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	ecaade2015_177
id	ecaade2015_177
authors	Sakai, Yasushi and Tsunoda, Daisuke
year	2015
title	Decentralized Version Control and Mass Collective Collaboration in design - A Case Study of a Web Application Utilizing the Diff Algorithm and Automated Design Generation
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 207-214
doi	https://doi.org/10.52842/conf.ecaade.2015.2.207
wos	WOS:000372316000025
summary	Especially in early design phases, there is still potential to achieve collective design in architecture. To investigate the possibilities of mass collaboration, this study is based on a web application (http://lmnarchitecture.com) which implements the same technology that present software development stands on. Within those plans, the system calculates the resemblance between the models utilizing an algorithm that computes the difference between texts. The system requires the users to choose one model that is existent, and calculates the resemblance in real-time. As a result, a tree diagram is collectively achieved each having the link of inheritance. Two types of “Bots” (automated plan generation) was implemented to examine the effect of human-machine collaboration. As a result, there were 1750 models submitted in three months. Throughout the models created by humans, in this system, 49% of the models were inherited by the same user, and 23.04% of the models inherited bots.
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=e9b6e77e-6fe8-11e5-a8c6-00190f04dc4c
last changed	2022/06/07 07:56

_id	acadia15_407
id	acadia15_407
authors	Kim, Dongil; Lee, Seojoo
year	2015
title	A Systemized Aggregation with Generative Growth Mechanism in Solar Environment
source	ACADIA 2105: Computational Ecologies: Design in the Anthropocene [Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-53726-8] Cincinnati 19-25 October, 2015), pp. 407-415
doi	https://doi.org/10.52842/conf.acadia.2015.407
summary	The paper demonstrates a work-in-progress research on an agent-based aggregation model for architectural applications with a system of assembly based on environmental data acted as a driver for a growth mechanism. Even though the generative design and algorithms have been widely employed in the field of art and architecture, such applications tend to stay in morphological explorations. This paper examines an aggregation model based on Diffusion Limited Aggregation system incorporating solar environment analysis for global perspective of aggregation, the geometry research for lattice systems, and morphological principles of unit module in agent scale. The later part of this research paper demonstrates the potential of a design process through the “Constructed Cloud” case study, including site-specific applications and the implementation of the systematized rule set.
keywords	Aggregation, Generative Algorithm, Diffusion Limited Aggregation, Responsive Growth Mechanism, Solar Environment, Responsive System / Algorithm, Adaptable Architecture, Data Analysis, Systemized Architecture, Truncated Octahedron, Sun Oriented Aggregation
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:52

_id	ijac201513205
id	ijac201513205
authors	Nahmad Vazquez, Alicia and Wassim Jabi
year	2015
title	A Collaborative Approach to Digital Fabrication:A Case Study for the Design and Production of Concrete ‘Pop-up’ Structures
source	International Journal of Architectural Computing vol. 13 - no. 2, 195-216
summary	The research presented in this paper utilizes industrial robotic arms and new material technologies to model and explore a prototypical workflow for on-site robotic collaboration based on feedback loops. This workflow will ultimately allow for the construction of customized, free-form, on-site concrete structures without the need for complex formwork. The paper starts with an explanation of the relevance of collaborative robotics through history in the industry and in architecture. An argument is put forward for the need to move towards the development of collaborative processes based on feedback loops amongst the designer, the robot and the material, where they all inform each other continuously. This kind of process, with different degrees of autonomy and agency for each actor, is necessary for on-site deployment of robots. A test scenario is described using an innovative material named concrete canvas that exhibits hybrid soft fabric and rigid thin-shell tectonics. This research project illustrates the benefits of integrating information-embedded materials, masscustomization and feedback loops. Geometry scanning, parametric perforation pattern control, computational analysis and simulation, and robotic fabrication were integrated within a digital fabrication deployment scenario. The paper concludes with a detailed report of research findings and an outline for future work.
series	journal
last changed	2019/05/24 09:55

