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 e9e6
authors Lowerre, Bruce and Reddy, Raj D.
year 1976
title The Harpy Speech Understanding
source 1976. pp. 1-19
summary Harpy is one of the first systems to demonstrate that high performance, large vocabulary connected speech recognition systems can in fact be realized economically for task- oriented (restricted) languages. In this chapter the authors present, using simple examples, the principles of organization of the Harpy system. They illustrate how knowledge sources (KSs) are specified, how the knowledge compiler integrates the KSs into a unified directional graph representation, and how this knowledge is utilized. In conclusion, they discuss many of the limitations of the present system and how these can be eliminated or reduced in future systems
keywords speech recognition, AI
series CADline
last changed 2003/06/02 10:24

_id a25e
authors Loy, Hollis A.
year 1999
title Foundation for a Thorough CAAD Education
source Architectural Computing from Turing to 2000 [eCAADe Conference Proceedings / ISBN 0-9523687-5-7] Liverpool (UK) 15-17 September 1999, pp. 301-308
doi https://doi.org/10.52842/conf.ecaade.1999.301
summary The birth and development of computing is considered by most as one of the greatest technological achievements of the twentieth century. Since the integration of computers in the built environment, over two decades ago, computing methods developed into efficient designing and calculating tools. In contrast, accelerating advancements in computing technology have created generation gaps amongst architects. There are inexperienced, novice, intermediate and advanced computer-capable architects. If each group was asked to define CAAD, some would still describe it as a computer program for technical draughting. Others may define CAAD (Computer Aided Architectural Design) as a vast array of digital media in CAD, multimedia and DTP, assisting architects in compiling visual presentations. Currently, most architectural schools are capable of instructing most, if not all, facets of CAAD (2D & 3D CAD, model rendering, photo montage, brochure layouts, etc.). However, this knowledge is accumulated at random throughout the course of study. "Computer Graphics for Architects" is the latest educational development in Europe bridging generation gaps with senior architects and serving as an introductory CAAD seminar to beginning architecture students. This book and lecture presents a gallery of recent architectural CAD, multimedia, and DTP presentations practiced in Europe´s second largest architectural firm. The terminology is user-friendly and its content concentrates on responding to the most often posed questions by CAAD beginners relating to: (1) Terminology (2) Appearance (3) Time Consumption (4) Cost Techniques introduced are independent of any platform. The goal is to summarize quickly and effectively the countless possibilities of presentations applicable in architecture practice. "Computer Graphics for Architects" provides a direction for future presentations and motivates students to excel in CAAD.
series eCAADe
email
last changed 2022/06/07 07:59

_id ecaade2023_395
id ecaade2023_395
authors Loyola, Mauricio and Meggers, Forrest
year 2023
title A Computational Framework for Analyzing Spatial Behavior in Buildings
source Dokonal, W, Hirschberg, U and Wurzer, G (eds.), Digital Design Reconsidered - Proceedings of the 41st Conference on Education and Research in Computer Aided Architectural Design in Europe (eCAADe 2023) - Volume 2, Graz, 20-22 September 2023, pp. 337–346
doi https://doi.org/10.52842/conf.ecaade.2023.2.337
summary This paper proposes a computational framework specifically formulated for observing and describing occupant behavior in architectural analysis and design. The framework comprises two main elements. First, it includes an architecture-oriented conceptual delimitation of occupant behavior centered on the spatial dimension of human actions. Second, the framework provides a comprehensive set of computational metrics to describe the spatial behavior of building occupants particularly designed for use with physical sensing technologies and computational data analysis techniques. An experimental case study demonstrates the applicability of the framework in the context of analyzing a multifunctional building space.
keywords Spatial Behavior, Occupant Behavior, Occupant Sensing
series eCAADe
email
last changed 2023/12/10 10:49

_id sigradi2023_333
id sigradi2023_333
authors Loyola, Mauricio
year 2023
title Senior-meter: A Hands-on Intuitive Approach to Teaching Electronics and Data-Driven Design to Undergraduate Students
source García Amen, F, Goni Fitipaldo, A L and Armagno Gentile, Á (eds.), Accelerated Landscapes - Proceedings of the XXVII International Conference of the Ibero-American Society of Digital Graphics (SIGraDi 2023), Punta del Este, Maldonado, Uruguay, 29 November - 1 December 2023, pp. 193–202
summary This paper presents the development and implementation of a novel pilot course for undergraduate design students, with a focus on the integration of electronics and data-driven methodologies within the field of design. The course was structured around a real-world project that addressed the challenges encountered by senior individuals. It incorporated user-centered design principles, sensor-based data collection, real-world deployment, and data-based design assessment. The results demonstrated the successful application of data-driven methods, and an appreciation by students for the empirical foundation in design decisions. The pilot confirms that data-driven approaches can be successfully embedded within an undergraduate design program, offering valuable insights for educators interested in pursuing such integrative pedagogical methods.
keywords Data Driven Design, Interface Design, Physical Computing, Design Analytics, Design Engineering.
series SIGraDi
email
last changed 2024/03/08 14:06

