Cumincad : CUMINCAD Papers : Search Results

CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

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_id	acadia16_116
id	acadia16_116
authors	Davis, Daniel
year	2016
title	Evaluating Buildings with Computation and Machine Learning
source	ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 116-123
doi	https://doi.org/10.52842/conf.acadia.2016.116
summary	Although computers have significantly impacted the way we design buildings, they have yet to meaningfully impact the way we evaluate buildings. In this paper we detail two case studies where computation and machine learning were used to analyze data produced by building inhabitants. We find that a building’s ‘data exhaust’ provides a rich source of information for longitudinally analyzing people’s architectural preferences. We argue that computation-driven evaluation could supplement traditional post occupancy evaluations.
keywords	spatial analytics, machine learning, post occupancy evaluation
series	ACADIA
type	paper
email
last changed	2022/06/07 07:55

_id	caadria2024_186
id	caadria2024_186
authors	Huang, Jingfei and Tu, Han
year	2024
title	Inconsistent Affective Reaction: Sentiment of Perception and Opinion in Urban Environments
source	Nicole Gardner, Christiane M. Herr, Likai Wang, Hirano Toshiki, Sumbul Ahmad Khan (eds.), ACCELERATED DESIGN - Proceedings of the 29th CAADRIA Conference, Singapore, 20-26 April 2024, Volume 2, pp. 395–404
doi	https://doi.org/10.52842/conf.caadria.2024.2.395
summary	The ascension of social media platforms has transformed our understanding of urban environments, giving rise to nuanced variations in sentiment reaction embedded within human perception and opinion, and challenging existing multidimensional sentiment analysis approaches in urban studies. This study presents novel methodologies for identifying and elucidating sentiment inconsistency, constructing a dataset encompassing 140,750 Baidu and Tencent Street view images to measure perceptions, and 984,024 Weibo social media text posts to measure opinions. A reaction index is developed, integrating object detection and natural language processing techniques to classify sentiment in Beijing Second Ring for 2016 and 2022. Classified sentiment reaction is analysed and visualized using regression analysis, image segmentation, and word frequency based on land-use distribution to discern underlying factors. The perception affective reaction trend map reveals a shift toward more evenly distributed positive sentiment, while the opinion affective reaction trend map shows more extreme changes. Our mismatch map indicates significant disparities between the sentiments of human perception and opinion of urban areas over the years. Changes in sentiment reactions have significant relationships with elements such as dense buildings and pedestrian presence. Our inconsistent maps present perception and opinion sentiments before and after the pandemic and offer potential explanations and directions for environmental management, in formulating strategies for urban renewal.
keywords	Urban Sentiment, Affective Reaction, Social Media, Machine Learning, Urban Data, Image Segmentation.
series	CAADRIA
email
last changed	2024/11/17 22:05

_id	ecaade2016_147
id	ecaade2016_147
authors	Tamke, Martin, Zwierzycki, Mateusz, Evers, Henrik Leander, Ochmann, Sebastian, Vock, Richard and Wessel, Raoul
year	2016
title	Tracking Changes in Buildings over Time - Fully Automated Reconstruction and Difference Detection of 3d Scan and BIM files
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 643-651
doi	https://doi.org/10.52842/conf.ecaade.2016.2.643
wos	WOS:000402064400065
summary	Architectural and Engineering Communities are interested in the detection of differences between different representations of the same building. These can be the differences between the design and the as-built-state of a building, or the detection of changes that occur over time and that are documented by consecutive 3D scans. Current approaches for the detection of differences between 3D scans and 3D building models are however laborious and work only on the level of a building element. We demonstrate a novel highly automated workflow to detect differences between representations of the same building. We discuss the underlying tools and methods and the ways to communicate deviations and differences in an appropriate manner and evaluate our approach with a rich set of real world datasets.
keywords	3d scan; BIM; Machine learning; Point Clouds; Big Data
series	eCAADe
email
last changed	2022/06/07 07:56

