A Distributed Simulation Approach to Integrate AnyLogic and Unity for Virtual Reality Applications: Case of COVID-19 Modelling and Training in a Dialysis Unit
Different heterogeneous simulation components can be integrated to produce a more effective complex global system. The IEEE High-Level Architecture (HLA) is an international standard that promotes interoperability and reusability for distributed simulation (DS). This paper proposes a DS system that...
Saved in:
| Published in: | 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) pp. 1 - 7 |
|---|---|
| Main Authors: | , , , , , , , , , , |
| Format: | Conference Proceeding |
| Language: | English |
| Published: |
IEEE
27.09.2021
|
| Subjects: | |
| Online Access: | Get full text |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| Abstract | Different heterogeneous simulation components can be integrated to produce a more effective complex global system. The IEEE High-Level Architecture (HLA) is an international standard that promotes interoperability and reusability for distributed simulation (DS). This paper proposes a DS system that integrates an agent-based and discrete-event simulator with a 3D game engine to build virtual reality (VR) applications that replicate real environments. In this case study, AnyLogic is used as an agent-based and discrete event simulator to simulate the process flow and COVID-19 transmission inside the University Health Network dialysis unit, Toronto, Canada. Unity game engine delivers the 3D modelling replicating the real architecture and environment of the dialysis unit. The HLA standard plays a major role in the integration of AnyLogic and Unity to produce a more effective and powerful DS system for VR applications. |
|---|---|
| AbstractList | Different heterogeneous simulation components can be integrated to produce a more effective complex global system. The IEEE High-Level Architecture (HLA) is an international standard that promotes interoperability and reusability for distributed simulation (DS). This paper proposes a DS system that integrates an agent-based and discrete-event simulator with a 3D game engine to build virtual reality (VR) applications that replicate real environments. In this case study, AnyLogic is used as an agent-based and discrete event simulator to simulate the process flow and COVID-19 transmission inside the University Health Network dialysis unit, Toronto, Canada. Unity game engine delivers the 3D modelling replicating the real architecture and environment of the dialysis unit. The HLA standard plays a major role in the integration of AnyLogic and Unity to produce a more effective and powerful DS system for VR applications. |
| Author | Asgary, Ali Nadri, Nazanin Possik, Jalal Solis, Adriano O. Guimaraes, Abel Shafiee, Mohammad Ali Tofighi, Mohammadali Merchant, Asad A. Gorecki, Simon Zacharewicz, Gregory Aarabi, Mehdi |
| Author_xml | – sequence: 1 givenname: Jalal surname: Possik fullname: Possik, Jalal email: jpossikim@yorku.ca organization: Advanced Disaster, Emergency and Rapid Response Simulation (ADERSIM), York University,Toronto,Ontario,Canada,M3J IP3 – sequence: 2 givenname: Simon surname: Gorecki fullname: Gorecki, Simon email: asgaryim@yorku.ca organization: Groupe de Recherche en Economie Théorique et Appliquée (GREThA) UMR CNRS 5113, University of Bordeaux,Pessac,France,33608 – sequence: 3 givenname: Ali surname: Asgary fullname: Asgary, Ali email: asolisim@yorku.ca organization: Advanced Disaster, Emergency and Rapid Response Simulation (ADERSIM), York University,Toronto,Ontario,Canada,M3J IP3 – sequence: 4 givenname: Adriano