COnstruction-phase diGItal Twin mOdel

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Deliverables

COGITO evaluation methodology

Design and development of endtoend methodology for the evaluation and impact assessment of the COGITO tools based on the results obtained from the use in real building and infrastructure construction projects necessary input parameters for all calculations and ways to capture all this information during the piloting activities are identified

COGITO system architecture v1

Intermediate version of the overall architecture of the COGITO solution including specifications of its key components and their functionalities an overview of the system architecture describing the components and introducing the various subcomponents their functional and technical specifications

Report on the COGITO demonstration activities

Report on the COGITO components performance during the validation activities that take place in real construction sites in Spain and Denmark to showcase the COGITO benefits to the AEC professionals, with emphasis to quality assurance, health & safety and workflow managers and construction labour.

Report on COGITO system deployment activities

Report on the COGITO components roll-out and deployment for demonstration and validation activities, collecting and analysing the technical requirements of the particular project site to ensure a smooth deployment, including the size and complexity of the project, the planned duration of the construction phases, willingness of the project stakeholders to use the COGITO technologies on top their current usual practices to name but a few.

COGITO Data Model & Ontology Definition and Interoperability Design v2

Intermediate version of the COGITO Data Model and Ontology – based on the first version of D3.2 conclusions, data models and ontologies are extended and/or developed from scratch to deliver data models and ontological representations that cover the entire semantic scope of the COGITO activities and tools.

COGITO dissemination and communication plan and associated material v3

Third version of the Dissemination and Communication Plan (DCP) and report of dissemination and communication activities undertaken.

Survey of Existing Models & Ontologies & Associated Standardization Efforts

Survey on the existing data models and ontologies that are already available in literature and standards starting with an amalgamation of diverse data models and their ontological representations derived from existing standards and partially capture the COGITO information domains requirements

BIM-based Standard Test Methods for Geometric Quality Control v1

Intermediate version of the BIM-based Standard Test Methods for Geometric Quality Control – implement existing Standard Test Methods for Geometric QC and automatically apply them to record the results in a structured way within the BIM model.

Report on best practise examples of COGITO use

Report on several diverse, demonstrated best practise cases that provides material with which the construction stakeholders, in an effort not only to disseminate COGITO outcomes to their natural end-users but to effectively promote their exploitation by illustrating to the users real-life case studies where the tools have made a sizeable impact in the daily activities on colleagues under representative conditions of pressure for delivery.

COGITO Data Model & Ontology Definition and Interoperability Design v3

Final version of the COGITO Data Model and Ontology – based on the feedback received from the standardization working groups and bilateral communications with WG leaders/convenors, COGITO data model and its ontological representation that are documented in D3.2v2 are properly updated to form their final version.

Report and associated material on COGITO stakeholder engagement & training activities v3

Documentation of the COGITO stakeholders’ engagement & training activities due M42.

Proactive Real-time Risk Monitoring and Detection Methods v1

Intermediate version of the Proactive Real-time Risk Monitoring and Detection service – design and develop the Proactive Real-time Risk Monitoring and Detection service that enables the H&S digital twin to predict hazardous situations based on state-of-the art machine learning techniques on up-to-date data queried from the digital twin platform.

COGITO Living Lab Activities Evaluation Report v3

Final version of the COGITO Living Lab Activities Evaluation Report – Documentation of Living Lab Activities due M42.

COGITO dissemination and communication plan and associated material v2

Second version of the Dissemination and Communication Plan DCP and report of dissemination and communication activities undertaken

Proactive Real-time Risk Monitoring and Detection Methods v2

Final version of the Proactive Real-time Risk Monitoring and Detection service – based on the first version of D4.2 and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Proactive Real-time Risk Monitoring and Detection service is updated to form its final version.