_id	sigradi2020_455
id	sigradi2020_455
authors	Bastian, Andrea Verri; Filho, Jarede Joaquim de Souza; Garcia, Júlia Assis de Souza Sampaio
year	2020
title	Urban modelling for evaluating photovoltaic potential through solar radiation incidence
source	SIGraDi 2020 [Proceedings of the 24th Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Online Conference 18 - 20 November 2020, pp. 455-463
summary	This study aims to better ascertain the influence that urbanistic parameters exert on the production of solar photovoltaic energy regarding different contexts in the city. Modifications implemented between the years of 2012 and 2016, especially on variables such as Maximum Lot Coverage, Floor Area Ratio, and Setbacks, have been evaluated through virtual models that cover areas in three different city districts. Amongst other implications, an increase in the area occupied by the buildings, as well as a decrease in the distance between them, occurred, causing more mutual shading and the loss of the photovoltaic potential associated with the building envelope.
keywords	Urbanistic parameters, Photovoltaic solar energy, Virtual models, Architecture, Urbanism
series	SIGraDi
email
last changed	2021/07/16 11:49

_id	ascaad2016_056
id	ascaad2016_056
authors	Dutt, Florina; Subhajit Das
year	2016
title	Geospatial Tool Evaluating Job Location Mismatch, Based on Available Workforce and Transit Options - Evaluating property location in a city using large-scale datasets
source	Parametricism Vs. Materialism: Evolution of Digital Technologies for Development [8th ASCAAD Conference Proceedings ISBN 978-0-9955691-0-2] London (United Kingdom) 7-8 November 2016, pp. 557-566
summary	The paper addresses the issue of spatial mismatch of jobs and the accessibility to job locations based on different age, income and industry group. Taking Atlanta as a case study, we developed a geospatial analysis tool enabling developers, the city planning bureau and the residents to identify potential sites of redevelopment with better economic development opportunities. It also aids to find potential location to live with respect to user’s choices for transit options, walkability, job location and proximity to chosen land use. We built our model on a block level in the city, imparting them a score, visualizing the data as a heat map. The metrics to compute the score included proximity to job, proximity to worker’s residence, transit availability, walkability and number of landmark elements near the site. We worked with Longitudinal Employer-Household Dynamics (LEHD) Data along with residence area characteristics (RAC) and work place area characteristic (WAC) data sets, where the total number of data-points was over 3 million. It was challenging for us to optimize computation such that the prototype performs statistical analysis and updates visualization in real time. The research further is prototyped as a web application leveraging Leaflet’s Open Street Maps API and D3 visualization plugin. The research showed that there is a high degree of spatial mismatch between home and job locations with very few jobs with driving distance within 5 -10 miles with limited transit options in Atlanta. Further, it showed that low-earning workers need to travel significantly larger distance for work compared to higher class.
series	ASCAAD
email
last changed	2017/05/25 13:34

_id	ecaade2016_006
id	ecaade2016_006
authors	Gomaa, Mohamed and Jabi, Wassim
year	2016
title	Evaluating Daylighting Analysis of Complex Parametric Facades
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 147-156
doi	https://doi.org/10.52842/conf.ecaade.2016.2.147
wos	WOS:000402064400014
summary	Lighting analysis tools have proven their ability in helping designers provide functional lighting, increase comfort levels and reduce energy consumption in buildings. Consequently, the number of lighting analysis software is increasing and all are competing to provide credible and rigorous analysis. The rapid adoption of parametric design in architecture, however, has resulted in complex forms that make the evaluation of the accuracy of digital analysis more challenging. This study aims to evaluate and compare the performance of daylighting analysis in two industry standard software (Autodesk Revit and 3ds Max) when analysing the daylighting of complex parametric façade patterns. The study has shown that, generally, both Revit and 3ds Max underestimate illuminance values when compared to physical scaled models. 3ds Max was found to outperform Revit when simulating complex parametric patterns, while Revit was found to outperform 3ds Max when simulating simple fenestration geometries. As a general conclusion, the rapid progress of parametric modelling, integrated with fabrication technologies, has made daylighting analysis of complex geometries more challenging. There is a need for more sophisticated algorithms that can handle the increased level of complexity as well as further verification studies to evaluate the accuracy claims made by software vendors.
keywords	Daylighting analysis evaluation; Parametric patterns; Revit; 3ds Max; Complex façades
series	eCAADe
email
last changed	2022/06/07 07:51