O. surname: Solis fullname: Solis, Adriano O. email: tofighim@yorku.ca organization: Advanced Disaster, Emergency and Rapid Response Simulation (ADERSIM), York University,Toronto,Ontario,Canada,M3J IP3 – sequence: 5 givenname: Gregory surname: Zacharewicz fullname: Zacharewicz, Gregory email: simon.gorecki@u-bordeaux.fr organization: Institut Mines-Telecom (IMT) Mines Ales, CEDEX,Laborcuoire des Sciences des Risques (LSR),Alàs,France,30319 – sequence: 6 givenname: Mohammadali surname: Tofighi fullname: Tofighi, Mohammadali email: gregory.zacharewicz@mines-ales.fr organization: Advanced Disaster, Emergency and Rapid Response Simulation (ADERSIM), York University,Toronto,Ontario,Canada,M3J IP3 – sequence: 7 givenname: Mohammad Ali surname: Shafiee fullname: Shafiee, Mohammad Ali email: mohammad.shafiee@uhn.ca organization: Toronto General Hospital,Division of General Internal Medicine,Department of Medicine,Toronto,Ontario,Canada – sequence: 8 givenname: Asad A. surname: Merchant fullname: Merchant, Asad A. email: asad.merchant@uhn.ca organization: Toronto General Hospital,Division of General Internal Medicine,Department of Medicine,Toronto,Ontario,Canada – sequence: 9 givenname: Mehdi surname: Aarabi fullname: Aarabi, Mehdi email: mehdi.aarabi@gmail.com organization: Toronto General Hospital,Division of General Internal Medicine,Department of Medicine,Toronto,Ontario,Canada – sequence: 10 givenname: Abel surname: Guimaraes fullname: Guimaraes, Abel email: abelguima@gmail.com organization: Advanced Disaster, Emergency and Rapid Response Simulation (ADERSIM), York University,Toronto,Ontario,Canada,M3J IP3 – sequence: 11 givenname: Nazanin surname: Nadri fullname: Nadri, Nazanin email: nazaninnadri1@gmail.com organization: Advanced Disaster, Emergency and Rapid Response Simulation (ADERSIM), York University,Toronto,Ontario,Canada,M3J IP3 |
| BookMark | eNotkMtuwjAURF2pldpSvqCL3h8ItRM_ku4i6AOJConXFjnJNbVkHBSbRX6m31qgrEZzpTmaO4_k1rceCXlhdMQYLV4ny2SxEimTapTSlI0KoSTjxQ0ZFipnUgqeZamU92QYgq0oVxmVhaAP5LeEiQ2xs9UxYgNLuz86HW3roTwculbXPxBbmPqIu05HhNL3s3Zna9C-gbW3sQfTdrCxXTxqBwvU7nw7hZ2tL6DwBmMdEFoD4_lmOklYAd9tg85Zv7tgVp22_mysB32qo10fbLjQn8id0S7g8KoDsv54X42_ktn8czouZ4nOFI9JmrMKRYUpZadnFaUCmagzZhqpFK15gyJvUm5M3VS1lqyqG47IVYE5M1yYbECe_7kWEbeHzu5112-vK2Z_jqts1Q |
| ContentType | Conference Proceeding |
| DBID | 6IE 6IL CBEJK RIE RIL |
| DOI | 10.1109/DS-RT52167.2021.9576149 |
| DatabaseName | IEEE Electronic Library (IEL) Conference Proceedings IEEE Xplore POP ALL IEEE Xplore All Conference Proceedings IEEE Electronic Library (IEL) IEEE Proceedings Order Plans (POP All) 1998-Present |
| DatabaseTitleList | |
| Database_xml | – sequence: 1 dbid: RIE name: IEEE Electronic Library (IEL) url: https://ieeexplore.ieee.org/ sourceTypes: Publisher |
| DeliveryMethod | fulltext_linktorsrc |
| EISBN | 9781665433266 1665433264 |
| EndPage | 7 |
| ExternalDocumentID | 9576149 |
| Genre | orig-research |
| GrantInformation_xml | – fundername: Public Health Agency of Canada (PHAC) funderid: 10.13039/100011094 – fundername: Canadian Institutes of Health Research (CIHR) funderid: 10.13039/501100000024 – fundername: University Health Network (UHN) funderid: 10.13039/100009663 |
| GroupedDBID | 6IE 6IL ACM ALMA_UNASSIGNED_HOLDINGS APO CBEJK GUFHI LHSKQ RIE RIL |
| ID | FETCH-LOGICAL-a374t-281be5be2011667005e15c31fd6770c4de58d24ffcdbca61bcd4ee479e81f45f3 |
| IEDL.DBID | RIE |
| ISICitedReferencesCount | 12 |
| ISICitedReferencesURI | http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000759795800026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| IngestDate | Wed Aug 27 02:28:58 EDT 2025 |
