Applied AI Techniques in the Process Industry identifies and categorizes the various hybrid models available that integrate data-driven models for energy-relevant systems and processes with different forms of process knowledge and domain expertise. State-of-the-art techniques such as reduced-order modeling, sparse identification, and physics-informed neural networks are comprehensively summariz…
Barrier Engineering: Models and Methods for Technical Safety is based on the philosophy of risk management, providing a thorough guide on identifying, analyzing, designing, operating, and maintaining safety barriers. It presents general theories, models, and both qualitative and quantitative analysis approaches, addressing both design and operational challenges for technical and non-technical b…
This book provides an indispensable reference guide to the sustainable control and treatment of biomass residues from a wide variety of agroindustrial sources, e.g. sugarcane, livestock, pulp & paper, food wastes, among others. Pursuing a structured and clear approach, the book opens with a general introduction to biomass, sustainability and environmental chemistry aspects, and on how the us…