Application of Artificial Intelligence Methods in Sustainable Building Design

Ewa Gilner; Adam Galuszka; Tomasz Grychowski

doi:10.1007/978-3-030-24289-3_30

Application of Artificial Intelligence Methods in Sustainable Building Design

Silesian University of Technology
Rolfe Judd Sp. z o.o.

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

5 Cytowania z bazy Scopus

Abstrakt

The need to reduce energy consumption, resources, the introduction of new and ecological materials, the multiplicity of modern technologies available, and the complexity and multi-branch nature of architectural and construction projects means that designers must make complex and difficult decisions. This work presents the subject of currently available and used in the AEC industry project tools and provides an overview of the possibilities of using artificial intelligence methods and tools, such as Knowledge Based Engineering (KBE), fuzzy logic, neural networks, genetic algorithms, Monte-Carlo simulation. These methods can be used in the early design stage to improve decision making process and to optimize both the design process and the project itself.

Język oryginału	angielski
Tytuł publikacji goszczącej	Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings
Redaktorzy	Sanjay Misra, Osvaldo Gervasi, Beniamino Murgante, Elena Stankova, Vladimir Korkhov, Carmelo Torre, Eufemia Tarantino, Ana Maria A.C. Rocha, David Taniar, Bernady O. Apduhan
Wydawca	Springer Verlag
Strony	408-417
Liczba stron	10
ISBN (drukowany)	9783030242886
Identyfikatory DOI	https://doi.org/10.1007/978-3-030-24289-3_30
Status publikacji	Opublikowano - 2019
Wydarzenie	19th International Conference on Computational Science and Its Applications, ICCSA 2019 - Saint Petersburg, Federacja Rosyjska Czas trwania: 1 lip 2019 → 4 lip 2019

Seria publikacji

Nazwa	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Tom	11619 LNCS
ISSN (drukowany)	0302-9743
ISSN (elektroniczny)	1611-3349

Konferencja

Konferencja	19th International Conference on Computational Science and Its Applications, ICCSA 2019
Kraj/Terytorium	Federacja Rosyjska
Miejscowość	Saint Petersburg
Okres	1/07/19 → 4/07/19

Cele SDG ONZ

Ten wynik przyczynia się do realizacji następujących celów zrównoważonego rozwoju

Cel 12 Odpowiedzialne zużycie i produkcja

Obszary tematyczne ASJC Scopus

Informatyka teoretyczna
Informatyka ogólna

Uzyskaj dostęp do dokumentu

10.1007/978-3-030-24289-3_30

Inne pliki i linki

Link do publikacji w Scopus

Cytowanie

Gilner, E., Galuszka, A., & Grychowski, T. (2019). Application of Artificial Intelligence Methods in Sustainable Building Design. W S. Misra, O. Gervasi, B. Murgante, E. Stankova, V. Korkhov, C. Torre, E. Tarantino, A. M. A. C. Rocha, D. Taniar, & B. O. Apduhan (Red.), Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings (str. 408-417). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Tom 11619 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-030-24289-3_30

Gilner, Ewa ; Galuszka, Adam ; Grychowski, Tomasz. / Application of Artificial Intelligence Methods in Sustainable Building Design. Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings. redaktor / Sanjay Misra ; Osvaldo Gervasi ; Beniamino Murgante ; Elena Stankova ; Vladimir Korkhov ; Carmelo Torre ; Eufemia Tarantino ; Ana Maria A.C. Rocha ; David Taniar ; Bernady O. Apduhan. Springer Verlag, 2019. str. 408-417 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{eb1933f6f83444d1bacd171deaea14a4,

title = "Application of Artificial Intelligence Methods in Sustainable Building Design",

abstract = "The need to reduce energy consumption, resources, the introduction of new and ecological materials, the multiplicity of modern technologies available, and the complexity and multi-branch nature of architectural and construction projects means that designers must make complex and difficult decisions. This work presents the subject of currently available and used in the AEC industry project tools and provides an overview of the possibilities of using artificial intelligence methods and tools, such as Knowledge Based Engineering (KBE), fuzzy logic, neural networks, genetic algorithms, Monte-Carlo simulation. These methods can be used in the early design stage to improve decision making process and to optimize both the design process and the project itself.",

keywords = "AEC managing tools, Architectural design, Decision making, Knowledge Based Engineering, Pareto genetic algorithms",

author = "Ewa Gilner and Adam Galuszka and Tomasz Grychowski",

note = "Publisher Copyright: {\textcopyright} 2019, Springer Nature Switzerland AG.; 19th International Conference on Computational Science and Its Applications, ICCSA 2019 ; Conference date: 01-07-2019 Through 04-07-2019",

year = "2019",

doi = "10.1007/978-3-030-24289-3\_30",

language = "English",

isbn = "9783030242886",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer Verlag",

