Hai-Yan Zhou

[Machine learning-based optimization strategies for fermentation processes].

This paper systematically reviewed the latest research progress on the closed-loop intelligent fermentation control systems, spanning from underlying data perception to high-level decision-making and the transformation of fermentation control from traditional "macroscopic feeding regulation" to "microscopic metabolic p...