_id caadria2015_194
id caadria2015_194
authors Lu, Chi-Ming; Jia-Yih Chen, Cheng-An Pan and Taysheng Jeng
year 2015
title A BIM Tool for Carbon Footprint Assessment of Building Design
source Emerging Experience in Past, Present and Future of Digital Architecture, Proceedings of the 20th International Conference of the Association for Computer-Aided Architectural Design Research in Asia (CAADRIA 2015) / Daegu 20-22 May 2015, pp. 447-456
doi https://doi.org/10.52842/conf.caadria.2015.447
summary The objective of this research is to develop a tool for assessing carbon footprints of a building in the design process using BIM technology. Life cycle assessment and carbon footprint assessment are the two basic criteria in evaluating the emission reduction of CO2e.International assessment standards have been established for mass-produced merchandise and organizational operations. However, the existing standards cannot directly disclose the hotspots of carbon footprints in the building life cycle. An assessment method concerning local climate, living culture, ecology and local construction style is required for building design. This research work presents a framework by which a BIM-enabled data visualization tool is developed to support the carbon disclosure in the building design process.
keywords Carbon Footprint Assessment; BIM; BCF.
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2018_322
id caadria2018_322
authors Lu, Hangxin, Gu, Jiaxi, Li, Jin, Lu, Yao, Müller, Johannes, Wei, Wenwen and Schmitt, Gerhard
year 2018
title Evaluating Urban Design Ideas from Citizens from Crowdsourcing and Participatory Design
source T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 297-306
doi https://doi.org/10.52842/conf.caadria.2018.2.297
summary Participatory planning aims at engaging multiple stakeholders including citizens in various stages of planning projects. Adopting participatory design approach in the early stage of planning project facilitates the ideation process of citizens. We have implemented a participatory design study during the 2017 Beijing Design Week and have conducted an interactive design project called "Design your perfect Dashilar: You Place it!". Participants including local residents and visitors were asked to redesign the Yangmeizhu street, a historical street located in Dashilar area by rearranging the buildings of residential, commercial, administration, and cultural functionalities. Apart from using digital design tools, questionnaires, interviews, and sensor network were applied to collect personal preferences data. Computational approaches were used to extract features from designs and personal preferences. In this paper, we illustrate the implementation of the participatory design and the possible applications by combining with crowdsourcing. Participatory design data and citizens profiles with personal preferences were analysed and their correlations were computed. By using crowdsourcing and participatory design, this study shows that the digitalization of participatory design with data science perspective can indicate the implicit requirements, needs and design ideas of citizens.
keywords Participatory design; Crowdsourcing; Human computation; Citizen Design Science; Human Computer Interaction
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2020_377
id caadria2020_377
authors Lu, Ji Rong, Chang, Teng Wen and Wu, Yi Sin
year 2020
title HIGAME+ - Planting as a medium to connect IOT objects in different environments to emotionally interact with elderly people alone
source D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 273-282
doi https://doi.org/10.52842/conf.caadria.2020.2.273
summary Elderly living alone have less chance to communicate with their families, so they tend to feel lonely and lack well-being. This study uses gardening activities which is familiar to elderly as the behavioral medium. Make elderly people living alone and their children living in other places through the Internet of Things system to connect space off-site to emotional interaction. Connect children of elderly 'mobile phone apps to HiGame+ potted plants in the home environment of the elderly, so that family members can care and accompany the plants in the homes of the elderly without space restrictions. At the same time, the potted objects will also record the long-term behaviors of the elderly, and will be transformed into the visualization of mood information to interact with children of elderly from other places to break the limit of spatial distance. Give elderly living alone to be emotionally connected and interactive, to increase their well-being.
keywords Elderly Living Alone; Emotional Interaction; Cross-Space Interaction; Internet of Things; Plant Care
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2012_104
id caadria2012_104
authors Lu, Kai-Tzu; Hsin-Hou Lin, Ting-Han Chen and Chi-Fa Fan
year 2012
title Finding the vital houses information using immersive multi-touch interface
source Proceedings of the 17th International Conference on Computer Aided Architectural Design Research in Asia / Chennai 25-28 April 2012, pp. 379–386
doi https://doi.org/10.52842/conf.caadria.2012.379
summary This paper discusses the creation of natural behaviours for multi-touch house information (MTHI) system using Frustrated Total Internal Reflection (FTIR) technology. After analysing how APPLE and Microsoft defined their touch behaviours we discovered that not enough were responding of commercial application. Therefore using basic touching functions as reference we developed some new gestures and GUI for the real estate market. This system was launched to assist real estate salesmen in Taiwan.
keywords House information; navigation; multi-touch; user interface
series CAADRIA
email
last changed 2022/06/07 07:59

