ISA transactions
Resformer: Time-token transformer with residual compensation for quality prediction in industrial processes.
Qiluo Xiong, Yanhui Ren, Fan Yang, Andrei Torgashov
Published: 202510.1016/j.isatra.2025.10.048
Abstract
In recent years, deep learning techniques have been increasingly adopted in soft sensor modeling, with the transformer architecture demonstrating notable advantages not only in natural language processing and image analysis but also in time-series mo…
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