The document discusses capabilities of the FME software for working with 3D geospatial data and CityGML models. It provides examples of workflows for converting BIM and CAD files to CityGML and analyzing 3D city models. Specifically, it describes how FME was used to convert a Revit model of the collapsed I-35W bridge in Minneapolis to a CityGML model and link bridge components to external semantic data about the bridge failure for analysis.
BIM and GIS Integration: A 'How-To' with FMESafe Software
Discover how you can combine the power of BIM and GIS with FME. Learn about FME's support for Autodesk Revit (NEW!), Esri ArcGIS, SketchUp, MapInfo, IFC and hundreds of other formats and applications. Plus, learn how FME enables intelligent data integration, for example: detect and load only a building's outer shell, calculate the volume of spaces, or extract the children of spaces and create a spreadsheet list – all of these possible as part of an automated workflow.
All your BIM are belong to us - Revit and FME for Enterprise Data ManagementSafe Software
This session illustrates the use of FME and Revit to create data management workflows for AEC firms. Topics include user driven reports, BIM validation workflows, data extraction and collection routines, Revit to GIS workflows, more.
See more presentations from the FME User Conference 2014 at: www.safe.com/fmeuc
BIM Workflows: How to Build from CAD & GIS for InfrastructureSafe Software
BIM workflows give facilities managers, architects, and engineers key information for better-informed infrastructure planning and management. But how do you migrate to a BIM system when your current data is stored in CAD? Through a real-world international airport example, find out how CAD and engineering data can be centralized in a Document Management System (Autodesk Vault) and GIS database (SQL Server Spatial) using FME, and learn how to create BIM workflows from CAD data.
How to Create GIS and BIM InteroperabilitySafe Software
Discover how to solve the most common problems with BIM and GIS integration. See how to easily move data between IFC, Autodesk Revit, SketchUp 2015, Esri ArcGIS, AutoCAD, and more. You'll also learn how to use automated techniques to get simplified BIM geometries into GIS, combine attribute or tabular data with existing models, perform space extraction, QC data, and much more.
With urban populations expected to double by 2050, an increasingly urgent need exists for implementing sustainable urban design and infrastructure rehabilitation initiatives. Digital 3D models of our urban infrastructure form part of the solution as engineers, architects and geospatial professionals collaborate and share information across the infrastructure lifecycle. This presentation explores the reasons behind developing such a model and examines the convergence of the information and technology needed to make it real such as Smart Infrastructure Modeling (SIM), CAD, GIS and BIM. Demonstrations and plenty of eye-candy will be used to highlight the benefits. The presentation concludes with an examination of today’s trends and future opportunities as they relate to the emerging digital cities phenomena.
Design and Development of BIM on GIS Interoperability Open Platformslhead1
ecently, Construction data has evolved from CAD to BIM and BIM becomes more important data used in various fields like facility management and 3D GIS construction, so there is an increasing need for developing technologies that can be effectively used in post-construction steps. There are lots of trials to model and service not only geographical terrain and outdoor but also indoor space. From this perspective, establishment of BIM and GIS interoperable method and development of service platform became the most important core technology. On this research, spatial data linkage model has been devised to smoothly implement the interoperability between two different kinds of data - BIM data and GIS data.
The platform basically displays BIM data based on 3D GIS such as WorldWind Java developed by NASA and Google Earth. It is also possible to interactively move in and out the buildings and also to see the outside of the building when a user is inside the building and inside of the building while a user is outside the building. Besides, the platform makes users look up the objects of buildings and properties of objects one by one, floor by floor, by similar properties, or all. Users can also edit the properties of objects and do spatial queries for analysis of the data.
This project is co research project of KICT(Korea Institute of Construction Technology) and Gaia3D and working closely together to develop BIM and GIS Interoperability Open-Platform for the integration of BIM and GIS data since 2012 and have developed the system for smooth operation of big size 3D BIM data and GIS data about plenty of buildings in areas or cities, not just one building. Now, core technologies to integrate BIM into GIS are successfully developed and we will keep improving the system step by step. KICT and Gaia3D together have designed and developed BIM and GIS interoperability open-platform based on the spatial data linkage model. Links between BIM data and GIS data enables efficient and seamless management of indoor and outdoor information at the same time and it also could be used for various services such as real estates and AR (Augmented Reality) services. Gaia3D develops 3D facility management system for Antarctic King Sejong science station to efficiently manage the facilities and publicly promote the station using BIM on GIS system with open source GIS software.
AAM Group presentation at the Esri User Conference 2016.
The presentation discusses the convergence of GIS, CAD and BIM and how this aids in Urban Planning and Management
BIM and GIS Integration: A 'How-To' with FMESafe Software
Discover how you can combine the power of BIM and GIS with FME. Learn about FME's support for Autodesk Revit (NEW!), Esri ArcGIS, SketchUp, MapInfo, IFC and hundreds of other formats and applications. Plus, learn how FME enables intelligent data integration, for example: detect and load only a building's outer shell, calculate the volume of spaces, or extract the children of spaces and create a spreadsheet list – all of these possible as part of an automated workflow.
All your BIM are belong to us - Revit and FME for Enterprise Data ManagementSafe Software
This session illustrates the use of FME and Revit to create data management workflows for AEC firms. Topics include user driven reports, BIM validation workflows, data extraction and collection routines, Revit to GIS workflows, more.
See more presentations from the FME User Conference 2014 at: www.safe.com/fmeuc
BIM Workflows: How to Build from CAD & GIS for InfrastructureSafe Software
BIM workflows give facilities managers, architects, and engineers key information for better-informed infrastructure planning and management. But how do you migrate to a BIM system when your current data is stored in CAD? Through a real-world international airport example, find out how CAD and engineering data can be centralized in a Document Management System (Autodesk Vault) and GIS database (SQL Server Spatial) using FME, and learn how to create BIM workflows from CAD data.
How to Create GIS and BIM InteroperabilitySafe Software
Discover how to solve the most common problems with BIM and GIS integration. See how to easily move data between IFC, Autodesk Revit, SketchUp 2015, Esri ArcGIS, AutoCAD, and more. You'll also learn how to use automated techniques to get simplified BIM geometries into GIS, combine attribute or tabular data with existing models, perform space extraction, QC data, and much more.
With urban populations expected to double by 2050, an increasingly urgent need exists for implementing sustainable urban design and infrastructure rehabilitation initiatives. Digital 3D models of our urban infrastructure form part of the solution as engineers, architects and geospatial professionals collaborate and share information across the infrastructure lifecycle. This presentation explores the reasons behind developing such a model and examines the convergence of the information and technology needed to make it real such as Smart Infrastructure Modeling (SIM), CAD, GIS and BIM. Demonstrations and plenty of eye-candy will be used to highlight the benefits. The presentation concludes with an examination of today’s trends and future opportunities as they relate to the emerging digital cities phenomena.
Design and Development of BIM on GIS Interoperability Open Platformslhead1
ecently, Construction data has evolved from CAD to BIM and BIM becomes more important data used in various fields like facility management and 3D GIS construction, so there is an increasing need for developing technologies that can be effectively used in post-construction steps. There are lots of trials to model and service not only geographical terrain and outdoor but also indoor space. From this perspective, establishment of BIM and GIS interoperable method and development of service platform became the most important core technology. On this research, spatial data linkage model has been devised to smoothly implement the interoperability between two different kinds of data - BIM data and GIS data.
The platform basically displays BIM data based on 3D GIS such as WorldWind Java developed by NASA and Google Earth. It is also possible to interactively move in and out the buildings and also to see the outside of the building when a user is inside the building and inside of the building while a user is outside the building. Besides, the platform makes users look up the objects of buildings and properties of objects one by one, floor by floor, by similar properties, or all. Users can also edit the properties of objects and do spatial queries for analysis of the data.
This project is co research project of KICT(Korea Institute of Construction Technology) and Gaia3D and working closely together to develop BIM and GIS Interoperability Open-Platform for the integration of BIM and GIS data since 2012 and have developed the system for smooth operation of big size 3D BIM data and GIS data about plenty of buildings in areas or cities, not just one building. Now, core technologies to integrate BIM into GIS are successfully developed and we will keep improving the system step by step. KICT and Gaia3D together have designed and developed BIM and GIS interoperability open-platform based on the spatial data linkage model. Links between BIM data and GIS data enables efficient and seamless management of indoor and outdoor information at the same time and it also could be used for various services such as real estates and AR (Augmented Reality) services. Gaia3D develops 3D facility management system for Antarctic King Sejong science station to efficiently manage the facilities and publicly promote the station using BIM on GIS system with open source GIS software.
