Browsing by Author "Vázquez, Daniel"
Now showing items 1-7 of 7
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A tailored decomposition approach for optimization under uncertainty of carbon removal technologies in the EU power system
Negri, Valentina; Vázquez, Daniel; Grossmann, Ignacio E.; Guillén-Gosálbez, Gonzalo (Computers & Chemical Engineering. 2024;187, August :108691, 2024-05-22)The broad portfolio of negative emissions technologies calls for integrated analyses to explore the synergies between them and the power sector, with which they display strong links. These analyses ... -
Algebraic surrogate-based flexibility analysis of process units with complicating process constraints
Forster, Tim; Vázquez, Daniel; Fons, Isabela; Guillén-Gosálbez, Gonzalo (Computers & Chemical Engineering. 2024;184:108630, 2024-03-11)Flexibility analyses are widespread in chemical engineering to quantify allowed deviations from nominal conditions. Standard approaches to perform flexibility analysis can be hard to apply if process ... -
Hybrid analytical surrogate-based process optimization via Bayesian symbolic regression
Jog, Sachin; Vázquez, Daniel; Santos, Lucas F.; Caballero, José A.; Guillén-Gosálbez, Gonzalo (Computers & Chemical Engineering. 2024;182:108563, 2024-01-09)Modular chemical process simulators are widespread in chemical industries to design and optimize production processes with sufficient accuracy. However, convergence issues and entrapment in local optima ... -
Level of decoupling between economic growth and environmental pressure on Earth-system processes
Vázquez, Daniel; Galán-Martín, Ángel; Tulus, Victor; Guillén-Gosálbez, Gonzalo (Sustainable Production and Consumption 2023, 43, 217-229, 2023-12)Ensuring economic growth without challenging the Earth's resiliency is crucial to achieving sustainable development. Capitalizing on the planetary boundaries framework as the limits to growing safely, ... -
Machine learning uncovers analytical kinetic models of bioprocesses
Forster, Tim; Vázquez, Daniel; Guillén-Gosálbez, Gonzalo (Chemical Engineering Science. 2024;300:120606, 2024-08-30)Identifying suitable kinetic models for bioprocesses is a complex task, particularly when interpretable models are sought. Classical machine learning algorithms are gaining wide interest to simulate ... -
Multi-Objective Optimization of a Hybrid Fossil/Renewable Carbon Methanol Cluster
Jog, Sachin; Medrano-García, Juan D.; Vázquez, Daniel; Guillén-Gosálbez, Gonzalo (ACS Sustainable Chemistry & Engineering 2025, 13 (4), 1473-1483, 2025-02-03)Replacing fossil carbon- with renewable carbon-based technologies is imperative for transitioning to sustainable chemical production. However, most production pathways based on renewable carbon are ... -
Sustainable Development Goals-Based Prospective Process Design Using Hybrid Modeling
Jog, Sachin; Vázquez, Daniel; Santos, Lucas F.; Medrano-García, Juan D.; Guillén-Gosálbez, Gonzalo (Industrial & Engineering Chemistry Research 2025, 64 (5), 2816–2830, 2025-02-05)Replacing fossil technologies with renewable carbon-based technologies is of vital importance for the development of sustainable chemical processes in the future. However, impacts beyond climate change ...