Stakeholder requirements for the COGITO system

Collecting analysing and digesting the full set of requirements from all stakeholders that represent different steps in the construction phase use cases definition to capture the entire process identifying all stakeholders and put requirements in perspective

Report on outcomes of COGITO system pre-validation

Report on the COGITO components performance during the pre-validation activities in an infrastructure site to showcase options that can significantly improve their performance and documentation for the COGITO tools to aid the further deployment to pilot sites and un/semi-supervised use by AEC industry professionals.

Report on COGITO standardization outcomes promotion efforts

Report on the first outcomes of COGITO partners, who are actively involved in standardization bodies, attempt to promote the COGITO standardization proposals on construction, data modelling and linked open data to standardization bodies, committees and working groups by initially collecting feedback on their future plans and interest in the COGITO standardization punch-list.

Digital Twin Platform Design & Specification v2

Final version of the Digital Twin Platform Design & Specification – based on the first version of D7.1, the final version of the COGITO architecture and feedback received from WP2-WP6, the Digital Twin Platform Design is updated to form its final version.

COGITO Living Lab Activities Evaluation Report v1

First version of the COGITO Living Lab Activities Evaluation Report Documentation of Living Lab Activities due M12

Report and associated material on COGITO stakeholder engagement & training activities v2

Documentation of the COGITO stakeholders’ engagement & training activities due M24.

COGITO Data Model & Ontology Definition and Interoperability Design v1

Evaluation on how well the data models and their ontological representations identified in D31 cover the semantic scope of the COGITO solution COGITO tools data and stakeholder requirements highlighting needs for extension of existing or development of new data models and ontologies

BIM-based Standard Test Methods for Geometric Quality Control v2

Final version of the Interactive Visual Material for Workforce Training – based on the first version of D5.3, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, a full automation of the Scan-vs-BIM -based Geometric QC component by designing and developing algorithms that implement existing Standard Test Methods for Geometric QC is delivered in the final version of D5.3.

COGITO system architecture v2

Final version of the overall architecture of the COGITO solution – based on feedback received from the first version of each COGITO key components, the first version of the overall architecture is updated accordingly to form its final version.

COGITO dissemination and communication plan and associated material v4

Final version of the Dissemination and Communication Plan (DCP) that includes the collection of all dissemination activities, impact conclusions and the plan for further dissemination and communication beyond project life, as a parallel support strategy to the Exploitation Plan.

COGITO dissemination and communication plan and associated material v1

Design and deliver the first version of a comprehensive Dissemination and Communication Plan DCP describing the projects strategy activities and implementation instruments

Report and associated material on COGITO stakeholder engagement & training activities v1

Documentation of the COGITO stakeholders engagement training activities due M12

Report on COGITO standardization outcomes promotion efforts v2

Final report on COGITO standardization outcomes promotion efforts – the standardization punch-list reported in the first version of D9.6 is updated based on the feedback received from the standardization working groups and is promoted so that they become embedded in the next standards’ versions and mainstream in AEC industry tools.

Analysis of digital tools market and prevailing regulatory frameworks

Analysis of the regulatory and market conditions within which the COGITO digital twin tools will be called upon to make an impact

COGITO Living Lab Activities Evaluation Report v2

Second version of the COGITO Living Lab Activities Evaluation Report – Documentation of Living Lab Activities due M24.

Holistic evaluation of COGITO system performance and impact assessment

Evaluation of the results of the demonstration and validation activities and assessment of the COGITO tools in action following the methodology established in D2.3 and based on the information collected during the pre-validation phase as well as the validation activities for providing impact assessments.

Digital Twin Platform Design & Specification v1

Intermediate version of the Digital Twin Platform Design Specification Using as input the identified stakeholder requirements and the COGITO system architecture WP2 the data model specification and identification of data sources WP3 the data and exchange requirements elicited for each of the tools in WP4WP6 the design of the COGITO digital twin platform is designed

Workflow User Interface for Project Managers v2

Final version of the Interactive Workflow User Interface for Project Managers – Based on the first version of D6.5, the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Workflow User Interface is updated to form its final version.

