Using RDF vocabularies to semantically enrich legacy Industry Foundation Classes (IFC) models. Case study Port of Rotterdam. Presentation at ECPPM 2014
The document discusses BIM and GIS interoperability. It outlines the goals of integrating BIM and GIS data to analyze, inform, plan, simulate, coordinate, decide, manage, maintain and protect land, regions, landscapes, neighborhoods, streets, buildings and building components from the past, present and future. Challenges to interoperability between BIM (IFC) and GIS (CityGML) standards are discussed. Current initiatives in the Netherlands and abroad working on integrating BIM and GIS are summarized, including the 3DSDI project between TU/e, TU Delft and the Port of Rotterdam.
Presentació realitzada pel Prof. Dr. Thomas H. Kolbe, de l'Institut für Geodäsie, Geoinformatik und Landmanagement de la Universitat Tècnica de Munic, el dia 22/01/2015 a l'ICGC
This document discusses the differences and similarities between CityGML and BIM (Building Information Modeling) standards. Both use 3D primitives to represent building components but CityGML focuses on observable surfaces while BIM uses solid geometry. It describes an attempt called GEOBIM ADE to extend CityGML to include more BIM-level detail. However, the prototype had issues with geometry and file sizes and was not widely adopted. Current research still focuses more on geometry and visualization rather than practical applications.
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...Pieter Pauwels
Presentation held at the CAA Netherlands-Flanders chapter meeting 2015 in Amsterdam - Computer Applications & Quantitative Methods in Archaeology.
More information: http://www.caanlfl.nl/
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"Pieter Pauwels
Keynote presentation for the 32nd CIB W78 conference in Eindhoven (2015): "The Web of Construction Data:Pathways and Opportunities". With many thanks to the researchers who are referenced throughout the presentation.
http://cib-w78-2015.bwk.tue.nl/
Semantic 3D City Models are the basis of a new generation of virtual reality. The most relevant objects within a city including manmade and natural objects are mapped to objects within a semantic 3D city model. These objects are classified, further substructured (e.g. a building is decomposed into roof and wall parts etc.), attributed, and have spatial and semantic relations to other objects. The international standard CityGML issued by the Open Geospatial Consortium provides a common vocabulary and definitions for describing and managing urban entities which enables interoperability over the many different cities all over the world.
This presentation shows how CityGML based semantic 3D city models are used to link data from diverse application fields like energy planning, disaster management, and environmental analyses on a stable ground. Special focus is on the support of strategic energy planning, demonstrated for the research project "Energy Atlas Berlin" that was funded by the "Climate KIC" of the European Institute for Innovation and Technology (EIT). We show the city-wide estimation of the energy demands of buildings including heating, electricity and warm water energy in the city of Berlin using available official geobase and statistical data integrated within the Energy Atlas Berlin.
The tools have been mostly developed at the chair of Geoinformatics at Technische Universität München (TUM). They are now being further developed in follow-up projects and applied with housing companies, energy suppliers, and urban retrofitting initiatives. For further information see the references on the last two slides.
The document discusses smart city modeling and presents a framework for general indicator modeling. It proposes modeling indicators separately from geospatial data using a general indicator model. This separates indicator application models defined by domain experts from underlying geospatial models. It advocates linking indicator and geospatial models through a weaving model to enable automatic derivation of indicator values from city object attributes and computations. The framework represents indicators and their relationships using formal models to support indicator-based evaluation and decision making for smart city planning and management.
The document discusses BIM and GIS interoperability. It outlines the goals of integrating BIM and GIS data to analyze, inform, plan, simulate, coordinate, decide, manage, maintain and protect land, regions, landscapes, neighborhoods, streets, buildings and building components from the past, present and future. Challenges to interoperability between BIM (IFC) and GIS (CityGML) standards are discussed. Current initiatives in the Netherlands and abroad working on integrating BIM and GIS are summarized, including the 3DSDI project between TU/e, TU Delft and the Port of Rotterdam.
Presentació realitzada pel Prof. Dr. Thomas H. Kolbe, de l'Institut für Geodäsie, Geoinformatik und Landmanagement de la Universitat Tècnica de Munic, el dia 22/01/2015 a l'ICGC
This document discusses the differences and similarities between CityGML and BIM (Building Information Modeling) standards. Both use 3D primitives to represent building components but CityGML focuses on observable surfaces while BIM uses solid geometry. It describes an attempt called GEOBIM ADE to extend CityGML to include more BIM-level detail. However, the prototype had issues with geometry and file sizes and was not widely adopted. Current research still focuses more on geometry and visualization rather than practical applications.
CAA NLFL 2015 - Semantics in the documentation of architectural heritage: BIM...Pieter Pauwels
Presentation held at the CAA Netherlands-Flanders chapter meeting 2015 in Amsterdam - Computer Applications & Quantitative Methods in Archaeology.
