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- Gopakumar, Vineet, et al. Show all 3 Authors
- Biochemical engineering journal 2018 v.136 pp. 28-39
- data collection; fermentation; models; penicillins
- ... Developing accurate and robust sensors for nonlinear and highly varying systems is a challenge. Deep learning, an advanced technique to learn deep architectures, has become a popular training strategy while dealing with complex problems. In this paper, deep learning has been introduced to develop data driven soft sensors for estimating crucial parameters in two fermentation processes, namely, Stre ...