AAM Group presentation at the Esri User Conference 2016.
The presentation discusses the convergence of GIS, CAD and BIM and how this aids in Urban Planning and Management
How to Easily Read and Write CityGML Data Using FME Safe Software
CityGML has the potential to broaden the amount and quality of spatial data that is available for use in 3D modelling software. Across the globe, an increasing number of cities and companies are building virtual 3D city models for use in various areas including urban planning, disaster management, navigation and environmental simulations. Learn how FME can help you easily convert, restructure, integrate and distribute this CityGML data to use and share in more than 300 different formats.
How to Create 3D Mashups by Integrating GIS, CAD, and BIMSafe Software
Find out how you can easily integrate GIS, CAD, BIM, and other spatial data to create accurate 3D representations using FME. You'll discover how to manipulate 3D data across popular formats like CityGML and SketchUp, as well as transform BIM data to load only the required information into your GIS. You'll also hear how FME enabled one customer to take vintage 2D CAD data and create informative 3D PDFs and 3D AutoCAD DWG files to help in the decommissioning of a nuclear power plant
Integrating BIM & GIS - Closing the Data Loop, September 2019Esri Ireland
The integration of BIM and GIS enables users to unlock the value in diverse data sets to enable applications including citizen engagement, sustainability analysis, disaster preparedness and much more operational and management uses. Esri Ireland and Pentagon Solutions are partnering to showcase the power of the BIM and GIS integration at a series of events, the first ones which took place in Dublin and Belfast from September 24th - 25th 2019.
This first of a kind collaboration demonstrated the workflows between ArcGIS and BIM technology for planning, design and asset ownership of digital projects. Both Esri Ireland and Pentagon Solutions believe that the integration of these game changing technologies, will prove beneficial for many.
If this is an area that is of interest to you or your organisation, you can get in touch with us via mapsmakesense@esri-ireland.ie.
Spatial Master Data Management: Enterprise-level Spatial Information Architec...Safe Software
Learn the ins and outs of spatial master data management (MDM) from special guest speaker, Dennis Beck, CEO of Spatial Business Systems. Discover how large organizations are managing their spatial information at an enterprise level to improve data quality, boost productivity, and increase the efficiency of data exchange across departments and business processes. Through architectural examples and practical use cases you will learn the critical elements of spatially enabled master data management systems and how they can lead to improved financial performance.
2019 Esri International User Conference, Engineering SummitChris Andrews
Demand for better use of environmental context with design and construction data is fueling the drive for BIM and GIS adoption around the world. This presentation discusses common patterns of BIM and GIS integration that we see in the user community.
Web Mapping 101: What Is It and Making It Work For YouSafe Software
Web mapping is the process of using the internet to visualize, analyze, and share your geospatial data through a map. Web maps are an important tool for many organizations as they provide the ability to distribute critical information to anyone, anywhere, and at any time.
Web maps provide endless potential for visualizing valuable data that may otherwise go unused. But, not everyone knows how to get started with creating one. In this webinar, we’ll cover:
- An overview of web mapping and how it works
- How OpenLayers and Leaflet work with web mapping
- How to use web mapping tools, including Esri Leaflet and Mapbox with the HTMLReportGenerator
- How to create vector tilesets in FME to make web mapping easier than ever
Join our team of Support Specialists to learn how to get started using FME to create a web map of your own to visualize and share your data.
Stop wasting the value of your geospatial data by letting it sit unused. You’ll leave this webinar with the tools to get you started with creating a web map of your own so you can present your data in a way thats easy to understand and share with others.
Description of the development and result of the ADE extension of CityGML for BIM and IFC data. This work is implemented in the open source BIMserver (bimserver.org) and presented at the FOSS4G congres in Sydney Au 2010
Extend the Value of Your BIM Data with FME: Part 1Safe Software
BIM contains useful data that can be shared, analyzed, and stored for project management and efficiency purposes.
However, the information stored often doesn’t get used to its full potential because of the complexity of BIM workflows and interoperability with other formats and applications.
That’s where FME comes in. FME extends the value of BIM data by enabling it to be used in more places, in more ways, by more people.
In this webinar, we’ll share real case studies of how BIM users around the world are maximizing its potential.
You'll see how FME users are accomplishing common BIM transformation tasks like:
- Extracting & converting BIM data to share, analyze and store across hundreds of formats
- Transforming, integrating, and validating BIM
- Automating BIM workflows
- Amplify your data by combining the power of BIM with the power of FME.
BIM-naar-GIS dataverwerking: linken en visualiseren GIM_nv
De juiste informatie uit BIM-modellen kan een grote toegevoegde waarde hebben in het beheer van infrastructuur. Helaas gaat veel informatie verloren gedurende de levenscyclus van een infrastructuurobject. In deze presentatie bekijken we hoe we deze informatie-eilanden kunnen overbruggen door BIM data te linken en te visualiseren. Concreet gaan we in op technieken voor het verwerken van BIM data voor indoor mapping, facility management, issue management, Web visualisatie, en augmented reality apps.
Creating, Managing and Sharing 3D Cities with FMESafe Software
Decades after GIS went 3D for the first time, currently there is an enormous hype on creating and managing smart 3D Virtual Cities. Driven by the ongoing integration of BIM, CAD and GIS data, data transformation capabilities are more important than ever before. This presentation will examine basic concepts on 3D Data modelling and data standards like CityGML, Esri’s 3D City Information Model and IFC (Industry Foundation Classes). Examples illustrate how LiDAR data sets can be used to generate terrain models and 3D Data Models in combination with 2D GIS and CAD data. In addition, strategies for sharing and publishing 3D content will be demonstrated. Attendees will get an understanding of how 3D data integration tasks can be solved with FME.
This presentation shows the use of FME technology in complex data model transformation tasks such as the creation of CityGML from diverse data inputs as well as transformation of data out of the CityGML format into industry standards.
Presentation About of Revit Architecture Desing and History, Then Revit Architecture Course provides by Croma campus one of the best training institutes.
Extend the Value of Your BIM (& Revit) Data with FME: Part 2Safe Software
In the first webinar, you saw how FME users around the world are maximizing the potential of their BIM Data. By enabling you to extract, convert, and validate BIM data, FME extends the value of BIM by enabling it to be used in more places, in more ways, by more people.
Join us for the step-by-step process, with a special focus on Revit examples, that demonstrates how to:
- Optimize Revit Models
- Extract and simplify floor plans
- Extract attributes from Revit for use in spreadsheets
- Utilize the latest Native Revit Reader updates in FME
- Automate BIM Workflows
With QA throughout the webinar, you'll be able to get all your BIM questions answered.
How to Easily Read and Write CityGML Data Using FME Safe Software
CityGML has the potential to broaden the amount and quality of spatial data that is available for use in 3D modelling software. Across the globe, an increasing number of cities and companies are building virtual 3D city models for use in various areas including urban planning, disaster management, navigation and environmental simulations. Learn how FME can help you easily convert, restructure, integrate and distribute this CityGML data to use and share in more than 300 different formats.
How to Create 3D Mashups by Integrating GIS, CAD, and BIMSafe Software
Find out how you can easily integrate GIS, CAD, BIM, and other spatial data to create accurate 3D representations using FME. You'll discover how to manipulate 3D data across popular formats like CityGML and SketchUp, as well as transform BIM data to load only the required information into your GIS. You'll also hear how FME enabled one customer to take vintage 2D CAD data and create informative 3D PDFs and 3D AutoCAD DWG files to help in the decommissioning of a nuclear power plant
Integrating BIM & GIS - Closing the Data Loop, September 2019Esri Ireland
The integration of BIM and GIS enables users to unlock the value in diverse data sets to enable applications including citizen engagement, sustainability analysis, disaster preparedness and much more operational and management uses. Esri Ireland and Pentagon Solutions are partnering to showcase the power of the BIM and GIS integration at a series of events, the first ones which took place in Dublin and Belfast from September 24th - 25th 2019.
