IFC+: Towards the integration of IoT into early stages of building design

The integration of Internet of Things (IoT) technologies into Building Information Modelling (BIM) provides significant opportunities to support useful services and functionalities for end users in buildings, enabling so-called smart spaces (e.g. smart buildings and smart homes). Current approaches...

Full description

Saved in:
Bibliographic Details
Published inAutomation in construction Vol. 136; p. 104129
Main Authors Ruiz-Zafra, Angel, Benghazi, Kawtar, Noguera, Manuel
Format Journal Article
LanguageEnglish
Published Amsterdam Elsevier B.V 01.04.2022
Elsevier BV
Subjects
Online AccessGet full text

Cover

Loading…
Abstract The integration of Internet of Things (IoT) technologies into Building Information Modelling (BIM) provides significant opportunities to support useful services and functionalities for end users in buildings, enabling so-called smart spaces (e.g. smart buildings and smart homes). Current approaches perform this integration to access the deployed IoT devices once the building is constructed using Building Automation Systems (BAS), Building Information Systems (BIS) and Building Control Systems (BCS). Thus, the integration of IoT devices into the early stages of building design to describe IoT scenarios and IoT practices is still neglected, despite the benefits it can provide by being involved in the entire building lifecycle, e.g. cost estimation, stronger facility management, collaborative approach, simplification of tasks for developers/programmers through the integration with BIS, BAS and BCS, and a more holistic management of the IoT infrastructure. This paper presents a solution to integrate IoT into the design stage (modelling) of buildings in BIM processes, through two main contributions: Industry Foundation Classes Plus (IFC+), an extension to the latest version of IFC where new types of entities have been added to support the modelling of IoT scenarios; and a digital object-based approach to transform smart-built environment specifications in IFC+ into consumable software, with the aim of supporting IoT scenarios. This paper illustrates the applicability of the proposed method in the context of design processes, the metamodel (schema) of IFC+, the proposed approach, and a proof of concept with a clarifying use case. [Display omitted] •IFC+ is introduced as a standard-based extension to IFC.•IFC+ allows IoT infrastructure of smart buildings to be represented in BIM models.•IoT+BIM approaches treat both domains separately so real integration for models reliability is not achieved.•IFC+ is domain-independent and general purpose, so no custom software is required.•Illustrative examples of IFC+ application and supporting API software repository are provided.
AbstractList The integration of Internet of Things (IoT) technologies into Building Information Modelling (BIM) provides significant opportunities to support useful services and functionalities for end users in buildings, enabling so-called smart spaces (e.g. smart buildings and smart homes). Current approaches perform this integration to access the deployed IoT devices once the building is constructed using Building Automation Systems (BAS), Building Information Systems (BIS) and Building Control Systems (BCS). Thus, the integration of IoT devices into the early stages of building design to describe IoT scenarios and IoT practices is still neglected, despite the benefits it can provide by being involved in the entire building lifecycle, e.g. cost estimation, stronger facility management, collaborative approach, simplification of tasks for developers/programmers through the integration with BIS, BAS and BCS, and a more holistic management of the IoT infrastructure. This paper presents a solution to integrate IoT into the design stage (modelling) of buildings in BIM processes, through two main contributions: Industry Foundation Classes Plus (IFC+), an extension to the latest version of IFC where new types of entities have been added to support the modelling of IoT scenarios; and a digital object-based approach to transform smart-built environment specifications in IFC+ into consumable software, with the aim of supporting IoT scenarios. This paper illustrates the applicability of the proposed method in the context of design processes, the metamodel (schema) of IFC+, the proposed approach, and a proof of concept with a clarifying use case.
The integration of Internet of Things (IoT) technologies into Building Information Modelling (BIM) provides significant opportunities to support useful services and functionalities for end users in buildings, enabling so-called smart spaces (e.g. smart buildings and smart homes). Current approaches perform this integration to access the deployed IoT devices once the building is constructed using Building Automation Systems (BAS), Building Information Systems (BIS) and Building Control Systems (BCS). Thus, the integration of IoT devices into the early stages of building design to describe IoT scenarios and IoT practices is still neglected, despite the benefits it can provide by being involved in the entire building lifecycle, e.g. cost estimation, stronger facility management, collaborative approach, simplification of tasks for developers/programmers through the integration with BIS, BAS and BCS, and a more holistic management of the IoT infrastructure. This paper presents a solution to integrate IoT into the design stage (modelling) of buildings in BIM processes, through two main contributions: Industry Foundation Classes Plus (IFC+), an extension to the latest version of IFC where new types of entities have been added to support the modelling of IoT scenarios; and a digital object-based approach to transform smart-built environment specifications in IFC+ into consumable software, with the aim of supporting IoT scenarios. This paper illustrates the applicability of the proposed method in the context of design processes, the metamodel (schema) of IFC+, the proposed approach, and a proof of concept with a clarifying use case. [Display omitted] •IFC+ is introduced as a standard-based extension to IFC.•IFC+ allows IoT infrastructure of smart buildings to be represented in BIM models.•IoT+BIM approaches treat both domains separately so real integration for models reliability is not achieved.•IFC+ is domain-independent and general purpose, so no custom software is required.•Illustrative examples of IFC+ application and supporting API software repository are provided.