_id ecaade2021_014
id ecaade2021_014
authors Lu, Ming, Zhou, Xinjie, Zhou, Yifan, Zhang, Liming, Zhu, Weiran and Yuan, Philip F.
year 2021
title Research on Realtime Communication and Control Workflow with Vision Feedback Integrated in Robotic Fabrication
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. 145-152
doi https://doi.org/10.52842/conf.ecaade.2021.2.145
summary On-site construction is one of the main research directions of robot construction. Due to the complex and everchanging construction environment on the site, traditional offline programming and simple conditional programming cannot meet the needs of robot on-site construction at all. Realtime adjustment of the robot's operating program for the real-time situation in the field is the appropriate solution. Therefore, the real-time communication and control of robots has become a key issue for robot on-site construction. This article discusses in turn the way of robot offline program control through EthernetKRL and grasshopper. A remote real-time communication and control method for an on-site construction robot is studied, and the application of the method in the on-site construction process of an actual robot is introduced with the Wuzhen coffee kiosk project as an example. Based on the above methods, remote real-time monitoring of the construction robot on site can be realized, which provides a reference for the actual engineering application of the construction robot on site.
keywords on-site; robot; fabrication; communication; sensor
series eCAADe
type normal paper
email
last changed 2022/06/07 07:59

_id caadria2024_49
id caadria2024_49
authors Lu, Owen Zhiyuan, Meng, Leo Lin, Ramos Jaime, Cristina and Haeusler, M. Hank
year 2024
title Clicking is All You Need: Implementing Wave Function Collapse in Early-Stage Design for Manufacturing and Assembly Projects
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 1, pp. 303–312
doi https://doi.org/10.52842/conf.caadria.2024.1.303
summary Wave Function Collapse (WFC) is a constraint-solving algorithm inspired by the quantum mechanics process. However, few attempts have been made in the Architectural, Engineering, and Construction (AEC) industry. WFC literature indicates that it is constrained by its low-fidelity, stochastic process, making it hard to apply in real-world designs, hence its potential lack of application in the AEC sector. Yet this research sees an opportunity in Design for Manufacturing and Assembly (DfMA). Unlike typical architectural projects, DfMA is often more constrained due to modularity. How the DfMA modularity benefits and constricts the spatial planning process, and if such a priori modular definition better informs the design process, is yet to be explored. Thus, how can the highly constrained spatial rules in DfMA architectural design be used in implementing WFC for higher-fidelity fast design concept prototyping? During the research, a prototype was experimented with and implemented while demonstrating several advantages jointly inherited from both the DfMA and WFC, namely (a) high-resolution rapid prototyping with little user intervention for early-stage DfMA and (b) further building material and topological analytics, were enabled for decision support. Hence, this paper addressed the rarely discussed early-stage design problems in the DfMA lifecycle and contributed to a real-world architectural project-based implementation of WFC integrated into an automated computer-aided architectural design workflow inspired by DfMA’s modularity that aligns with Sustainable Development Goals (SDGs) of 11 Sustainable Cities and Communities and 12 Responsible Consumption and Production.
keywords Wave Function Collapse (WFC), Decision Support Tool, Computational Design, Design for Manufacturing and Assembly (DfMA), Modular Building and Construction.
series CAADRIA
email
last changed 2024/11/17 22:05

