Sep 2026· Sheng wu gong cheng xue bao = Chinese journal of biotechnology· Vol 42 9, pp.
3846-3866
· 0 citations
Medicine
TL;DR
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 precise guidance" was expounded.
This review focuses on the use of these data-driven approaches in optimizing complex
chemical processes using artificial intelligence. Non-linear reactions, multivariable control
parameters and high energy demand require advanced optimization techniques in industrial
chemical systems. With the increased availability of...
A. Kurhade, N. A. Balaji, P. Ramani et al.· ITEGAM- Journal of Engineeri...· 0 citations
This compilation aims to comprehensively address current approaches to modeling the fermentation process and quality parameters of dairy products using multi-omics technologies and artificial intelligence applications to provide current and important perspectives for industrial applications and future studies.
Murat Emre Terzioğlu, Zeynep Çağla Tekgül· Fermentation· 1 citation
Stability, yield, and interactions between variables in the process, combined with the risk of contamination, pose a challenge for optimization of microbial fermentation processes. In this work, FERM-AI, a novel risk-aware machine learning surrogate framework for benchmark evaluation of cellulase fermentation, is p...
Ritu Chauhan, Aarushi Mishra, M. Zuhairi et al.· Frontiers in Bioengineering...· 0 citations
Electro-osmotic dewatering (EOD) is a promising technology for enhanced sludge dewatering and volume reduction. However, its engineering application is constrained by multiphysics coupling, partially observed internal states, sludge variability, and trade-offs among dewatering efficiency, energy consumption, treatment...
Xing Zhang, Yu Huang, Ya-Fei Shi et al.· Waste Management· 0 citations
Industrial bioprocess development still depends heavily on off-line analytics such as HPLC, which, while accurate, are slow and limit real-time decision-making. Process Analytical Technologies (PAT) can overcome this barrier, with mid-infrared spectroscopy (mIR) offering fast, sensitive, and cost-effective monitoring....
Mario A. Torres-Acosta, N. Mohan, Yiheng Yang et al.· Scientific Reports· 0 citations
Accurate prediction of bioprocess scale-up is critical for accelerating the deployment of novel and sustainable biomanufacturing systems. However, this remains challenging as multi-scale data is expensive to generate and mechanistic understanding is often incomplete, leading upscaling decisions to rely heavily on empir...
Harvey Al-Ramadhan, Fernando Vega-Ramon, Keju Jing et al.· Biotechnology and Bioenginee...· 0 citations
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