ArticleNumber 104129
Author Benghazi, Kawtar
Ruiz-Zafra, Angel
Noguera, Manuel
Author_xml – sequence: 1
  givenname: Angel
  surname: Ruiz-Zafra
  fullname: Ruiz-Zafra, Angel
  email: angelr@ugr.es, angel.ruiz@uca.es
  organization: Department of Software Engineering, University of Granada, Spain
– sequence: 2
  givenname: Kawtar
  surname: Benghazi
  fullname: Benghazi, Kawtar
  email: benghazi@ugr.es
  organization: Department of Software Engineering, University of Granada, Spain
– sequence: 3
  givenname: Manuel
  surname: Noguera
  fullname: Noguera, Manuel
  email: mnoguera@ugr.es
  organization: Department of Software Engineering, University of Granada, Spain
BookMark eNp9kEFLxDAQhYOs4Lr6DzwEPErXNE2bxoMgi6uFBS_rOaTNtKasyZqkyv57W-rZ08Cb994w3yVaWGcBoZuUrFOSFvf9Wg2xcXZNCaWjxFIqztAyLTlNeCnSBVoSQYskL0l-gS5D6AkhnBRiiapqu7l7wHv3o7wOOH4ANjZC51U0zmLX4srtJ8lhUP5wwiGqDsK0qAdz0MZ2WEMwnb1C5606BLj-myv0vn3eb16T3dtLtXnaJQ1lIia1rptS1aKkuSaUt5SBbmslaJmlrFAk10AKnXFOG11kmVLAWclJDkwzkuk8W6Hbuffo3dcAIcreDd6OJyUtmKAkoyUfXWx2Nd6F4KGVR28-lT_JlMgJmuzlDE1O0OQMbYw9zjEYP_g24GVoDNgGtPHQRKmd-b_gF-wnd6g
CitedBy_id crossref_primary_10_1016_j_autcon_2023_104792
crossref_primary_10_1016_j_autcon_2023_105210
crossref_primary_10_1016_j_autcon_2023_105121
crossref_primary_10_1016_j_autcon_2024_105293
crossref_primary_10_1016_j_jobe_2023_106091
crossref_primary_10_3390_fi15090316
crossref_primary_10_1016_j_ifacol_2022_08_054
crossref_primary_10_3390_buildings13020288
crossref_primary_10_3233_WOR_220613
crossref_primary_10_3390_electronics13122297
crossref_primary_10_3390_a16020115
crossref_primary_10_3390_jsan13020019
crossref_primary_10_1061_JMENEA_MEENG_5623
crossref_primary_10_1108_SASBE_11_2023_0349
crossref_primary_10_3390_buildings14010073
crossref_primary_10_1016_j_autcon_2024_105408
crossref_primary_10_1016_j_jobe_2023_107625
crossref_primary_10_3389_fenrg_2024_1334192
Cites_doi 10.1109/TIM.2017.2746378
10.3390/app10010320
10.1109/TSG.2012.2217358
10.1016/j.future.2013.01.010
10.1016/j.compind.2019.08.001
10.1016/j.autcon.2019.103049
10.1109/TSE.1984.5010193
10.1016/j.procs.2013.09.018
10.1016/j.icte.2017.12.005
10.1016/j.autcon.2010.09.017
10.1007/s10664-012-9196-x
10.1007/s10796-014-9492-7
10.1016/j.autcon.2005.04.002
10.1016/j.autcon.2012.05.018
10.1016/j.autcon.2016.05.018
10.1007/s00799-005-0128-x
10.1016/j.autcon.2018.04.006
10.1016/j.enbuild.2014.08.006
10.1109/JIOT.2017.2647881
10.1007/s10270-018-0665-6
10.1016/j.autcon.2012.11.008
10.1016/j.autcon.2016.02.005
10.1115/1.1354995
10.1016/j.proeng.2015.10.028
10.1108/ECAM-07-2018-0294
10.1016/j.procs.2014.05.417
10.1016/j.autcon.2019.01.020
10.1016/j.aei.2007.03.001
10.1016/j.autcon.2018.07.022
10.1016/S0164-1212(01)00130-3
10.1109/MSP.2018.2846804
10.1109/JPROC.2005.849726
10.1061/(ASCE)CO.1943-7862.0001498
10.1016/j.aei.2017.02.001
10.1016/j.aei.2013.06.001
10.1016/j.autcon.2019.01.023
10.1109/JIOT.2017.2683200
10.5130/AJCEB.v12i4.3032
10.1109/COMST.2015.2444095
10.1016/j.autcon.2017.01.006
10.1016/j.compag.2018.12.039
10.1016/j.autcon.2016.05.022
ContentType Journal Article
Copyright 2022 Elsevier B.V.
Copyright Elsevier BV Apr 2022
Copyright_xml – notice: 2022 Elsevier B.V.
– notice: Copyright Elsevier BV Apr 2022
DBID AAYXX
CITATION
7SC
7SP
8FD
FR3
JQ2
KR7
L7M
L~C
L~D
DOI 10.1016/j.autcon.2022.104129
DatabaseName CrossRef
Computer and Information Systems Abstracts
Electronics & Communications Abstracts
Technology Research Database
Engineering Research Database
ProQuest Computer Science Collection
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts – Academic
Computer and Information Systems Abstracts Professional
DatabaseTitle CrossRef
Civil Engineering Abstracts
Technology Research Database
Computer and Information Systems Abstracts – Academic
Electronics & Communications Abstracts
ProQuest Computer Science Collection
Computer and Information Systems Abstracts
Engineering Research Database
Advanced Technologies Database with Aerospace
Computer and Information Systems Abstracts Professional
DatabaseTitleList Civil Engineering Abstracts

DeliveryMethod fulltext_linktorsrc
Discipline Economics
Engineering
EISSN 1872-7891
ExternalDocumentID 10_1016_j_autcon_2022_104129
S0926580522000024
GroupedDBID --K
--M
.~1
0R~
1B1
1~.
1~5
23N
4.4
457
4G.
5GY
5VS
7-5
71M
8P~
9JN
AACTN
AAEDT
AAEDW
AAIAV
AAIKJ
AAKOC
AALRI
AAOAW
AAQFI
AAQXK
AARIN
AAXUO
ABFNM
ABMAC
ABXDB
ABYKQ
ACDAQ
ACGFS
ACIWK
ACNNM
ACRLP
ADBBV
ADEZE
ADMUD
ADTZH
AEBSH
AECPX
AEKER
AENEX
AFKWA
AFTJW
AGHFR
AGUBO
AGYEJ
AHHHB
AHJVU
AIEXJ
AIKHN
AITUG
AJBFU
AJOXV
ALMA_UNASSIGNED_HOLDINGS
AMFUW
AMRAJ
APLSM
ASPBG
AVWKF
AXJTR
AZFZN
BJAXD
BKOJK
BLXMC
CS3
EBS
EFJIC
EFLBG
EJD
EO8
EO9
EP2
EP3
FDB
FEDTE
FGOYB
FIRID
FNPLU
FYGXN
G-2
G-Q
GBLVA
HVGLF
HZ~
IHE
J1W
JJJVA
KOM
LY7
M41
MO0
N9A
NEJ
O-L
O9-
OAUVE
OZT
P-8
P-9
P2P
PC.
PQQKQ
Q38
R2-
RIG
RNS
ROL
RPZ
SDF
SDG
SDP
SES
SET
SEW
SPC
SPCBC
SSB
SSD
SST
SSZ
T5K
WUQ
ZMT
~G-
AAXKI
AAYXX
AFJKZ
AKRWK
CITATION
7SC
7SP
8FD
FR3
JQ2
KR7
L7M
L~C
L~D
ID FETCH-LOGICAL-c249t-bdbc8ab9825d027f24edfba9283146a05de06d3772cd633aae748705e4d403d53
IEDL.DBID .~1
ISSN 0926-5805
IngestDate Thu Oct 10 20:02:58 EDT 2024
Thu Sep 26 19:39:05 EDT 2024
Fri Feb 23 02:39:52 EST 2024
IsPeerReviewed true
IsScholarly true
Keywords Building models
Internet of things
Smart buildings
IFC
Building information modelling (BIM)
Industry foundation classes
Building design
Language English
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c249t-bdbc8ab9825d027f24edfba9283146a05de06d3772cd633aae748705e4d403d53
PQID 2649203287
PQPubID 2045277
ParticipantIDs proquest_journals_2649203287
crossref_primary_10_1016_j_autcon_2022_104129
elsevier_sciencedirect_doi_10_1016_j_autcon_2022_104129
PublicationCentury 2000
PublicationDate April 2022
2022-04-00
20220401
PublicationDateYYYYMMDD 2022-04-01
PublicationDate_xml – month: 04
  year: 2022
  text: April 2022
PublicationDecade 2020
PublicationPlace Amsterdam
PublicationPlace_xml – name: Amsterdam
PublicationTitle Automation in construction
PublicationYear 2022
Publisher Elsevier B.V
Elsevier BV
