[HTML][HTML] Machine learning driven building integrated photovoltaic (BIPV) envelope design optimization

ST Imalka, RJ Yang, Y Zhao - Energy and Buildings, 2024 - Elsevier
By integrating renewable energy systems (RESs) into buildings, Building-Integrated
Photovoltaics (BIPV) reshape the demand–supply relationship, offering substantial benefits …

Comparative study of regression vs pairwise models for surrogate-based heuristic optimisation

PS Naharro, P Toharia, A LaTorre, JM Peña - Swarm and Evolutionary …, 2022 - Elsevier
Heuristic optimisation is a popular tool for solving problems in the sciences and engineering
fields. These algorithms explore the search space by sampling solutions, evaluating their …

Design as Exploration: Multi-Objective and Multi-Disciplinary Optimization (MOMDO) of Indoor Sports Halls

D Yang - A+ BE| Architecture and the Built Environment, 2022 - journals.open.tudelft.nl
There are an increasing number of optimal-design paradigms used in architectural design
nowadays. In these paradigms, a design task is formulated, or partially formulated, as an …

Early Phase Performance Driven Design Assistance Using Generative Models

S Ampanavos - 2022 - search.proquest.com
Form-finding in the current performance-driven design methodology of architectural design
is typically formulated as a design optimization problem. Although effective in engineering or …

[PDF][PDF] Optimisation en conception architecturale: les alternatives aux algorithmes génétiques

T Dissaux - 2018 - orbi.uliege.be
Aujourd'hui, l'optimisation arrive en phase finale des projets de grande envergure. Les
ingénieurs sont alors chargés d'optimiser certains aspects tels que la structure, l'énergie …

[PDF][PDF] Optimisation dans la conception architecturale

T Dissaux - 2018 - matheo.uliege.be
Ces dernières années, le développement du paramétrique a pris de l'importance en
architecture et avec lui est apparu un nouvel engouement pour les méthodes d'optimisation …