相关实验视频

变压器:具有剩余补偿的时间标记变压器,用于工业过程中的质量预测

Qiluo Xiong1, Yanhui Ren1, Fan Yang1

  • 1Department of Automation, Tsinghua University, Beijing 100084, China.

ISA transactions
|November 8, 2025
PubMed
概括

新的深度学习模型Resformer通过有效地从复杂的过程数据中学习来改进软传感器建模. 这种基于变压器的架构克服了传统自动编码器的局限性,增强了特征提取和模型泛化.

关键词:
质量预测 质量预测剩余补偿的剩余补偿软传感器 软传感器时间嵌入时间嵌入变压器变压器变压器

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