Innovative Scan-vs-BIM -based Geometric QC component v1

Intermediate version of the Scan-vs-BIM Geometric QC component – design and develop the enhanced Scan-vs-BIM algorithm and software component (e.g. library) for the detection of project BIM building components in the 3D point cloud data, providing the data required for the detection of geometric deviations (out of tolerances).

Extraction, Transformation & Loading Tools and Model Checking v2

Final version of the Extraction, Transformation & Loading and Model Checking Tools – based on the first version of D7.2, the final version of the COGITO architecture and feedback received from WP2-WP6, the Extraction, Transformation & Loading and Model Checking Tools are updated to form their final version.

User interface and AR enabled In-situ QC Visualization v1

Intermediate version of the User interface and AR enabled Insitu QC Visualization design and deliver two software packages the QC Service Software that integrates the Geometric QC component and the Visual QC component and the Augmented Reality enabled Insitu QC Visualization ARIQC that runs on commercial AR head mounted displays

IoT Data Pre-processing Module v2

Final version of the IoT Data Pre-processing Module – the module is updated based on feedback received by experimentation and testing to ensure that anonymized and secure raw data sensed by on-site sensorial devices can effectively be stored in the IoT Data Pre-processing Module and to prove that its functional requirements are addressed.

Personalized Alerts, Prediction and Feedback Tools v2

Final version of the Personalized Alerts, Prediction and Feedback Tool – based on the first version of D4.3, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Personalized Alerts, Prediction and Feedback Tools is updated to form its final version.

Digital Twin Platform v1

First version of the protype implementation of the Digital Twin Platform – the first partial prototype deployment of the Digital Twin Platform is performed; integration of the tools developed in WP7 into an integrated tool-box that can be used by other WP4-6 tools is also considered.

Blockchain & Smart Contracts on the Workflow Modelling and Management v1

Design smart contacts based on appropriate Service Level Agreements compatible with the process and workflow model delivered by D6.2.

Interactive Visual Material for Workforce Training v1

Intermediate version of the Interactive Visual Material for Workforce Training – prototype implementation of visual and interactive training materials, using virtual reality (VR); worker-specific aspects are considered; suitable process-oriented worker-machine interaction approaches are selected and adapted.

Adaptive Processes/Workflow Modelling and Simulation-based Optimization Module v1

Intermediate version of the Adaptive Processes/Workflow Modelling and Simulation-based Optimization Module – models of all interactions between the various tools and actors of the process and workflow are generated to obtain the necessary information at both abstraction levels for the process simulation and workflow automation work; a simulation module is also delivered that simulates and formal verifies the process of the designed construction project to allow the user to expose optimization opportunities to minimize time and/or cost.

Construction Digital Twin 3D Visualisation module v2

Final version of the Construction Digital Twin 3D Visualisation module Based on the first version of D74 the final version of the COGITO architecture and taking into account updates of the Data Transformation for 3D BIM Rendering Tool that emerge the Construction Digital Twin 3D Visualisation module is updated to deliver its final version

Preventive Health & Safety Application v2

Final version of the Preventive Health & Safety Application – based on the first version of D4.1, the final version of the COGITO overall architecture and feedback received from the first end-to-end IFC system integration, the Preventive Health & Safety Application is updated to deliver its final version.

Deep-Learning -based Visual QC component v2

Final version of the Deep Learning Image Processing for Visual Quality Control component – based on the first version of D5.2, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Deep Learning Image Processing for Visual Quality Control is updated to form its final version.

Personalized On-site Works Support Apps v2

Final version of the Personalized On-site Works Support App – based on the first version of D6.4, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Personalized On-site Works Support App is updated to form its final version.

Personalized Alerts, Prediction and Feedback Tools v1

Intermediate version of the Personalized Alerts, Prediction and Feedback Tools – a tool that issues preventive warnings or alerts to construction workers and operating suggestions for equipment operators to mitigate dangerous situations is designed and delivered.

