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	caadria2023_300
id	caadria2023_300
authors	Okhoya, Victor and Bernal, Marcelo
year	2023
title	Variability in Machine Learning for Multi-Criteria Performance Analysis
source	Immanuel Koh, Dagmar Reinhardt, Mohammed Makki, Mona Khakhar, Nic Bao (eds.), HUMAN-CENTRIC - Proceedings of the 28th CAADRIA Conference, Ahmedabad, 18-24 March 2023, pp. 149–158
doi	https://doi.org/10.52842/conf.caadria.2023.1.149
summary	Parametric analysis is emerging as an important approach to building performance evaluation in architectural practice. Since architectural performance has many competing metrics multi-criteria analysis is required to deal effectively with the complexity. However, multi-criteria parametric analysis involves large design spaces that are expensive to compute. Machine learning is emerging as an important design space reduction method for multi-criteria analysis. However, there are many types of machine learning algorithms and architects can benefit from understanding which algorithms perform well on which tasks. Using a mid-rise commercial residential tower project this paper investigates three common machine learning algorithms for performance against three common performance metrics. The algorithms are multi-layer perceptrons, support vector machines, and random forests, while the metrics are site energy, illuminance, and a value function that combines them both. In addition, we seek to understand what factors are most impactful in improving algorithm performance. We investigate four impact factors namely sample size, sensitivity analysis, feature selection, and hyperparameters. We find that multi-layer perceptrons perform best for all three performance metrics. We also find that hyperparameter tuning is the most impactful factor affecting multi-layer perceptron performance.
keywords	parametric analysis, machine learning, design space
series	CAADRIA
email
last changed	2023/06/15 23:14

_id	ijac202220309
id	ijac202220309
authors	Okhoya, Victor W; Marcelo Bernal; Athanassios Economou; Nirvik Saha; Robert Vaivodiss; Tzu-Chieh K Hong; John Haymaker
year	2022
title	Generative workplace and space planning in architectural practice
source	International Journal of Architectural Computing 2022, Vol. 20 - no. 3, pp. 645–672
summary	Generative design is emerging as an important approach for design exploration and design analysis in architectural practice. At the interior design scale, although many approaches exist, they do not meet many requirements for implementing generative design in practice. These requirements include the need for enduser accessible tools and skills, rapid execution, the use of standard inputs and outputs, and being scalable and reusable. In this paper, we describe a hybrid process that uses both space allocation and shape grammar algorithms to solve workplace and space planning interior design problems. Space allocation algorithms partition spaces according to program requirements while shape grammar automates the placement of inventory and the production of high-resolution drawings. We evaluate using three real world example projects how this hybrid approach meets the identified requirements of generative space planning in architectural practice
keywords	Generative design, shape grammar, space allocation, space planning
series	journal
last changed	2024/04/17 14:30

_id	404e
authors	Oksala , T.
year	1988
title	Logical Models for Rule-based CAAD
source	CAAD futures ‘87 [Conference Proceedings / ISBN 0-444-42916-6] Eindhoven (The Netherlands), 20-22 May 1987, pp. 107-116
summary	The aim of this paper is to present the basic results of a theoretic approach to represent architectural individual forms in CAD systems. From the point of view of design methodology and problem solving these descriptions might be conceived' as parts of possible environments satisfying the laws of some design theory in logical sense. This paper describes results in a series of logical studies towards rule and knowledge based systems for design automation. The effective use of programming languages and computers as design aids in architecture presupposes certain capabilities to articulate built environment logically. The use of graphic languages in the description of environmental items e.g. buildings might be theoretically mastered by formal production systems including linguistic, geometric, and spatio-material generation. The combination of the power of formal mechanisms and logical individual calculus offers suitable framework to generate arbitrary e.g. free spatial compositions as types or unique solutions. In this frame it is natural to represent in a coherent way very complex hierarchical parsing of buildings in explicit form as needed in computer implementations. In order to simulate real design work the individual configurations of possible built forms should be designed to satisfy known rules. In the preliminary stage partial solutions to design problems may be discussed in mathematical terms using frameworks like lattices, graphs, or group theoretical considerations of structural, functional, and visual organization of buildings. The capability to produce mathematically sophisticated geometric structures allows us to generalize the approach further. The theoretical design knowhow in architecture can be partly translated in to some logic and represented in a knowledge base. These rules are used as selection criteria for geometric design candidates in the sense of logical model theory and mathematical optimization. The economy of the system can be developed by using suitable conduct mechanisms familiar e.g. from logic programming. The semantics of logic offers a frame to consider computer assisted and formal generation in design. A number of semantic and pragmatic problems, however, remain to be solved. In any case conceptual analyses based on logic are applicable in order to rationally reconstruct architectural goals contributing to the quality of environmental design, which should be the main goal in the development of design systems in near future.
series	CAAD Futures
last changed	1999/04/03 17:58