This first of a kind collaboration demonstrated the workflows between ArcGIS and BIM technology for planning, design and asset ownership of digital projects. Both Esri Ireland and Pentagon Solutions believe that the integration of these game changing technologies, will prove beneficial for many.
If this is an area that is of interest to you or your organisation, you can get in touch with us via mapsmakesense@esri-ireland.ie.
Spatial Master Data Management: Enterprise-level Spatial Information Architec...Safe Software
Learn the ins and outs of spatial master data management (MDM) from special guest speaker, Dennis Beck, CEO of Spatial Business Systems. Discover how large organizations are managing their spatial information at an enterprise level to improve data quality, boost productivity, and increase the efficiency of data exchange across departments and business processes. Through architectural examples and practical use cases you will learn the critical elements of spatially enabled master data management systems and how they can lead to improved financial performance.
2019 Esri International User Conference, Engineering SummitChris Andrews
Demand for better use of environmental context with design and construction data is fueling the drive for BIM and GIS adoption around the world. This presentation discusses common patterns of BIM and GIS integration that we see in the user community.
Web Mapping 101: What Is It and Making It Work For YouSafe Software
Web mapping is the process of using the internet to visualize, analyze, and share your geospatial data through a map. Web maps are an important tool for many organizations as they provide the ability to distribute critical information to anyone, anywhere, and at any time.
Web maps provide endless potential for visualizing valuable data that may otherwise go unused. But, not everyone knows how to get started with creating one. In this webinar, we’ll cover:
- An overview of web mapping and how it works
- How OpenLayers and Leaflet work with web mapping
- How to use web mapping tools, including Esri Leaflet and Mapbox with the HTMLReportGenerator
- How to create vector tilesets in FME to make web mapping easier than ever
Join our team of Support Specialists to learn how to get started using FME to create a web map of your own to visualize and share your data.
Stop wasting the value of your geospatial data by letting it sit unused. You’ll leave this webinar with the tools to get you started with creating a web map of your own so you can present your data in a way thats easy to understand and share with others.
Description of the development and result of the ADE extension of CityGML for BIM and IFC data. This work is implemented in the open source BIMserver (bimserver.org) and presented at the FOSS4G congres in Sydney Au 2010
Extend the Value of Your BIM Data with FME: Part 1Safe Software
BIM contains useful data that can be shared, analyzed, and stored for project management and efficiency purposes.
However, the information stored often doesn’t get used to its full potential because of the complexity of BIM workflows and interoperability with other formats and applications.
That’s where FME comes in. FME extends the value of BIM data by enabling it to be used in more places, in more ways, by more people.
In this webinar, we’ll share real case studies of how BIM users around the world are maximizing its potential.
You'll see how FME users are accomplishing common BIM transformation tasks like:
- Extracting & converting BIM data to share, analyze and store across hundreds of formats
- Transforming, integrating, and validating BIM
- Automating BIM workflows
- Amplify your data by combining the power of BIM with the power of FME.
BIM-naar-GIS dataverwerking: linken en visualiseren GIM_nv
De juiste informatie uit BIM-modellen kan een grote toegevoegde waarde hebben in het beheer van infrastructuur. Helaas gaat veel informatie verloren gedurende de levenscyclus van een infrastructuurobject. In deze presentatie bekijken we hoe we deze informatie-eilanden kunnen overbruggen door BIM data te linken en te visualiseren. Concreet gaan we in op technieken voor het verwerken van BIM data voor indoor mapping, facility management, issue management, Web visualisatie, en augmented reality apps.
Creating, Managing and Sharing 3D Cities with FMESafe Software
Decades after GIS went 3D for the first time, currently there is an enormous hype on creating and managing smart 3D Virtual Cities. Driven by the ongoing integration of BIM, CAD and GIS data, data transformation capabilities are more important than ever before. This presentation will examine basic concepts on 3D Data modelling and data standards like CityGML, Esri’s 3D City Information Model and IFC (Industry Foundation Classes). Examples illustrate how LiDAR data sets can be used to generate terrain models and 3D Data Models in combination with 2D GIS and CAD data. In addition, strategies for sharing and publishing 3D content will be demonstrated. Attendees will get an understanding of how 3D data integration tasks can be solved with FME.
This presentation shows the use of FME technology in complex data model transformation tasks such as the creation of CityGML from diverse data inputs as well as transformation of data out of the CityGML format into industry standards.
Presentation About of Revit Architecture Desing and History, Then Revit Architecture Course provides by Croma campus one of the best training institutes.
Extend the Value of Your BIM (& Revit) Data with FME: Part 2Safe Software
In the first webinar, you saw how FME users around the world are maximizing the potential of their BIM Data. By enabling you to extract, convert, and validate BIM data, FME extends the value of BIM by enabling it to be used in more places, in more ways, by more people.
Join us for the step-by-step process, with a special focus on Revit examples, that demonstrates how to:
- Optimize Revit Models
- Extract and simplify floor plans
- Extract attributes from Revit for use in spreadsheets
- Utilize the latest Native Revit Reader updates in FME
- Automate BIM Workflows
With QA throughout the webinar, you'll be able to get all your BIM questions answered.
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
A slideshare based on our recent white paper looking at the role that 3D technologies might play in building dynamic and information rich whole city models and their contribution to the Smart City agenda
Building Information Modeling (BIM) is an innovative new approach to building design, construction ,and management. Building Information Modeling is an integrated process for exploring projects key physical and functional characteristics digitally before it's built. With BIM solutions, AEC professionals are delivering projects faster and more economically, while minimizing environmental impact.
BIM supports the continuous and immediate availability of project design scope, schedule, and cost information that is high quality, reliable, integrated, and fully coordinated.
AEC Digital Solutions LLC (www.aecdsl.co) is a pioneering Building Information Modelling (BIM) services firm, providing Virtual Design & Construction (VDC) technology services, and global sourcing solutions to leading international architects, engineering and construction firms. AEC's objective is to leverage international best practices and latest advancements in BIM technology, to add value to clients businesses, and help client's save time and money.
How BIM Can Improve Decisions and Reduce Errors - Webinar, December 2, 2015Aconex
In this webinar, we heard Sean VonFeldt of Triunity and Matt Abeles of BuiltWorlds discuss how their organizations use BIM project-wide to accelerate and improve decisions from concept through handover. We also saw a live demo of Aconex Connected BIM showing how sharing models can streamline processes like design coordination, approval cycles, and handover to benefit your entire project team.
CIC Building Information Modelling Standards Draft 5.0
This is the Draft BIM Standard presented at the HKIBIM & BuildingSmart CIC BIM Standards briefing on December 17th.
The following are links to the PDF versions of the documents presented at the HKIBIM & BuildingSmart CIC BIM Standards briefing on December 17th.
CIC BIM Standards Draft 5.0
https://www.dropbox.com/s/6baypn31ljqufd9/CIC%20BIM%20Standards%20Draft%205.pdf?dl=0
CICBIMS PXP Checklist
https://www.dropbox.com/s/u6mhhf7kr1acukn/CIC%20BIM%20PXP%20Check%20List.pdf?dl=0
BIM Uses Tables from New Zealand BIM Handbook
https://www.dropbox.com/s/87cfuf897z19kjp/NZ1-8710064-New%20Zealand%20BIM%20Handbook.pdf?dl=0
BIM Use Descriptions from BIM Planning Guide for Facility Managers by Penn State
https://www.dropbox.com/s/ksrf9xr3adzgxuj/BIM_Planning_Guide_for_Facility_Owners-Version_2.0.pdf?dl=0
BIM Forum Level of Development Specification
https://www.dropbox.com/s/ddcd0g10gj33rcl/2013-LOD-Specification.pdf?dl=0
China BIM Delivery Standard
https://www.dropbox.com/s/plxfslxj849082d/CHINA%20BIM%20Delivery%20Standard.pdf?dl=0
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Facebook Event page
https://www.facebook.com/events/1575415879358864/
Stephen Hamil's preview of the BIM Toolkit was a hit at Ecobuild 2015 - we've uploaded the presentation, in case you missed it or want to see it again. #BIMTookit
Introduction to mago3D, an Open Source Based Digital Twin PlatformSANGHEE SHIN
This talk was given at the Busan Eco Delta City(Korea National Pilot Smart City) technical workshop held on 18th July. I talked about introduction and history of mago3D, some core technologies, real cases, and lessons learnt in this workshop.