Extraction, Transformation & Loading Tools and Model Checking v1

Intermediate version of the Extraction, Transformation & Loading and Model Checking Tools – the internal functional modules of the Digital Twin Platform implementing the Master Data Management functionalities are developed and tested.

Integrated COGITO system v1

First version of the end-to-end ICT System Integration – system integration efforts to verify functional operation of the end-to-end system with information flowing from the applications/components that perform the digital twin model creation and population to the Digital Twin platform and down to the vertical services for QA, H&S and work-flow management.

Adaptive Workflow Management and Automation Tool v2

Final version of the Adaptive Workflow Management and Automation Tool – based on the first version of D6.3, the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Adaptive Workflow Management and Automation Tool is updated to deliver its final version.

Construction Digital Twin 3D Visualisation module v1

Intermediate version of the Construction Digital Twin 3D Visualisation module – a module that uses as input the output the mesh data generated by Data Transformation for 3D BIM Rendering tool (D7.2) to render the Digital Twin 3D data.

Visual Data Pre-processing Module v2

Final version of the Visual Data Pre-processing Module – the module is updated based on feedback received by experimentation and testing.

Interactive Visual Material for Workforce Training v2

Final version of the Interactive Visual Material for Workforce Training – based on the first version of D4.4, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Interactive Visual Material for Workforce Training is updated to form its final version.

Deep-Learning -based Visual QC component v1

Intermediate version of the Deep Learning Image Processing for Visual Quality Control component – digital image processing tools are designed and developed for visual quality control, putting to use, and expanding on state-of-the-art deep learning-based detection and recognition models.

Blockchain & Smart Contracts on the Workflow Modelling and Management v2

Creation of the blockchain plugin to the workflow management tool (delivered by D6.3) that ensures the proper delivery of tasks that are coded into the chain and prevent addition of information/exchanges, if these are not properly met.

Preventive Health & Safety Application v1

Intermediate version of the Preventive Health & Safety Application – an existing health and safety rule checking prototype is enriched, while current computational runtime issues, such as the combinatorial explosion of alternative high-level semantic interpretations of the state of a construction site given noisy, low-level symbolic observations from field sensor data, and the need to simultaneously check potential construction site states against a large knowledge base of hazard rules, is addressed.

Personalized On-site Works Support Apps v1

Intermediate version of the Personalized On-site Works Support App – the app for On-site Workers is delivered to alert assist them in reporting work progress and guide them in the process of installation/assembly based on the vendors information, etc.

Adaptive Workflow Management and Automation Tool v1

Intermediate version of the Adaptive Workflow Management and Automation Tool – an adaptive workflow management service that orchestrates the construction process tasks and facilitate information exchange between them is delivered.

Data Transformation for 3D BIM Rendering v1

Intermediate version of the Data Transformation for 3D BIM Rendering Tool – design and development of a data transformation module that converts the 3D geometric representation of the BIM model into manageable formats for Unity integration.

Integrated COGITO system v3

Final version of the end-to-end ICT System Integration – ICT System Integration’s update based on lessons learned from the COGITO ICT system pre-validation.

Digital Twin Platform v2

Final version of the Digital Twin Platform – based on the first version of D7.5, the final version of the COGITO architecture and the Digital Twin Platform Design updates that emerge, a final prototype deployment is performed.

IoT Data Pre-processing Module v1

Design, development, and delivery of the first version of the IoT Data Pre-processing Module – an IoT solution, capable to capture construction management site as-is data needs, is proposed based on a survey on sensorial devices and relevant communication protocols; a literature review on advanced data cleansing techniques that achieve a balanced trade of between accuracy and complexity and focus on the detection and removal of potential errors and inconsistencies in the raw datasets is performed.