pages = "408--417",

editor = "Sanjay Misra and Osvaldo Gervasi and Beniamino Murgante and Elena Stankova and Vladimir Korkhov and Carmelo Torre and Eufemia Tarantino and Rocha, \{Ana Maria A.C.\} and David Taniar and Apduhan, \{Bernady O.\}",

booktitle = "Computational Science and Its Applications {\textendash} ICCSA 2019 - 19th International Conference, 2019, Proceedings",

address = "Germany",

}

Gilner, E, Galuszka, A & Grychowski, T 2019, Application of Artificial Intelligence Methods in Sustainable Building Design. w S Misra, O Gervasi, B Murgante, E Stankova, V Korkhov, C Torre, E Tarantino, AMAC Rocha, D Taniar & BO Apduhan (red), Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), tom 11619 LNCS, Springer Verlag, str. 408-417, 19th International Conference on Computational Science and Its Applications, ICCSA 2019, Saint Petersburg, Federacja Rosyjska, 1/07/19. https://doi.org/10.1007/978-3-030-24289-3_30

Application of Artificial Intelligence Methods in Sustainable Building Design. / Gilner, Ewa; Galuszka, Adam ; Grychowski, Tomasz.
Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings. red. / Sanjay Misra; Osvaldo Gervasi; Beniamino Murgante; Elena Stankova; Vladimir Korkhov; Carmelo Torre; Eufemia Tarantino; Ana Maria A.C. Rocha; David Taniar; Bernady O. Apduhan. Springer Verlag, 2019. str. 408-417 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Tom 11619 LNCS).

Wyniki badań: Rozdział w książce/raport/materiał konferencyjny › Wkład w konferencję › recenzja

TY - GEN

T1 - Application of Artificial Intelligence Methods in Sustainable Building Design

AU - Gilner, Ewa

AU - Galuszka, Adam

AU - Grychowski, Tomasz

PY - 2019

Y1 - 2019

N2 - The need to reduce energy consumption, resources, the introduction of new and ecological materials, the multiplicity of modern technologies available, and the complexity and multi-branch nature of architectural and construction projects means that designers must make complex and difficult decisions. This work presents the subject of currently available and used in the AEC industry project tools and provides an overview of the possibilities of using artificial intelligence methods and tools, such as Knowledge Based Engineering (KBE), fuzzy logic, neural networks, genetic algorithms, Monte-Carlo simulation. These methods can be used in the early design stage to improve decision making process and to optimize both the design process and the project itself.

AB - The need to reduce energy consumption, resources, the introduction of new and ecological materials, the multiplicity of modern technologies available, and the complexity and multi-branch nature of architectural and construction projects means that designers must make complex and difficult decisions. This work presents the subject of currently available and used in the AEC industry project tools and provides an overview of the possibilities of using artificial intelligence methods and tools, such as Knowledge Based Engineering (KBE), fuzzy logic, neural networks, genetic algorithms, Monte-Carlo simulation. These methods can be used in the early design stage to improve decision making process and to optimize both the design process and the project itself.

KW - AEC managing tools

KW - Architectural design

KW - Decision making

KW - Knowledge Based Engineering

KW - Pareto genetic algorithms

UR - https://www.scopus.com/pages/publications/85069177562

U2 - 10.1007/978-3-030-24289-3_30

DO - 10.1007/978-3-030-24289-3_30

M3 - Conference contribution

AN - SCOPUS:85069177562

SN - 9783030242886

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 408

EP - 417

BT - Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings

A2 - Misra, Sanjay

A2 - Gervasi, Osvaldo

A2 - Murgante, Beniamino

A2 - Stankova, Elena

A2 - Korkhov, Vladimir

A2 - Torre, Carmelo

A2 - Tarantino, Eufemia

A2 - Rocha, Ana Maria A.C.

A2 - Taniar, David

A2 - Apduhan, Bernady O.

PB - Springer Verlag

T2 - 19th International Conference on Computational Science and Its Applications, ICCSA 2019

Y2 - 1 July 2019 through 4 July 2019

ER -

Gilner E, Galuszka A , Grychowski T. Application of Artificial Intelligence Methods in Sustainable Building Design. W Misra S, Gervasi O, Murgante B, Stankova E, Korkhov V, Torre C, Tarantino E, Rocha AMAC, Taniar D, Apduhan BO, redaktorzy, Computational Science and Its Applications – ICCSA 2019 - 19th International Conference, 2019, Proceedings. Springer Verlag. 2019. str. 408-417. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-24289-3_30

Application of Artificial Intelligence Methods in Sustainable Building Design

Abstrakt

Seria publikacji

Konferencja

Cele SDG ONZ

Obszary tematyczne ASJC Scopus

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