一种基于可解释神经网络模型的压缩机功率软测量方法

王煜林, 周登极, 郝佳瑞, 黄大文

A Compressor Power Soft-Sensing Method Based on Interpretable Neural Network Model

WANG Yulin, ZHOU Dengji, HAO Jiarui, HUANG Dawen

表2 压缩机输入功率预测准确率

Tab.2 Accuracy of input power prediction of compressor

训练样本 模型A 模型B 模型C RMSE/% MAE/% RMSE/% MAE/% RMSE/% MAE/% 数据集1 0.95 0.83 0.99 0.81 0.94 0.49 数据集2 6.35 5.27 2.14 1.94 1.28 0.73