Neural network‐based offset‐free model predictive control for nonlinear systems
AIChE Journal, Volume 72, Issue 2, February 2026.Abstract This paper proposes an offset‐free model predictive control (MPC) framework for nonlinear systems modeled using neural network‐based nonlinear autoregressive models with exogenous inputs (NARX). To address plant‐model mismatch and ensure offset‐free tracking, the NARX model is augmented with an integrating disturbance model, resulting in an ...
Hesam Hassanpour, Prashant Mhaskar
wiley +1 more source
Biocarbon Emissions and Risks Assessment in Pyrolysis and Combustion. [PDF]
ACS OmegaBouesso B +4 more
europepmc +1 more source
Lipase‐Mediated Synthesis of Biodiesel Using Blended Alcohol in a Packed‐Bed Reactor System
Journal of the American Oil Chemists' Society, Volume 103, Issue 2, Page 123-128, February 2026.ABSTRACT The use of lipases in biodiesel production has gained attention as a more sustainable and efficient alternative to chemical catalysts, attributed to their operational reusability and minimal environmental impact. As an innovative approach in this study, a blended alcohol composed of 20 mol% methanol and 80 mol% 1‐butanol was employed as the ...
TingTing Zhao +3 more
wiley +1 more source
Process Analysis of PMMA Dental Waste Depolymerization in Semi-Batch Reactors. [PDF]
Polymers (Basel)Ferreira AC +9 more
europepmc +1 more source
Self‐Driving Development of Perfusion Processes for Monoclonal Antibody Production
Biotechnology and Bioengineering, Volume 123, Issue 2, Page 391-405, February 2026.ABSTRACT The development of autonomous agents in bioprocess development is crucial for advancing biopharma innovation. Time and resources required to develop and transfer a process for clinical material generation can be significantly decreased. While robotics and machine learning have greatly accelerated drug discovery and initial screening, the later
Chethana Janardhana Gadiyar +10 more
wiley +1 more source
The Use of Metal Oxides (Al<sub>2</sub>O<sub>3</sub> and ZrO<sub>2</sub>) and Supports (Glass and Kaolin) to Enhance DBD Plasma-Catalytic CO<sub>2</sub> Conversion. [PDF]
Materials (Basel)Dorosz A +5 more
europepmc +1 more source
ChemBioEng Reviews, Volume 13, Issue 1, February 2026.Microorganisms generate versatile biosurfactants with a wide range of uses. Although cost issues still exist, industrial interest is growing because to the advantages of sustainability, which are enhanced by genetic engineering; life cycle evaluation is crucial for scalable, environmentally responsible production.
Lavanya M., Rishabh Agarwala
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Multi-objective optimization design of microchannel reactors for Fischer-Tropsch synthesis using CFD, GENN, and NSGA-II. [PDF]
RSC AdvRen S, Wang Y.
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ChemistryEurope, Volume 4, Issue 2, February 2026.A ternary metal catalyst system based on Pd/C, Pt/C, and Ru/C is found to be highly effective and robust for oxidizing alcohols to carboxylic acids using molecular oxygen. Combining the catalytic oxidation system with continuous flow, the conversion of 5‐hydroxymethylfurfural (HMF) into 2,5‐furandicarboxylic acid (FDCA), a bioplastics precursor, is ...
Mamoru Hyodo +5 more
wiley +1 more source
Continuous Production of Methyl Lactate from Hemicellulosic Sugars: Identifying and Sorting out Sn-USY-Based Catalyst Deactivation. [PDF]
ACS Sustain Chem EngJiménez-Martín JM +8 more
europepmc +1 more source