_id	sigradi2018_1663
id	sigradi2018_1663
authors	Oliveira, Ana Beatriz de Figueiredo; Giacaglia, Marcelo Eduardo
year	2018
title	Collaborative or adversarial production and BIM: a method for better understanding of contracting types, based on BPMN
source	SIGraDi 2018 [Proceedings of the 22nd Conference of the Iberoamerican Society of Digital Graphics - ISSN: 2318-6968] Brazil, São Carlos 7 - 9 November 2018, pp. 581-589
summary	BIM represents a paradigm change in the production process, and its use can be facilitated or hindered by the contracting scheme. Contracting can be relational or transactional; the first refers to collaboration and the second to an adversarial environment. In literature, the different contracting schemes are presented in textual form, which is not the best format to analyze similarities and differences among them. A graphical form for comparison is proposed, using the well-known diagrams of AIA and the BPMN notation. A collaborative production process favors integration and the use of BIM, resulting in more efficiency and quality of the project.
keywords	BIM; BPMN; Construction contract; Integration; Production process
series	SIGRADI
email
last changed	2021/03/28 19:59

_id	ecaade2016_193
id	ecaade2016_193
authors	Oliveira, Rui and Sousa, Jose Pedro
year	2016
title	Building Traditions with Digital Research - Reviewing the Brick Architecture of Raúl Hestnes Ferreira through Robotic Fabrication
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. 123-131
doi	https://doi.org/10.52842/conf.ecaade.2016.1.123
wos	WOS:000402063700014
summary	Brick construction has a strong tectonic tradition in architecture, being used both as a structural and as an expressive material. Despite several technological innovations at the composition and production level, its application still relies on talented craftsmanship, which has some natural human limitations and has becoming harder to find in the present days. To overcome this problem, robotic assembly technologies have been introduced in the field, opening new design and construction possibilities. In this context, this paper intends to examine their application but from a different perspective, by examining how they can be used to connect with the traditions in brick construction. To do so, it presents and analyses the work of Portuguese architect Raúl Hestnes Ferreira, and develops a computational design and robotic fabrication research on the topics of corner, column and dome bricks. The production of a column design at the 1:1 scale using an automated process serves to reflect on the relevance of new technologies to innovate in accordance to tradition.
keywords	Brick Construction; Hestnes Ferreira; Robotic Assembly; Computational Design; Digital Fabrication
series	eCAADe
email
last changed	2022/06/07 08:00

_id	ba73
authors	Oliván, Alfredo Serreta and Sebastián, Ricardo Aliod
year	2001
title	GESTARCAD, UNA APLICACIÓN PARA EL DISEÑO Y SIMULACIÓN DE REDES DE FLUIDOS, PROGRAMADA BAJO EL ENTORNO AUTOCAD UTILIZANDO OBJETOS ACTIVE X EN VB 6.0 (GESTARCAD, An Application for the Design and Simulation of Networks of Fluids, Programmed in the Autocad Environment Using Active Objects X in 6,0 Vb)
source	SIGraDi biobio2001 - [Proceedings of the 5th Iberoamerican Congress of Digital Graphics / ISBN 956-7813-12-4] Concepcion (Chile) 21-23 november 2001, pp. 54-56
summary	In this paper, the programming methodology and the results obtained in the development of the GestarCAD simulation application as web as flow net design are presented. As a graphic interface AutoCAD is used, programming the application in Visual Basic 6.0 and using the objects Active X implemented by the latest versions of AutoCAD. In this way, both data input and plotting of results can be carried out from an AutoCAD environment.
series	SIGRADI
email
last changed	2016/03/10 09:56