Publisher_xml – name: Elsevier B.V
– name: Elsevier BV
References (bb0070) 2018
Oriwoh, Sant, Epiphaniou (bb0225) 2013; 21
Heaton, Parlikad, Schooling (bb0090) 2019; 111
Pratt (bb0215) 2001; 1
Bass, Clements, Kazman (bb0300) 2003
Won, Lee (bb0130) 2016; 69
Yuan, Anumba, Parfitt (bb0180) 2016; 66
Leo, Battisti, Carli, Neri (bb0305) 2014
Zhang, Cho, Wang, Hsu, Chen, Shieh (bb0235) 2014
Lee, Jeong, Oh, Lee, Ahn, Lee, Yoon (bb0170) 2013; 30
Mekki, Bajic, Chaxel, Meyer (bb0230) 2019; 5
Gubbi, Buyya, Marusic, Palaniswami (bb0020) 2013; 29
Marzouk, Abdelaty (bb0175) 2014; 84
Kahn, Wilensky (bb0270) 2006; 6
Costanzo, Zhu, Anjos, Savard (bb0045) 2012; 3
Zhiliang, Zhenhua, Wu, Zhe (bb0320) 2011; 20
Jia, Komeily, Wang, Srinivasan (bb0110) 2019; 101
Mohagheghi, Gilani, Stefanescu, Fernandez (bb0240) 2013; 18
Pasetti, Ferrari, Silva, Silva, Sisinni (bb0280) 2020; 10
Pastor, Molina (bb0125) 2007
Ham, Moon, Kim, Kim (bb0135) 2018; 144
Lin, Yu, Zhang, Yang, Zhang, Zhao (bb0015) 2017; 4
Minoli, Sohraby, Occhiogrosso (bb0035) 2017; 4
Ruiz-Zafra, Benghazi, Mavromoustakis, Noguera (bb0025) 2018
Su, Zhang, Riekki, Keränen, Nurminen, Du (bb0260) 2014; 32
Zhong, Peng, Xue, Fang, Zou, Luo, Ng, Lu, Shen, Huang (bb0185) 2017; 76
Spachos, Papapanagiotou, Plataniotis (bb0255) 2018; 35
Khanna, Kaur (bb0030) 2019; 157
Li, Shen, Zhang (bb0290) 2019
Hu, Corry, Curry, Turner, O’Donnell (bb0200) 2016; 70
Morvaj, Lugaric, Krajcar (bb0040) 2011
Dibley, Li, Rezgui, Miles (bb0195) 2012; 28
Banks, Gupta (bb0295) 2014
Tang, Shelden, Eastman, Pishdad-Bozorgi, Gao (bb0150) 2019; 101
Kiani, Salman, Riaz (bb0160) 2014; 19
Howard, Björk (bb0055) 2008; 22
Patacas, Dawood, Kassem (bb0060) 2014
Kastner, Neugschwandtner, Soucek, Newman (bb0100) 2005; 93
Fu, Aouad, Lee, Mashall-Ponting, Wu (bb0065) 2006; 15
Park, Chen, Cho (bb0155) 2017; 32
Vieira, Carreira, Domingues, Costa (bb0095) 2020
Froese, Grobler, Ritzenthaler, Yu, Akinci, Akbas, Koo, Barron, Kunz (bb0080) 1999; 4
Dave, Buda, Nurminen, Främling (bb0105) 2018; 95
Li, Da Xu, Zhao (bb0010) 2015; 17
Weise, Liebich, Wix (bb0315) 2009
Tang, Shelden, Eastman, Pishdad-Bozorgi, Gao (bb0205) 2020; 110
Sabol (bb0145) 2013
Yousuf, Rochester, Ghaderi (bb0285) 2018
Magruk (bb0220) 2015; 122
Auer, Herre (bb0310) 2006
Wong, Ge, He (bb0085) 2018; 92
Rizzi, Ferrari, Flammini, Sisinni (bb0250) 2017; 66
Mazairac, Beetz (bb0190) 2013; 27
Kahani, Bagherzadeh, Cordy, Dingel, Varró (bb0210) 2019; 18
Adachi (bb0075) 2002
Sun, Lannom, Boesch (bb0140) 2003
Ruiz-Zafra, Noguera, Benghazi, Ochoa (bb0265) 2015; 11
Boehm (bb0115) 1984; 1
Al-Fuqaha, Guizani, Mohammadi, Aledhari, Ayyash (bb0005) 2015; 17
Azhar, Khalfan, Maqsood (bb0050) 2012; 12
Westland (bb0120) 2002; 62
Peng, Su, Chen, Du (bb0165) 2017
Sornin, Luis, Eirich, Kramp, Hersent (bb0245)
Kirstein, Ruiz-Zafra (bb0275) 2018
Kahani (10.1016/j.autcon.2022.104129_bb0210) 2019; 18
Auer (10.1016/j.autcon.2022.104129_bb0310) 2006
Sabol (10.1016/j.autcon.2022.104129_bb0145) 2013
Peng (10.1016/j.autcon.2022.104129_bb0165) 2017
Won (10.1016/j.autcon.2022.104129_bb0130) 2016; 69
Sun (10.1016/j.autcon.2022.104129_bb0140) 2003
Hu (10.1016/j.autcon.2022.104129_bb0200) 2016; 70
Gubbi (10.1016/j.autcon.2022.104129_bb0020) 2013; 29
Khanna (10.1016/j.autcon.2022.104129_bb0030) 2019; 157
Zhang (10.1016/j.autcon.2022.104129_bb0235) 2014
Li (10.1016/j.autcon.2022.104129_bb0010) 2015; 17
Patacas (10.1016/j.autcon.2022.104129_bb0060) 2014
Spachos (10.1016/j.autcon.2022.104129_bb0255) 2018; 35
Vieira (10.1016/j.autcon.2022.104129_bb0095) 2020
Dave (10.1016/j.autcon.2022.104129_bb0105) 2018; 95
Pasetti (10.1016/j.autcon.2022.104129_bb0280) 2020; 10
Sornin (10.1016/j.autcon.2022.104129_bb0245)
Lee (10.1016/j.autcon.2022.104129_bb0170) 2013; 30
Lin (10.1016/j.autcon.2022.104129_bb0015) 2017; 4
Marzouk (10.1016/j.autcon.2022.104129_bb0175) 2014; 84
Li (10.1016/j.autcon.2022.104129_bb0290) 2019
Minoli (10.1016/j.autcon.2022.104129_bb0035) 2017; 4
Tang (10.1016/j.autcon.2022.104129_bb0205) 2020; 110
Su (10.1016/j.autcon.2022.104129_bb0260) 2014; 32
Westland (10.1016/j.autcon.2022.104129_bb0120) 2002; 62
Froese (10.1016/j.autcon.2022.104129_bb0080) 1999; 4
Banks (10.1016/j.autcon.2022.104129_bb0295)
Wong (10.1016/j.autcon.2022.104129_bb0085) 2018; 92
Oriwoh (10.1016/j.autcon.2022.104129_bb0225) 2013; 21
Costanzo (10.1016/j.autcon.2022.104129_bb0045) 2012; 3
Mekki (10.1016/j.autcon.2022.104129_bb0230) 2019; 5
Dibley (10.1016/j.autcon.2022.104129_bb0195) 2012; 28
Azhar (10.1016/j.autcon.2022.104129_bb0050) 2012; 12
Pastor (10.1016/j.autcon.2022.104129_bb0125) 2007
Leo (10.1016/j.autcon.2022.104129_bb0305) 2014
Morvaj (10.1016/j.autcon.2022.104129_bb0040) 2011
Ruiz-Zafra (10.1016/j.autcon.2022.104129_bb0265) 2015; 11
Kiani (10.1016/j.autcon.2022.104129_bb0160) 2014; 19
Jia (10.1016/j.autcon.2022.104129_bb0110) 2019; 101
Mazairac (10.1016/j.autcon.2022.104129_bb0190) 2013; 27
Weise (10.1016/j.autcon.2022.104129_bb0315) 2009
Yuan (10.1016/j.autcon.2022.104129_bb0180) 2016; 66
Heaton (10.1016/j.autcon.2022.104129_bb0090) 2019; 111
Yousuf (10.1016/j.autcon.2022.104129_bb0285) 2018
Tang (10.1016/j.autcon.2022.104129_bb0150) 2019; 101
Kahn (10.1016/j.autcon.2022.104129_bb0270) 2006; 6
Pratt (10.1016/j.autcon.2022.104129_bb0215) 2001; 1
Ruiz-Zafra (10.1016/j.autcon.2022.104129_bb0025) 2018
Howard (10.1016/j.autcon.2022.104129_bb0055) 2008; 22
Kastner (10.1016/j.autcon.2022.104129_bb0100) 2005; 93
Zhong (10.1016/j.autcon.2022.104129_bb0185) 2017; 76
Bass (10.1016/j.autcon.2022.104129_bb0300) 2003
Zhiliang (10.1016/j.autcon.2022.104129_bb0320) 2011; 20
Fu (10.1016/j.autcon.2022.104129_bb0065) 2006; 15
Adachi (10.1016/j.autcon.2022.104129_bb0075) 2002
Boehm (10.1016/j.autcon.2022.104129_bb0115) 1984; 1
Ham (10.1016/j.autcon.2022.104129_bb0135) 2018; 144
Kirstein (10.1016/j.autcon.2022.104129_bb0275) 2018
Al-Fuqaha (10.1016/j.autcon.2022.104129_bb0005) 2015; 17
Magruk (10.1016/j.autcon.2022.104129_bb0220) 2015; 122
Mohagheghi (10.1016/j.autcon.2022.104129_bb0240) 2013; 18
Park (10.1016/j.autcon.2022.104129_bb0155) 2017; 32
Rizzi (10.1016/j.autcon.2022.104129_bb0250) 2017; 66
References_xml – volume: 29
  start-page: 1645
  year: 2013
  end-page: 1660
  ident: bb0020
  article-title: Internet of things (iot): a vision, architectural elements, and future directions
  publication-title: Futur. Gener. Comput. Syst.