More information: http://www.caanlfl.nl/
CIB W78 2015 - Keynote "The Web of Construction Data:Pathways and Opportunities"Pieter Pauwels
Keynote presentation for the 32nd CIB W78 conference in Eindhoven (2015): "The Web of Construction Data:Pathways and Opportunities". With many thanks to the researchers who are referenced throughout the presentation.
http://cib-w78-2015.bwk.tue.nl/
Semantic 3D City Models are the basis of a new generation of virtual reality. The most relevant objects within a city including manmade and natural objects are mapped to objects within a semantic 3D city model. These objects are classified, further substructured (e.g. a building is decomposed into roof and wall parts etc.), attributed, and have spatial and semantic relations to other objects. The international standard CityGML issued by the Open Geospatial Consortium provides a common vocabulary and definitions for describing and managing urban entities which enables interoperability over the many different cities all over the world.
This presentation shows how CityGML based semantic 3D city models are used to link data from diverse application fields like energy planning, disaster management, and environmental analyses on a stable ground. Special focus is on the support of strategic energy planning, demonstrated for the research project "Energy Atlas Berlin" that was funded by the "Climate KIC" of the European Institute for Innovation and Technology (EIT). We show the city-wide estimation of the energy demands of buildings including heating, electricity and warm water energy in the city of Berlin using available official geobase and statistical data integrated within the Energy Atlas Berlin.
The tools have been mostly developed at the chair of Geoinformatics at Technische Universität München (TUM). They are now being further developed in follow-up projects and applied with housing companies, energy suppliers, and urban retrofitting initiatives. For further information see the references on the last two slides.
The document discusses smart city modeling and presents a framework for general indicator modeling. It proposes modeling indicators separately from geospatial data using a general indicator model. This separates indicator application models defined by domain experts from underlying geospatial models. It advocates linking indicator and geospatial models through a weaving model to enable automatic derivation of indicator values from city object attributes and computations. The framework represents indicators and their relationships using formal models to support indicator-based evaluation and decision making for smart city planning and management.
This document discusses the future of building information modeling (BIM) and the need to move beyond centralized BIM platforms and models. It argues that true integration will not come from getting all stakeholders onto a single "island" or platform, but rather from connecting specialized tools and data sources in a decentralized manner. The future of BIM lies in niche applications that can share data and interoperate to complete tasks, without requiring dependence on a single centralized system. This approach takes advantage of the fragmented nature of the industry and allows features from different sources to be combined.
BIMtable - The BIM universe on the building site (November 2018)gilbert.peffer
The document discusses the potential for BIM (Building Information Modeling) to transform construction processes at building sites. It introduces BIMtable, a proposed digital hub designed to bring BIM capabilities into the field. BIMtable would allow on-site access to BIM models, documents, and tools via a large touchscreen computer. This could streamline processes like inspection, progress tracking, training and improve information sharing across the construction team. The document outlines various ways BIMtable might be used and its technical specifications, with the goal of helping the on-site construction process become as digitally integrated as design phases.
Infrastructure Innovations in the Rail Industry #COMIT2017Comit Projects Ltd
Presentation by Malcolm Taylor of Crossrail at the 2017 COMIT Annual Conference 'Mobilising Digital Assets', to be held at The Building Centre in London on Wednesday 24th and Thursday 25th of May 2017.
More information: http://www.comit.org.uk/live-blog-comit2017
Virtual Reality Influence Business Decision Making #COMIT2017Comit Projects Ltd
Presentation by Max Mallia-Parfitt (FULCRO Applied Technologies) at the 2017 COMIT Annual Conference 'Mobilising Digital Assets', to be held at The Building Centre in London on Wednesday 24th and Thursday 25th of May 2017.
More information: http://www.comit.org.uk/live-blog-comit2017
Digital construction for integrated project deliveryStephen Au
The industrial challenges and the value proposition, how and what are the Digital Construction with some case studies are discussed in the presentation.
Work in progress on the Open Source BIMserver Léon Berlo
BIMserver.org provides an open-source platform to enable collaboration in the architecture, engineering, and construction industry. It features a flexible core that supports various protocols and can be extended through plugins. The platform aims to help all actors in the industry collaborate more efficiently through an innovative, reliable, and responsible solution. Current work involves improving merging and federation capabilities while additional data and "satellite" servers extend the platform's functionality. BIMserver.org welcomes contributions to help address challenges and further enhance the open-source software.
Introduction to the BIM Conference LuxembourgSylvain Kubicki
The document provides an overview of a conference on Building Information Modeling (BIM). It introduces the CRP Henri Tudor research institution and its construction program, the NeoBuild innovation cluster for sustainable construction, and provides details on BIM including its benefits for collaboration in the construction sector. The conference program aims to inform practitioners in Luxembourg and the greater region about the latest developments with BIM through presentations from experts across Europe addressing both technical and business aspects of BIM implementation.
The Building Information Modeling (BIM) is a technology that is rapidly gaining popularity in the world of of Architecture Engineering and Construction. This presentation shows a complete history of the BIM and highlights its applications during Building Life Cycle and finally provides its advantages and limitations.