Data Transformation for 3D BIM Rendering v2

Final version of the Data Transformation for 3D BIM Rendering Tool – Based on the first version of D7.3, the final version of the COGITO architecture and taking into account updates of the Digital Twin Platform design that emerge, the Data Transformation for 3D BIM Rendering Tool is updated to deliver its final version.

Innovative Scan-vs-BIM -based Geometric QC component v2

Final version of the Scan-vs-BIM Geometric QC component – based on the first version of D5.1, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Scan-vs-BIM Geometric QC component is updated to form its final version.

Adaptive Processes/Workflow Modelling and Simulation-based Optimization Module v2

Final version the Adaptive Processes/Workflow Modelling and Simulation-based Optimization Module – Based on the first version of D6.2, the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the Adaptive Processes/Workflow Modelling and Simulation-based Optimization Module is updated to deliver its final version.

Visual Data Pre-processing Module v1

Intermediate version of the Visual Data Pre-processing Module – design, development and delivery of a module that performs (a) input filtering, where inputs are smoothed, denoised and enhanced, utilizing multimodality and cross-channel input correlation where applicable, and (b) cross-channel registration of visual inputs and registration of visuals with structural and geometric data; a survey on necessary hardware equipment (e.g. scanners, cameras) required for the demonstration activities is also performed.

User interface and AR enabled In-situ QC Visualization v2

Final version of the User interface and AR enabled In-situ QC Visualization – based on the first version of D5.4, and taking into account the final version of the COGITO architecture and feedback received from the first end-to-end IFC system integration, the relevant software packages are updated to form their final version.

Workflow User Interface for Project Managers v1

Intermediate version of the Workflow User Interface for Project Managers a Workflow User Interface for Project Managers is delivered providing uptodate insight to the status of the construction process and visualization of the construction site in threedimensions at realtime using the latest information captured from the IoT platform and the visual means of COGITO providing him an overview of construction progress against the planned schedule

Integrated COGITO system v2

Second version of the end-to-end ICT System Integration – ICT System Integration update according to feedback received from the final versions of QA, H&S and workflow management components.

COGITO branding, website and social media channels

Design and deliver the COGITO branding website and social media channels

Data Management Plan

Report on the first version of COGITO Data Management Plan DMP including guidelines for maintaining the DMP during the project

Publications

WoTDT: an Extension of the WoT ThingDescription Ontology for Digital Twins inthe Construction Domain

Author(s): Raul Garcia
Published in: 2024
Publisher: LDAC2024

BIM-based Fall Hazard Ontology and Benchmark Model for Comparison of Automated Prevention through Design Approaches in Construction Safety

Author(s): Johansen, K.W., Schultz, C., Teizer, J.
Published in: EG-ICE, 2022
Publisher: 29th European Group for Intelligent Computing in Engineering Conference (EG-ICE)
DOI: 10.7146/aul.455

Quantifying the Confidence in ModelsOutputted by Scan-To-BIM Processes

Author(s): Shirin Malihi Frederic Bosche Martin Bueno Esposito
Published in: 2023
Publisher: Firenze University Press
DOI: 10.36253/979-12-215-0289-3.113

An extension of Thing Descriptions from the Web of Things for Digital Twins

Author(s): Salvador González-Gerpe; Andrea Cimmino; Socorro Bernardos; Raúl García-Castro; María Poveda-Villalón; Kyriakos Katsigarakis; Georgios N. Lilis; Dimitrios Rovas
Published in: Open Research Europe, Issue 4, 2022
Publisher: Open Research
DOI: 10.12688/openreseurope.15280.1

Enhancing the realism of virtualconstruction safety training: Integrationof real-time location systems for real-world hazard simulations.