  contributor:
    fullname: Palaniswami
– volume: 1
  start-page: 4
  year: 1984
  end-page: 21
  ident: bb0115
  article-title: Software engineering economics
  publication-title: IEEE Trans. Softw. Eng.
  contributor:
    fullname: Boehm
– volume: 62
  start-page: 1
  year: 2002
  end-page: 9
  ident: bb0120
  article-title: The cost of errors in software development: evidence from industry
  publication-title: J. Syst. Softw.
  contributor:
    fullname: Westland
– volume: 10
  start-page: 320
  year: 2020
  ident: bb0280
  article-title: On the use of lorawan for the monitoring and control of distributed energy resources in a smart campus
  publication-title: Appl. Sci.
  contributor:
    fullname: Sisinni
– volume: 122
  start-page: 220
  year: 2015
  end-page: 227
  ident: bb0220
  article-title: The most important aspects of uncertainty in the internet of things field–context of smart buildings
  publication-title: Proc. Eng.
  contributor:
    fullname: Magruk
– year: 2003
  ident: bb0300
  article-title: Software Architecture in Practice
  contributor:
    fullname: Kazman
– start-page: 69
  year: 2017
  end-page: 74
  ident: bb0165
  article-title: Design of an iot-bim-gis based risk management system for hospital basic operation
  publication-title: IEEE Symposium on Service-Oriented System Engineering (SOSE)
  contributor:
    fullname: Du
– volume: 4
  start-page: 1125
  year: 2017
  end-page: 1142
  ident: bb0015
  article-title: A survey on internet of things: architecture, enabling technologies, security and privacy, and applications
  publication-title: IEEE Internet Things J.
  contributor:
    fullname: Zhao
– volume: 70
  start-page: 51
  year: 2016
  end-page: 61
  ident: bb0200
  article-title: Building performance optimisation: a hybrid architecture for the integration of contextual information and time-series data
  publication-title: Autom. Constr.
  contributor:
    fullname: O’Donnell
– start-page: 637
  year: 2009
  end-page: 645
  ident: bb0315
  article-title: Integrating Use Case Definitions for ifc Developments, eWork and eBusiness in Architecture and Construction
  contributor:
    fullname: Wix
– year: 2020
  ident: bb0095
  article-title: Supporting building automation systems in bim/ifc: reviewing the existing information gap
  publication-title: Eng. Constr. Archit. Manag.
  contributor:
    fullname: Costa
– volume: 11
  year: 2015
  ident: bb0265
  article-title: A model-driven approach for wearable systems developments
  publication-title: Int. J. Distributed Sensor Networks
  contributor:
    fullname: Ochoa
– year: 2014
  ident: bb0295
  article-title: Mqtt version 3.1. 1
  contributor:
    fullname: Gupta
– volume: 93
  start-page: 1178
  year: 2005
  end-page: 1203
  ident: bb0100
  article-title: Communication systems for building automation and control
  publication-title: Proc. IEEE
  contributor:
    fullname: Newman
– volume: 95
  start-page: 35
  year: 2018
  end-page: 45
  ident: bb0105
  article-title: A framework for integrating bim and iot through open standards
  publication-title: Autom. Constr.
  contributor:
    fullname: Främling
– year: 2014
  ident: bb0060
  article-title: Evaluation of ifc and cobie as data sources for asset register creation and service life planning
  publication-title: 14th International Conference on Construction Applications of Virtual Reality
  contributor:
    fullname: Kassem
– volume: 15
  start-page: 178
  year: 2006
  end-page: 185
  ident: bb0065
  article-title: Ifc model viewer to support nd model application
  publication-title: Autom. Constr.
  contributor:
    fullname: Wu
– volume: 4
  start-page: 269
  year: 2017
  end-page: 283
  ident: bb0035
  article-title: Iot considerations, requirements, and architectures for smart buildings—energy optimization and next-generation building management systems
  publication-title: IEEE Internet Things J.
  contributor:
    fullname: Occhiogrosso
– start-page: 1
  year: 2011
  end-page: 8
  ident: bb0040
  article-title: Demonstrating smart buildings and smart grid features in a smart energy city
  publication-title: Proceedings of the 3rd International Youth Conference on Energetics (IYCE)
  contributor:
    fullname: Krajcar
– volume: 5
  start-page: 1
  year: 2019
  end-page: 7
  ident: bb0230
  article-title: A comparative study of lpwan technologies for large-scale iot deployment
  publication-title: ICT Express
  contributor:
    fullname: Meyer
– volume: 1
  start-page: 102
  year: 2001
  end-page: 103
  ident: bb0215
  article-title: Introduction to iso 10303—the step standard for product data exchange
  publication-title: J. Comput. Inf. Sci. Eng.
  contributor:
    fullname: Pratt
– volume: 76
  start-page: 59
  year: 2017
  end-page: 70
  ident: bb0185
  article-title: Prefabricated construction enabled by the internet-of-things
  publication-title: Autom. Constr.
  contributor:
    fullname: Huang
– volume: 4
  start-page: 17
  year: 1999
  end-page: 36
  ident: bb0080
  article-title: Industry foundation classes for project management-a trial implementation
  publication-title: ITcon
  contributor:
    fullname: Kunz
– volume: 18
  start-page: 2361
  year: 2019
  end-page: 2397
  ident: bb0210
  article-title: Survey and classification of model transformation tools
  publication-title: Softw. Syst. Model.
  contributor:
    fullname: Varró
– volume: 101
  start-page: 111
  year: 2019
  end-page: 126
  ident: bb0110
  article-title: Adopting internet of things for the development of smart buildings: a review of enabling technologies and applications
  publication-title: Autom. Constr.