| IsDoiOpenAccess | false |
| IsOpenAccess | true |
| IsPeerReviewed | false |
| IsScholarly | true |
| Language | English |
| LinkModel | DirectLink |
| MergedId | FETCHMERGED-LOGICAL-a374t-281be5be2011667005e15c31fd6770c4de58d24ffcdbca61bcd4ee479e81f45f3 |
| OpenAccessLink | https://imt-mines-ales.hal.science/hal-03413812 |
| PageCount | 7 |
| ParticipantIDs | ieee_primary_9576149 |
| PublicationCentury | 2000 |
| PublicationDate | 2021-Sept.-27 |
| PublicationDateYYYYMMDD | 2021-09-27 |
| PublicationDate_xml | – month: 09 year: 2021 text: 2021-Sept.-27 day: 27 |
| PublicationDecade | 2020 |
| PublicationTitle | 2021 IEEE/ACM 25th International Symposium on Distributed Simulation and Real Time Applications (DS-RT) |
| PublicationTitleAbbrev | DS-RT |
| PublicationYear | 2021 |
| Publisher | IEEE |
| Publisher_xml | – name: IEEE |
| SSID | ssib047306950 |
| Score | 2.2810457 |
| Snippet | Different heterogeneous simulation components can be integrated to produce a more effective complex global system. The IEEE High-Level Architecture (HLA) is an... |
| SourceID | ieee |
| SourceType | Publisher |
| StartPage | 1 |
| SubjectTerms | AnyLogic COVID-19 dialysis unit distributed simulation Games hemodialysis HLA Modelling and simulation Solid modeling Three-dimensional displays Training Unity Virtual environments virtual reality Visualization |
| Title | A Distributed Simulation Approach to Integrate AnyLogic and Unity for Virtual Reality Applications: Case of COVID-19 Modelling and Training in a Dialysis Unit |
| URI | https://ieeexplore.ieee.org/document/9576149 |
| WOSCitedRecordID | wos000759795800026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D |
| hasFullText | 1 |
| inHoldings | 1 |
| isFullTextHit | |
| isPrint | |
| link | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3PT8IwFG6QePCkBoy_8w4eHaxb127eFpDIBQkg4Ua29i3Zwc3gMOGf8W-1LQM18eJlWZasW9qXve-t7_s-Qu5SDHmCijlulGQOC_Uh5a50Qo7ci1IplEyt2YQYjcLFIho3yP2eC4OItvkMO-bU7uWrUq7Nr7JupMGxRvQH5EAIvuVq7WKH6UjlUeDWLVzUjbr9qTOZ6ezEhS4DPdqp7_5lo2KzyOD4f88_Ie1vOh6M94nmlDSwaJHPGPpG9Nb4VaGCaf5aG3FBXMuEQ1XCcKcGAXGxMb7KEpJCgUGaG9B4Feb5yjBIYIIWkEP8Y0P7AXo6x0GZQe95Puw7NAJjnWZVvO0ws9pfAvICEv06W30TO3qbvAweZ70npzZbcBJfsMrxNH7FIEUDCLjh7gRIA-nTTHEhXMkUBqHyWJZJlcqE01QqhshEhCHNWJD5Z6RZlAWeE1CSm6rJFUacPvVVqJj-VHAXPVMPUXpBWmZul29bPY1lPa2Xf1--Ikdm-UyPhieuSbNarfGGHMqPKn9f3dog-AIsmLSx |
| linkProvider | IEEE |
| linkToHtml | http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3PT8IwFG4QTfSkBoy_fQePDtatazdvBCQQEQkg4Ua29i3h4DAIJvwz_q22ZaAmXrwsy5I1Tfuy9731fd9HyG2CIY9RMceN4tRhob4k3JVOyJF7USKFkok1mxDdbjgeR70CudtyYRDRNp9hxdzas3w1k0vzq6waaXCsEf0O2Q0Y89w1W2sTPUzHKo8CN2_iom5UbQyc_lDnJy50IejRSv7-LyMVm0eah_-bwREpfxPyoLdNNcekgFmJfNagYWRvjWMVKhhMX3MrLqjlQuGwmEF7owcBtWxlnJUlxJkCgzVXoBErjKZzwyGBPlpIDrUfR9r3UNdZDmYp1J9H7YZDIzDmaVbH2w4zzB0mYJpBrKezVjixo5fJS_NhWG85ud2CE_uCLRxPI1gMEjSQgBv2ToA0kD5NFRfClUxhECqPpalUiYw5TaRiiExEGNKUBal_QorZLMNTAkpyUze5wsjTJ74KFdMfC-6iZyoiSs9Iyazt5G2tqDHJl_X878c3ZL81fOpMOu3u4wU5MFtpOjY8cUmKi_kSr8ie_FhM3-fXNiC-AL0It_g |
| 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%3Abook&rft.genre=proceeding&rft.title=2021+IEEE%2FACM+25th+International+Symposium+on+Distributed+Simulation+and+Real+Time+Applications+%28DS-RT%29&rft.atitle=A+Distributed+Simulation+Approach+to+Integrate+AnyLogic+and+Unity+for+Virtual+Reality+Applications%3A+Case+of+COVID-19+Modelling+and+Training+in+a+Dialysis+Unit&rft.au=Possik%2C+Jalal&rft.au=Gorecki%2C+Simon&rft.au=Asgary%2C+Ali&rft.au=Solis%2C+Adriano+O.&rft.date=2021-09-27&rft.pub=IEEE&rft.spage=1&rft.epage=7&rft_id=info:doi/10.1109%2FDS-RT52167.2021.9576149&rft.externalDocID=9576149 |