N-CMAPSS 数据集提供了模拟运行到失败的过程。大型涡扇发动机小型舰队的轨迹示意图如图2所示。综合生成使用 CMAPSS 引擎模拟器建立模拟器的示意图如图8所示。3对数据生成方法进行了详细的讨论通过比较图3和图2,可以看出CMAPSS 是涡扇发动机的高保真模型。 共有8个数据集使用 CMAPSS 模拟器进行模拟,表一给出了数据集的...
N-CMAPSS_DL DL evaluation on N-CMAPSS Turbo fan engineCMAPSS [1] Prerequisites Sample creator Following the below instruction, you can create training/test sample arrays for machine learning model (especially for DL architectures that allow time-windowed data as input) from NASA's N-CMAPSS ...
Make sure to have the CMAPSS dataset files atdata/ncmapss/N-CMAPSS_DS02-006.h5(you can use other subsets by modifying arguments inbayesful/ncmapss/generate_files.py) Launch the script poetry run python -m bayesrul.ncmapss.generate_files ...