  contributor:
    fullname: Srinivasan
– start-page: 103
  year: 2018
  end-page: 110
  ident: bb0025
  article-title: An iot-aware architectural model for smart habitats, in
  publication-title: 16th IEEE International Conference on Embedded and Ubiquitous Computing (EUC)
  contributor:
    fullname: Noguera
– volume: 66
  start-page: 3340
  year: 2017
  end-page: 3349
  ident: bb0250
  article-title: Evaluation of the iot lorawan solution for distributed measurement applications
  publication-title: IEEE Trans. Instrum. Meas.
  contributor:
    fullname: Sisinni
– year: 2013
  ident: bb0145
  article-title: BIM Technology for FM, Vol. 1 of BIM for Facility Managers
  contributor:
    fullname: Sabol
– volume: 32
  start-page: 126
  year: 2017
  end-page: 138
  ident: bb0155
  article-title: Self-corrective knowledge-based hybrid tracking system using bim and multimodal sensors
  publication-title: Adv. Eng. Inform.
  contributor:
    fullname: Cho
– start-page: 361
  year: 2018
  end-page: 366
  ident: bb0285
  article-title: A low-cost lorawan testbed for iot: Implementation and measurements
  publication-title: 2018 IEEE 4th World Forum on Internet of Things (WF-IoT)
  contributor:
    fullname: Ghaderi
– volume: 32
  start-page: 215
  year: 2014
  end-page: 222
  ident: bb0260
  article-title: Connecting iot sensors to knowledge-based systems by transforming senml to rdf
  publication-title: Proc. Comput. Sci.
  contributor:
    fullname: Du
– volume: 27
  start-page: 444
  year: 2013
  end-page: 456
  ident: bb0190
  article-title: Bimql–an open query language for building information models
  publication-title: Adv. Eng. Inform.
  contributor:
    fullname: Beetz
– volume: 17
  start-page: 243
  year: 2015
  end-page: 259
  ident: bb0010
  article-title: The internet of things: a survey
  publication-title: Inf. Syst. Front.
  contributor:
    fullname: Zhao
– year: 2007
  ident: bb0125
  article-title: Model-Driven Architecture in Practice: A Software Production Environment Based on Conceptual Modeling
  contributor:
    fullname: Molina
– volume: 144
  start-page: 05018006
  year: 2018
  ident: bb0135
  article-title: Economic analysis of design errors in bim-based high-rise construction projects: case study of haeundae l project
  publication-title: J. Constr. Eng. Manag.
  contributor:
    fullname: Kim
– volume: 18
  start-page: 89
  year: 2013
  end-page: 116
  ident: bb0240
  article-title: An empirical study of the state of the practice and acceptance of model-driven engineering in four industrial cases
  publication-title: Empir. Softw. Eng.
  contributor:
    fullname: Fernandez
– start-page: 34
  year: 2019
  end-page: 38
  ident: bb0290
  article-title: An indoor environmental monitoring system for large buildings based on lorawan
  publication-title: Proceedings of the Conference on Research in Adaptive and Convergent Systems, RACS ‘19
  contributor:
    fullname: Zhang
– volume: 3
  start-page: 2157
  year: 2012
  end-page: 2165
  ident: bb0045
  article-title: A system architecture for autonomous demand side load management in smart buildings
  publication-title: IEEE Trans. Smart Grid
  contributor:
    fullname: Savard
– volume: 69
  start-page: 34
  year: 2016
  end-page: 43
  ident: bb0130
  article-title: How to tell if a bim project is successful: A goal-driven approach
  publication-title: Autom. Constr.
  contributor:
    fullname: Lee
– volume: 21
  start-page: 122
  year: 2013
  end-page: 131
  ident: bb0225
  article-title: Guidelines for internet of things deployment approaches–the thing commandments
  publication-title: Proc. Comput. Sci.
  contributor:
    fullname: Epiphaniou
– volume: 101
  start-page: 127
  year: 2019
  end-page: 139
  ident: bb0150
  article-title: A review of building information modeling (bim) and the internet of things (iot) devices integration: present status and future trends
  publication-title: Autom. Constr.
  contributor:
    fullname: Gao
– ident: bb0245
  article-title: Lorawan specification 1.1, accessed: 26/10/2020
  contributor:
    fullname: Hersent
– start-page: 55
  year: 2006
  end-page: 69
  ident: bb0310
  article-title: A versioning and evolution framework for rdf knowledge bases
  publication-title: International Andrei Ershov Memorial Conference on Perspectives of System Informatics
  contributor:
    fullname: Herre
– volume: 22
  start-page: 271
  year: 2008
  end-page: 280
  ident: bb0055
  article-title: Building information modelling–experts’ views on standardisation and industry deployment
  publication-title: Adv. Eng. Inform.
  contributor:
    fullname: Björk
– start-page: 1
  year: 2014
  end-page: 5
  ident: bb0305
  article-title: A federated architecture approach for internet of things security
  publication-title: 2014 Euro Med Telco Conference (EMTC)
  contributor:
    fullname: Neri
– volume: 110
  year: 2020
  ident: bb0205
  article-title: Bim assisted building automation system information exchange using bacnet and ifc
  publication-title: Autom. Constr.
  contributor:
    fullname: Gao
– year: 2018
  ident: bb0275
  article-title: Use of templates and the handle for large-scale provision of security and iot in the built environment
  contributor:
    fullname: Ruiz-Zafra
– volume: 12
  start-page: 15
  year: 2012
  end-page: 28
  ident: bb0050
  article-title: Building information modelling (bim): now and beyond
  publication-title: Construct. Econ. Build.
  contributor:
    fullname: Maqsood
– volume: 92
  start-page: 312
  year: 2018
  end-page: 326
  ident: bb0085
  article-title: Digitisation in facilities management: a literature review and future research directions
  publication-title: Autom. Constr.
  contributor:
    fullname: He
– volume: 17
  start-page: 2347
  year: 2015
  end-page: 2376
  ident: bb0005
  article-title: Internet of things: A survey on enabling technologies, protocols, and applications
  publication-title: IEEE Commun. Surveys Tutorials
  contributor:
    fullname: Ayyash
– volume: 30
  start-page: 256
  year: 2013
  end-page: 264
  ident: bb0170
  article-title: An integrated approach to intelligent urban facilities management for real-time emergency response
  publication-title: Autom. Constr.
  contributor:
    fullname: Yoon
– volume: 111
  start-page: 172
  year: 2019
  end-page: 186
  ident: bb0090
  article-title: Design and development of bim models to support operations and maintenance
  publication-title: Comput. Ind.
  contributor:
    fullname: Schooling
– start-page: 230
  year: 2014
  end-page: 234
  ident: bb0235
  article-title: Iot security: ongoing challenges and research opportunities
  publication-title: 7th IEEE International Conference on Service-Oriented Computing and Applications
  contributor:
    fullname: Shieh
– year: 2003
  ident: bb0140
  article-title: Handle System Overview, Tech. rep., Internet Engineering Task Force, rFC 3650
  contributor:
    fullname: Boesch
– volume: 157
  start-page: 218
  year: 2019
  end-page: 231
  ident: bb0030
  article-title: Evolution of internet of things (iot) and its significant impact in the field of precision agriculture
  publication-title: Comput. Electron. Agric.
  contributor:
    fullname: Kaur
– volume: 84
  start-page: 252
  year: 2014
  end-page: 257
  ident: bb0175
  article-title: Monitoring thermal comfort in subways using building information modeling
  publication-title: Energy Build.
  contributor:
    fullname: Abdelaty
– volume: 35
  start-page: 140
  year: 2018
  end-page: 152
  ident: bb0255
  article-title: Microlocation for smart buildings in the era of the internet of things: a survey of technologies, techniques, and approaches
  publication-title: IEEE Signal Process. Mag.
  contributor:
    fullname: Plataniotis
– year: 2002
  ident: bb0075
  article-title: Overview of ifc model server framework
  publication-title: European Conference on Product and Process Modelling (ECPPM)
  contributor:
    fullname: Adachi
– volume: 6
  start-page: 115
  year: 2006
  end-page: 123
  ident: bb0270
  article-title: A framework for distributed digital object services
  publication-title: Int. J. Digit. Libr.
  contributor:
    fullname: Wilensky
– year: 2018
  ident: bb0070
  article-title: buildingSMART, What Is ifc?