I gave this talk at the ITEA3 Smart City Business Event. In this talk, I introduced mago3D project, an open source based digital twin platform first. And then shared the real cases that I and my company have carried out in various industries. I concluded the talk with what I've learnt from these real projects. Some food for thoughts around digital twin were provided for further discussion.
What we've done so far with mago3D, an open source based 'Digital Twin' platf...SANGHEE SHIN
mago3D = {Indoor, Outdoor} + {Overground, Underground} + {Objects, Phenomena} + {Static, Dynamic}
It would be awesome if you can have a virtual replica of real world that you can play with and do the simulation to see what would happen. That is 'Digital Twin', the ultimate goal of mago3D!
At the FOSS4G NA 2019, I talked about the recent achievements and improvements of mago3D project, an open source based 'Digital Twin' platform. mago3D(http://mago3d.com) is relatively new project that was first released in July 2017. The ultimate goal of mago3D project is developing an open source based digital twin platform that can replicate and simulate the real world objects, processes, and phenomena on web environment. mago3D is on its way to achieve this goal now. Currently mago3D more focuses on managing and visualization of various types of 3D data ranging from simple box style extrusion model, point clouds, realistic mesh, to complex BIM(Building Information Modeling), AEC(Architecture, Engineering, Construction) data. mago3D supports industry standards 3D formats such as IFC, CityGML, IndoorGML, 3DS, Collada DAE, OBJ, LAS, JT, and so on. mago3D has been used in various industry sectors including ship building, urban management, indoor data management, and national defense. In this talk I showcased several real projects that had employed the mago3D and talked about what I'd learned during this projects. I also talked more about the future plan of mago3D towards visualizing/simulating of {static and dynamic data}, {underground and overground features}, {indoor and outdoor spaces}, {objects and phenomena} at the same time on web browser.
As a tech-savvy country, there're lots of discussions and activities around digital twin in Korea. I also shared my real experiences on this in this talk.
How Service Mesh Fits into the Modern Data StackFabian Hardt
The modern data stack has become increasingly popular in the analytics community. Patterns like domain-driven design, known from classical software development, are finding their way into analytics contexts. This is the basis of a new paradigm, like Data Mesh. In a Data Mesh, every domain - like a different department for example - wants to solve similar problems with their own business data. Therefore, it’s vital to implement a flexible, lightweight, and manageable, but also secured and monitorable central self-service data platform. With the containerization of services, and using Kubernetes as a runtime, you can build flexible data architectures. Data visualization, data ingestion, orchestration, and ETL tools, as well as Cloud Data Warehouses, should all live together in a kind of a mesh. In this session, learn how Kong's CNCF Sandbox, project Kuma, provides the next level of security when handling data, other business domains, and exchanging data with external systems. Uncover the advantages of end-to-end tracing, data collection, and external access from outside of the mesh using Data APIs.
Let's integrate CAD/BIM/GIS on the same platform: A practical approach in rea...SANGHEE SHIN
I gave this keynote talk at 3D GeoInfo conference held at Singapore on 25th September 2019. I shared my experiences in integrating CAD/BIM/GIS on the web platform and introduced mago3D from the technical point of view.
The “Platformization” of the Construction industry.
Shifting ecosystem and emerging platforms
Industries that are most vulnerable to the platform revolution:
Information-intensive industries
Industries with non-scalable gatekeepers
Highly fragmented industries
Industries characterized by extreme information asymmetries
Digital Disruption is coming to heavy industries
Case Study about BIM on GIS platform development project with the standard modelTae wook kang
To realize BIM on GIS technology for productivity of AEC industry, we should have some questions like these.
Questions
• What is the benefit from the fusion
between BIM and GIS as the viewpoint of
the public sector
• What do we should do first?
• What is the barrier to realize it?
• How to develop it?
Research and try to
• find the useful use-cases
• define the technology and the organization
including people etc
• survey the issues and define the considerations
• collaborate and research it with the institutes and
the industries
- 2013.5
Introduction to mago3D: A Web Based Open Source GeoBIM PlatformSANGHEE SHIN
I gave this talk at the FOSS4G Asia 2018 held at University of Moratuwa, Sri Lanka. I've added some of recent improvements of mago3D features including CityGML, IndoorGML supporting. Also I've talked about the future plan of mago3D toward Digital Twin platform.
An introduction to the 3D digital city model data management solution CityGRID. From Met GeoInfo, this true 3D RDBMS software provides tools for creation, management and visualisation of 3D city models.
What does BIM mean for Civil Engineers?Chun Keung Ng
BIM is a norm for the building industry. How about for infrastructures? Some countries are over confident on the implementation of BIM in both building and civil engineering industries. Is the BIM technology for infrastructures mature and easily available? Are the professionals ready for BIM?
Watch full webinar here: https://buff.ly/2mHGaLA
What started to evolve as the most agile and real-time enterprise data fabric, data virtualization is proving to go beyond its initial promise and is becoming one of the most important enterprise big data fabrics.
Attend this session to learn:
• What data virtualization really is
• How it differs from other enterprise data integration technologies
• Why data virtualization is finding enterprise-wide deployment inside some of the largest organizations
Webinar presentation July 23, 2015.
Big data technology increases the amount and variety of data that can be processed by analytics, providing a foundation for visualizations and insights that can significantly improve business operations.
The CSCC deliverable, Cloud Customer Architecture for Big Data and Analytics, discusses how harnessing cloud architectures can drastically improve big data and analytics capabilities. The paper explains how to host analytics solutions on the cloud.
Download the deliverable: http://www.cloud-council.org/resource-hub
Introducing lifecycle BIM; Solving Data Integration & normalising workflows for the complete Asset Lifecycle Management; COBie the International Standards for Data Management; the various BIM Levels; what Asset & Facility Managers want to know; EcoDomus as a Solution; The Data Environment; Integration interfaces with Archibus Facility & Asset Management, also SISfm, IFMs Spatial Information Solution; the EcoDomus Platform; System Architecture of an Integrated Solution; the handover challenges; the mobile environments; EcoDomus, Archibus and SISfm.
Enquiries:
Dale Ritchie - dale@integratedfm.com.au
GIS is a system of record and as such incredably valuable basis for design. In the Geodesign process, (3D) GIS technology is incredably powerful for visualizing and analyzing urban designs. Procedural modellng in CityEngine allows city planners and designers generate flexible designs that allow for manipulation of all design parameters. 3D GIS technology connects the real world as it is stored in a realistic model with the virtual worlds of the future designed with procedural modelling.
Mago3D - An innovative AEC/GIS integration platform that can service millions...SANGHEE SHIN
This talk was given at the Geospatial World Forum 2018.
This slides introduce a brand new live 3D geo-platform called mago3D that can integrate BIM/AEC(Architecture, Engineering, Construction) and 3D GIS in a web browser. mago3D can manage and visualize millions of 3D objects from different sources in a web browser without installing any plugin or ActiveX. 2 main cores of mago3D are mago3D.js and F4D format. mago3D.js is a set of JavaScript that expands existing WebGL Globe's functionality and usability. mago3D.js increases rendering quality and speed. mago3D.js runs on top of AGI's Cesium.js and NASA Web World Wind at the moment. One of big hurdle to integrate AEC and 3D GIS simultaneously is handling and visualizing the massive 3D objects. To overcome this hurdle, new format called F4D has been devised. F4D is a sort of 3D service format that contains LOD, pre-processed occlusion culling information, and visibility indexes. Currently industry standard IFC(Industry Foundation Classes), JT(Jupiter Tessellation), and popular 3D formats such as OBJ, 3DS, COLLADA DAE can be converted to F4D format. mago3D has been successfully used in several industries including ship building, FM(Facility Management), constructions so far. Real success story of mago3D will be presented during the talk.
Similar to BIM Conversion & Analysis Workshop: Story of the I-35W Bridge Collapse (20)
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Essentials of Automations: The Art of Triggers and Actions in FMESafe Software
In this second installment of our Essentials of Automations webinar series, we’ll explore the landscape of triggers and actions, guiding you through the nuances of authoring and adapting workspaces for seamless automations. Gain an understanding of the full spectrum of triggers and actions available in FME, empowering you to enhance your workspaces for efficient automation.
We’ll kick things off by showcasing the most commonly used event-based triggers, introducing you to various automation workflows like manual triggers, schedules, directory watchers, and more. Plus, see how these elements play out in real scenarios.