_id	ecaade2016_099
id	ecaade2016_099
authors	Guerritore, Camilla and Duarte, José Pinto
year	2016
title	Manifold Façades - A grammar-based approach for the adaptation of office buildings into housing
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 189-198
doi	https://doi.org/10.52842/conf.ecaade.2016.2.189
wos	WOS:000402064400018
summary	This article focuses on the use of shape grammars in rehabilitation processes to transform existing, obsolete building stocks into required building types. It is described how a grammar-based transformation methodology can lead to the development of a design tool that enables the exploration of preliminary design solutions and the evaluation of their impact in terms of massing, functional programme and, eventually, cost and energetic behaviour. The goal is to assess the capacity of an existing building to be adapted to a different use. The article is focused on the transformation grammar. In particular, it is investigated the transformation of "office building types" into "residential building types", aiming at defining a quicker and more informed decision-making process. Future work will be concerned with evaluating the performance of the solutions generated by the grammar.
keywords	Rehabilitation; office buildings; adaptive reuse; addition strategy; shape grammars
series	eCAADe
email
last changed	2022/06/07 07:51

_id	caadria2016_353
id	caadria2016_353
authors	Yuan, Feng; Shuyi Huang and Tong Xiao
year	2016
title	Physical and numerical simulation as a generative design tool
source	Living Systems and Micro-Utopias: Towards Continuous Designing, Proceedings of the 21st International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2016) / Melbourne 30 March–2 April 2016, pp. 353-362
doi	https://doi.org/10.52842/conf.caadria.2016.353
summary	Environmentally sound and high-performance buildings are contributing towards a sustainable future. With increased density of contemporary urban space and the urgent desire to promote building performance, a better understanding of wind behaviour will positively influence future design explorations. In the traditional sequential ar- chitectural practice, there is a gap between design and performance simulation. This paper presents an experimental and systematic study of the performance-oriented design tools, strategies and workflows utilized in the concept prototyping of a high-rise building. It describes a new approach to incorporate wind tunnel testing, computational flu- id dynamics simulation as well as parametric software, sensors and open-source electronics platform into an accessible, interactive and low-cost form generation kit, rapidly evaluating the performance of potential design options in the early design stage. As indicated in this research, environmental simulation can be a decision-making tool, in- tegrating the concept of continuity into the design process.
keywords	Environmental performance; building aerodynamics; wind tunnel testing; computational fluid dynamics
series	CAADRIA
email
last changed	2022/06/07 07:57

_id	ecaade2021_203
id	ecaade2021_203
authors	Arora, Hardik, Bielski, Jessica, Eisenstadt, Viktor, Langenhan, Christoph, Ziegler, Christoph, Althoff, Klaus-Dieter and Dengel, Andreas
year	2021
title	Consistency Checker - An automatic constraint-based evaluator for housing spatial configurations
source	Stojakovic, V and Tepavcevic, B (eds.), Towards a new, configurable architecture - Proceedings of the 39th eCAADe Conference - Volume 2, University of Novi Sad, Novi Sad, Serbia, 8-10 September 2021, pp. 351-358
doi	https://doi.org/10.52842/conf.ecaade.2021.2.351
summary	The gradual rise of artificial intelligence (AI) and its increasing visibility among many research disciplines affected Computer-Aided Architectural Design (CAAD). Architectural deep learning (DL) approaches are being developed and published on a regular basis, such as retrieval (Sharma et al. 2017) or design style manipulation (Newton 2019; Silvestre et al. 2016). However, there seems to be no method to evaluate highly constrained spatial configurations for specific architectural domains (such as housing or office buildings) based on basic architectural principles and everyday practices. This paper introduces an automatic constraint-based consistency checker to evaluate the coherency of semantic spatial configurations of housing construction using a small set of design principles to evaluate our DL approaches. The consistency checker informs about the overall performance of a spatial configuration followed by whether it is open/closed and the constraints it didn't satisfy. This paper deals with the relation of spaces processed as mathematically formalized graphs contrary to existing model checking software like Solibri.
keywords	model checking, building information modeling, deep learning, data quality
series	eCAADe
email
last changed	2022/06/07 07:54

