Recent trends on hybrid modeling for Industry 4.0
The chemical processing industry has relied on modeling techniques for process monitoring,
control, diagnosis, optimization, and design, especially since the third industrial revolution …
control, diagnosis, optimization, and design, especially since the third industrial revolution …
[HTML][HTML] Maximizing information from chemical engineering data sets: Applications to machine learning
It is well-documented how artificial intelligence can have (and already is having) a big
impact on chemical engineering. But classical machine learning approaches may be weak …
impact on chemical engineering. But classical machine learning approaches may be weak …
[HTML][HTML] Multi-agent-based energy management of multiple grid-connected green buildings
SS Ghazimirsaeid, MS Jonban… - Journal of Building …, 2023 - Elsevier
Integration of distributed energy resources (DER) in electrical microgrids introduces
residential green buildings (RGB) with a promising decrement in fossil fuel consumption …
residential green buildings (RGB) with a promising decrement in fossil fuel consumption …
Liquid air as an emerging energy vector towards carbon neutrality: A multi-scale systems perspective
Liquid air has recently emerged as a new energy vector that has the ability to reserve
considerable amounts of renewable energy as both cold and power. Liquid air used for …
considerable amounts of renewable energy as both cold and power. Liquid air used for …
[HTML][HTML] Process intensification 4.0: A new approach for attaining new, sustainable and circular processes enabled by machine learning
EA López-Guajardo, F Delgado-Licona… - … and Processing-Process …, 2022 - Elsevier
This paper reviews system-level transformations converging into the next generation of
Process Intensification strategies defined as PI4. 0. Process Intensification 4.0 uses data …
Process Intensification strategies defined as PI4. 0. Process Intensification 4.0 uses data …
[HTML][HTML] A digital twin-based adaptive optimization approach applied to waste heat recovery in green steel production: Development and experimental investigation
L Kasper, P Schwarzmayr, F Birkelbach, F Javernik… - Applied Energy, 2024 - Elsevier
Renewable-dominated power grids will require industry to run their processes in
accordance with the availability of energy. At the same time, digitalization introduces new …
accordance with the availability of energy. At the same time, digitalization introduces new …
Intensification of catalytic reactors: a synergic effort of multiscale modeling, machine learning and additive manufacturing
M Bracconi - Chemical Engineering and Processing-Process …, 2022 - Elsevier
The intensification of catalytic reactors is expected to play a crucial role to address the
challenges that the chemical industry is facing in the transition to more sustainable …
challenges that the chemical industry is facing in the transition to more sustainable …
A review of ev battery utilization in demand response considering battery degradation in non-residential vehicle-to-grid scenarios
A Leippi, M Fleschutz, MD Murphy - Energies, 2022 - mdpi.com
Integrating fleets of electric vehicles (EVs) into industrial applications with smart grids is an
emerging field of important research. It is necessary to get a comprehensive overview of …
emerging field of important research. It is necessary to get a comprehensive overview of …
The integration of scheduling and control: Top-down vs. bottom-up
The flexible operation of continuous processes often requires the integration of scheduling
and control. This can be achieved by top-down or bottom-up approaches. We compare the …
and control. This can be achieved by top-down or bottom-up approaches. We compare the …
Optimization of co-production air separation unit based on MILP under multi-product deterministic demand
Optimizing gas distribution is one of the most important energy management issues in
process industries such as metallurgy and the chemical industry. The air separation unit …
process industries such as metallurgy and the chemical industry. The air separation unit …