Whether you’re tweaking your current setup or building from the ground up, this session will arm you with the tools and insights needed to transform your FME usage into a powerhouse of productivity. Join us to discover effective strategies that simplify complex processes, enhancing your productivity and transforming your data management practices with FME. Let’s turn complexity into clarity and make your workspaces work wonders!
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
In the ever-evolving landscape of data management, Zero-ETL is an approach that is reshaping how businesses handle and integrate their data. This webinar explores Zero-ETL, a paradigm shift from the traditional Extract, Transform, Load (ETL) process, offering a more streamlined, efficient, and real-time data integration method.
We will begin with an introduction to the concept of Zero-ETL, including how it allows direct access to data in its native environment and real-time data transformation, providing up-to-date information with significantly reduced data redundancy.
Next, we'll take you through several demonstrations showing how Zero-ETL can deliver real-time data and enable the free movement of data between systems. We will also discuss the various tools that support all aspects of Zero-ETL, providing attendees with an understanding of how they can adopt this innovative approach in their organizations.
Lastly, the session will conclude with an interactive Q&A segment, allowing participants to gain deeper insights into how Zero-ETL can be tailored to their specific business needs and how they can get started today.
Join us to discover how Zero-ETL can elevate your organization's data strategy.
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
Following the popularity of “Cloud Revolution: Exploring the New Wave of Serverless Spatial Data,” we’re thrilled to announce this much-anticipated encore webinar.
In this sequel, we’ll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR.
Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios.
Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects.
Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you’re building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.
Cloud Frontiers: A Deep Dive into Serverless Spatial Data and FMESafe Software
Following the popularity of "Cloud Revolution: Exploring the New Wave of Serverless Spatial Data," we're thrilled to announce this much-anticipated encore webinar.
In this sequel, we'll dive deeper into the Cloud-Native realm by uncovering practical applications and FME support for these new formats, including COGs, COPC, FlatGeoBuf, GeoParquet, STAC, and ZARR.
Building on the foundation laid by industry leaders Michelle Roby of Radiant Earth and Chris Holmes of Planet in the first webinar, this second part offers an in-depth look at the real-world application and behind-the-scenes dynamics of these cutting-edge formats. We will spotlight specific use-cases and workflows, showcasing their efficiency and relevance in practical scenarios.
Discover the vast possibilities each format holds, highlighted through detailed discussions and demonstrations. Our expert speakers will dissect the key aspects and provide critical takeaways for effective use, ensuring attendees leave with a thorough understanding of how to apply these formats in their own projects.
Elevate your understanding of how FME supports these cutting-edge technologies, enhancing your ability to manage, share, and analyze spatial data. Whether you're building on knowledge from our initial session or are new to the serverless spatial data landscape, this webinar is your gateway to mastering cloud-native formats in your workflows.
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization’s performance. The power of real-time data automation through FME can turn this vision into reality.
Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We’ll explore:
FME’s role in real-time event processing, from data intake and analysis to transformation and reporting
An overview of leveraging streams vs. automations
FME’s impact across various industries highlighted by real-life case studies
Live demonstrations on setting up FME workflows for real-time data
Practical advice on getting started, best practices, and tips for effective implementation
Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.
From Event to Action: Accelerate Your Decision Making with Real-Time AutomationSafe Software
Imagine a world where information flows as swiftly as thought itself, making decision-making as fluid as the data driving it. Every moment is critical, and the right tools can significantly boost your organization's performance. The power of real-time data automation through FME can turn this vision into reality.
Aimed at professionals eager to leverage real-time data for enhanced decision-making and efficiency, this webinar will cover the essentials of real-time data and its significance. We'll explore:
FME's role in real-time event processing, from data intake and analysis to transformation and reporting
An overview of leveraging streams vs. automations
FME's impact across various industries highlighted by real-life case studies
Live demonstrations on setting up FME workflows for real-time data
Practical advice on getting started, best practices, and tips for effective implementation
Join us to enhance your skills in real-time data automation with FME, and take your operational capabilities to the next level.
Beyond Boundaries: Leveraging No-Code Solutions for Industry InnovationSafe Software
Hiring and retaining software development talent is next to impossible for AEC firms and other industries alike.
Join us and guest speakers from HOK, a leader in the AEC industry, as they share their success in navigating the tight talent market through the use of no-code solutions and FME.
Discover how HOK approached the process of building a custom tool to automate the creation of projects and user management for Trimble Connect and ProjectSight.
Using a mix of traditional and no-code in FME, our guest speakers will reveal how the team bridged the resource gap and used the available talent pool, producing the mission-critical web app “Trajectory”.
They will also dive into details, illustrating first-hand how JSON data was used as a “glue” between two development groups.
Learn how embracing FME as a no-code solution can unlock potential within your teams, foster collaboration, and drive efficiency.
Powering Real-Time Decisions with Continuous Data StreamsSafe Software
In an era where making swift, data-driven decisions can set industry leaders apart, understanding the world of data streaming and stream processing is crucial. During this webinar, we'll explore:
Stream Processing Overview: Dive into what stream processing entails and the value it brings organizations.
Stream vs. Batch Processing: Learn the key differences and benefits of stream processing compared to traditional batch processing, highlighting the efficiency of real-time data handling.
Mastering Data Volumes: Discover strategies for effectively managing both high and low volume data streams, ensuring optimal performance.
Boosting Operational Excellence: Explore how adopting data streaming can enhance your organization's operational workflows and productivity.
Spatial Data's Role in Streams: Understand the importance of spatial data in stream processing for more informed decision-making.
Interactive Demos: Watch practical demos, from dynamic geofencing to group-based processing.
Plus, we’ll show you how you can do it without coding! Register now to take the first step towards more informed, timely, and precise decision-making for your organization.
The Critical Role of Spatial Data in Today's Data EcosystemSafe Software
In today's data-driven landscape, integrating spatial data is becoming increasingly crucial for organizations aiming to harness the full potential of their data. Spatial data offers unique insights based on location, making it a fundamental component for addressing various challenges across different sectors, including urban planning, environmental sustainability, public health, and logistics.
Our webinar delves into the indispensable role of spatial data in data management and analysis. We'll showcase how omitting spatial data from your data strategy not only weakens your data infrastructure, but also limits the depth of your insights. Through real-world case studies, we'll highlight the transformative impact of spatial data, demonstrating its ability to uncover complex patterns, trends, and relationships.
Join us for this introductory-level webinar as we explore the critical importance of spatial data integration in driving strategic decision-making processes. By the end of the webinar, you'll gain a renewed perspective on how spatial data is essential for confronting and overcoming challenges across various domains.
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataSafe Software
Once in a while, there really is something new under the sun. The rise of cloud-hosted data has fueled innovation in spatial data storage, enabling a brand new serverless architectural approach to spatial data sharing. Join us in our upcoming webinar to learn all about these new ways to organize your data, and leverage data shared by others. Explore the potential of Cloud Native Geospatial Formats in your workflows with FME, as we introduce five new formats: COGs, COPC, FlatGeoBuf, GeoParquet, STAC and ZARR.
Learn from industry experts Michelle Roby from Radiant Earth and Chris Holmes from Planet about these cloud-native geospatial data formats and how they can make data easier to manage, share, and analyze. To get us started, they’ll explain the goals of the Cloud-Native Geospatial Foundation and provide overviews of cloud-native technologies including the Cloud-Optimized GeoTIFF (COG), SpatioTemporal Asset Catalogs (STAC), and GeoParquet.
Following this, our seasoned FME team will guide you through practical demonstrations, showcasing how to leverage each format to its fullest potential. Learn strategic approaches for seamless integration and transition, along with valuable tips to enhance performance using these formats in FME.
Discover how these formats are reshaping geospatial data handling and how you can seamlessly integrate them into your FME workflows and harness the explosion of cloud-hosted data.
Igniting Next Level Productivity with AI-Infused Data Integration WorkflowsSafe Software
Learn where FME meets AI in this upcoming webinar to offer you incredible time savings. This webinar is tailored to ignite imaginations and offer solutions to your data integration challenges. As the new digital era sets sail on the winds of AI, the tangibility of its integration in our daily schema is unfolding.