_id	ecaade2016_001
id	ecaade2016_001
authors	Herneoja, Aulikki; Toni O?sterlund and Piia Markkanen (eds.)
year	2016
title	Complexity & Simplicity, Volume 2
source	Proceedings of the 34th International Conference on Education and Research in Computer Aided Architectural Design in Europe, Oulu, Finland, 24.-26. August 2016, 688 p.
doi	https://doi.org/10.52842/conf.ecaade.2016.2
summary	The second volume of the conference proceedings of the 34rd eCAADe conference, 24.-26. August 2016, at Oulu School of Architecture, University of Oulu, Oulu, Finland contains 76 papers grouped under 13 sub-themes. Both volumes contain altogether 157 accepted papers. The theme of the 34th eCAADe Conference is Complexity & Simplicity. We invited the eCAADe community to address the multifaceted notions of complexity and simplicity, which are encountered in architectural design processes. Approaches discussing the theme from the perspective of computer aided design education; design processes and methods; design tool developments; and novel design applications, as well as real world experiments and case studies were welcomed. What is the role of complexity or simplicity as part of the design process? Does the use of complex design methods offer simplicity to the design process itself? Is it possible to design complexity with simple methods? Does the use of computation in design necessitate complexity or offer means to control it? Recent development in digital technologies and digital design tools enable us to address complex situations in architectural environments, ranging in scale from structures and buildings to urban contexts. We often expect technology to better help us manage the complexity of life, to simplify our daily lives and tasks. However, these developments also raise the question of whether design technologies encourage complexity at the expense of simplicity in both the design process and lived environments. Does computation cause complexity? Or does it enable simplicity? In addition to the accepted papers, the first volume contains Keynote Papers, including keynote speakers contribution concerning the themes of their keynote lectures and the Workshop Contributions, including the papers summarizing the contents of workshops given.
series	eCAADe
email
last changed	2022/06/07 07:49

_id	ecaade2016_000
id	ecaade2016_000
authors	Herneoja, Aulikki; Toni O?sterlund and Piia Markkanen (eds.)
year	2016
title	Complexity & Simplicity, Volume 1
source	Proceedings of the 34th International Conference on Education and Research in Computer Aided Architectural Design in Europe, Oulu, Finland, 24.-26. August 2016, 706 p.
doi	https://doi.org/10.52842/conf.ecaade.2016.1
summary	The first volume of the conference proceedings of the 34th eCAADe conference, 24.-26. August 2016, at Oulu School of Architecture, University of Oulu, Oulu, Finland contains 81 papers grouped under 14 sub-themes. Both volumes contain altogether 157 accepted papers. The theme of the 34th eCAADe Conference is Complexity & Simplicity. We invited the eCAADe community to address the multifaceted notions of complexity and simplicity, which are encountered in architectural design processes. Approaches discussing the theme from the perspective of computer aided design education; design processes and methods; design tool developments; and novel design applications, as well as real world experiments and case studies were welcomed. What is the role of complexity or simplicity as part of the design process? Does the use of complex design methods offer simplicity to the design process itself? Is it possible to design complexity with simple methods? Does the use of computation in design necessitate complexity or offer means to control it? Recent development in digital technologies and digital design tools enable us to address complex situations in architectural environments, ranging in scale from structures and buildings to urban contexts. We often expect technology to better help us manage the complexity of life, to simplify our daily lives and tasks. However, these developments also raise the question of whether design technologies encourage complexity at the expense of simplicity in both the design process and lived environments. Does computation cause complexity? Or does it enable simplicity? In addition to the accepted papers, the first volume contains Keynote Papers, including keynote speakers contribution concerning the themes of their keynote lectures and the Workshop Contributions, including the papers summarizing the contents of workshops given.
series	eCAADe
email
last changed	2022/06/07 07:49

_id	ascaad2016_041
id	ascaad2016_041
authors	Kartalou, Nikolia
year	2016
title	Visualising Heritage-Memory - The paradigm of Chambers Street
source	Parametricism Vs. Materialism: Evolution of Digital Technologies for Development [8th ASCAAD Conference Proceedings ISBN 978-0-9955691-0-2] London (United Kingdom) 7-8 November 2016, pp. 399-408
summary	Aristotle in his treatise, On the Soul, defined memory as knowledge of the past, obtained through seeing, sensing, observing, listening and learning. Memory can be envisaged as the mental imprint of an image that can be recalled through the experience of existing objects and places. How is cultural heritage related to the experience and knowledge called memory? Why do memories appear to have a strong influence in unconscious spatial perception? How can visualisation techniques activate heritage-memory? Buildings, as tangible elements of the historic city, disclose the memories of the past into the present, and direct us to an experience of time through matter. Buildings serve as a link bridging the past with the present, and eventually, the future sites of memory. Their fabric is constantly altered with engraved layers of historical change, a sequence of past events which emerge from the remnants of their structure. The past, imprinted on the city’s artefacts, manifests its tangible form, and through a new reading of heritage, as ‘heritage-memory’, immaterial qualities of previous eras can perhaps be revealed. This paper, part of an ongoing research situated in between theory and practice, argues that the immaterial elements of cultural heritage emerging from historic urban spaces, can be critically explored in a new way through the use of digital technology, as a tool to revisualise the memory of a locus. Taking Chambers Street in the Old Town of Edinburgh as a site of focus, this presentation demonstrates several steps towards visualising the heritage-memory of the site. The paper poses the question of how the site might serve as a memorial itself, revealing to the observer the knowledge of past events engraved on its locus. Chambers Street serves as a paradigm of constructing a virtual narrative of heritage-memory, examining the site in parts and whole.
series	ASCAAD
email
last changed	2017/05/25 13:33

