基于多特征时序标记Transformer的凿岩机故障分类与预测

秦念稳

Fault classification and prediction of rock drill based on multi-feature time-series labeling Transformer

Nianwen QIN

表3 各模型性能指标对比

Table 3 Comparison of performance indicators of each model

模型 A/% R/% CNN 87.653 86.927 LSTM 88.717 88.036 CNN-LSTM 89.236 88.592 RNN 88.601 87.814 iTransformer 90.125 89.471 多特征时序标记Transformer 93.233 92.133