Applications of hybrid models in chemical, petroleum, and energy systems: A systematic review

S Zendehboudi, N Rezaei, A Lohi - Applied energy, 2018 - Elsevier
Mathematical modeling and simulation methods are important tools in studying various
processes in science and engineering. In the current review, we focus on the applications of …

Hybrid semi-parametric modeling in process systems engineering: Past, present and future

M Von Stosch, R Oliveira, J Peres… - Computers & Chemical …, 2014 - Elsevier
Hybrid semi-parametric models consist of model structures that combine parametric and
nonparametric submodels based on different knowledge sources. The development of a …

Activated sludge wastewater treatment plant modelling and simulation: state of the art

KV Gernaey, MCM Van Loosdrecht, M Henze… - … modelling & software, 2004 - Elsevier
This review paper focuses on modelling of wastewater treatment plants (WWTP). White-box
modelling is widely applied in this field, with learning, design and process optimisation as …

Solid-state fermentation—are there any biotechnological advantages?

U Hölker, J Lenz - Current opinion in microbiology, 2005 - Elsevier
Solid-state fermentation (SSF) has developed in eastern countries over many centuries, and
has enjoyed broad application in these regions to date. By contrast, in western countries the …

Municipal wastewater treatment with pond technology: Historical review and future outlook

L Ho, PLM Goethals - Ecological Engineering, 2020 - Elsevier
Facing an unprecedented population growth, it is difficult to overstress the assets for
wastewater treatment of waste stabilization ponds (WSPs), ie high removal efficiency …

Optimization for high‐density cultivation of heterotrophic Chlorella based on a hybrid neural network model

Z Wu, X Shi - Letters in applied microbiology, 2007 - academic.oup.com
Aims: The purpose of this study was to develop a reliable hybrid neural network (HNN)
model for heterotrophic growth of Chlorella, based on which optimization for fed‐batch (FB) …

[PDF][PDF] Nonlinear model reduction for optimization based control of transient chemical processes

W Marquardt - AIChE Symposium Series, 2002 - researchgate.net
Optimization based control aims at maximizing the economical performance of a plant in a
transient environment employing nonlinear models. Model quality is crucial for achieving …

Modeling the microbial pretreatment of camelina straw and switchgrass by Trametes versicolor and Phanerochaete chrysosporium via solid-state fermentation …

CN Dao, LG Tabil, E Mupondwa… - Frontiers in …, 2023 - frontiersin.org
Advancing microbial pretreatment of lignocellulose has the potential not only to reduce the
carbon footprint and environmental impacts of the pretreatment processes from cradle-to …

Effect of water activity on gibberellic acid production by Gibberella fujikuroi under solid-state fermentation conditions

A Corona, D Sáez, E Agosin - Process Biochemistry, 2005 - Elsevier
The evolution of water activity during solid-state cultivation of Gibberella fujikuroi was
followed. A typical organic substrate, wheat bran and soluble starch, was used. Culture …

Reliable calibration and validation of phenomenological and hybrid models of high-cell-density fed-batch cultures subject to metabolic overflow

F Ibáñez, H Puentes-Cantor, L Bárzaga-Martell… - Computers & Chemical …, 2024 - Elsevier
Fed-batch cultures are the preferred operation mode for industrial bioprocesses requiring
high cellular densities. Avoids accumulation of major fermentation by-products due to …