_id	acadia15_297
id	acadia15_297
authors	Vasey, Lauren; Baharlou, Ehsan; Dörstelmann, Moritz; Koslowski; Marshall Prado, Valentin; Schieber, Gundula; Menges, Achim; Knippers, Jan
year	2015
title	Behavioral Design and Adaptive Robotic Fabrication of a Fiber Composite Compression Shell with Pneumatic Formwork
source	ACADIA 2105: Computational Ecologies: Design in the Anthropocene [Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-53726-8] Cincinnati 19-25 October, 2015), pp. 297-309
doi	https://doi.org/10.52842/conf.acadia.2015.297
summary	This paper presents the production and development of an adaptive robotically fabricated ber composite compression shell with pneumatic formwork as a case study for investigating a generative behavioral design model and an adaptive, online mode of production. The project builds off of previous research at the University of Stuttgart on lightweight ber composite structures which attempts to reduce the necessary formwork for fabrication while simultaneously incorporating structural, material and fabrication logics into an integrative computational design tool. This paper discusses the design development and fabrication work ow of the project, as well a set of strategies which were developed for online robotic programming in response to live sensor data.
keywords	Behavioral Fabrication, Behavioral Robotics, Agent Based Computation, Online Control, Biomimetics, Pneumatics, Signal Processing, Fibre Based Composites
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:58

_id	acadia21_530
id	acadia21_530
authors	Adel, Arash; Augustynowicz, Edyta; Wehrle, Thomas
year	2021
title	Robotic Timber Construction
source	ACADIA 2021: Realignments: Toward Critical Computation [Proceedings of the 41st Annual Conference of the Association of Computer Aided Design in Architecture (ACADIA) ISBN 979-8-986-08056-7]. Online and Global. 3-6 November 2021. edited by S. Parascho, J. Scott, and K. Dörfler. 530-537.
doi	https://doi.org/10.52842/conf.acadia.2021.530
summary	Several research projects (Gramazio et al. 2014; Willmann et al. 2015; Helm et al. 2017; Adel et al. 2018; Adel Ahmadian 2020) have investigated the use of automated assembly technologies (e.g., industrial robotic arms) for the fabrication of nonstandard timber structures. Building on these projects, we present a novel and transferable process for the robotic fabrication of bespoke timber subassemblies made of off-the-shelf standard timber elements. A nonstandard timber structure (Figure 2), consisting of four bespoke subassemblies: three vertical supports and a Zollinger (Allen 1999) roof structure, acts as the case study for the research and validates the feasibility of the proposed process.
series	ACADIA
type	project
email
last changed	2023/10/22 12:06

_id	sigradi2015_11.165
id	sigradi2015_11.165
authors	Ligler, Heather; Economou, Thanos
year	2015
title	Lost in Translation: Towards an Automated Description of John Portman’s Domestic Architecture
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 657-661.
summary	The prevalent mode of shape grammar output is a two-dimensional drawing grammar. For architectural applications, these two- dimensional shape rules can hold a variety of interpretations in three-dimensional space. This work translates an existing grammar from a manual two-dimensional drawing grammar to an automated three-dimensional building grammar to explore the challenges and opportunities that this translation suggests in the larger context of shape computation. The case study considered here is a grammar interpreting John Portman’s architectural language as defined by the house Portman identifies as emblematic of his design principles, his 1964 personal residence Entelechy I.
keywords	Shape Grammars, Shape Grammar Implementations, Formal Composition, Generative Systems
series	SIGRADI
email
last changed	2016/03/10 09:54

_id	ecaade2015_317
id	ecaade2015_317
authors	Cavieres, Andres and Gentry, Russell
year	2015
title	Masonry Regions: A New Approach for the Representation of Masonry Walls in BIM Applications
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 585-595
doi	https://doi.org/10.52842/conf.ecaade.2015.1.585
wos	WOS:000372317300063
summary	The article describes the theoretical approach for the development of computational representations of masonry walls based on the concept of regions. A masonry region is intended to support the description of various levels of detail pertaining to a masonry wall assembly, capturing the evolution and complexity of design information from early conceptual stages down to construction and operation. Since different wall types are characterized by a different set of domain-specific requirements, a special emphasis is put on a flexible strategy for classification of different types of view-dependent masonry regions. This classification will provide the foundation upon which masonry specific parametric modeling and rule-checking applications can be elaborated in the future. It will also provide the basis for the definition of model views necessary for particular data queries and exchanges between design stakeholders. The article introduces the concept of regions, and discusses its implications and future steps.
series	eCAADe
email
last changed	2022/06/07 07:55

