establishing a machine learning model based on the ceramic slurry and test data of a curing thickness test, a precision test and a fracture resistance test corresponding to the ceramic slurry; and optimizing the machine learning model to obtain an optimal ceramic slurry component proportion and corresponding process parameters. According to the method, the component proportion of the required ceramic slurry and the corresponding photocuring process parameters can be rapidly and effectively designed, and the process of experimental design and verification is greatly reduced.
本申请公开了一种光固化陶瓷浆料的设计方法、陶瓷浆料及空心涡轮叶片。其中，设计方法方法包括：制备多种不同成分配比的陶瓷浆料；对所述陶瓷浆料进行不同工艺参数下的固化厚度测试和精度测试；利用所述陶瓷浆料制备陶瓷试样，对所述陶瓷试样进行抗折测试；基于所述陶瓷浆料及其对应下的固化厚度测试、精度测试和抗折测试的测试数据，建立机器学习模型；对所述机器学习模型进行优化，获得最优的陶瓷浆料成分配比以及相应的工艺参数。本发明能够快速有效地设计出所需陶瓷浆料的成分配比以及相对应的光固化工艺参数，大大减少实验设计和验证的过程。
Design method of photocuring ceramic slurry, ceramic slurry and hollow turbine blade
光固化陶瓷浆料的设计方法、陶瓷浆料及空心涡轮叶片
LIANG JINGJING (author) / MU YAHANG (author) / LI JINGUO (author) / ZHOU YIZHOU (author) / SUN XIAOFENG (author)
2023-04-07
Patent
Electronic Resource
Chinese
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