– volume: 19
  start-page: 72
  year: 2014
  end-page: 91
  ident: bb0160
  article-title: Real-time environmental monitoring, visualization, and notification system for construction h&s management
  publication-title: J. Inform. Technol. Construct.
  contributor:
    fullname: Riaz
– volume: 66
  start-page: 1
  year: 2016
  end-page: 14
  ident: bb0180
  article-title: Cyber-physical systems for temporary structure monitoring
  publication-title: Autom. Constr.
  contributor:
    fullname: Parfitt
– volume: 20
  start-page: 196
  year: 2011
  end-page: 204
  ident: bb0320
  article-title: Application and extension of the ifc standard in construction cost estimating for tendering in china
  publication-title: Autom. Constr.
  contributor:
    fullname: Zhe
– volume: 28
  start-page: 1
  year: 2012
  end-page: 14
  ident: bb0195
  article-title: An ontology framework for intelligent sensor-based building monitoring
  publication-title: Autom. Constr.
  contributor:
    fullname: Miles
– ident: 10.1016/j.autcon.2022.104129_bb0245
  contributor:
    fullname: Sornin
– volume: 66
  start-page: 3340
  issue: 12
  year: 2017
  ident: 10.1016/j.autcon.2022.104129_bb0250
  article-title: Evaluation of the iot lorawan solution for distributed measurement applications
  publication-title: IEEE Trans. Instrum. Meas.
  doi: 10.1109/TIM.2017.2746378
  contributor:
    fullname: Rizzi
– volume: 10
  start-page: 320
  issue: 1
  year: 2020
  ident: 10.1016/j.autcon.2022.104129_bb0280
  article-title: On the use of lorawan for the monitoring and control of distributed energy resources in a smart campus
  publication-title: Appl. Sci.
  doi: 10.3390/app10010320
  contributor:
    fullname: Pasetti
– volume: 3
  start-page: 2157
  issue: 4
  year: 2012
  ident: 10.1016/j.autcon.2022.104129_bb0045
  article-title: A system architecture for autonomous demand side load management in smart buildings
  publication-title: IEEE Trans. Smart Grid
  doi: 10.1109/TSG.2012.2217358
  contributor:
    fullname: Costanzo
– start-page: 1
  year: 2014
  ident: 10.1016/j.autcon.2022.104129_bb0305
  article-title: A federated architecture approach for internet of things security
  contributor:
    fullname: Leo
– year: 2007
  ident: 10.1016/j.autcon.2022.104129_bb0125
  contributor:
    fullname: Pastor
– volume: 11
  issue: 10
  year: 2015
  ident: 10.1016/j.autcon.2022.104129_bb0265
  article-title: A model-driven approach for wearable systems developments
  publication-title: Int. J. Distributed Sensor Networks
  contributor:
    fullname: Ruiz-Zafra
– volume: 29
  start-page: 1645
  issue: 7
  year: 2013
  ident: 10.1016/j.autcon.2022.104129_bb0020
  article-title: Internet of things (iot): a vision, architectural elements, and future directions
  publication-title: Futur. Gener. Comput. Syst.
  doi: 10.1016/j.future.2013.01.010
  contributor:
    fullname: Gubbi
– start-page: 34
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0290
  article-title: An indoor environmental monitoring system for large buildings based on lorawan
  contributor:
    fullname: Li
– volume: 111
  start-page: 172
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0090
  article-title: Design and development of bim models to support operations and maintenance
  publication-title: Comput. Ind.
  doi: 10.1016/j.compind.2019.08.001
  contributor:
    fullname: Heaton
– volume: 110
  year: 2020
  ident: 10.1016/j.autcon.2022.104129_bb0205
  article-title: Bim assisted building automation system information exchange using bacnet and ifc
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2019.103049
  contributor:
    fullname: Tang
– volume: 1
  start-page: 4
  year: 1984
  ident: 10.1016/j.autcon.2022.104129_bb0115
  article-title: Software engineering economics
  publication-title: IEEE Trans. Softw. Eng.
  doi: 10.1109/TSE.1984.5010193
  contributor:
    fullname: Boehm
– volume: 21
  start-page: 122
  year: 2013
  ident: 10.1016/j.autcon.2022.104129_bb0225
  article-title: Guidelines for internet of things deployment approaches–the thing commandments
  publication-title: Proc. Comput. Sci.
  doi: 10.1016/j.procs.2013.09.018
  contributor:
    fullname: Oriwoh
– volume: 5
  start-page: 1
  issue: 1
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0230
  article-title: A comparative study of lpwan technologies for large-scale iot deployment
  publication-title: ICT Express
  doi: 10.1016/j.icte.2017.12.005
  contributor:
    fullname: Mekki
– start-page: 55
  year: 2006
  ident: 10.1016/j.autcon.2022.104129_bb0310
  article-title: A versioning and evolution framework for rdf knowledge bases
  contributor:
    fullname: Auer
– volume: 20
  start-page: 196
  issue: 2
  year: 2011
  ident: 10.1016/j.autcon.2022.104129_bb0320
  article-title: Application and extension of the ifc standard in construction cost estimating for tendering in china
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2010.09.017
  contributor:
    fullname: Zhiliang
– volume: 18
  start-page: 89
  issue: 1
  year: 2013
  ident: 10.1016/j.autcon.2022.104129_bb0240
  article-title: An empirical study of the state of the practice and acceptance of model-driven engineering in four industrial cases
  publication-title: Empir. Softw. Eng.
  doi: 10.1007/s10664-012-9196-x
  contributor:
    fullname: Mohagheghi
– volume: 17
  start-page: 243
  issue: 2
  year: 2015
  ident: 10.1016/j.autcon.2022.104129_bb0010
  article-title: The internet of things: a survey
  publication-title: Inf. Syst. Front.
  doi: 10.1007/s10796-014-9492-7
  contributor:
    fullname: Li
– volume: 15
  start-page: 178
  issue: 2
  year: 2006
  ident: 10.1016/j.autcon.2022.104129_bb0065
  article-title: Ifc model viewer to support nd model application
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2005.04.002
  contributor:
    fullname: Fu
– start-page: 361
  year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0285
  article-title: A low-cost lorawan testbed for iot: Implementation and measurements
  contributor:
    fullname: Yousuf
– start-page: 69
  year: 2017
  ident: 10.1016/j.autcon.2022.104129_bb0165
  article-title: Design of an iot-bim-gis based risk management system for hospital basic operation
  contributor:
    fullname: Peng
– volume: 28
  start-page: 1
  year: 2012
  ident: 10.1016/j.autcon.2022.104129_bb0195
  article-title: An ontology framework for intelligent sensor-based building monitoring
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2012.05.018
  contributor:
    fullname: Dibley
– volume: 70
  start-page: 51
  year: 2016
  ident: 10.1016/j.autcon.2022.104129_bb0200
  article-title: Building performance optimisation: a hybrid architecture for the integration of contextual information and time-series data
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2016.05.018
  contributor:
    fullname: Hu
– volume: 6
  start-page: 115
  issue: 2
  year: 2006
  ident: 10.1016/j.autcon.2022.104129_bb0270
  article-title: A framework for distributed digital object services
  publication-title: Int. J. Digit. Libr.
