Livrables
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 v1Intermediate 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
COGITO Data Model & Ontology Definition and Interoperability Design v2Intermediate 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 v3Third version of the Dissemination and Communication Plan (DCP) and report of dissemination and communication activities undertaken.
Survey of Existing Models & Ontologies & Associated Standardization EffortsSurvey 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 v1Intermediate 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.
COGITO Data Model & Ontology Definition and Interoperability Design v3Final 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.
Proactive Real-time Risk Monitoring and Detection Methods v1Intermediate 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 dissemination and communication plan and associated material v2Second version of the Dissemination and Communication Plan DCP and report of dissemination and communication activities undertaken
Proactive Real-time Risk Monitoring and Detection Methods v2Final 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 systemCollecting 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 COGITO standardization outcomes promotion effortsReport 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 v2Final 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 v1First 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 v2Documentation of the COGITO stakeholders’ engagement & training activities due M24.
COGITO Data Model & Ontology Definition and Interoperability Design v1Evaluation 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 v2Final 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 v2Final 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 v1Design 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 v1Documentation of the COGITO stakeholders engagement training activities due M12
Analysis of digital tools market and prevailing regulatory frameworksAnalysis 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 v2Second version of the COGITO Living Lab Activities Evaluation Report – Documentation of Living Lab Activities due M24.
Digital Twin Platform Design & Specification v1Intermediate 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
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 v1Intermediate 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 v2Final 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 v1Intermediate 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 v2Final 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.
Blockchain & Smart Contracts on the Workflow Modelling and Management v1Design 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 v1Intermediate 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 v1Intermediate 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 v2Final 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 v2Final 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 v2Final 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 v2Final 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.
Extraction, Transformation & Loading Tools and Model Checking v1Intermediate 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 v1First 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 v2Final 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 v1Intermediate 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 v2Final version of the Visual Data Pre-processing Module – the module is updated based on feedback received by experimentation and testing.
Deep-Learning -based Visual QC component v1Intermediate 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.
Preventive Health & Safety Application v1Intermediate 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 v1Intermediate 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 v1Intermediate 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 v1Intermediate 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.
Digital Twin Platform v2Final 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 v1Design, 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 v2Final 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 v2Final 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 v2Final 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 v1Intermediate 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 v2Final 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 v1Intermediate 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
Design and deliver the COGITO branding website and social media channels
Report on the first version of COGITO Data Management Plan DMP including guidelines for maintaining the DMP during the project
Publications
Auteurs:
Johansen, K.W., Schultz, C., Teizer, J.
Publié dans:
EG-ICE, 2022
Éditeur:
29th European Group for Intelligent Computing in Engineering Conference (EG-ICE)
DOI:
10.7146/aul.455
Auteurs:
Chronopoulos, C., Teizer, J., Esterle, L
Publié dans:
EG-ICE, 2022
Éditeur:
29th European Group for Intelligent Computing in Engineering Conference (EG-ICE)
Auteurs:
Teizer, J., Chronopoulos, C.
Publié dans:
Construction Research Congress, 2022
Éditeur:
ASCE Library
DOI:
10.1061/9780784483985.023
Auteurs:
Harichandran, A., Teizer, J.
Publié dans:
EG-ICE, 2022
Éditeur:
29th European Group for Intelligent Computing in Engineering Conference (EG-ICE)
Auteurs:
Teizer, J., Johansen, K.W., Schultz, C
Publié dans:
Construction Research Congress, 2022
Éditeur:
ASCE Library
DOI:
10.1061/9780784483961.121
Auteurs:
M. Bueno and F. Bosché
Publié dans:
ISAARC, 2022
Éditeur:
39 ℎ International Symposium on Automation and Robotics in Construction (ISARC 2022)
Auteurs:
Frederic Bosche
Publié dans:
CIRIA Member Showcase, Numéro 08.21, 2021
Éditeur:
CIRIA Member Showcase
Auteurs:
Katerina Valalaki
Publié dans:
BuildUp, Numéro 27.08.2021, 2021
Éditeur:
BuildUp
Auteurs:
ECTP
Publié dans:
ECTP Portal, Numéro 1.11.2020, 2020
Éditeur:
ECTP Portal
Auteurs:
Agnieszka Mikolajczyk
Publié dans:
ECTP Portal, Numéro 31.03.2021, 2021
Éditeur:
ECTP Portal
Auteurs:
Agnieszka Mikolajczyk
Publié dans:
BuildUp, Numéro 13.04.2021, 2021
Éditeur:
BuildUp
Auteurs:
Agnieszka Mikolajczyk
Publié dans:
BuilUp, Numéro 12.04.2021, 2021
Éditeur:
BuilUp
Auteurs:
Li, B., Schultz, C., Teizer, J., Golovina, O., Melzner, J
Publié dans:
Advanced Engineering Informatics, Numéro 51, 101487, 2022, ISSN 1474-0346
Éditeur:
Pergamon Press Ltd.
Auteurs:
Wolf., M., Teizer, J., Wolf, B., Bükrü, S., Solberg, A
Publié dans:
Advanced Engineering Informatics, Numéro 51, 101469, 2022, ISSN 1474-0346
Éditeur:
Pergamon Press Ltd.
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