The document discusses 3D city models (3DCM), which are digital representations of urban areas like cities and buildings. 3DCM have various applications in fields like urban planning and engineering. The document reviews literature on 3DCM projects, including cases modeling the cities of Hamburg, Germany and Fez, Morocco. It also describes two case studies modeling the cities of Vadaj, India and parts of Mumbai, India using software like ArcGIS. The 3DCM allow for better visualization and analysis of spatial properties, land use, and infrastructure to inform decision making.
20181012 Collaborative Design and Engineering with IFCLéon Berlo
Collaborative Design and Engineering discusses the history and current practice of BIM collaboration and possible future directions. It notes that currently there is a split between policymakers who see BIM as a goal and practitioners who see it as a tool. The document advocates that mandating standards often lags practice and that collaboration is best achieved by focusing on stakeholders' actual needs rather than imposing top-down requirements. It provides examples of large successful collaborative BIM projects in the Netherlands that worked without formal standards by prioritizing data sharing through open standards.
The document discusses BIMserver.org, an open source software that allows multiple users to collaborate on building information models (BIM) by hosting the model in a central location. Key features of BIMserver.org include version control, change management, clash detection, querying models, and supporting open standards like IFC. It is developed by an international community to improve collaboration and use of BIM across the architecture, engineering, and construction industries.
Architectural Information Modelling for virtual heritage applicationPieter Pauwels
The document proposes adopting an Architectural Information Modelling (AIM) approach to improve documentation and archiving of digital heritage information. AIM would extend the existing Building Information Modelling (BIM) approach to include more historical and theoretical information. A case study of an historic building in Ghent demonstrated current information is spread across sources. An AIM model could consolidate this information through an ontology and semantic data model to create an integrated heritage memory for calculation, visualization and archiving. Future work is needed to further develop an AIM ontology and demonstrate the approach.
Innovatie estafette DEMO Consultants - TNO- Gemeente Rotterdam - 2013DEMOConsultants
Presentation Innovation Estafette 2013 about Urban Infra Strategy, Smart Cities, BIM and GIS for low-disturbance urban infrastructure projects and the research results of EU project PANTURA.
By DEMO Consultants, TNO and City of Rotterdam
ECPPM 2018 (Copenhagen) congress:
"Collaborative platform based on standard services for the semi-automated generation of the 3D city model on the cloud"
Digital transformation in the construction industryJulien Gaidot
To cope with global urbanization, we need to build faster, cheaper and with a high quality. However, construction is one of the least digitized sector of the economy.
Infographic: Autodesk's Commitment to InteroperabilityAutodesk AEC
Autodesk was founded in 1982 and introduced AutoCAD, the first drafting software for PCs. Since then, Autodesk has been a leader in open standards by developing file formats like DXF in 1988 and supporting standards such as IFC and COBie. Autodesk acquired Revit in 2002 and has continued integrating open standards into its software, making file exchange formats accessible for interoperability in the architecture, engineering and construction industries.
Challenges in the adoption of bim in europeŽiga Turk
6th International BIM Technical Symposium on the Application of Digital Constructionin Real Estate, Design and Construction & International Forum on BIM DevelopmentShanghai, China, Sept 24-26, 2019
CIOB in Doha, Qatar - Introduction to 4D and 5D Modeling | 18th March 2014HOCHTIEF ViCon
Title: Introduction to 4D and 5D Modeling
Author: Gunnar Godawa, HOCHTIEF ViCon Qatar
Agenda:
1. Introduction to BIM
2. Fundamentals and Benefits of 4D and 5D
3. Selection of Project experiences
This document discusses how bots can automate tasks in building information modeling (BIM) by taking advantage of open web APIs and data. It argues that individual bots providing niche applications can create a new market that is not dependent on any single platform. Bots could perform automated tasks by subscribing to events in the BIM data and being triggered when those events occur. Examples of potential BIM bots include clash detection bots, cost estimation bots, supplier bots, validation checkers, and more. The document advocates shifting away from separate "islands" of collaboration towards this more open ecosystem of interoperable bots.
UGent Research Projects on Linked Data in Architecture and ConstructionPieter Pauwels
This presentation discusses using semantic web technologies and linked data for compliance checking in architecture and construction projects. It describes using rules expressed in N3 logic to check if building designs comply with regulations. The rules are applied using the EYE reasoning engine and Stardog reasoner to infer new facts and properties in RDF graphs describing the building designs. Examples of checking Korean building authority regulations on stair and exit distances are provided. The approach allows serializing and sharing compliance check rules and building designs as RDF graphs to enable automated checking of designs against regulations.
This document summarizes network softwarization trends, challenges, and research efforts. It discusses how telecommunications companies are shifting their focus from hardware-centric to software-centric networks. This allows for more flexible and agile networks through technologies like Network Functions Virtualization (NFV) and Software-Defined Networking (SDN). NFV aims to virtualize network functions on commodity hardware, while SDN separates the control and data planes for increased programmability. The document outlines trends driving these changes, challenges faced by network operators, and several ongoing research projects exploring NFV, SDN, and their synergies to realize the benefits of software-defined networks.