_id	sigradi2011_412
id	sigradi2011_412
authors	Olmos Reveron, Francisco
year	2011
title	Desarrollando destrezas proyectuales con la asistencia de la Teoría de la Sintaxis del Espacio durante el primer año de los estudios de arquitectura [Developing spatial configuration abilities coupled with the Space Syntax theory for first year architectural studies]
source	SIGraDi 2011 [Proceedings of the 15th Iberoamerican Congress of Digital Graphics] Argentina - Santa Fe 16-18 November 2011, pp. 476-479
summary	The Space Syntax Theory (SST) has been taught at the Bartlett School of Postgraduate Studies at UCL as a tool for architects to explore the relationship between spatial configuration and social form. It has also been used as a design tool to explore and understand, during the design process, possible effects of design ideas on people interaction with space. However the introduction of SST in the first stage of architectural training as a learning resource for developing spatial configuration abilities has not been explored in detail yet. This paper is going to discuss an experience of training architectural students using the SST.
keywords	e-learning; virtual studio; design training; architecture theory; space syntax
series	SIGRADI
email
last changed	2016/03/10 09:56

_id	2b3a
authors	Olsen, Dan R. Jr.
year	1986
title	MIKE : The Menu Interaction Kontrol Environment
source	ACM Transactions on Graphics. October, 1986. vol. 5: pp. 318-344 : ill. includes bibliography
summary	User Interface Management System (UIMS) called MIKE that does not use the syntactic specifications found in most UIMSs is described. Instead, MIKE provides a default syntax that is automatically generated from the definition of the semantic commands that the interaction is to support. The default syntax is refined using an interface editor that allows modification of the representation of the interface. It is shown how active pictures can be created by adding action expressions to the viewports of MIKE's windowing system. The implications of MIKE's command based dialogue description are discussed in terms of extensible interfaces, device and dialogue-style independence, and system support functions
keywords	design, user interface, management, systems
series	CADline
last changed	2003/06/02 13:58

_id	caadria2013_184
id	caadria2013_184
authors	Ong Eu Ho Fabian, Patrick Janssen and Lo Tian Tian
year	2013
title	Group Forming: Negotiating Design Via Web-Based Interaction and Collaboration
source	Open Systems: Proceedings of the 18th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2013) / Singapore 15-18 May 2013, pp. 271-280
doi	https://doi.org/10.52842/conf.caadria.2013.271
wos	WOS:000351496100027
summary	This research project proposed to create spatial and communal qualities of Group Form architecture via a web-based user participation design method. The proposed method allows multiple users to simultaneously design houses on the same site, encouraging spatio-temporal negotiation as users interact and collaborate with one another. In order to assess the feasibility of this approach, a prototype of a web-based Group Form design tool was implemented using the Processing environment. An experiment using the web-based tool was conducted with the objective of exploring the actual user behaviour.
keywords	User participation, Group form, Web-based tool, Processing, Collaborative design
series	CAADRIA
email
last changed	2022/06/07 08:00

_id	caadria2007_089
id	caadria2007_089
authors	Onishi, Yasunobu; Mitsuo Morozumi, Riken Homma and Takahiro Maruyama
year	2007
title	Web-based Asynchronous Design Discussion Tool with Utilities for Attaching Comments to Image Data
source	CAADRIA 2007 [Proceedings of the 12th International Conference on Computer Aided Architectural Design Research in Asia] Nanjing (China) 19-21 April 2007
doi	https://doi.org/10.52842/conf.caadria.2007.x.s2x
summary	In today’s global, multi-faceted society, architectural design has become a collaborative effort. Often, however, team members are separated by distance and difference in work hours. In order to keep team members connected, research groups have been developing groupware for communication and data sharing using information and communication technology. The results of recent research indicate that the systems developed are useful especially in the early phases of the architectural design process. While these systems cannot support the most important process in design collaboration— the decision making itself—they will enable team members to communicate effectively. The goal of this research is to develop a decision support groupware for the design team. As the first step, in order to enhance interaction among team members, we developed a web-based asynchronous design discussion tool named DesIBo: Design Interaction Board, such as Bulletin Board System. This paper deals with the development of DesIBo employing new concepts about entering and browsing comments and evaluating that system. In the future, we will add a decision-support function to DesIBo.
series	CAADRIA
email
last changed	2022/06/07 07:50