_id	ecaade2016_038
id	ecaade2016_038
authors	Lee, Jongwook, Min, Aram and Lee, Jihyun
year	2016
title	An Intuitive Heritage Education System for Learning Architectural Structures and Styles - Focusing on the historical Korean architectures
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 2, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 529-537
doi	https://doi.org/10.52842/conf.ecaade.2016.2.529
wos	WOS:000402064400053
summary	Although national and international attention toward the cultural heritage is on a rise, there is a lack of public attention toward cultural heritage sites. One of the main problems is the lack of interaction and the visualization of cultural heritage on the sites. Especially Korean historical architectures are structurally complex and are not easily understood by common people. To improve the public awareness of architectural heritages, we propose a model-based diagnosis system to educate the visitors and tourists. The system is designed to guide the users to model an appropriate architecture in accordance with the era, location, and the usage. For the system, we built a robust set of cases based on the ontological structure we designed especially for architectural heritage education. It basically enables users to reconstruct buildings intuitively in six steps from bottom to top. A system evaluation was conducted on the affective, cognitive, operative aspect of the system at a heritage site. The results show well in terms of cognitive aspect but was evaluated poorly in terms of the operative aspect.
keywords	Historical Korean architecture; JESS rule engine; heritage education system
series	eCAADe
email
last changed	2022/06/07 07:52

_id	ecaade2016_216
id	ecaade2016_216
authors	Zarzycki, Andrzej
year	2016
title	Adaptive Designs with Distributed Intelligent Systems - Building Design Applications
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 1, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 681-690
doi	https://doi.org/10.52842/conf.ecaade.2016.1.681
wos	WOS:000402063700073
summary	This paper discusses and demonstrates an integration of embedded electronic systems utilizing distributed sensors and localized actuators to increase the adaptability and environmental performance of a building envelope. It reviews state-of-the-art technologies utilized in other fields that could be adopted into smart building designs. The case studies discussed here, sensors are embedded in construction assemblies provide a greater resolution of gathered data with a finer degree of actuation. These case studies adopt the Internet of Things (IoT) framework based on machine-to-machine (M2M) communication protocols as a potential solution for embedded building systems. stract here by clicking this paragraph.
keywords	Adaptable Designs; Arduino Microcontrollers; ESP8266; Smart Buildings; Internet of Things
series	eCAADe
email
last changed	2022/06/07 07:57

_id	ascaad2016_048
id	ascaad2016_048
authors	Al Shiekh, Bassam
year	2016
title	Arabic Calligraphy and Parametric Architecture - Translation from a calligraphic force to an architectural form
source	Parametricism Vs. Materialism: Evolution of Digital Technologies for Development [8th ASCAAD Conference Proceedings ISBN 978-0-9955691-0-2] London (United Kingdom) 7-8 November 2016, pp. 469-482
summary	This paper describes an on-going research that unites two distinct and seemingly unrelated interests. One is Arabic calligraphy and the other is parametric architecture. The effort is to integrate these interests and, in doing so, balance cultural issues with technological ones, traditional with contemporary and spiritual with material. Moreover, this paper is inspired by Arabic calligraphy and its influence on Zaha Hadid’s designs; it is invigorated by parametric systems and their capacity as a source of architectural forms. This paper will observe the rising importance of computation technologies to architecture, which has always been a form of negotiation between ‘function and fiction’ and ‘force and form’. The paper proposes a Parametric Calligraphic Machine that simultaneously produces, connects and separates calligraphic surfaces, calligraphic images and calligraphic reality. Therefore, the goal is to examine this hypothesis in order to produce a set of techniques, tools and methods that inform the three-dimensional design process of Arabic calligraphy’s contemporary possibilities by addressing a process description rather than a state description of creating calligraphic images and calligraphic surfaces. The theoretical approach highlights issues pertaining to calligraphy, spatiality, translation, generative systems, parametric design, visual structure, force and form.
series	ASCAAD
email
last changed	2017/05/25 13:33