_id eaea2015_t1_paper06
id eaea2015_t1_paper06
authors Lu, Shaoming
year 2015
title Port Heritage: Urban Memory of Harbor Cities (Case Study of Shanghai)
source ENVISIONING ARCHITECTURE: IMAGE, PERCEPTION AND COMMUNICATION OF HERITAGE [ISBN 978-83-7283-681-6],Lodz University of Technology, 23-26 September 2015, pp.71-81
summary Through literary review on historical ports from the 1st Opium War to 1949, this paper mainly focuses on the elements and value of modern ports along the Huangpu River from Baoshan to Minhang. These ports with historical events, places and objects are viewed as urban heritage to arise people’s attention to this kind of memory place during the process of urban transformation. Port heritage with unique material relics and immaterial information makes a great contribution to recalling the massive memory and making identity of the port city, which should be preserved definitely.
keywords port heritage; urban memory
series EAEA
email
last changed 2016/04/22 11:52

_id caadria2018_067
id caadria2018_067
authors Lu, Shuai and Guo, Cong
year 2018
title Investigation on the Potential of Improving Daylight Efficiency of Office Buildings by Optimized Curved Facades
source T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 2, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 113-121
doi https://doi.org/10.52842/conf.caadria.2018.2.113
summary With the rapid development of digital design methods, irregular curved shapes have been more and more widely used in buildings, which not only enriches the appearances of buildings, but also provide new possibilities of improving building performance by shape designs. However, existing researches regarding building performance and shapes mostly focus on regular shapes, while curved shapes are rarely explored. This paper aims to employ design optimization method to explore the improvement of building performance that curved shapes could contribute. Specifically, office buildings are chosen as an example and the potential of improving the daylight efficiency of them by optimized curved facades are investigated. Three major cities and two orientations are involved in the investigation. The results prove that curved facades do have significant potential to improve the daylight efficiency of office buildings, and an average improvement of 0.2032 is achieved by the optimized curved facades in the 6 cases conducted in this research in terms of the area-weighted average UDI (useful daylight illuminance) compared with the same building with plane facade.
keywords Curved Facade; Daylight; Building Performance; Design Optimization; Office Building
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2018_046
id caadria2018_046
authors Lu, Siliang and Cochran Hameen, Erica
year 2018
title Integrated IR Vision Sensor for Online Clothing Insulation Measurement
source T. Fukuda, W. Huang, P. Janssen, K. Crolla, S. Alhadidi (eds.), Learning, Adapting and Prototyping - Proceedings of the 23rd CAADRIA Conference - Volume 1, Tsinghua University, Beijing, China, 17-19 May 2018, pp. 565-573
doi https://doi.org/10.52842/conf.caadria.2018.1.565
summary As one of the most important building systems, HVAC plays a key role in creating a comfortable thermal environment. Predicted Mean Vote (PMV), an index that predicts the mean value of the votes of a large group of persons on the thermal sensation scale, has been adopted to evaluate the built environment. Compared to environmental factors, clothing insulation can be much harder to measure in the field. The existing research on real-time clothing insulation measurement mainly focuses on expensive infrared thermography (IR) cameras. Therefore, to ensure cost-effectiveness, the paper has proposed a solution consisting of a normal camera, IR and air temperature sensors and Arduino Nanos to measure clothing insulation in real-time. Moreover, the algorithm includes the initialization from clothing classification with pre-trained neural network and optimization of the clothing insulation calculation. A total of 8 tests have been conducted with garments for spring/fall, summer and winter. The current results have shown the accuracy of T-shirt classification can reach over 90%. Moreover, compared with the results with IR cameras and reference values, the accuracies of the proposed sensing system vary with different clothing types. Research shall be further conducted and be applied into the dynamic PMV-based HVAC control system.
keywords clothing insulation; skin temperature; clothing classification; IR temperature sensor; Optimization
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2019_530
id caadria2019_530
authors Lu, Siliang, Wang, Shihan, Cochran Hameen, Erica, Shi, Jie and Zou, Yue
year 2019
title Comfort-Based Integrative HVAC System with Non-Intrusive Sensing in Office Buildings
source M. Haeusler, M. A. Schnabel, T. Fukuda (eds.), Intelligent & Informed - Proceedings of the 24th CAADRIA Conference - Volume 1, Victoria University of Wellington, Wellington, New Zealand, 15-18 April 2019, pp. 785-794
doi https://doi.org/10.52842/conf.caadria.2019.1.785
summary Heating, ventilation and air-conditioning system plays a key role in shaping the built environment. The effective and efficient HVAC operations not only achieve energy savings but also create a more comfortable environment for occupant indoors. Since current HVAC systems with fixed schedules cannot guarantee the operation with high energy efficiency and provision of comfortable thermal environment for occupants, it is of great importance to develop new paradigm of HVAC system framework, especially in the open-plan office environment so that everyone could work under their preferred thermal environment. Moreover, compared to environment-related factors to thermal comfort, sensing systems for occupant-related factors such as clothing insulation, metabolic rate, skin temperature have not had standardized yet and most of sensing systems for occupant-related factors may either result in privacy issue or are too intrusive. Hence, it is necessary to develop a new non-intrusive and less private sensing framework for monitoring individual thermal comfort in real-time. Therefore, this paper proposes an integrative comfort-based personalized cooling system with the operation of the centralized systems in office buildings. The results show that such integrative and interactive HVAC system for workplaces has advantages over thermal comfort improvements and energy savings.
keywords Adaptive thermal comfort; Non-intrusive personalized cooling system; Occupant-responsive HVAC control; Intelligent workplace
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2017_104
id caadria2017_104