_id	sigradi2015_9.347
id	sigradi2015_9.347
authors	Andrade, Eduardo; Orellana, Nicolas; Mesa, Javiera; Felmer, Patricio
year	2015
title	Spatial Configuration and Sociaty. Comparison between the street market Tristan Matta and Tirso de Molina Market
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 481-485.
summary	This research aims to clarify how certain visual and accessibility patterns, in buildings and urban environments, are related to social activities that take place in them. The study, based on the theory of space syntax (Hillier & Hanson 1984; Hillier, 1996), seeks to recognize patterns of behavior, both individual and aggregate. The case studies are Tirso de Molina Market and the free street market Tristan Matta, both in Santiago de Chile.
keywords	pace Syntax, Visibilidad, Accesibilidad, Conectividad, Comportamiento
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	sigradi2015_10.177
id	sigradi2015_10.177
authors	Angelo, Alex Garcia Smith; Manna, Ilaria La; Hernandez, Oscar; Valdiviezo, Marlon; Lastras, Alejandra Díaz de León; Salazar, Oscar Ivan Campo; Montezuma, Vanessa; Zubieta, Marco
year	2015
title	Fab Lab and Multiculturalism in Latin America: The Fab Lat Kids case and the project “Emosilla”
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 551-557.
summary	This paper expresses a lecture of the experience of an investigation carried by a group of Latin American Fab Labs dedicated to the promotion of the use of modeling, digital fabrication, and network communication as tools of educational and social development of children in latin culture. This study is based on online workshop typologies with a methodological perspective that included local technological adaptations, data gathering, and exchange of knowledge on the fab lab network.
keywords	Design, Digital Manufacturing, Society, Technology Learning, Collaborative Network
series	SIGRADI
email
last changed	2016/03/10 09:47

_id	acadia15_357
id	acadia15_357
authors	Ashour, Yassin; Kolarevic, Branko
year	2015
title	Heuristic Optimization in Design
source	ACADIA 2105: Computational Ecologies: Design in the Anthropocene [Proceedings of the 35th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-692-53726-8] Cincinnati 19-25 October, 2015), pp. 357-369
doi	https://doi.org/10.52842/conf.acadia.2015.357
summary	This paper presents a workflow called the ‘heuristic optimization workflow’ that integrates Octopus, a Multi-Objective Optimization (MOO) engine with Grasshopper3D, a parametric modeling tool, and multiple simulation software. It describes a process that enables the designer to integrate disparate domains via Octopus and complete a feedback loop with the developed interactive, real-time visualization tools. A retrospective design of the Bow Tower in Calgary is used as a test case to study the impact of the developed workflow and tools, as well as the impact of MOO on the performance of the solutions. The overall workflow makes MOO based results more accessible to designers and encourages a more interactive ‘heuristic’ exploration of various geometric and topological trajectories. The workflow also reduces design decision uncertainty and design cycle latency through the incorporation of a feedback loop between geometric models and their associated quantitative data. It is through the juxtaposition of extreme performing solutions that serendipity is created and the potential for better multiple performing solutions is increased.es responsive systems, which focus on the implementation of multi-objective adaptive design prototypes from sensored environments. The intention of the work is to investigate multi-objective criteria both as a material system and as a processing system by creating prototypes with structural integrity, where the thermal energy flow through the prototype, to be understood as a membrane, can be controlled and the visual transparency altered. The work shows performance based feedback systems and physical prototype models driven by information streaming, screening, and application.
keywords	Multi-Objective Optimization, Generative Design, Performance-Based Design
series	ACADIA
type	normal paper
email
last changed	2022/06/07 07:54

_id	eaea2015_t3_paper04
id	eaea2015_t3_paper04
authors	Breen, Jack
year	2015
title	Thematic Visualisation Studies: The AA Variations
source	ENVISIONING ARCHITECTURE: IMAGE, PERCEPTION AND COMMUNICATION OF HERITAGE [ISBN 978-83-7283-681-6],Lodz University of Technology, 23-26 September 2015, pp.309-318
summary	The underlying thesis of the research described in this paper is that imaginative, model-based explorations may help us better understand iconic architectural artefacts, such as cultural heritage projects. In order to systematically consider and study architectural artefacts, it is essential for academics to reach a level of clarity – and potentially even consensus – concerning the domains of architectural design that may be considered relevant and to question - often implicitly – shared conceptions. This paper intends to communicate the results and findings of an in-depth case-based exploration on the basis of ten design artefacts, using a specially developed conceptual framework. Furthermore, the aim was to draw conclusions concerning the benefits and potentials of this approach in the context of heritage-based architectural research in an academic environment.
keywords	iconic architecture; 3D modelling; design education
series	EAEA
email
last changed	2016/04/22 11:52