Segment 1, titled “AI: The Good, the Bad and the FME” by Darren Fergus of Locus, navigates through the realms of AI, scrutinizing its pervasive impact while underscoring the symbiotic potential of FME and AI. Join in an engaging demonstration as FME and ChatGPT collaboratively orchestrate a PowerPoint narrative, epitomizing the alliance of AI with human ingenuity.
In Segment 2, “Integrating GeoAI Models in FME” by Dennis Wilhelm and Dr. Christopher Britsch of con terra GmbH, the spotlight veers towards operationalizing AI in our daily tasks through FME. A practical approach to embedding GeoAI Models into FME Workspaces is unveiled, showcasing the ease of incorporating AI-driven methodologies into your FME workflows, skyrocketing productivity levels.
To follow, Segment 3, "Unleash generative AI on your terms!" by Oliver Morris of Avineon-Tensing. While the prospects of Generative AI are thrilling, security and IT reservations, especially with 'phone home' tools, are genuine concerns. However, with open-source tools, you can locally harness large language models. In this demo, we'll unravel the magic of local AI deployment and its seamless integration into an FME workspace.
Bonus! Dmitri will join us for a fourth segment to tie us off, showcasing what he has been up to this week, including using OpenAI API for texturing in FME, amoung other projects.
Join us to explore the synergy of FME and AI: opening portals to a realm of revolutionized productivity and enriched user experiences.
The Zero-ETL Approach: Enhancing Data Agility and InsightSafe Software
In the ever-evolving landscape of data management, Zero-ETL is an approach that is reshaping how businesses handle and integrate their data. This webinar explores Zero-ETL, a paradigm shift from the traditional Extract, Transform, Load (ETL) process, offering a more streamlined, efficient, and real-time data integration method.
We will begin with an introduction to the concept of Zero-ETL, including how it allows direct access to data in its native environment and real-time data transformation, providing up-to-date information with significantly reduced data redundancy.
Next, we'll take you through several demonstrations showing how Zero-ETL can deliver real-time data and enable the free movement of data between systems. We will also discuss the various tools that support all aspects of Zero-ETL, providing attendees with an understanding of how they can adopt this innovative approach in their organizations.
Lastly, the session will conclude with an interactive Q&A segment, allowing participants to gain deeper insights into how Zero-ETL can be tailored to their specific business needs and how they can get started today.
Join us to discover how Zero-ETL can elevate your organization's data strategy.
Mastering MicroStation DGN: How to Integrate CAD and GISSafe Software
Dive deep into the world of CAD-GIS integration with our expert-led webinar. Discover how to seamlessly transfer data between Bentley MicroStation and leading GIS platforms, such as Esri ArcGIS. This session goes beyond mere CAD/GIS conversion, showcasing techniques to precisely transform MicroStation elements including cells, text, lines, and symbology. We’ll walk you through tags versus item types, and understanding how to leverage both. You’ll also learn how to reproject to any coordinate system. Finally, explore cutting-edge automated methods for managing database links, and delve into innovative strategies for enabling self-serve data collection and validation services.
Join us to overcome the common hurdles in CAD and GIS integration and enhance the efficiency of your workflows. This session is perfect for professionals, both new to FME and seasoned users, seeking to streamline their processes and leverage the full potential of their CAD and GIS systems.
Geospatial Synergy: Amplifying Efficiency with FME & EsriSafe Software
Dive deep into the world of geospatial data management and transformation in our upcoming webinar focusing on the powerful integration of FME and Esri technologies. This insightful session comprises two compelling segments aimed at enhancing your geospatial workflows, while minimizing operational hurdles.
In the first segment, guest speaker Jan Roggisch from Locus unveils how Auckland Council triumphed over the challenges of handling large, frequent data updates on ArcGIS Online using FME. Discover the journey from manual data handling to an automated, streamlined process that reduced server downtime from minutes to seconds: setting a new standard for local government organizations.
The second segment, led by James Botterill from 1Spatial, unveils the magic of incorporating ArcPy into your FME workflows. Delve into real-world scenarios where ArcGIS geoprocessing is harmoniously orchestrated within FME using the PythonCaller. Gain insights into raster-vector data conversion, spatial analysis, and a host of practical tips and tricks that empower you to leverage the combined capabilities of FME and Esri for efficient data manipulation and conversion.
Join us to explore the remarkable possibilities that open up when FME and Esri technologies converge – enhancing your ability to manage and transform geospatial data with unprecedented efficiency.
Introducing the New FME Community Webinar - Feb 21, 2024 (2).pdfSafe Software
Join us at Safe Software as we unveil the exciting new FME Community platform.
Picture yourself entering a vibrant, interconnected world, where every click brings you closer to a fellow FME enthusiast, a new idea, or a solution that could revolutionize your workflow.
Since its inception, the FME Community has been a dynamic hub for knowledge sharing, where thousands of users converge to exchange insights, engage in stimulating discussions, and collaboratively solve challenges. Now, envision this community reimagined - retaining the features you know and love, but infused with new, cutting-edge functionalities designed to make your experience even more enriching and effortless. The Community is also planned to soon act as a central hub for all FME community acticity across the web.
This webinar is your personal tour through this enhanced FME Community landscape. Whether you're an experienced user familiar with every nook and cranny of the old platform, or you're setting foot in this community for the first time, our webinar will ensure you navigate the new terrain with ease and confidence. Discover how to maximize your engagement, tap into the wealth of resources available, and contribute to the growing tapestry of FME innovation.
Join us in celebrating the future of FME collaboration, where your next breakthrough idea, insightful article, or spirited discussion awaits. Don't miss this opportunity to be a part of the evolution of the FME Community!
Breaking Barriers & Leveraging the Latest Developments in AI TechnologySafe Software
Explore how to best leverage the latest of AI technology in our upcoming webinar, where we delve into advancements and trends in the field since our previous AI webinars in 2023. Join us for a session filled with fresh insights and practical knowledge. We're stitching together the final threads of this presentation as we speak, keeping pace with AI's breakneck speed. Expect a session brimming with the freshest insights, releases and breakthroughs in AI – right up to the minute! A spotlight of this session is set to include Dmitri Bagh’s exploration of innovative AI integrations with FME, ranging from generating 3D features for augmented reality using Dall-E, to enhancing urban planning with orthoimagery completion, and showcasing the power of AI in workspace analysis and geoart creation.
Whether you're new to AI or an experienced practitioner, this webinar is tailored to keep you at the forefront of AI innovation. Get ready for a session that is as informative as it is inspiring, equipping you with the tools to excel in the dynamic world of artificial intelligence.
Best Practices to Navigating Data and Application Integration for the Enterpr...Safe Software
Navigating the complexities of managing vast enterprise data across multiple systems can be challenging. This webinar is your guide to navigating and simplifying enterprise integration.
As a technology leader, you may grapple with legacy systems, shadow IT, and budget constraints. Data and personnel silos often impede technological progress. FME champions integrating superior business systems to bolster your organization's digital strength – efficiently and affordably, using your current team and accessible services.
Join us and partner guest speakers from Seamless in an engaging session exploring the essential roles of data and systems in modern enterprises. We'll provide insights on achieving high-quality data management, establishing strong governance, and enabling teams to manage their data effectively. Delve into strategies for ensuring high-quality data and building robust governance structures, with tips and tricks along the way.
This webinar features real-life case studies demonstrating success in diverse industries. Learn cutting-edge strategies for data governance and system integration. Don't miss this opportunity to gain valuable insights and best practices for transforming your data governance and system integration processes.
Cloud Revolution: Exploring the New Wave of Serverless Spatial DataSafe Software
Once in a while, there really is something new under the sun. The rise of cloud-hosted data has fueled innovation in spatial data storage, enabling a brand new serverless architectural approach to spatial data sharing. Join us in our upcoming webinar to learn all about these new ways to organize your data, and leverage data shared by others. Explore the potential of Cloud Native Geospatial Formats in your workflows with FME, as we introduce five new formats: COGs, COPC, FlatGeoBuf, GeoParquet, STAC and ZARR.
Learn from industry experts Michelle Roby from Radiant Earth and Chris Holmes from Planet about these cloud-native geospatial data formats and how they can make data easier to manage, share, and analyze. To get us started, they’ll explain the goals of the Cloud-Native Geospatial Foundation and provide overviews of cloud-native technologies including the Cloud-Optimized GeoTIFF (COG), SpatioTemporal Asset Catalogs (STAC), and GeoParquet.