authors Lu, Xiao, Dounas, Theodoros, Spaeth, Benjamin, Bissoonauth, Chitraj and Galobardes, Isaac
year 2017
title Robotic Simulation of Textile as Concrete Reinforcement and Formwork
source P. Janssen, P. Loh, A. Raonic, M. A. Schnabel (eds.), Protocols, Flows, and Glitches - Proceedings of the 22nd CAADRIA Conference, Xi'an Jiaotong-Liverpool University, Suzhou, China, 5-8 April 2017, pp. 863-872
doi https://doi.org/10.52842/conf.caadria.2017.863
summary New possibilities of concrete constructions in architecture, the traditional formwork can be gradually replaced by the use of flexible textile. At the same time textile reinforcement combined with fabric formwork, introduces an innovative integrated solution in the fabrication of concrete. Based on a simple understanding of the textile weaving and knitting techniques, this project concentrates on the architectural production and the structural optimization of the textile as both concrete reinforcement and formwork. Furthermore, we present a robotic simulation of the process that develops using a series of computational experiments to research the sequence of weaving and/or knitting. Through the computational process and the design simulations, the research is firmly rooted in analog and digital exploration of material and its implementation in architecture, with particular emphasis on the convergence of robotics and computation. Note that the paper deals mainly with the software and weaving simulation as part of a larger research project, without dealing with the production of physical artefacts.
keywords robotic weaving; textile-reinforcement; parametric design; lightweight structure; textile-reinforced concrete
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2020_257
id caadria2020_257
authors Lu, Yao, Birol, Eda Begum, Johnson, Colby, Hernandez, Christopher and Sabin, Jenny
year 2020
title A Method for Load-responsive Inhomogeneity and Anisotropy in 3D Lattice Generation Based on Ellipsoid Packing
source D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 1, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 395-404
doi https://doi.org/10.52842/conf.caadria.2020.1.395
summary 3D lattice structures are gaining widespread application in multiple design fields. While the number of projects that utilize load-responsive inhomogeneous and anisotropic 3D lattices in design applications increase, accessible and effective algorithmic generation methodologies remain lacking. This paper addresses this gap by introducing a novel computational method for controlled load-responsive inhomogeneity and anisotropy in 3D lattice generation. The presented methods employ a responsive Ellipsoid Packing algorithm informed by the global tensor field of the packing geometry, followed by a Kissing Ellipsoids algorithm to generate the lattice. Load specific anisotropy and inhomogeneity in the ellipsoid packing process is achieved in response to the magnitude and directionality values of the global tensor field and specialized responsive lattices are easily generated. The proposed Ellipsoid Packing workflow is compared to various common lattice generation algorithms. Results show improvement in mechanical performance.
keywords 3D lattice; ellipsoid packing; bio-inspired; algorithmic design; ceramic brick
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2020_164
id caadria2020_164
authors Lu, Yi-Heng, Wang, Shih-Yuan, Sheng, Yu-Ting, Lin, Che-Wei, Pang, Yu-Hsuan and Hung, Wei-Tse
year 2020
title Transient Materialization – Robotic Metal Curving
source D. Holzer, W. Nakapan, A. Globa, I. Koh (eds.), RE: Anthropocene, Design in the Age of Humans - Proceedings of the 25th CAADRIA Conference - Volume 2, Chulalongkorn University, Bangkok, Thailand, 5-6 August 2020, pp. 423-432
doi https://doi.org/10.52842/conf.caadria.2020.2.423
summary This paper introduces the notion of transient materialization to investigate a novel approach of robotic fabrication. Transient materialization explores a new logic of materialization that takes the advantage of differentiated material states to generate form at a particular moment through computation and fabrication technologies. Specifically, this design research explains a unique design and fabrication process, opening up a new method of materializing architectural form that emerges from the interweaving of data, the material capacity (plastic deformation), timing, and machine capacity. Hence, to examine this research direction, this paper conducts an experimental project, Robotic Metal Curving, through hands-on material experiments, as well as the development of algorithms, robot motion, and prototyping machines. This experiment utilizes an induction heating technique in cooperation with a six-axis industrial robotic arm and fabrication equipment used to shape each metal rod into a three-dimensional curve at a transient moment. In addition, the project focuses not only on developing a robotic metal curving system but also apply this technique in large scale by fabricating a wire-frame structure.
keywords Robotic Fabrication; Digital Fabrication; Metal Bending
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2021_196
id caadria2021_196
authors Lu, Yueheng, Tian, Runjia, Li, Ao, Wang, Xiaoshi and Jose Luis, Garcia del Castillo Lopez
year 2021
title CubiGraph5K - Organizational Graph Generation for Structured Architectural Floor Plan Dataset
source A. Globa, J. van Ameijde, A. Fingrut, N. Kim, T.T.S. Lo (eds.), PROJECTIONS - Proceedings of the 26th CAADRIA Conference - Volume 1, The Chinese University of Hong Kong and Online, Hong Kong, 29 March - 1 April 2021, pp. 81-90
doi https://doi.org/10.52842/conf.caadria.2021.1.081
summary In this paper, a novel synthetic workflow is presented for procedural generation of room relation graphs of floor plans from structured architectural datasets. Different from classical floor plan generation models, which are based on strong heuristics or low-level pixel operations, our method relies on parsing vectorized floor plans to generate their intended organizational graph for further graph-based deep learning. This research work presents the schema for the organizational graphs, describes the generation algorithms, and analyzes its time/space complexity. As a demonstration, a new dataset called CubiGraph5K is presented. This dataset is a collection of graph representations generated by the proposed algorithms, using the floor plans in the popular CubiCasa5K dataset as inputs. The aim of this contribution is to provide a matching dataset that could be used to train neural networks on enhanced floor plan parsing, analysis and generation in future research.
keywords Graph Theory; Algorithm; Architecture Design Dataset; Organizational Graph
series CAADRIA
email
last changed 2022/06/07 07:59