This document discusses the future of building information modeling (BIM) and the need to move beyond centralized BIM platforms and models. It argues that true integration will not come from getting all stakeholders onto a single "island" or platform, but rather from connecting specialized tools and data sources in a decentralized manner. The future of BIM lies in niche applications that can share data and interoperate to complete tasks, without requiring dependence on a single centralized system. This approach takes advantage of the fragmented nature of the industry and allows features from different sources to be combined.
BIMtable - The BIM universe on the building site (November 2018)gilbert.peffer
The document discusses the potential for BIM (Building Information Modeling) to transform construction processes at building sites. It introduces BIMtable, a proposed digital hub designed to bring BIM capabilities into the field. BIMtable would allow on-site access to BIM models, documents, and tools via a large touchscreen computer. This could streamline processes like inspection, progress tracking, training and improve information sharing across the construction team. The document outlines various ways BIMtable might be used and its technical specifications, with the goal of helping the on-site construction process become as digitally integrated as design phases.
Infrastructure Innovations in the Rail Industry #COMIT2017Comit Projects Ltd
Presentation by Malcolm Taylor of Crossrail at the 2017 COMIT Annual Conference 'Mobilising Digital Assets', to be held at The Building Centre in London on Wednesday 24th and Thursday 25th of May 2017.
More information: http://www.comit.org.uk/live-blog-comit2017
Virtual Reality Influence Business Decision Making #COMIT2017Comit Projects Ltd
Presentation by Max Mallia-Parfitt (FULCRO Applied Technologies) at the 2017 COMIT Annual Conference 'Mobilising Digital Assets', to be held at The Building Centre in London on Wednesday 24th and Thursday 25th of May 2017.
More information: http://www.comit.org.uk/live-blog-comit2017
Digital construction for integrated project deliveryStephen Au
The industrial challenges and the value proposition, how and what are the Digital Construction with some case studies are discussed in the presentation.
Work in progress on the Open Source BIMserver Léon Berlo
BIMserver.org provides an open-source platform to enable collaboration in the architecture, engineering, and construction industry. It features a flexible core that supports various protocols and can be extended through plugins. The platform aims to help all actors in the industry collaborate more efficiently through an innovative, reliable, and responsible solution. Current work involves improving merging and federation capabilities while additional data and "satellite" servers extend the platform's functionality. BIMserver.org welcomes contributions to help address challenges and further enhance the open-source software.
Introduction to the BIM Conference LuxembourgSylvain Kubicki
The document provides an overview of a conference on Building Information Modeling (BIM). It introduces the CRP Henri Tudor research institution and its construction program, the NeoBuild innovation cluster for sustainable construction, and provides details on BIM including its benefits for collaboration in the construction sector. The conference program aims to inform practitioners in Luxembourg and the greater region about the latest developments with BIM through presentations from experts across Europe addressing both technical and business aspects of BIM implementation.
The Building Information Modeling (BIM) is a technology that is rapidly gaining popularity in the world of of Architecture Engineering and Construction. This presentation shows a complete history of the BIM and highlights its applications during Building Life Cycle and finally provides its advantages and limitations.
The document discusses 3D city models (3DCM), which are digital representations of urban areas like cities and buildings. 3DCM have various applications in fields like urban planning and engineering. The document reviews literature on 3DCM projects, including cases modeling the cities of Hamburg, Germany and Fez, Morocco. It also describes two case studies modeling the cities of Vadaj, India and parts of Mumbai, India using software like ArcGIS. The 3DCM allow for better visualization and analysis of spatial properties, land use, and infrastructure to inform decision making.
20181012 Collaborative Design and Engineering with IFCLéon Berlo
Collaborative Design and Engineering discusses the history and current practice of BIM collaboration and possible future directions. It notes that currently there is a split between policymakers who see BIM as a goal and practitioners who see it as a tool. The document advocates that mandating standards often lags practice and that collaboration is best achieved by focusing on stakeholders' actual needs rather than imposing top-down requirements. It provides examples of large successful collaborative BIM projects in the Netherlands that worked without formal standards by prioritizing data sharing through open standards.
The document discusses BIMserver.org, an open source software that allows multiple users to collaborate on building information models (BIM) by hosting the model in a central location. Key features of BIMserver.org include version control, change management, clash detection, querying models, and supporting open standards like IFC. It is developed by an international community to improve collaboration and use of BIM across the architecture, engineering, and construction industries.
Architectural Information Modelling for virtual heritage applicationPieter Pauwels
The document proposes adopting an Architectural Information Modelling (AIM) approach to improve documentation and archiving of digital heritage information. AIM would extend the existing Building Information Modelling (BIM) approach to include more historical and theoretical information. A case study of an historic building in Ghent demonstrated current information is spread across sources. An AIM model could consolidate this information through an ontology and semantic data model to create an integrated heritage memory for calculation, visualization and archiving. Future work is needed to further develop an AIM ontology and demonstrate the approach.
