Illustrating techniques in model development, signal processing, data reconciliation, process monitoring, quality assurance, intelligent real-time process supervision, and fault detection and diagnosis, this work offers simulation and control strategies for batch fermentation applications in the food, pharmaceutical, and chemical industries.