_id	acadia16_362
id	acadia16_362
authors	Beesley, Philip; Ilgun, Zeliha, Asya; Bouron, Giselle; Kadish, David; Prosser, Jordan; Gorbet, Rob; Kulic, Dana; Nicholas, Paul; Zwierzycki, Mateusz
year	2016
title	Hybrid Sentient Canopy: An implementation and visualization of proprioreceptive curiosity-based machine learning
source	ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 362-371
doi	https://doi.org/10.52842/conf.acadia.2016.362
summary	This paper describes the development of a sentient canopy that interacts with human visitors by using its own internal motivation. Modular curiosity-based machine learning behaviour is supported by a highly distributed system of microprocessor hardware integrated within interlinked cellular arrays of sound, light, kinetic actuators and proprioreceptive sensors in a resilient physical scaffolding system. The curiosity-based system involves exploration by employing an expert system composed of archives of information from preceding behaviours, calculating potential behaviours together with locations and applications, executing behaviour and comparing result to prediction. Prototype architectural structures entitled Sentient Canopy and Sentient Chamber developed during 2015 and 2016 were developed to support this interactive behaviour, integrating new communications protocols and firmware, and a hybrid proprioreceptive system that configured new electronics with sound, light, and motion sensing capable of internal machine sensing and externally- oriented sensing for human interaction. Proprioreception was implemented by producing custom electronics serving photoresistors, pitch-sensing microphones, and accelerometers for motion and position, coupled to sound, light and motion-based actuators and additional infrared sensors designed for sensing of human gestures. This configuration provided the machine system with the ability to calculate and detect real-time behaviour and to compare this to models of behaviour predicted within scripted routines. Testbeds located at the Living Architecture Systems Group/Philip Beesley Architect Inc. (LASG/PBAI, Waterloo/Toronto), Centre for Information Technology (CITA, Copenhagen) National Academy of Sciences (NAS) in Washington DC are illustrated.
keywords	intedisciplinary/collaborative design, intelligent environments, artificial intelligence, sensate systems
series	ACADIA
type	paper
email
last changed	2022/06/07 07:54

_id	ecaade2016_079
id	ecaade2016_079
authors	Cheng, Chi-Li and Hou, June-Hao
year	2016
title	Biomimetic Robotic Construction Process - An approach for adapting mass irregular-shaped natural materials
source	Herneoja, Aulikki; Toni Österlund and Piia Markkanen (eds.), Complexity & Simplicity - Proceedings of the 34th eCAADe Conference - Volume 1, University of Oulu, Oulu, Finland, 22-26 August 2016, pp. 133-142
doi	https://doi.org/10.52842/conf.ecaade.2016.1.133
wos	WOS:000402063700015
summary	Beaver dams are formed by two main processes. One is that beavers select proper woods for constructing. The other one is that streams aggregate those woods to be assembled. Using this approach to construction structure is suitable for natural environment. In this paper, we attempt to develop a construction process which is suitable for all-terrain construction robot in the future. This construction process is inspired by beavers' construction behavior in nature. Beavers select proper sticks to make the structure stable. We predict that particular properties of sticks contribute gravity-driven assembly of wood structure. Thus, we implement the system with machine learning to find proper properties of sticks to improve selection mechanism of construction process. During this construction process, 3D scanner on robotic arm scans and recognizes sticks on terrain, and then robot will select proper sticks and place them. After placement, the system will scan and record the results for learning mechanism.
keywords	Biomimetic Design; Machine Learning; Natural Material; Point Cloud Analysis; Robotic Fabrication
series	eCAADe
email
last changed	2022/06/07 07:55