Author(s): Kilian Speiser, Kepeng Hong, Jochen Teizer
Published in: 2023
Publisher: FiRENZE University Press
DOI: 10.36253/979-12-215-0289-3.15

A graph-based approach to minimizeredundant spatial computations forautomated construction safety preventionthrough design and planning

Author(s): K. W. Johansen, C. Schultz, J. Teizer
Published in: 2023
Publisher: Asce Library
DOI: 10.1061/9780784485248.090

Report of TWG Digital Twins: Landscape of Digital Twins

Author(s): Antonio Kung Claude Baudoin Karim Tobich
Published in: 2022
Publisher: EUOS
DOI: 10.5281/zenodo.6556917

Trajectory Prediction: A Review of Methods and Challenges in Construction Safety

Author(s): Chronopoulos, C., Teizer, J., Esterle, L
Published in: EG-ICE, 2022
Publisher: 29th European Group for Intelligent Computing in Engineering Conference (EG-ICE)

Learning Factory for Construction to provide future engineering skills beyond technical education and training.

Author(s): Teizer, J., Chronopoulos, C.
Published in: Construction Research Congress, 2022
Publisher: ASCE Library
DOI: 10.1061/9780784483985.023

Semi-Automated Visual Quality Control Inspection During Construction or Renovation of Railways Using Deep Learning Techniques and Augmented Reality Visualization

Author(s): Apostolia Gounaridou Evangelia Pantraki Vasileios Dimitriadis Athanasios Tsakiris Dimosthenis Ioannidis Dimitrios Tzovaras
Published in: 2023
Publisher: FIRENZE University Press
DOI: 10.36253/979-12-215-0289-3.86

Investigating hazard recognition in augmented virtuality for personalized feedback in construction safety education and training.

Author(s): Wolf., M., Teizer, J., Wolf, B., Bükrü, S., Solberg, A
Published in: Advanced Engineering Informatics, Issue 20, 2022
Publisher: Science Direct
DOI: 10.1016/j.aei.2021.101469

A Critical Review on Methods for the Assessment of Trainees’ Performance in Virtual Reality-based Construction Safety Training

Author(s): Harichandran, A., Teizer, J.
Published in: EG-ICE, 2022
Publisher: 29th European Group for Intelligent Computing in Engineering Conference (EG-ICE)

The Concept of Digital Twin for Construction Safety

Author(s): Teizer, J., Johansen, K.W., Schultz, C
Published in: Construction Research Congress, 2022
Publisher: ASCE Library
DOI: 10.1061/9780784483961.121

Automated performance assessment of prevention through design and planning (PtD/P) strategies in construction

Author(s): Johansen, K.W.; Schultz, C.; Teizer, J.
Published in: Johansen , K W , Schultz , C & Teizer , J 2024 , ' Automated performance assessment of prevention through design and planning (PtD/P) strategies in construction ' , Automation in Construction , vol. 157 , 105159 . https://doi.org/10.1016/j.autcon.2023.105159, Issue 26, 2024
Publisher: Science Direct
DOI: 10.1016/j.autcon.2023.105159

Ontologies in digital twin: Methodology, lessons learned and practical approach

Author(s): Agnieszka Mikołajczyk; Raúl García-Castro; Rahul Tomar; Rehan Khan; Wojciech Teclaw; Bruno Fies; Jonas Schlenger
Published in: Crossref, Issue 32, 2023
Publisher: Open Research Europe
DOI: 10.12688/openreseurope.15271.1

An Efficient Approach for Generating Training Environments in Virtual Reality Using a Digital Twin for Construction Safety

Author(s): Speiser, Kilian; Teizer, Jochen
Published in: Speiser , K & Teizer , J 2023 , An Efficient Approach for Generating Training Environments in Virtual Reality Using a Digital Twin for Construction Safety . in E Fidelis , F Sherratt & A Soeiro (eds) , Proceedings of the CIBW099W123 : Digital Transformation of Health and Safety in Construction . pp. 481-490 , CIB W099 & W123 Annual International Conference , Porto , Portugal , 21/06/2023 . < https, Issue 14, 2023
Publisher: DTU Orbit
DOI: 10.24840/978-972-752-309-2