  doi: 10.1007/s00799-005-0128-x
  contributor:
    fullname: Kahn
– volume: 92
  start-page: 312
  year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0085
  article-title: Digitisation in facilities management: a literature review and future research directions
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2018.04.006
  contributor:
    fullname: Wong
– volume: 84
  start-page: 252
  year: 2014
  ident: 10.1016/j.autcon.2022.104129_bb0175
  article-title: Monitoring thermal comfort in subways using building information modeling
  publication-title: Energy Build.
  doi: 10.1016/j.enbuild.2014.08.006
  contributor:
    fullname: Marzouk
– ident: 10.1016/j.autcon.2022.104129_bb0295
  contributor:
    fullname: Banks
– volume: 4
  start-page: 269
  issue: 1
  year: 2017
  ident: 10.1016/j.autcon.2022.104129_bb0035
  article-title: Iot considerations, requirements, and architectures for smart buildings—energy optimization and next-generation building management systems
  publication-title: IEEE Internet Things J.
  doi: 10.1109/JIOT.2017.2647881
  contributor:
    fullname: Minoli
– year: 2003
  ident: 10.1016/j.autcon.2022.104129_bb0300
  contributor:
    fullname: Bass
– volume: 18
  start-page: 2361
  issue: 4
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0210
  article-title: Survey and classification of model transformation tools
  publication-title: Softw. Syst. Model.
  doi: 10.1007/s10270-018-0665-6
  contributor:
    fullname: Kahani
– volume: 4
  start-page: 17
  issue: Nov
  year: 1999
  ident: 10.1016/j.autcon.2022.104129_bb0080
  article-title: Industry foundation classes for project management-a trial implementation
  publication-title: ITcon
  contributor:
    fullname: Froese
– volume: 30
  start-page: 256
  year: 2013
  ident: 10.1016/j.autcon.2022.104129_bb0170
  article-title: An integrated approach to intelligent urban facilities management for real-time emergency response
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2012.11.008
  contributor:
    fullname: Lee
– volume: 66
  start-page: 1
  year: 2016
  ident: 10.1016/j.autcon.2022.104129_bb0180
  article-title: Cyber-physical systems for temporary structure monitoring
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2016.02.005
  contributor:
    fullname: Yuan
– volume: 1
  start-page: 102
  issue: 1
  year: 2001
  ident: 10.1016/j.autcon.2022.104129_bb0215
  article-title: Introduction to iso 10303—the step standard for product data exchange
  publication-title: J. Comput. Inf. Sci. Eng.
  doi: 10.1115/1.1354995
  contributor:
    fullname: Pratt
– volume: 122
  start-page: 220
  year: 2015
  ident: 10.1016/j.autcon.2022.104129_bb0220
  article-title: The most important aspects of uncertainty in the internet of things field–context of smart buildings
  publication-title: Proc. Eng.
  doi: 10.1016/j.proeng.2015.10.028
  contributor:
    fullname: Magruk
– year: 2020
  ident: 10.1016/j.autcon.2022.104129_bb0095
  article-title: Supporting building automation systems in bim/ifc: reviewing the existing information gap
  publication-title: Eng. Constr. Archit. Manag.
  doi: 10.1108/ECAM-07-2018-0294
  contributor:
    fullname: Vieira
– volume: 32
  start-page: 215
  year: 2014
  ident: 10.1016/j.autcon.2022.104129_bb0260
  article-title: Connecting iot sensors to knowledge-based systems by transforming senml to rdf
  publication-title: Proc. Comput. Sci.
  doi: 10.1016/j.procs.2014.05.417
  contributor:
    fullname: Su
– volume: 101
  start-page: 127
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0150
  article-title: A review of building information modeling (bim) and the internet of things (iot) devices integration: present status and future trends
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2019.01.020
  contributor:
    fullname: Tang
– volume: 22
  start-page: 271
  issue: 2
  year: 2008
  ident: 10.1016/j.autcon.2022.104129_bb0055
  article-title: Building information modelling–experts’ views on standardisation and industry deployment
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2007.03.001
  contributor:
    fullname: Howard
– volume: 19
  start-page: 72
  year: 2014
  ident: 10.1016/j.autcon.2022.104129_bb0160
  article-title: Real-time environmental monitoring, visualization, and notification system for construction h&s management
  publication-title: J. Inform. Technol. Construct.
  contributor:
    fullname: Kiani
– start-page: 637
  year: 2009
  ident: 10.1016/j.autcon.2022.104129_bb0315
  contributor:
    fullname: Weise
– volume: 95
  start-page: 35
  year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0105
  article-title: A framework for integrating bim and iot through open standards
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2018.07.022
  contributor:
    fullname: Dave
– volume: 62
  start-page: 1
  issue: 1
  year: 2002
  ident: 10.1016/j.autcon.2022.104129_bb0120
  article-title: The cost of errors in software development: evidence from industry
  publication-title: J. Syst. Softw.
  doi: 10.1016/S0164-1212(01)00130-3
  contributor:
    fullname: Westland
– volume: 35
  start-page: 140
  issue: 5
  year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0255
  article-title: Microlocation for smart buildings in the era of the internet of things: a survey of technologies, techniques, and approaches
  publication-title: IEEE Signal Process. Mag.
  doi: 10.1109/MSP.2018.2846804
  contributor:
    fullname: Spachos
– volume: 93
  start-page: 1178
  issue: 6
  year: 2005
  ident: 10.1016/j.autcon.2022.104129_bb0100
  article-title: Communication systems for building automation and control
  publication-title: Proc. IEEE
  doi: 10.1109/JPROC.2005.849726
  contributor:
    fullname: Kastner
– volume: 144
  start-page: 05018006
  issue: 6
  year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0135
  article-title: Economic analysis of design errors in bim-based high-rise construction projects: case study of haeundae l project
  publication-title: J. Constr. Eng. Manag.
  doi: 10.1061/(ASCE)CO.1943-7862.0001498
  contributor:
    fullname: Ham
– volume: 32
  start-page: 126
  year: 2017
  ident: 10.1016/j.autcon.2022.104129_bb0155
  article-title: Self-corrective knowledge-based hybrid tracking system using bim and multimodal sensors
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2017.02.001
  contributor:
    fullname: Park
– volume: 27
  start-page: 444
  issue: 4
  year: 2013
  ident: 10.1016/j.autcon.2022.104129_bb0190
  article-title: Bimql–an open query language for building information models
  publication-title: Adv. Eng. Inform.
  doi: 10.1016/j.aei.2013.06.001
  contributor:
    fullname: Mazairac
– volume: 101
  start-page: 111
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0110
  article-title: Adopting internet of things for the development of smart buildings: a review of enabling technologies and applications
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2019.01.023
  contributor:
    fullname: Jia
– volume: 4
  start-page: 1125
  issue: 5
  year: 2017
  ident: 10.1016/j.autcon.2022.104129_bb0015
  article-title: A survey on internet of things: architecture, enabling technologies, security and privacy, and applications
  publication-title: IEEE Internet Things J.