Following this, our seasoned FME team will guide you through practical demonstrations, showcasing how to leverage each format to its fullest potential. Learn strategic approaches for seamless integration and transition, along with valuable tips to enhance performance using these formats in FME.
Discover how these formats are reshaping geospatial data handling and how you can seamlessly integrate them into your FME workflows and harness the explosion of cloud-hosted data.
Navigating the Metaverse: A Journey into Virtual Evolution"Donna Lenk
Join us for an exploration of the Metaverse's evolution, where innovation meets imagination. Discover new dimensions of virtual events, engage with thought-provoking discussions, and witness the transformative power of digital realms."
Globus Compute wth IRI Workflows - GlobusWorld 2024Globus
As part of the DOE Integrated Research Infrastructure (IRI) program, NERSC at Lawrence Berkeley National Lab and ALCF at Argonne National Lab are working closely with General Atomics on accelerating the computing requirements of the DIII-D experiment. As part of the work the team is investigating ways to speedup the time to solution for many different parts of the DIII-D workflow including how they run jobs on HPC systems. One of these routes is looking at Globus Compute as a way to replace the current method for managing tasks and we describe a brief proof of concept showing how Globus Compute could help to schedule jobs and be a tool to connect compute at different facilities.
Custom Healthcare Software for Managing Chronic Conditions and Remote Patient...Mind IT Systems
Healthcare providers often struggle with the complexities of chronic conditions and remote patient monitoring, as each patient requires personalized care and ongoing monitoring. Off-the-shelf solutions may not meet these diverse needs, leading to inefficiencies and gaps in care. It’s here, custom healthcare software offers a tailored solution, ensuring improved care and effectiveness.
Code reviews are vital for ensuring good code quality. They serve as one of our last lines of defense against bugs and subpar code reaching production.
Yet, they often turn into annoying tasks riddled with frustration, hostility, unclear feedback and lack of standards. How can we improve this crucial process?
In this session we will cover:
- The Art of Effective Code Reviews
- Streamlining the Review Process
- Elevating Reviews with Automated Tools
By the end of this presentation, you'll have the knowledge on how to organize and improve your code review proces
Climate Science Flows: Enabling Petabyte-Scale Climate Analysis with the Eart...Globus
The Earth System Grid Federation (ESGF) is a global network of data servers that archives and distributes the planet’s largest collection of Earth system model output for thousands of climate and environmental scientists worldwide. Many of these petabyte-scale data archives are located in proximity to large high-performance computing (HPC) or cloud computing resources, but the primary workflow for data users consists of transferring data, and applying computations on a different system. As a part of the ESGF 2.0 US project (funded by the United States Department of Energy Office of Science), we developed pre-defined data workflows, which can be run on-demand, capable of applying many data reduction and data analysis to the large ESGF data archives, transferring only the resultant analysis (ex. visualizations, smaller data files). In this talk, we will showcase a few of these workflows, highlighting how Globus Flows can be used for petabyte-scale climate analysis.
GraphSummit Paris - The art of the possible with Graph TechnologyNeo4j
Sudhir Hasbe, Chief Product Officer, Neo4j
Join us as we explore breakthrough innovations enabled by interconnected data and AI. Discover firsthand how organizations use relationships in data to uncover contextual insights and solve our most pressing challenges – from optimizing supply chains, detecting fraud, and improving customer experiences to accelerating drug discoveries.
First Steps with Globus Compute Multi-User EndpointsGlobus
In this presentation we will share our experiences around getting started with the Globus Compute multi-user endpoint. Working with the Pharmacology group at the University of Auckland, we have previously written an application using Globus Compute that can offload computationally expensive steps in the researcher's workflows, which they wish to manage from their familiar Windows environments, onto the NeSI (New Zealand eScience Infrastructure) cluster. Some of the challenges we have encountered were that each researcher had to set up and manage their own single-user globus compute endpoint and that the workloads had varying resource requirements (CPUs, memory and wall time) between different runs. We hope that the multi-user endpoint will help to address these challenges and share an update on our progress here.
Top Features to Include in Your Winzo Clone App for Business Growth (4).pptxrickgrimesss22
Discover the essential features to incorporate in your Winzo clone app to boost business growth, enhance user engagement, and drive revenue. Learn how to create a compelling gaming experience that stands out in the competitive market.
Mobile App Development Company In Noida | Drona InfotechDrona Infotech
Looking for a reliable mobile app development company in Noida? Look no further than Drona Infotech. We specialize in creating customized apps for your business needs.
Visit Us For : https://www.dronainfotech.com/mobile-application-development/
Utilocate offers a comprehensive solution for locate ticket management by automating and streamlining the entire process. By integrating with Geospatial Information Systems (GIS), it provides accurate mapping and visualization of utility locations, enhancing decision-making and reducing the risk of errors. The system's advanced data analytics tools help identify trends, predict potential issues, and optimize resource allocation, making the locate ticket management process smarter and more efficient. Additionally, automated ticket management ensures consistency and reduces human error, while real-time notifications keep all relevant personnel informed and ready to respond promptly.
The system's ability to streamline workflows and automate ticket routing significantly reduces the time taken to process each ticket, making the process faster and more efficient. Mobile access allows field technicians to update ticket information on the go, ensuring that the latest information is always available and accelerating the locate process. Overall, Utilocate not only enhances the efficiency and accuracy of locate ticket management but also improves safety by minimizing the risk of utility damage through precise and timely locates.
Atelier - Innover avec l’IA Générative et les graphes de connaissancesNeo4j
Atelier - Innover avec l’IA Générative et les graphes de connaissances
Allez au-delà du battage médiatique autour de l’IA et découvrez des techniques pratiques pour utiliser l’IA de manière responsable à travers les données de votre organisation. Explorez comment utiliser les graphes de connaissances pour augmenter la précision, la transparence et la capacité d’explication dans les systèmes d’IA générative. Vous partirez avec une expérience pratique combinant les relations entre les données et les LLM pour apporter du contexte spécifique à votre domaine et améliorer votre raisonnement.
Amenez votre ordinateur portable et nous vous guiderons sur la mise en place de votre propre pile d’IA générative, en vous fournissant des exemples pratiques et codés pour démarrer en quelques minutes.
Enhancing Research Orchestration Capabilities at ORNL.pdfGlobus
Cross-facility research orchestration comes with ever-changing constraints regarding the availability and suitability of various compute and data resources. In short, a flexible data and processing fabric is needed to enable the dynamic redirection of data and compute tasks throughout the lifecycle of an experiment. In this talk, we illustrate how we easily leveraged Globus services to instrument the ACE research testbed at the Oak Ridge Leadership Computing Facility with flexible data and task orchestration capabilities.
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...Juraj Vysvader
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I didn't get rich from it but it did have 63K downloads (powered possible tens of thousands of websites).
In 2015, I used to write extensions for Joomla, WordPress, phpBB3, etc and I ...
BIM Conversion & Analysis Workshop: Story of the I-35W Bridge Collapse
1.
2.
3. Participants
Raj Banga, DBI Architects
Dean Hintz, Safe Software
Lutz Ross, Virtual City Systems
Alex Karman, Revolutionary Machines
4.
5.
6.
7. FME Capabilities
Transform Data to Use and Share
Convert spatial data between hundreds of formats
Transform spatial data into the precise data model you need
Integrate multiple different data types into a single data model
Share spatial data with people where, when and how they need it
8. Translation
FME supports reading from a wide array of data formats and types:
•300+ formats, with more added each year
•CAD, GIS, raster, database, web, non-spatial, 3D
9. Transformation
Move data between formats and systems
Restructure data models and schemas
•Geometry
•Attributes
•Coordinate systems and projections
Example
•Derive new attribute values or construct geometry
PointConnector transformer
11. •Adobe 3D PDF
•LAS / LAZ
•Autodesk 3ds
•AutoCAD Civil 3D
•AutoCAD DWG/DXF/RealDWG
•Bentley Microstation
•CityGML 2.0, ADEs
•COLLADA
•DirectX X File
•Esri ArcGIS Layer
•Esri Geodatabase
•Free File Geodatabase API
•NetCDF
•Esri Shape
•Google SketchUp, KML
•IFC
•LandXML
•Oracle Spatial Object
•Oracle Spatial Point Cloud
•Point Cloud XYZ
•Pointools POD
•Presagis Openflight
•Revit
•VRML
•Wavefront OBJ
•XML / GML
3D Formats
CAD VECTOR RASTER DATABASE BIM/3D WEB POINT CLOUD
12. FME Tools for Tackling 3D
Format translation
Database loading and extraction
GML, XML and web service support
Schema mapping
Geometry model conversion (e.g. solid to mesh)
Geometry transformation
Geometry validation
Complex geometry support, hierarchical
Reprojection, geo-referencing, vertical datums
21. University of Washington Workflows
Projects
Data
Updates
Geometry
Update
Automated
Sync
Linked System
For Administration,
Operations, and
Maintenance
CAD/BIM
GIS
CMMS
Life Safety
Record Documents
EH&S
Space Inventory
Security
Room Scheduling
FM Systems
Misc.
