BIM-based graph data model for automatic generative design of modular buildings

VJL Gan - Automation in Construction, 2022 - Elsevier
As volumetric modular construction is gaining attention worldwide, there is a growing
interest in the representation and model-based data exchange for modular buildings to …

Gaps and requirements for automatic generation of space layouts with optimised energy performance

T Du, M Turrin, S Jansen… - Automation in …, 2020 - Elsevier
Due to the critical need for reducing carbon emissions, the demand for energy-efficient
building design is urgent. Studies have shown that space layouts affect energy performance …

Methodology for preliminary design of buildings using multi-objective optimization based on performance simulation

BR Zemero, MEL Tostes… - Journal of solar …, 2019 - asmedigitalcollection.asme.org
Buildings' energy consumption has a great energetic and environmental impact worldwide.
The architectural design has great potential to solve this problem because the building …

Research framework for development of building performance simulation tools for early design stages

PB Purup, S Petersen - Automation in Construction, 2020 - Elsevier
Recent research on identification of user barriers for the adoption of building performance
simulation (BPS) tools indicates that architects wants to use the output from BPS to inform …

A decision support tool for building design: An integrated generative design, optimisation and life cycle performance approach

Y Schwartz, R Raslan, I Korolija… - International Journal of …, 2021 - journals.sagepub.com
Building performance evaluation is generally carried out through a non-automated process,
where computational models are iteratively built and simulated, and their energy demand is …

Design exploration by using a genetic algorithm and the Theory of Inventive Problem Solving (TRIZ)

A Khodadadi, P Von Buelow - Automation in Construction, 2022 - Elsevier
This paper presents a computational design exploration method called GA+ TRIZ, which
aids designers in defining the design problem clearly, making a parametric model where …

Refurbish or replace? The life cycle carbon footprint and life cycle cost of refurbished and new residential archetype buildings in London

Y Schwartz, R Raslan, D Mumovic - Energy, 2022 - Elsevier
The environmental performance of existing buildings can have a major role in achieving
significant reductions in CO 2 emissions: In the UK, around 75% 2050's housing stock has …

[PDF][PDF] DEEP-PERFORMANCE

S YOUSIF, D BOLOJAN - Proceedings of the 26th CAADRIA …, 2021 - researchgate.net
In this study, we introduce a newly developed method called Deep-Performance, to enable
automatic environmental performance simulation prediction without the need to perform …

Integrated building life cycle carbon and cost analysis embedding multiple optimisation levels

S Eleftheriadis, Y Schwartz, RM Raslan… - Building Simulation …, 2018 - discovery.ucl.ac.uk
Because the optimisation of various building components and structural systems is often
performed in isolation, this study developed an integrated approach for the optimisation of …

An integrated thermal simulation & generative design decision support framework for the refurbishment or replacement of buildings: a life cycle performance …

Y Schwartz - 2018 - discovery.ucl.ac.uk
The environmental performance of existing buildings can have a major role in achieving the
CO2 reduction targets, set out by the UK government. In the UK, new buildings account for …