Ten questions concerning reinforcement learning for building energy management

Autor: Nagy, Zoltan, Henze, Gregor, Dey, Sourav, Arroyo, Javier, Helsen, Lieve, Zhang, Xiangyu, Chen, Bingqing, Amasyali, Kadir, Kurte, Kuldeep, Zamzam, Ahmed, Zandi, Helia, Drgoňa, Ján, Quintana, Matias, McCullogh, Steven, Park, June Young, Li, Han, Hong, Tianzhen, Brandi, Silvio, Pinto, Giuseppe, Capozzoli, Alfonso, Vrabie, Draguna, Bergés, Mario, Nweye, Kingsley, Marzullo, Thibault, Bernstein, Andrey

Publikováno v: In Building and Environment 1 August 2023 241

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Towards the automatic generation of zonal models from CFD simulations

Autor: Marzullo, Thibault

This doctoral thesis presents a novel computational tool chain able to automatically extract zonal models from CFD simulations of the built environment in order to provide accurate and rapid predictions of indoor temperature distributions. This docto

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______1513::f5df88e7958c73ba1837aaccd49a0a73
http://hdl.handle.net/10379/15875

An Evaluation of Computational Algorithms in the Automatic Generation of Zonal Reduced-Order Models from CFD Simulations

Autor: Marzullo, Thibault, Keane, Marcus, Geron, Marco, Monaghan, Rory F.D.

Publikováno v: Marzullo, T, Keane, M, Geron, M & Monaghan, R F D 2018, An Evaluation of Computational Algorithms in the Automatic Generation of Zonal Reduced-Order Models from CFD Simulations . in Proceedings of the International Building Performance Simulation Association: Building Simulation and Optimization 2018 Emmanuel College, University of Cambridge, 11-12 September 2018 . IBPSA, Building Simulation and Optimization, Cambridge, United Kingdom, 11/09/2018 . < https://www.bso2018.event.cam.ac.uk/ >

The present study compares the accuracy and time to solution of three different algorithms used in automatic Reduced-Order Model (ROM) generation. This is part of an effort to develop a systematic tool chain for automatically extracting accurate ROMs

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=od______2607::f42edd59aad3b0c55ca37e472a223d12
https://pure.qub.ac.uk/en/publications/an-evaluation-of-computational-algorithms-in-the-automatic-generation-of-zonal-reducedorder-models-from-cfd-simulations(3b50fc05-41ef-4445-8753-1b2a90cd066a).html