Innovatie estafette DEMO Consultants - TNO- Gemeente Rotterdam - 2013DEMOConsultants
Presentation Innovation Estafette 2013 about Urban Infra Strategy, Smart Cities, BIM and GIS for low-disturbance urban infrastructure projects and the research results of EU project PANTURA.
By DEMO Consultants, TNO and City of Rotterdam
ECPPM 2018 (Copenhagen) congress:
"Collaborative platform based on standard services for the semi-automated generation of the 3D city model on the cloud"
Digital transformation in the construction industryJulien Gaidot
To cope with global urbanization, we need to build faster, cheaper and with a high quality. However, construction is one of the least digitized sector of the economy.
Infographic: Autodesk's Commitment to InteroperabilityAutodesk AEC
Autodesk was founded in 1982 and introduced AutoCAD, the first drafting software for PCs. Since then, Autodesk has been a leader in open standards by developing file formats like DXF in 1988 and supporting standards such as IFC and COBie. Autodesk acquired Revit in 2002 and has continued integrating open standards into its software, making file exchange formats accessible for interoperability in the architecture, engineering and construction industries.
Challenges in the adoption of bim in europeŽiga Turk
6th International BIM Technical Symposium on the Application of Digital Constructionin Real Estate, Design and Construction & International Forum on BIM DevelopmentShanghai, China, Sept 24-26, 2019
CIOB in Doha, Qatar - Introduction to 4D and 5D Modeling | 18th March 2014HOCHTIEF ViCon
Title: Introduction to 4D and 5D Modeling
Author: Gunnar Godawa, HOCHTIEF ViCon Qatar
Agenda:
1. Introduction to BIM
2. Fundamentals and Benefits of 4D and 5D
3. Selection of Project experiences
This document discusses how bots can automate tasks in building information modeling (BIM) by taking advantage of open web APIs and data. It argues that individual bots providing niche applications can create a new market that is not dependent on any single platform. Bots could perform automated tasks by subscribing to events in the BIM data and being triggered when those events occur. Examples of potential BIM bots include clash detection bots, cost estimation bots, supplier bots, validation checkers, and more. The document advocates shifting away from separate "islands" of collaboration towards this more open ecosystem of interoperable bots.
UGent Research Projects on Linked Data in Architecture and ConstructionPieter Pauwels
This presentation discusses using semantic web technologies and linked data for compliance checking in architecture and construction projects. It describes using rules expressed in N3 logic to check if building designs comply with regulations. The rules are applied using the EYE reasoning engine and Stardog reasoner to infer new facts and properties in RDF graphs describing the building designs. Examples of checking Korean building authority regulations on stair and exit distances are provided. The approach allows serializing and sharing compliance check rules and building designs as RDF graphs to enable automated checking of designs against regulations.
This document summarizes network softwarization trends, challenges, and research efforts. It discusses how telecommunications companies are shifting their focus from hardware-centric to software-centric networks. This allows for more flexible and agile networks through technologies like Network Functions Virtualization (NFV) and Software-Defined Networking (SDN). NFV aims to virtualize network functions on commodity hardware, while SDN separates the control and data planes for increased programmability. The document outlines trends driving these changes, challenges faced by network operators, and several ongoing research projects exploring NFV, SDN, and their synergies to realize the benefits of software-defined networks.
On the relation between Model View Definitions (MVDs) and Linked Data technol...Ana Roxin
This white paper outlines the proposals from the Linked Data Working Group (LDWG) on how technologies and approaches that are common to the domains of Semantic Web, Linked Data, and the Web of Data (hereafter jointly called ‘Linked Data’) are related to Model View Definitions (MVDs). After a brief introduction of both the MVD concept (Section 1) and linked data technologies (Section 2), two main topics are discussed:
● Technical: handling MVDs with Linked Data technologies (Section 3)
● Industrial use cases: making most from the traditional MVD approach and Linked Data technologies (Section 4)
The purpose of this white paper is to discuss how Linked Data technologies and approaches could be effectively deployed to support industrial use cases that are typically related to the generation, use and maintenance of MVDs.
This document discusses various research topics related to proactive networking and edge computing. It begins with an outline of topics including edge caching, mobile edge computing (MEC), 5G vehicle-to-everything (V2X), virtual reality (VR), unmanned aerial vehicles (UAVs), and ultra-reliable low-latency communications (URLLC). It then discusses the need to move from reactive to proactive networking approaches to meet new requirements from applications like VR and industry 4.0. Key challenges discussed include time-varying content popularity, hierarchical caching, fog/edge computing with mobility, and ultra-reliable low-latency networking.