_id	caadria2015_206
id	caadria2015_206
authors	Chien, Sheng-Fen; Hsiu-Pai Su and Yu-Wei Huang
year	2015
title	Parade
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. 375-384
doi	https://doi.org/10.52842/conf.caadria.2015.375
summary	It is import to formalize design knowledge to capture tacit design experience and techniques. This research aims to utilize the power of patterns and language to formulate knowledge of parametric design. We have found through our own experience of learning and teaching parametric design, examples are the most familiar form of learning. We proposed a way of documenting design knowledge in four parts: pattern, example, case and source. We have implemented the repository as a web browser based system, named PARADE. A preliminary study of the system is conducted.
keywords	Design pattern; knowledge repository; parametric design.
series	CAADRIA
email
last changed	2022/06/07 07:55

_id	ecaade2015_92
id	ecaade2015_92
authors	Daher, Elie; Kubicki, Sylvain and Halin, Gilles
year	2015
title	A Parametric Process for Shelters and Refugees’ Camps Design
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 541-548
doi	https://doi.org/10.52842/conf.ecaade.2015.2.541
wos	WOS:000372316000061
summary	Many situations related to natural environment and human activities increase the risk related to housing and create a demand for rapid post-disaster solutions. The solutions implemented by both the non-governmental organizations (NGOs) and the local and national organizations should fulfill the requirements of the temporarily displaced populations. However post-disaster design faces many challenges in its process making the response always more complex. At the same time, computer-based design is a growing approach in both architectural practice and research. The research described in this paper aims to help in finding solutions to design issues by addressing the potential of computer-based architectural design support. It is applied to shelter and camp development and takes into account physical, contextual and climatic parameters. The outcome is a design process for shelter and camp, which has been validated by a parametric prototype experiment in a case study. This should support humanitarian teams and contribute to enhancing the quality of design as well as to reducing the time required for the design and construction processes.
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=02a874e6-6e90-11e5-8511-3bb4258a8962
last changed	2022/06/07 07:56

_id	caadria2015_150
id	caadria2015_150
authors	Fischer, Thomas
year	2015
title	Participation, Not Conservation
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. 499-508
doi	https://doi.org/10.52842/conf.caadria.2015.499
summary	This paper introduces a research context characterised by a rich traditional heritage and by rapid urbanisation, and it argues for a discursive and participative, rather than a conservation-oriented approach to heritage conservation in this context. Harnessing the digital mastery found at architecture and design schools, the presented approach aims at the production of self-referential stories that hopefully engage students as well as others in appreciation of these traditions’ intangible qualities. A case study based on this approach undertaken in the context of silk weaving is discussed, and some results are shown.
keywords	Heritage; digital craft; storytelling; design; Jacquard loom.
series	CAADRIA
email
last changed	2022/06/07 07:51

_id	ijac201513305
id	ijac201513305
authors	Globa, Anastasia; Michael Donn and Jules Moloney
year	2015
title	Abstraction versus Case Based: A Comparative Study of Two Approaches to Support Parametric Design
source	International Journal of Architectural Computing vol. 13 - no. 3, 313-333
summary	Abstraction versus Case Based:A Comparative Study of Two Approaches to Support Parametric Design
series	journal
last changed	2019/05/24 09:55

_id	cf2015_112
id	cf2015_112
authors	Globa, Anastasia; Moloney, Jules and Donn, Michael
year	2015
title	Urban Codes: Abstraction and Case-Based Approaches to Algorithmic Design and Implications for the Design of Contemporary Cities
source	The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 112-123.
summary	This paper reports on a comparative study that evaluates two approaches to support the learning and use of algorithmic design in architecture, and extrapolates from this to consider applications for the algorithmic design of cities. The study explored two methods to reduce the barriers of using programming and potentially improve design performance. The first is the reuse of abstract algorithmic ‘patterns’. The second approach is the reuse of algorithmic solutions from specific design cases (case-based design). Reflecting on this research we outline how our findings discussed in relation to alternate thinking on the use of pattern, might inform a hybrid approach to the algorithmic design of cities.
keywords	Case-Based, Design Patterns, algorithmic design, Urban Design
series	CAAD Futures
email
last changed	2015/06/29 07:55