_id	ascaad2016_027
id	ascaad2016_027
authors	Cocho-Bermejo, Ana
year	2016
title	Time in Adaptable Architecture - Deployable emergency intelligent membrane
source	Parametricism Vs. Materialism: Evolution of Digital Technologies for Development [8th ASCAAD Conference Proceedings ISBN 978-0-9955691-0-2] London (United Kingdom) 7-8 November 2016, pp. 249-258
summary	The term "Parametricism" widespread mainly by Patrick Schumacher (Schumacher, 2008) is worthy of study. Developing the concept of Human Oriented Parametric Architecture, the need of implementing time as the lost parameter in current adaptive design techniques will be discussed. Morphogenetic processes ideas will be discussed through the principle of an adaptable membrane as a case study. A model implementing a unique Arduino[i] on the façade will control its patterns performance through an Artificial Neural Network that will understand the kind of scenario the building is in, activating a Genetic Algorithm that will optimize the insulation performance of the ETFE pillows. The system will work with a global behavior for façade pattern performance and with a local one for each pillow, giving the option of individual sun-shading control. Machine learning implementation will give the façade the possibility to learn from the efficacy of its decisions through time, eliminating the need of a general on-off behavior.
series	ASCAAD
email
last changed	2017/05/25 13:31

_id	sigradi2016_805
id	sigradi2016_805
authors	Cormack, Jordan; Sweet, Kevin S.
year	2016
title	Parametrically Fabricated Joints: Creating a Digital Workflow
source	SIGraDi 2016 [Proceedings of the 20th Conference of the Iberoamerican Society of Digital Graphics - ISBN: 978-956-7051-86-1] Argentina, Buenos Aires 9 - 11 November 2016, pp.412-417
summary	Timber joinery for furniture and architectural purpose has always been identified as a skill or craft. The craft is the demonstration of hand machined skill and precision which is passed down or developed through the iteration of creation and refined reflection. Using digital fabrication techniques provides new, typically unexplored ways of creating and designing joints. It is as if these limitations which bind the ratio of complexity and use are stretched. This means that these joints, from a technical standpoint, can be more advanced than historically hand-made joints as digital machines are not bound by the limitations of the human. The research investigated in this paper explores the ability to create sets of joints in a parametric environment that will be produced with CNC machines, thus redefining the idea of the joint through contemporary tools of creation and fabrication. The research also aims to provide a seamless, digital workflow from the flexible, parametric creation of the joint to the final physical fabrication of it. Traditional joints, more simple in shape and assembly, were first digitally created to ease the educational challenges of learning a computational workflow that entailed the creation and fabrication of geometrically programmed joints. Following the programming and manufacturing of these traditional joints, more advanced and complex joints were created as the understanding of the capabilities of the software and CNC machines developed. The more complex and varied joints were taken from a CAD virtual environment and tested on a 3-axis CNC machine and 3D printer. The transformation from the virtual environment to the physical highlighted areas that required further research and testing. The programmed joint was then refined using the feedback from the digital to physical process creating a more robust joint that was informed by reality.
keywords	Joinery; digital fabrication; parametric; scripting; machining
series	SIGRADI
email
last changed	2021/03/28 19:58

_id	acadia16_124
id	acadia16_124
authors	Ferrarello, Laura
year	2016
title	The Tectonic of the Hybrid Real: Data Manipulation, Oxymoron Materiality, and Human-Machine Creative Collaboration
source	ACADIA // 2016: POSTHUMAN FRONTIERS: Data, Designers, and Cognitive Machines [Proceedings of the 36th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-77095-5] Ann Arbor 27-29 October, 2016, pp. 124-129
doi	https://doi.org/10.52842/conf.acadia.2016.124
summary	This paper describes the latest progress of the design platform Digital Impressionism (DI), created by staff and students in the Information Experience Design programme at the Royal College of Art in London. DI aims to bridge human creative thinking with machine computation, under the theoretical method/concept of oxymoron tectonic. Oxymoron tectonic describes the process under which hybrid materiality, that is the materiality created between the digital and the physical, takes form in human-machine creative interactions. The methodology intends to employ multimaterial 3D printers in combination with data manipulation (a process that gives data physical substance), pointclouds, and the influence of intangible environmental data (like sound and wind) to model physical forms by interfacing digital and physical making. In DI, modeling is a hybrid set of actions that take place at the boundary of the physical and digital. Through this interactive platform, design is experienced as a complex, hybrid process, which we call a digital tectonic; forms are constructed via a creative feedback loop of human engagement with nonhuman agents to form a creative network of sustainable and interactive design and fabrication. By developing a mutual understanding of design, machines and humans work together in the process of design and making.
keywords	human-computer interaction and design, craft in design computation
series	ACADIA
type	paper
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last changed	2022/06/07 07:56

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