_id	ijac20097309
id	ijac20097309
authors	Ophir, Yaniv
year	2009
title	Collective Intelligence: An Agent-Based Approach to Programmatic Organization in Architecture
source	International Journal of Architectural Computing vol. 7 - no. 3, 479-499
summary	Architectural programming is the research and decision-making process that identifies the scope of work to be designed. Programming is difficult because it involves identifying, collecting, analyzing and updating information from different sources such as engineers, clients, users, consultants, and others. In this paper I propose a computational model for programming and describe its implementation, a tool called PENA that allows a programming expert to represent different processes and people involved in a project using intelligent agents. By delegating responsibility to agents, a programming expert can better organize and manage project data as well as find creative solutions to conflicting issues through agent negotiation. As a proof-of-concept, I show how an agent, called the Arch-Learner, manages adjacencies of rooms in a simple program for a house by clustering them into public and private rooms. I conclude with a discussion of future work and development of PENA.
series	journal
last changed	2009/10/20 08:02

_id	caadria2018_309
id	caadria2018_309
authors	Oprean, Danielle, Verniz, Debora, Zhao, Jiayan, Wallgrün, Jan Oliver, Duarte, José P. and Klippel, Alexander
year	2018
title	Remote Studio Site Experiences: Investigating the Potential to Develop the Immersive Site Visit
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. 421-430
doi	https://doi.org/10.52842/conf.caadria.2018.1.421
summary	Immersive technologies are now enabling better and more affordable immersive experiences, offering the opportunity to revisit their use in the architectural and landscape studio to gain site information. Considering when travel to a site is limited or not possible, immersive experiences can help with conveying site information by overcoming issues faced in earlier virtual studios. We focused on developing three applications to understand the workflow for incorporating site information to generate an immersive site experience. The applications were implemented in a semester-long joint architecture and landscape architecture studio focused on remotely designing for the Santa Marta informal settlement in Rio, Brazil. Preliminary results of implementing the applications indicate a positive outlook towards using immersive experiences for site information particularly when a site is remote.
keywords	immersive experience; site visit; virtual reality
series	CAADRIA
email
last changed	2022/06/07 08:00

_id	sigradi2009_721
id	sigradi2009_721
authors	Orciuoli, Affonso
year	2009
title	Representar, Projetar e Construir. Novos paradigmas a partir do desenho por computador [Representation, Project and Construction. News paradigms from computer design]
source	SIGraDi 2009 - Proceedings of the 13th Congress of the Iberoamerican Society of Digital Graphics, Sao Paulo, Brazil, November 16-18, 2009
summary	Analyzing different moments that follow all steps related with tasks where the word “project” appears, we can highlight the importance of geometry to transmit an idea and also to allow that something could be done, fabricate or build. “To project” acquire not just the idea to premeditate the future, but also a chain that link a normally lineal path that start with the “idea” and finish with a “product”. The news methods that came from digital technologies applied in architecture and design blur this concept, using the same CAD data to represent and to build.
keywords	CAD; CNC; geometria; projeto; construção
series	SIGRADI
email
last changed	2016/03/10 09:56

_id	ddssup0213
id	ddssup0213
authors	Osaragi, Toshihiro
year	2002
title	Classification Methods for Spatial Data Representation
source	Timmermans, Harry (Ed.), Sixth Design and Decision Support Systems in Architecture and Urban Planning - Part two: Urban Planning Proceedings Avegoor, the Netherlands), 2002
summary	In the process of representing quantitative spatial data on a map, it is necessary to classify attribute values into some class divisions. When a number of classes are employed, the characteristics of spatial distribution of original data can be expressed faithfully. However, its legends might become rather complicated and the delicate color differences in the represented map would be difficult to distinguish. On the other hand, when employing a few classes, the information such as small vibrating factors or local peaks might be ignored; namely, much information of original data will be lost. Hence, we should discuss how many classes are necessary to represent spatial data. Furthermore, even if the same spatial data are represented using the same number of classes, we might obtain the quite different maps according to the choice of classification methods incorporated in existing geographic information systems. Namely, the characteristics of the original data might be overlooked, or there might be a risk of mistaking judgment, if we do not have enough knowledge about classification methods as well as the nature of original data. Hence, we should also discuss how the boundary value between each class should be set. In this paper, a new classification method using an evaluation function based on Akaike’s Information Criterion is proposed, and is applied to actual spatial data. Next, based on the consideration about its result, another classification method minimizing information loss of original data is proposed. Furthermore, numerical examples of its applications are achieved through the comparison with existing classification methods.
series	DDSS
last changed	2003/08/07 16:36