_id caadria2016_539
id caadria2016_539
authors Lublasser, E.; J. Braumann, D. Goldbach and S. Brell-Cokcan
year 2016
title Robotic Forming: Rapidly Generating 3D Forms and Structures through Incremental Forming
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. 539-548
doi https://doi.org/10.52842/conf.caadria.2016.539
summary The past years have seen significant developments in the area of robotic design interfaces. Building upon visual programming environments, these interfaces now allow the creative industry to de- fine even complex fabrication processes in an easy, accessible way, while providing instant, production-immanent feedback. However, while these software tools greatly speed up the programming of robot- ic arms, many processes are still inherently slow: Subtractive process- es need to remove a large amount of material with comparably small tools, while additive processes are limited by the speed of the extruder and the properties of the extruded material. In this research we present a new method for incrementally shaping transparent polymer materi- als with a robotic arm, without requiring heat or dies for deep- drawing, thus allowing us to rapidly fabricate individual panels within a minimum of time.
keywords Incremental forming; robotic fabrication; visual programming
series CAADRIA
email
last changed 2022/06/07 07:59

_id ddss2006-pb-235
id DDSS2006-PB-235
authors Luca Caneparo, Francesco Guerra, and Elena Masala
year 2006
title UrbanLab - Generative platform for urban and regional design
source Van Leeuwen, J.P. and H.J.P. Timmermans (eds.) 2006, Progress in Design & Decision Support Systems in Architecture and Urban Planning, Eindhoven: Eindhoven University of Technology, ISBN-10: 90-386-1756-9, ISBN-13: 978-90-386-1756-5, p. 235-251
summary UrbanLab is a computer system supporting urban and regional design. The papers outlines two leading aspects of this large research project, aimed respectively to make explicit the dynamic of the design in its time and geographic dimensions, and to interactively represent the interplay of some, explicitly, recognised factors, for instance the role of a multitude of different (local) actors in the design process. UrbanLab has been applied to several projects at different scales. We consider the applications to dynamically and interactively generating models of an Alpine valley. The modelling in the spatial and temporal dimensions provided us with the elements to study the evolution over the next twenty years.
keywords Generative modelling, Participatory design, DSS, GIS, Software agent, Urban design, Regional design
series DDSS
last changed 2006/08/29 12:55

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