The document discusses two scenarios for implementing building information models within geographical information systems:
1. Real-time visualization of construction projects, which would export an abstracted building geometry model from IFC files to a GIS using a web service and store data transiently for visualization.
2. An emergency fire response software, which would import IFC files directly due to data needs, store building data persistently in a spatial database, and use advanced visualization tools beyond standard GIS capabilities.
Further research opportunities include technical implementations of 3D object representation in spatial databases and visualization of 3D buildings in GIS.
This document provides a summary of Christian Esteve Rothenberg, a professor researching network functions virtualization and software defined infrastructures. It outlines his professional experience which includes positions at University of Campinas and CPqD R&D Center in Telecommunication. It also lists his research interests such as SDN, NFV, ICN and various open source projects he has led like Mininet-WiFi and libfluid. The document discusses some of his research questions around NFV/SDN including VNF benchmarking and multi-domain orchestration.
BuildingSMART Standards Summit 2015 - JBeetz - Product Room - Use Cases for i...Pieter Pauwels
Presentation held by Jakob Beetz at the BuildingSMART Standards Summit 2015 in Singapore. The presentation was made in the Product Room and aimed at investigating and discussing the relation between the Linked Data Working Group (LDWG) and the buildingSMART Data Dictionary (bSDD) Working Group.
The world is the computer and the programmer is youDavide Carboni
This document discusses the past, present, and future of connecting physical objects to the internet and computing networks. It outlines the evolution of related technologies over time from the 1950s to present. It also describes two approaches to programming these connected systems - a top-down approach using tools like PySense, and a bottom-up approach using a model called Hyperpipe that is based on pi-calculus.
The document discusses grids and their potential use for data mining applications in Earth science. Some key points:
- Grids can connect distributed computing and data resources to enable large-scale applications and collaboration.
- The Grid Miner application was developed to mine satellite data on NASA's Information Power Grid as a demonstration.
- Grids could help couple satellite data archives to computational resources, allowing users to process large datasets.
- For this to be realized, data archives need to be connected to grids and tools developed to enable scientists to access and analyze data.
DEEP-Hybrid-DataCloud is a Horizon 2020 project that aims to promote intensive computing services for analyzing large datasets through a hybrid cloud approach. It received funding from the European Union to develop specialized computing infrastructure and integrate intensive computing services. The project involves 9 academic and 1 industrial partners across 6 European countries. It will define a "DEEP as a Service" solution and evolve existing INDIGO components to better support intensive computing workloads and specialized hardware.
The document discusses integrating building information models (BIM) with geographic information systems (GIS). It outlines several challenges with information exchange between different software used in construction and urban management. It then reviews potential approaches to integration including using standards like IFC and GML, mapping data to common data models, and different system architectures like using application programming interfaces (APIs), physical file exchange, or storing data in databases.
(R)evolution of the computing continuum - A few challengesFrederic Desprez
Initially proposed to interconnect computers worldwide, the Internet has significantly evolved to become in two decades a key element in almost all our activities. This (r)evolution mainly relies on the progress that has been achieved in computation and communication fields and that has led to the well-known and widely spread Cloud Computing paradigm.
With the emergence of the Internet of Things (IoT), stakeholders expect a new revolution that will push, once again, the limits of the Internet, in particular by favouring the convergence between physical and virtual worlds. This convergence is about to be made possible thanks to the development of minimalist sensors as well as complex industrial physical machines that can be connected to the Internet through edge computing infrastructures.
Among the obstacles to this new generation of Internet services is the development of a convenient and powerful framework that should allow operators, and devops, to manage the life-cycle of both the digital infrastructures and the applications deployed on top of these infrastructures, throughout the cloud to IoT continuum.
In this keynote, Frédéric Desprez and his colleague Adrien Lebre presented research issues and provide preliminary answers to identify whether the challenges brought by this new paradigm is an evolution or a revolution for our community.
1) The document describes a technique called Fractal Perspective for visualizing semantic network data through a nested, zoomable interface similar to maps.
2) It reviews related work in tree map and graph visualization approaches.
3) Fractal Perspective uses a "perspective projection" algorithm to lay out semantic graph nodes in a fractal, zoomable layout that aims to improve on node-link diagrams and other approaches.
Thesis Topics in Communication EngineeringPhD Direction
This document lists potential thesis topics in communication engineering. It identifies several recent and popular research areas, including context-aware networks, self-configuring mobile things, sustainable ICT systems, radio over fiber technology, green cloud RAN, molecular MIMO communication, D2D cellular data transmission, softwarized and virtualized networks, inter-vehicle message sharing, CR based small cell systems, and underwater and underground interaction. The document also discusses using deep reinforcement learning approaches for communications and networking, including for resource slicing, offloading schemes, and multiple access for heterogeneous wireless networks.
