An integrated supervised learning solution for monitoring process mean vector

An in situ probe for on-line monitoring

An in situ probe for on-line monitoring of cell density and viability on the basis of dark field microscopy in conjunction with image processing and supervised machine learning

✍ Ning Wei; Jia You; Karl Friehs; Erwin Flaschel; Tim Wilhelm Nattkemper 📂 Article 📅 2007 🏛 John Wiley and Sons 🌐 English ⚖ 536 KB

## Abstract Fermentation industries would benefit from on‐line monitoring of important parameters describing cell growth such as cell density and viability during fermentation processes. For this purpose, an __in situ__ probe has been developed, which utilizes a dark field illumination unit to obta