_id	ddss9844
id	ddss9844
authors	Osaragi, Toshihiro and Kurisaki, Naoko
year	1998
title	A Model of Land use Conversion and Its Application
source	Timmermans, Harry (Ed.), Fourth Design and Decision Support Systems in Architecture and Urban Planning Maastricht, the Netherlands), ISBN 90-6814-081-7, July 26-29, 1998
summary	A quantitative model for analyzing the spatial distribution of land use utility is proposed. This model is based on the random bidding theory in which location behavior is decided according to the size of utility to be obtained. The utility function used here consists of the benefit and the cost in the process of land use transition. The benefit is described as the positive utility that can be obtained by doing the corresponding land use at the place. The cost is described as the negative utility that is necessary forchanging the land use from one state to the others. The most likelihood method is generally employed to estimate the parameters of this kind of models. However, we attempt to propose the other statistical method through the mathematical consideration. Using this model, it is possible to obtain the spatial distribution of land use utility that differs with the places and with the land use states. We can also evaluate the effects of a change of land-price or construction costs on our utility. Namely, our locationbehavior can be estimated numerically relating with the social or economic factors. As numerical examples, we apply the proposed model to the actual land use data and access the effectiveness of the model.
series	DDSS
last changed	2003/08/07 16:36

_id	ecaade2017_049
id	ecaade2017_049
authors	Osorio, Filipa, Paio, Alexandra, Oliveira, Sancho, Casale, Andrea, Valenti, Graziano and Calvano, Michele
year	2017
title	Foldable Responsive Surfaces - Two Design Studios with a Comprehensive Workflow
source	Fioravanti, A, Cursi, S, Elahmar, S, Gargaro, S, Loffreda, G, Novembri, G, Trento, A (eds.), ShoCK! - Sharing Computational Knowledge! - Proceedings of the 35th eCAADe Conference - Volume 2, Sapienza University of Rome, Rome, Italy, 20-22 September 2017, pp. 355-362
doi	https://doi.org/10.52842/conf.ecaade.2017.2.355
summary	The adopted methodology was defined by a multidisciplinary team with a strong believe in the efficiency of learning-by-doing design studios which resulted in an experimental digital workflow to create responsive surfaces based on the geometry of Rigid Origami. The workflow comprehends all the matters related to the creation of such surfaces, from the conception and definition of the surface's design using Rigid Origami's geometry, passing through the virtual simulation of the movement, digital fabrication and material's choice, then the mechanics behind the movement, interaction programming, and the assembly of it all in real scale prototypes.
keywords	Design Studio; Learning-by-doing; Rigid Origami Geometry; Responsive Surfaces; Parametric Design; Digital Fabrication
series	eCAADe
email
last changed	2022/06/07 08:00

_id	acadia08_256
id	acadia08_256
authors	Ostwald, Michael J.; Josephine Vaughan; Stephan Chalup
year	2008
title	A Computational Analysis of Fractal Dimensions in the Architecture of Eileen Gray
source	Silicon + Skin: Biological Processes and Computation, [Proceedings of the 28th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) / ISBN 978-0-9789463-4-0] Minneapolis 16-19 October 2008, 256-263
doi	https://doi.org/10.52842/conf.acadia.2008.256
summary	This paper is the first investigation of the fractal dimensions of five of the house designs of Eileen Gray; a prominent architect working mainly in France between 1922 and 1956. In this paper, a computational variation of the “box-counting approach” (used to determine fractal dimension) is applied to a multi-dimensional review of the houses of Gray. As a contemporary of Le Corbusier, Gray is a significant architect for such an analysis. This research is important because it expands the set of examples of early Twentieth Century architects who have been analyzed using the method. This paper provides a computer-assisted mathematical analysis of characteristic visual complexity in five houses designs by Eileen Gray.
keywords	Algorithm; Analysis; Computation; Design; Environment
series	ACADIA
last changed	2022/06/07 08:00