This document summarizes a presentation on machine learning and fluid network planes. It begins with an agenda and introduction to fluid network planes and instances. It then discusses the role of machine learning in fluid network planes, including applications such as optimization, virtual network embedding problems, run-time operations, and intent-based closed-loop automation. Recent research is presented on machine learning-based YouTube QoE estimation using real 4G/5G network traces to predict video quality and inform control actions. Results are shown comparing 4G and 5G networks in terms of radio parameters, stalling events, handovers, and video resolutions under different mobility conditions.
On SDN Research Topics - Christian Esteve RothenbergCPqD
This document summarizes Christian Esteve Rothenberg's research interests in software-defined networking topics. It outlines his background and experience in SDN and lists several areas of focus, including SDN in the WAN with a focus on software-defined IP routing. It also discusses high performance SDN stacks, building high availability into SDNs, and exploring the integration of optics and electronics with SDN programmable abstractions and datapaths. Rothenberg's research aims to advance these topics through ongoing work and collaborations.
The document presents a design flow for developing distributed sensor network applications. It models the application software independently of the hardware architecture to ensure separation of concerns. The design flow considers the constraints of sensor networks, such as limited resources and timing requirements. It facilitates application development through performance analysis and optimal mapping of application processes to sensor nodes. A case study is presented on an industrial multimedia sensor network application developed using this flow.
The document provides an overview of grid computing, including:
1) Grid computing involves sharing distributed computational resources over a network and providing single login access for users. Resources may be owned by different organizations.
2) Examples of current grids discussed include the NSF PACI/NCSA Alliance Grid, the NSF PACI/SDSC NPACI Grid, and the NASA Information Power Grid.
3) The document also discusses various grid middleware tools and projects for using grid resources, such as Globus, Condor, Legion, Harness, and the Internet Backplane Protocol.
This document provides an overview of the Web of Things (WoT) and Cloud of Things. It defines WoT and how it differs from IoT, describing WoT's focus on integrating physical objects and systems onto the web. It then discusses standardization efforts for WoT architecture and middleware platforms for different application domains. Finally, it briefly introduces the Cloud of Things and how business intelligence can analyze sensor data from the WoT and Cloud.
Understanding Inductive Bias in Machine LearningSUTEJAS
This presentation explores the concept of inductive bias in machine learning. It explains how algorithms come with built-in assumptions and preferences that guide the learning process. You'll learn about the different types of inductive bias and how they can impact the performance and generalizability of machine learning models.
The presentation also covers the positive and negative aspects of inductive bias, along with strategies for mitigating potential drawbacks. We'll explore examples of how bias manifests in algorithms like neural networks and decision trees.
By understanding inductive bias, you can gain valuable insights into how machine learning models work and make informed decisions when building and deploying them.
ACEP Magazine edition 4th launched on 05.06.2024Rahul
This document provides information about the third edition of the magazine "Sthapatya" published by the Association of Civil Engineers (Practicing) Aurangabad. It includes messages from current and past presidents of ACEP, memories and photos from past ACEP events, information on life time achievement awards given by ACEP, and a technical article on concrete maintenance, repairs and strengthening. The document highlights activities of ACEP and provides a technical educational article for members.
Embedded machine learning-based road conditions and driving behavior monitoringIJECEIAES
Car accident rates have increased in recent years, resulting in losses in human lives, properties, and other financial costs. An embedded machine learning-based system is developed to address this critical issue. The system can monitor road conditions, detect driving patterns, and identify aggressive driving behaviors. The system is based on neural networks trained on a comprehensive dataset of driving events, driving styles, and road conditions. The system effectively detects potential risks and helps mitigate the frequency and impact of accidents. The primary goal is to ensure the safety of drivers and vehicles. Collecting data involved gathering information on three key road events: normal street and normal drive, speed bumps, circular yellow speed bumps, and three aggressive driving actions: sudden start, sudden stop, and sudden entry. The gathered data is processed and analyzed using a machine learning system designed for limited power and memory devices. The developed system resulted in 91.9% accuracy, 93.6% precision, and 92% recall. The achieved inference time on an Arduino Nano 33 BLE Sense with a 32-bit CPU running at 64 MHz is 34 ms and requires 2.6 kB peak RAM and 139.9 kB program flash memory, making it suitable for resource-constrained embedded systems.
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapte...University of Maribor
Slides from talk presenting:
Aleš Zamuda: Presentation of IEEE Slovenia CIS (Computational Intelligence Society) Chapter and Networking.
Presentation at IcETRAN 2024 session:
"Inter-Society Networking Panel GRSS/MTT-S/CIS
Panel Session: Promoting Connection and Cooperation"
IEEE Slovenia GRSS
IEEE Serbia and Montenegro MTT-S
IEEE Slovenia CIS
11TH INTERNATIONAL CONFERENCE ON ELECTRICAL, ELECTRONIC AND COMPUTING ENGINEERING
3-6 June 2024, Niš, Serbia
Introduction- e - waste – definition - sources of e-waste– hazardous substances in e-waste - effects of e-waste on environment and human health- need for e-waste management– e-waste handling rules - waste minimization techniques for managing e-waste – recycling of e-waste - disposal treatment methods of e- waste – mechanism of extraction of precious metal from leaching solution-global Scenario of E-waste – E-waste in India- case studies.
