Development of surrogate model using CFD and deep neural networks to optimize gas detector layout

Toxic gas release modeling for real-time analysis using variational autoencoder with convolutional neural networks

(2018) Jonggeol Na et al.   CHEMICAL ENGINEERING SCIENCE

Optimal placement of gas detectors: A P-median formulation considering dynamic nonuniform unavailabilities

(2016) A. J. Benavides-Serrano et al.   AICHE JOURNAL

A hybrid anchored-ANOVA – POD/Kriging method for uncertainty quantification in unsteady high-fidelity CFD simulations

(2016) Luca Margheri et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A CFD-based approach for gas detectors allocation

(2016) Richart Vázquez-Román et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

A quantitative assessment on the placement practices of gas detectors in the process industries

(2015) A.J. Benavides-Serrano et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Meta-modelling for fast analysis of CFD-simulated vapour cloud dispersion processes

(2014) Ke Wang et al.   COMPUTERS & CHEMICAL ENGINEERING

Large-eddy simulation of approaching-flow stratification on dispersion over arrays of buildings

(2013) Zheng-Tong Xie et al.   ATMOSPHERIC ENVIRONMENT

A Stochastic Programming Approach for the Optimal Placement of Gas Detectors: Unavailability and Voting Strategies

(2013) A. J. Benavides-Serrano et al.   INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH

A stochastic programming approach for gas detector placement using CFD-based dispersion simulations

(2012) S.W. Legg et al.   COMPUTERS & CHEMICAL ENGINEERING

Optimal gas detector placement under uncertainty considering Conditional-Value-at-Risk

(2012) S.W. Legg et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

Validation of FLACS against experimental data sets from the model evaluation database for LNG vapor dispersion

(2010) Olav R. Hansen et al.   JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES

CFD model simulation of dispersion from chlorine railcar releases in industrial and urban areas

(2008) Steven R. Hanna et al.   ATMOSPHERIC ENVIRONMENT