Mar 17, 1998 · Figure 1: G2 Fermentation Expert architecture. Some of the specific capabilities of the system include: Real-time growth phase identification and characterization. Multivariate and metabolically-based alarming and advising. Fault detection. Soft sensor estimates. Sensor validation. Intelligent control. Historical trend analysis.