International Conference on NLP, Artificial Intelligence, Machine Learning an...gerogepatton
International Conference on NLP, Artificial Intelligence, Machine Learning and Applications (NLAIM 2024) offers a premier global platform for exchanging insights and findings in the theory, methodology, and applications of NLP, Artificial Intelligence, Machine Learning, and their applications. The conference seeks substantial contributions across all key domains of NLP, Artificial Intelligence, Machine Learning, and their practical applications, aiming to foster both theoretical advancements and real-world implementations. With a focus on facilitating collaboration between researchers and practitioners from academia and industry, the conference serves as a nexus for sharing the latest developments in the field.
Redefining brain tumor segmentation: a cutting-edge convolutional neural netw...IJECEIAES
Medical image analysis has witnessed significant advancements with deep learning techniques. In the domain of brain tumor segmentation, the ability to
precisely delineate tumor boundaries from magnetic resonance imaging (MRI)
scans holds profound implications for diagnosis. This study presents an ensemble convolutional neural network (CNN) with transfer learning, integrating
the state-of-the-art Deeplabv3+ architecture with the ResNet18 backbone. The
model is rigorously trained and evaluated, exhibiting remarkable performance
metrics, including an impressive global accuracy of 99.286%, a high-class accuracy of 82.191%, a mean intersection over union (IoU) of 79.900%, a weighted
IoU of 98.620%, and a Boundary F1 (BF) score of 83.303%. Notably, a detailed comparative analysis with existing methods showcases the superiority of
our proposed model. These findings underscore the model’s competence in precise brain tumor localization, underscoring its potential to revolutionize medical
image analysis and enhance healthcare outcomes. This research paves the way
for future exploration and optimization of advanced CNN models in medical
imaging, emphasizing addressing false positives and resource efficiency.
Optimizing Gradle Builds - Gradle DPE Tour Berlin 2024Sinan KOZAK
Sinan from the Delivery Hero mobile infrastructure engineering team shares a deep dive into performance acceleration with Gradle build cache optimizations. Sinan shares their journey into solving complex build-cache problems that affect Gradle builds. By understanding the challenges and solutions found in our journey, we aim to demonstrate the possibilities for faster builds. The case study reveals how overlapping outputs and cache misconfigurations led to significant increases in build times, especially as the project scaled up with numerous modules using Paparazzi tests. The journey from diagnosing to defeating cache issues offers invaluable lessons on maintaining cache integrity without sacrificing functionality.
Electric vehicle and photovoltaic advanced roles in enhancing the financial p...IJECEIAES
Climate change's impact on the planet forced the United Nations and governments to promote green energies and electric transportation. The deployments of photovoltaic (PV) and electric vehicle (EV) systems gained stronger momentum due to their numerous advantages over fossil fuel types. The advantages go beyond sustainability to reach financial support and stability. The work in this paper introduces the hybrid system between PV and EV to support industrial and commercial plants. This paper covers the theoretical framework of the proposed hybrid system including the required equation to complete the cost analysis when PV and EV are present. In addition, the proposed design diagram which sets the priorities and requirements of the system is presented. The proposed approach allows setup to advance their power stability, especially during power outages. The presented information supports researchers and plant owners to complete the necessary analysis while promoting the deployment of clean energy. The result of a case study that represents a dairy milk farmer supports the theoretical works and highlights its advanced benefits to existing plants. The short return on investment of the proposed approach supports the paper's novelty approach for the sustainable electrical system. In addition, the proposed system allows for an isolated power setup without the need for a transmission line which enhances the safety of the electrical network
1. Interoperable data models for infrastructural artefacts –
an IFC extension method using RDF vocabularies exemplified with quay wall
structures for harbors
Jakob Beetz, Wouter Coebergh van den Braak, Robbin Botter
Eindhoven University of Technology
Sisi Zlatanova
Delft University of Technology
Ruben de Laat
Logic Labs
19. Exchange Requirements
(IDM)
Model View Definition
(schema level)
Implementation & Certification
in Domain Application
BIM Validation
Domain Model View
IFC Schema
High Level Specification
(concept units)
Model Filter on Schema level
Task-based Model View
Model Filter on Objector Level
Model Filter on Objector Level
According to MVD
According to MVD
(Central Repository Implementation )
Automated process in real project
IFC Instance
IDM-MVD process
20. 3DSDI phase 3:
Semantic enrichment of IFC with RDF
• Minimize implementation effort => better support for tools
• Improve flexibility => Quay walls today, off shore windparks tomorrow
• Using open standards => connecting and sharing with other (engineering)
domains
• Building on open technologies => plethora of mature (development) tools
25. Networked data sets:
The Semantic Web – technology stack
Proof
Logic
OWL
RDF+ RDF Schema
XML + XML-NS + XML Schema
Unicode URI
Digital Signature
Trust