High-order second-level space boundary surface calculation for building energy performance simulation models

Author(s): G.N. Lilis, K. Katsigarakis, D. Rovas
Published in: 2022
Publisher: ECPPM
DOI: 10.1201/9781003354222-38

Towards a UML-based notation for OWLontologies

Author(s): María Poveda-Villalón1,∗ , Serge Chávez-Feria1 , Sergio Carulli-Pérez1 and Raúl García-Castro1
Published in: 2023
Publisher: CEUR-WS

Automated spatiotemporal identificationand dissemination of work crews’exposure to struck-by hazards

Author(s): Karsten W. Johansen, Carl Schultz and Jochen Teizer
Published in: 2023
Publisher: CIBW099W12321
DOI: 10.24840/978-972-752-309-1

A data-driven method for hazard zoneidentification in construction sites withwearable sensors

Author(s): Hong, Kepeng; Teizer, Jochen
Published in: 2023
Publisher: CIBW099W123

Building Information Model Pre-Processing for Automated GeometricQuality Control

Author(s): M. Bueno and F. Bosché
Published in: ISAARC, 2022
Publisher: 39 ℎ International Symposium on Automation and Robotics in Construction (ISARC 2022)

An Ontology-Based Data Model to CreateVirtual Training Environments forConstruction Safety Using BIM and DigitalTwins

Author(s): Kilian Speiser*, Jochen Teizer
Published in: 2023
Publisher: DTU

A novel deep learning approach using blurring image techniques for Bluetooth-based indoor localisation

Author(s): Reewos Talla-Chumpitaz b 1, Manuel Castillo-Cara a 1, Luis Orozco-Barbosa c, Raúl García-Castro a
Published in: Information Fusion, 2023, ISSN 1872-6305
Publisher: Science Direct
DOI: 10.1016/j.inffus.2022.10.011

Towards a unifying domain model of construction safety, health, and well-being: SafeConDM

Author(s): Li, B., Schultz, C., Teizer, J., Golovina, O., Melzner, J
Published in: Advanced Engineering Informatics, Issue 51, 101487, 2022, ISSN 1474-0346
Publisher: Pergamon Press Ltd.

Pre-processing and analysis of building information models for automated geometric quality control

Author(s): Martín Bueno, Frédéric Bosché
Published in: Automation in Construction, 2024, ISSN 1872-7891
Publisher: Science Direct
DOI: 10.1016/j.autcon.2024.105557

Hazard ontology and 4D benchmarkmodel for facilitation of automatedconstruction safety requirement analysisactivities

Author(s): Karsten W. Johansen, Carl Schultz, Jochen Teizer
Published in: Computer-Aided Civil and Infrastructure Engineering, 2023, ISSN 1093-9687
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/mice.12988

A Digital Twin Platform Generating KnowledgeGraphs for Construction Projects

Author(s): Kyriakos Katsigarakis1 , Georgios N. Lilis1 , Dimitrios Rovas1 , Salvador González-Gerpe2 , Socorro Bernardos2 , Andrea Cimmino2 , María Poveda-Villalón2 and Raúl García-Castro2
Published in: 2022
Publisher: CEUR-WS

Ontologies and Digital Building Twins (BIMprove contribution to the SPHERE whitepaper)

Author(s): Mads H. Rasmussen; Seppo Törma; Mark Thomas; Michel Böhms; Gabor Sziebig; Angel Font; Eduard Loscos; Pablo Vicente-Legazpi; Peter Imbrechts; Pieter Pauwels; María Poveda-Villalón; Sanju Tiwari; Raúl García-Castro; Pierre Bourreau; Bruno Fies; Jonas Sschlenger; Bruno Daniotti
Published in: ZENODO, Issue 33, 2022
Publisher: BDTA
DOI: 10.5281/zenodo.7342436

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