IS
Authored
13 records found
Optimising High-Rise Buildings for Self-Sufficiency in Energy Consumption and Food Production Using Artificial Intelligence
Case of Europoint Complex in Rotterdam
The increase in global population, which negatively affects energy consumption, CO2 emissions, and arable land, necessitates designing sustainable habitation alternatives. Self-sufficient high-rise buildings, which integrate (electricity) generation and efficient usage of resourc
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Optimal Design of new Hospitals
A Computational Workflow for Stacking, Zoning, and Routing
The paper proposes a generative design workflow for three major hospital layout planning steps to satisfy multiplex configurational requirements. The initial step is stacking through clustering functional spaces into floor plans, for which a spectral method is presented. Subseque
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Multi-zone optimisation of high-rise buildings using artificial intelligence for sustainable metropolises. Part 2
Optimisation problems, algorithms, results, and method validation
High-rise building optimisation is becoming increasingly relevant owing to global population growth and urbanisation trends. Previous studies have demonstrated the potential of high-rise optimisation but have been focused on the use of the parameters of single floors for the enti
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Impacts of problem scale and sampling strategy on surrogate model accuracy
An application of surrogate-based optimization in building design
Surrogate-based Optimization is a useful approach when the objective function is computationally expensive to evaluate, compared to Simulation-based Optimization. In the surrogate-based method, analytically tractable “surrogate models” (also known as “Response Surface Models — RS
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This study presents a systematic review and summary of performative computational architecture using swarm and evolutionary optimisation. The taxonomy for one hundred types of studies is presented herein that includes different sub-categories of performative computational archite
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Multi-disciplinary and multi-objective optimization problem re-formulation in computational design exploration
A case of conceptual sports building design
The benefits of applying multi-objective optimization (MOO) in building design have been increasingly recognized in recent decades. The existing or traditional computational design optimization (CDO) approaches mostly focus on optimization problem solving (OPS), as they often con
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Multi-zone optimisation of high-rise buildings using artificial intelligence for sustainable metropolises. Part 1
Background, methodology, setup, and machine learning results
Designing high-rise buildings is one of the complex tasks of architecture because it involves interdisciplinary performance aspects in the conceptual phase. The necessity for sustainable high-rise buildings has increased owing to the demand for metropolises based on population gr
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Toward an Environmental Database
Exploring the material properties from the point cloud data of the existing environment
The utilization of point cloud as a 3D laser scanning product has reached across
multi-disciplines in terms of data processing, data visualization, and data
analysis. This study particularly investigates further the use of typical attributes
of raw point cloud data consisting of
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A discrete event simulation procedure for validating programs of requirements
The case of hospital space planning
This paper introduces a Discrete-Event Simulation (DES) tool developed as a parametric CAD program for validating a program of requirements (PoR) for hospital space planning. The DES model simulates the procedures of processing of patients treated by doctors, calculating patient
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Modelling walking and cycling accessibility and mobility
The effect of network configuration and occupancy on spatial dynamics of active mobility
Purpose: The most sustainable forms of urban mobility are walking and cycling. These modes of transportation are the most environmental friendly, the most economically viable and the most socially inclusive and engaging modes of urban transportation. To measure and compare the ef
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Integrating the Multi-Functional Space and Long-Span Structure for Sports Arena Design
A design exploration process based on design optimization and self-organizing map
The multi-functional space of sports arena is highly related to the long-span structure. To support the integration of these two aspects, design optimization combining parametric modeling, performance simulations, and searching algorithm can be used. However, optimization is powe
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The increasing population density in urban areas simultaneously impacts the trend of energy consumption in building sectors and the urban heat island (UHI) effects of urban infrastructure. Accordingly, passive design strategies to create sustainable buildings play a major role in
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Configurbanist
Urban Configuration Analysis for Walking and Cycling via Easiest Paths
In a quest for promoting sustainable modes of mobility, we have revisited how feasible and suitable is it for people to walk or cycle to their destinations in a neighbourhood. We propose a few accessibility measures based on an 'Easiest Path' algorithm that provides also actual t
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Contributed
7 records found
A Spatial Dialogue in the emerging city of Addis Ababa
Bridging the Gaps between Informality and Formality
The Master's thesis "A Spatial Dialogue in the emerging city of Addis Ababa" explores the intricate dynamics between formal and informal housing in Addis Ababa, Ethiopia. Authored by a German-Ethiopian architectural designer, the thesis critically examines the oversimplified cate
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Computational Design of Indoor Arenas (CDIA)
Integrating multi-functional spaces and long-span roof structures
Indoor arenas are important public buildings catering for various activities (e.g., sports events, stage performances, assemblies, exhibitions, and daily sports for the public) and serving as landmarks in urban contexts. The multi-functional space and long-span roof structure of
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HOPCA
Hospital Layout Design Optimization using Computational Architecture
Hospitals are known as functionally complex buildings in various ways, namely due to their non-trivial spatial connectivity requirements. A spatial configuration has an impact on human behavior, human movement patterns and should match with the operational logic of the buildings.
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Solar Geometry in Performance of the Built Environment
An Integrated Computational Design Method for High-Performance Building Massing Based on Attribute Point Cloud Information
As part of the passive design strategy, the development of computational solar envelopes plays a major role to construct a cooperative environmental performance exchange between new buildings and their local contexts. However, the state-of-the-art computational solar envelopes po
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Configraphics
Graph Theoretical Methods for Design and Analysis of Spatial Configurations
This dissertation reports a PhD research on mathematical-computational models, methods, and techniques for analysis, synthesis, and evaluation of spatial configurations in architecture and urban design. Spatial configuration is a technical term that refers to the particular way i
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Towards Self-Sufficient High-Rises
Performance Optimisation using Artificial Intelligence
Population growth and urbanisation trends bring many consequences related to the increase in global energy consumption, CO2 emissions and a decrease in arable land per person. High‑rises have been one of the inevitable buildings of metropoles to provide extra floor space since th
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Architectural Design Performance Through Computational Intelligence
A Comprehensive Decision Support Framework
Identification of design solutions for a built environment that caters to the human needs at all levels, and more specifically, to the needs of the clients and the society, is the main task addressed by architectural design. Architectural design is a prime example of a design tas
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