_id	sigradi2015_12.19
id	sigradi2015_12.19
authors	Hanns, Daniela Kutschat
year	2015
title	Networked and Digitally Based Actions for Citizen-centered Design: Transparency Hacker, a Case Study
source	SIGRADI 2015 [Proceedings of the 19th Conference of the Iberoamerican Society of Digital Graphics - vol. 2 - ISBN: 978-85-8039-133-6] Florianópolis, SC, Brasil 23-27 November 2015, pp. 694-701.
summary	Transpar?ncia Hacker (Transparency Hacker or THacker), a community that promotes a variety of online and offline actions designed to open up public data resources to citizens and to encourage citizens participation in civil rights and law-making. In this paper THacker acts as a case study of projects focused on social innovation within the context of eGovernment, open data and transparency.
keywords	Civic Participation, Transpar?ncia Hacker, Open Data, eGovernment
series	SIGRADI
email
last changed	2016/03/10 09:53

_id	ecaade2015_307
id	ecaade2015_307
authors	Kallegias, Alexandros and Erdine, Elif
year	2015
title	Design by Nature: Concrete Infiltrations
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 2, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 513-520
doi	https://doi.org/10.52842/conf.ecaade.2015.2.513
wos	WOS:000372316000058
summary	The paper aims to address methods of realizing computationally generated self-organizing systems on a one-to-one scale with the employment of a singular material system. The case study described in this paper is the outcome of an investigation which has explored earth scaffolding, fabric form-work, and concrete materiality during an international three-week architecture workshop. Real-time generative form-finding methods based on branching and bundling systems in nature have been developed and simulated in an open-source programming environment. The outcome of the simulation stage has been analyzed structurally via Finite Element Analysis (FEA), results of which have served as inputs for the fine-tuning of the simulation. Final three-dimensional geometry has been fabricated by employing fabric, essentially forming the fabric form-work. Fabric form-work is then laid on top of the earth scaffolding, followed by the process of concrete casting. From a pedagogical point of view, the research focuses on the integration of digital design techniques between various design/architecture/analysis platforms combined with basic and advanced techniques of construction within a limited time frame.abstract here by clicking this paragraph.
series	eCAADe
email
last changed	2022/06/07 07:52

_id	ecaade2015_202
id	ecaade2015_202
authors	Kim, Hyoungsub; Asl, Mohammad Rahmani and Yan, Wei
year	2015
title	Parametric BIM-based Energy Simulation for Buildings with Complex Kinetic Façades
source	Martens, B, Wurzer, G, Grasl T, Lorenz, WE and Schaffranek, R (eds.), Real Time - Proceedings of the 33rd eCAADe Conference - Volume 1, Vienna University of Technology, Vienna, Austria, 16-18 September 2015, pp. 657-664
doi	https://doi.org/10.52842/conf.ecaade.2015.1.657
wos	WOS:000372317300071
summary	This paper aims to investigate a new methodology for analysing energy performance of buildings with complex kinetic façades. In this research, the flexible movements of individual kinetic façades in a building is determined by the façades' opening ratios and the sun path. The platform development is conducted through a visual programing environment in BIM, and the process is presented with a case study. Finally, the building's energy performance is compared with a building having static façades using whole building energy analysis tool.
series	eCAADe
email
more	https://mh-engage.ltcc.tuwien.ac.at/engage/ui/watch.html?id=2e70ba2e-7021-11e5-9015-00190f04dc4c
last changed	2022/06/07 07:52

_id	cf2015_205
id	cf2015_205
authors	Oliveira, Eduardo; Kirley, Michael; Kvan, Tom; Karakiewicz, Justyna and Vaz, Carlos
year	2015
title	Distributed and heterogeneous data analysis for smart urban planning
source	The next city - New technologies and the future of the built environment [16th International Conference CAAD Futures 2015. Sao Paulo, July 8-10, 2015. Electronic Proceedings/ ISBN 978-85-85783-53-2] Sao Paulo, Brazil, July 8-10, 2015, pp. 205.
summary	Over the past decade, ‘smart’ cities have capitalized on new technologies and insights to transform their systems, operations and services. The rationale behind the use of these technologies is that an evidence-based, analytical approach to decision-making will lead to more robust and sustainable outcomes. However, harvesting high-quality data from the dense network of sensors embedded in the urban infrastructure, and combining this data with social network data, poses many challenges. In this paper, we investigate the use of an intelligent middleware – Device Nimbus – to support data capture and analysis techniques to inform urban planning and design. We report results from a ‘Living Campus’ experiment at the University of Melbourne, Australia focused on a public learning space case study. Local perspectives, collected via crowdsourcing, are combined with distributed and heterogeneous environmental sensor data. Our analysis shows that Device Nimbus’ data integration and intelligent modules provide high-quality support for decision-making and planning.
keywords	smart city, smart campus, middleware, data fusion, urban design, urban planning.
series	CAAD Futures
email
last changed	2015/06/29 07:55

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