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Open access Oct 2026

Explicit Feature Extraction and Soft Sensing Application for Chemical Processes Based on Dynamic Symbolic Regression Network

Quality indicators are critical for process monitoring and safety assessment in industrial chemical processes, yet their online measurement remains difficult or cost-prohibitive. This work presents a transparent and accurate soft sensor development framework termed the Dynamic Symbolic Regression Network (DSRN), which...

Cheng Ji, Chi Zhai, Jing-Zhi Rao et al. · 0 citations
Open access Sep 2026

Stability enhancement for bioethanol fermentation: Modelling and experimental validation of self‐cycling fermentation and ISPR ‐integrated systems

This study addresses the productivity limitations of batch ethanol fermentation (low operational efficiency, prolonged downtime) and operational instabilities in continuous systems (substrate loss, process fluctuations) by investigating two innovative configurations for long‐term stable fermentation: the self‐cycling...

Wen-Liang Li, Chen Liang, Chi Zhai · 0 citations

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