_id	caadria2014_204
id	caadria2014_204
authors	Osório, Filipa; Alexandra Paio and Sancho Oliveira
year	2014
title	KOS- Kinetic Origami Surface
source	Rethinking Comprehensive Design: Speculative Counterculture, Proceedings of the 19th International Conference on Computer-Aided Architectural Design Research in Asia (CAADRIA 2014) / Kyoto 14-16 May 2014, pp. 201–210
doi	https://doi.org/10.52842/conf.caadria.2014.201
summary	In an increasingly technological, informed and demanding society Architecture should be able to answer to its space requirements using materials and technological resources that today has at its service. Kinetic systems have been used by architects as an approach that embeds computation intelligence to create flexible and adaptable architectural spaces according to users’ changing needs and desires. This paper describes one possible way of exploring kinetic systems to develop a foldable surface with geometric patterns based on the rules of rigid origami. This surface aims to take advantage of the elastic capacities given to a planar material by its folding. After folding the surface can assume different forms in order to create a range of spatial configurations ordered by a user through a remote control.
keywords	Kinetic systems; interactive architecture; origami geome-try; folded surfaces
series	CAADRIA
email
last changed	2022/06/07 08:00

_id	ascaad2007_032
id	ascaad2007_032
authors	Othman, A. and A. Al-Attili
year	2007
title	Re-Placing Embodied Interaction: Palestinian Architects Virtual Community
source	Em‘body’ing Virtual Architecture: The Third International Conference of the Arab Society for Computer Aided Architectural Design (ASCAAD 2007), 28-30 November 2007, Alexandria, Egypt, pp. 381-398
summary	Our ongoing project Palestine Architects Platform (PAP) –and PAP VE is a project intended to re-bond Palestinian architects and facilitate communication between them in Virtual Environments “virtual land” using virtual means. We used it as an example to argue that its inherently embedded spatial metaphor could compensate for the physical disconnectedness, and allow interaction on many different levels. Our paper proposes an interactive archiving and networking location where discourse is not only stored but categorised, analysed, retrieved and used to start new topics, or can be used to improve new debates. The focus is on the social values of PAP network and its empowering nature. The design and the structure is not simply a system for online socialisation rather it is a result of thoroughly studying available networks and their principles. It is a result of deep analysis of reality behind this community. We finally propose a set of principles that can secure a real innovative and creative knowledge exchange.
series	ASCAAD
email
last changed	2008/01/21 22:00

_id	ascaad2023_080
id	ascaad2023_080
authors	Othman, Hanin; Azari, Rahman
year	2023
title	Exploring Low-Cost Sensors for Indoor Air Quality (IAQ) Monitoring: A Review of Stationary and Mobile Sensing Systems
source	C+++: Computation, Culture, and Context – Proceedings of the 11th International Conference of the Arab Society for Computation in Architecture, Art and Design (ASCAAD), University of Petra, Amman, Jordan [Hybrid Conference] 7-9 November 2023, pp. 224-241.
summary	Indoor air quality (IAQ) is considered a crucial aspect of building health and occupant well-being, especially as occupants spend 90 percent of their time indoors. Different factors impact the concentration of air pollutants and air quality in indoor spaces including inadequate ventilation, emissions from building materials and furnishings, and biological contaminants. Thus, indoor air quality (IAQ) needs to be carefully monitored and controlled as a building operation priority to maintain healthy indoor environments. The IAQ monitoring can be accomplished using stationary and mobile sensors, each of which option offers advantages and disadvantages. This project reviews recent studies employing stationary and mobile monitoring sensing systems to investigate and compare the characteristics of these monitoring sensing systems targeting air quality in interior architectural spaces. A thorough assessment of the characteristics of IAQ sensing systems was conducted, encompassing factors such types, availability, spatial and temporal monitoring coverage, accuracy, and precision in IAQ measuring, and detection potential for various pollutants. The results will provide building professionals with the needed insight to make informed decisions when planning for IAQ monitoring.
series	ASCAAD
email
last changed	2024/02/13 14:40

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