  doi: 10.1109/JIOT.2017.2683200
  contributor:
    fullname: Lin
– volume: 12
  start-page: 15
  issue: 4
  year: 2012
  ident: 10.1016/j.autcon.2022.104129_bb0050
  article-title: Building information modelling (bim): now and beyond
  publication-title: Construct. Econ. Build.
  doi: 10.5130/AJCEB.v12i4.3032
  contributor:
    fullname: Azhar
– year: 2003
  ident: 10.1016/j.autcon.2022.104129_bb0140
  contributor:
    fullname: Sun
– volume: 17
  start-page: 2347
  issue: 4
  year: 2015
  ident: 10.1016/j.autcon.2022.104129_bb0005
  article-title: Internet of things: A survey on enabling technologies, protocols, and applications
  publication-title: IEEE Commun. Surveys Tutorials
  doi: 10.1109/COMST.2015.2444095
  contributor:
    fullname: Al-Fuqaha
– start-page: 1
  year: 2011
  ident: 10.1016/j.autcon.2022.104129_bb0040
  article-title: Demonstrating smart buildings and smart grid features in a smart energy city
  contributor:
    fullname: Morvaj
– year: 2002
  ident: 10.1016/j.autcon.2022.104129_bb0075
  article-title: Overview of ifc model server framework
  contributor:
    fullname: Adachi
– volume: 76
  start-page: 59
  year: 2017
  ident: 10.1016/j.autcon.2022.104129_bb0185
  article-title: Prefabricated construction enabled by the internet-of-things
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2017.01.006
  contributor:
    fullname: Zhong
– year: 2013
  ident: 10.1016/j.autcon.2022.104129_bb0145
  contributor:
    fullname: Sabol
– start-page: 103
  year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0025
  article-title: An iot-aware architectural model for smart habitats, in
  contributor:
    fullname: Ruiz-Zafra
– volume: 157
  start-page: 218
  year: 2019
  ident: 10.1016/j.autcon.2022.104129_bb0030
  article-title: Evolution of internet of things (iot) and its significant impact in the field of precision agriculture
  publication-title: Comput. Electron. Agric.
  doi: 10.1016/j.compag.2018.12.039
  contributor:
    fullname: Khanna
– year: 2014
  ident: 10.1016/j.autcon.2022.104129_bb0060
  article-title: Evaluation of ifc and cobie as data sources for asset register creation and service life planning
  contributor:
    fullname: Patacas
– start-page: 230
  year: 2014
  ident: 10.1016/j.autcon.2022.104129_bb0235
  article-title: Iot security: ongoing challenges and research opportunities
  contributor:
    fullname: Zhang
– year: 2018
  ident: 10.1016/j.autcon.2022.104129_bb0275
  contributor:
    fullname: Kirstein
– volume: 69
  start-page: 34
  year: 2016
  ident: 10.1016/j.autcon.2022.104129_bb0130
  article-title: How to tell if a bim project is successful: A goal-driven approach
  publication-title: Autom. Constr.
  doi: 10.1016/j.autcon.2016.05.022
  contributor:
    fullname: Won
SSID ssj0007069
Score 2.493235
SecondaryResourceType review_article
Snippet The integration of Internet of Things (IoT) technologies into Building Information Modelling (BIM) provides significant opportunities to support useful...
SourceID proquest
crossref
elsevier
SourceType Aggregation Database
Publisher
StartPage 104129
SubjectTerms Building automation
Building control
Building design
Building information modelling (BIM)
Building management systems
Building models
End users
Facilities management
IFC
Industry foundation classes
Information systems
Internet of Things
Metamodels
Modelling
Smart buildings
Urban environments
Title IFC+: Towards the integration of IoT into early stages of building design
URI https://dx.doi.org/10.1016/j.autcon.2022.104129
https://www.proquest.com/docview/2649203287
Volume 136
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1NS8MwGA5jHtSD6FScHyMHb1KXpumXtzEcq-IubrBbSJpE5mEdtrv6233TNviBIHhs-kF4kz7v85InTxC6pioWxtDIi1nOPMhQwkslzb3UJJqKJA58Y1d0n2bRdMEeluGyg8ZuL4yVVbbY32B6jdZty7CN5nCzWg2fSUohfRIgEBZ0qfUEZZD-YE7fvn_KPGISNX570B_7tNs-V2u8xLayVSeFRGYXO_2aaP6ann4AdZ19JofooKWNeNT07Ah19LqHdt2u4rKH9r8YCx6jLJuMb-7wvNbElhhIHna-EDAOuDA4K-a2qcDaOhxj4IgvurQ3ZHtONla1tuMELSb38_HUaw9N8HKopCpPKpknQqZQ-SkoOQ1lWhkpUqARAIqChEqTSAVAqnMVBYEQOoaahYSaKUYCFQanqLsu1voMYT8iUoS-yFMSsCRiMo18I3xhlHX4yf0-8lys-KbxxuBONPbKm9hyG1vexLaPYhdQ_m2MOcD3H29euvjz9h8rOVC51J7_nsTn__7wBdqzV40U5xJ1q7etvgKWUclBPY0GaGeUPU5nHyrEz5M
link.rule.ids 315,783,787,4509,24128,27936,27937,45597,45691
linkProvider Elsevier
linkToHtml http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV27TsMwFL0qZSgMCAqI8vTAhkKdxHmxoYqqgbYLrdTNsmMblaGpaLvy7VznIR5CQmK1k8g6ds49Vz6-Brj2VCSM8UInYhlzMEIJJ5Fe5iQm1p6II981dkd3NA4HU_Y4C2YN6NVnYaytsuL-ktMLtq5auhWa3eV83n2miYfhk6KAsKTrsS3YZlYf46K-ff_0eUQ0LAvu4YDs4_X5ucLkJTZrm3Z6GMnsbqdbKM1f49MPpi7CT38f9irdSO7LoR1AQy_a0KqPFa_asPulsuAhpGm_d3NHJoUpdkVQ5ZG6MAROBMkNSfOJbcqJtiWOCYrEF72yHbK6KJuowtxxBNP-w6Q3cKpbE5wMU6m1I5XMYiETTP0U5pzGY1oZKRLUEciKggZK01D5qKozFfq-EDrCpIUGmilGfRX4x9Bc5At9AsQNqRSBK7KE-iwOmUxC1whXGGVL_GRuB5waK74si2Pw2jX2yktsucWWl9h2IKoB5d8mmSN___HmeY0_r36yFUctl9gL4OPo9N8fvoLWYDIa8mE6fjqDHdtT-nLOobl-2-gLlBxreVksqQ8yXdEs
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=IFC%2B%3A+Towards+the+integration+of+IoT+into+early+stages+of+building+design&rft.jtitle=Automation+in+construction&rft.au=Ruiz-Zafra%2C+Angel&rft.au=Benghazi%2C+Kawtar&rft.au=Noguera%2C+Manuel&rft.date=2022-04-01&rft.issn=0926-5805&rft.volume=136&rft.spage=104129&rft_id=info:doi/10.1016%2Fj.autcon.2022.104129&rft.externalDBID=n%2Fa&rft.externalDocID=10_1016_j_autcon_2022_104129
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0926-5805&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0926-5805&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0926-5805&client=summon