GIS
Changes
Misc.
CAD/BIM
Changes
Aaron Cheuvront
CAD/GIS Program Manager
UW Capital Projects Office - Information Systems
22. HOK Scenarios.
Greg Schleusner
Director of BuildingSMART Innovation
Christopher Zoog
BuildingSMART team member
Model checking
Hierarchical DWG export
Intelligent PDF export
Enterprise wide sharing
26. CityGML: Motivation
An increasing number of cities and companies are building virtual 3D city models
Different application areas:
E.g. Urban planning, disaster management, navigation, environmental simulations
Graphical or geometric models are limited to visualisation purposes
Growing need for Semantic Models to satisfy:
thematic queries, analysis, spatial data mining
Reusability -> costs reduction
28. CityGML: What is it?
CityGML is a data model and exchange format for virtual 3d city models
Modeling of all relevant parts of the virtual city according to their semantics, geometry, topology and appearance
GML 3 application schema (XML based)
29.
30.
31. CityGML | Characteristics
Multi-Scale Modelling [Level of Detail]
From landscape to interior model
LOD 0 – Regional model
LOD 1 – City model
LOD 2 – City model with roof structure
LOD 3 – Detailed architecture
LOD 4 – Interior Model
Source: slide from: Christian Dahmen, conterra
32. CityGML | Characteristics
External References
Refer to external data sources containing additional data
Appearance (Textures)
Application Domain Extensions (ADE)
E.g. Noise, Energy, INSPIRE
Generic city objects and attributes
Source: slide from: Christian Dahmen, conterra
34. Read and Write CityGML up to version 2.0
Support for any arbitrary ADE’s E.g. INSPIRE, Dutch IMGeo, Noise
FME supports
All thematic modules
Level of Detail (LoD 0-4)
Generic objects and attributes
Non-spatial data / metadata
Reprojection
FME's support for CityGML
37. Reader Driven by CityGML Schema
One FME Feature Type per CityGML class (object)
Reading CityGML
38. Typical CityGML Workflows
Data Inspection and Evaluation
CityGML model generation
Creating LODs
3D data generation from 2D
•2.5D draping
•3D extrusion
Database loading
BIM to GIS
Export to distribution formats (PDF / KML)
39. Add CityGML specific attributes and geometry properties
Format Attribute citygml_lod_name
lodxSolid[1..4], lodxMultiSurface[2..4], lodxGeometry[0..5]
Build relationship between features
Example: 'Building' address 'Address'
Use gml_id and gml_parent_id for relation
Format Attribute citygml_feature_role
CityGML Model entities by FME feature types
Manually define or import CityGML entities
Import entities from an existing CityGML dataset
Writing CityGML: Basics
45. Real World CityGML Models
EU INSPIRE ADE
Netherlands IMGeo 3D ADE, Geonovum
Environmental Noise Directive
Statewide LoD1 & LoD2 Buildings in Germany
Sultanate of Bahrain, National 3D cadastre
Singapore is evaluating CityGML as national 3D standard
Further examples include Paris, Vienna, Brussels, Innsbruck, …
48
46. GeometryValidator for 3D
•Checks for solids with inverted faces, dangling surfaces, unsealed solids, etc
•Flag errors with meaningful attributes and geometric locations of the errors
•Chain multiple validators to isolate problems of interest (e.g 2d before 3d)
•Repair option for 3D surfaces and solids
49. Summary
FME support for 3D & CityGML workflows:
•Reading & writing CityGML and ADE’s
•Translation to / from other 2D or 3D format
•Transformation of schema and geometry
•Validation of schema, geometry and semantics
•Automation and enterprise services Publication of 3D data and analysis services
52. We live in a Physical World
•We live in a physical world
•We identify with physical objects
•Engineered structures are the focal point and jumping off point for all of the information needed by all of the roles that interact with that structure
•What is the value of this new paradigm?
53. How the New Paradigm Changes Things
•Reduce Costs
•Reduce Time
•Do things we Couldn’t do Before
•Make Information Accessible to More People
•Empower Business Owners and Subject Matter Experts
•Fewer licenses, less technical labor
•Avoid coordinated schema changes and software releases
•Real time updates, sensor integration, inferencing
•Easily merge and match any data related to an engineered structure
•Directly translate business concepts into IT concepts available on the Internet backbone
54. A Universal Index of the Physical World
•By treating CityGML as a 3D index to external databases, rather than as data, we can associate at least a million times more data with any structure modeled in CityGML
•By embedding RDF URIs in CityGML as semantic links to external semantic databases, we can create an agile, egalitarian, low-cost, and multidisciplinary uber-database, accessible to everyone over HTTP (no schemas, data models, release cycles, protocols, interfaces, etc.)
•RDF URIs are unambiguous references to things – no more “is this field in this database the same thing as that field in that database?” issues
•No more field formats, codelists, Entity Catalogs, Feature Classes
•Data is actionable the instant it is discovered, without the intervention of specifications and release cycles
•CityGML becomes a Universal Index of the Physical World
Nutshell: Don’t insert your data, insert URIs to your data!
55. The Value Proposition Of the Universal Index
•Engineering design tools like Revit will not have to become increasingly bloated to accommodate more and more “ancillary” data
•The data can be managed and kept current by subject matter experts
•Cooperation without coordination – merge and match information easily
•M2M “spiders” and “crawlers” can construct a sophisticated business context around the data and generate unique data products
56. The Power of the Universal Index
•The NTSB collected 34 DVDs and 5,400 pages of documents for this incident.
•You would not want to embed hyperlinks in CityGML for all of the documents.
•You would not want to cram all that ancillary data in an engineering design tool like Revit, either!
•Instead, you want to link the bridge to the documents, not the documents to the bridge
•This establishes a context.
•This can scale exponentially.
57. What We will Demonstrate
On August 1, 2007, the I-35W bridge in Minneapolis collapsed into the Mississippi River.
The NTSB collected over 5000 pages of documents and 34 DVDs of digital data on the accident.
This makes the bridge an excellent example to demonstrate that using CityGML as an index and embedding URIs in it scales much better (to Big Data scale) than storing hyperlinks and data in the BIM model itself.
58. What We Did for the Workshop: the Original Bridge
1.We built a digital BIM model of the bridge in Revit off of the original 1965 blueprints.
2.We transformed it into CityGML in FME Desktop.
3.We ontologized a substantial portion of the available documentary evidence.
4.We added URIs for the bridge ad eight of its components to the CityGML model.
5.We prepared exercises that use the SPARQL query language to explore the data relationships
6.We demonstrated that using the CityGML model as an index scales better and builds a richer business context than inserting hyperlinks and data into the model.
59. What We Did for Workshop: the New Bridge
•We also ontologized the Federal Highway Association’s Inspection Record for the replacement bridge (from an ASCII flat file into RDF).
•The National Bridge Inventory contains a yearly record for each of 300,000 bridges in the US.
•Each record contains 116 fields of data.
•We prepared SPARQL exercises to demonstrate the Universal Index approach provides context around otherwise stove-piped data sources like ASCII flat files and spreadsheets.
60. Tools Used in the Workshop
•Protégé – Visualize (and edit) ontologies
•Jena ARQ – perform SPARQL queries
•VirtualCityMap– Visualize CityGML and access embedded semantic links
•FME Desktop – Convert BIM to CityGML
•Revit – Visualize (and edit) bridge BIM
•Installation instructions are on the Rev-Mac Blog
61. I-35 Bridge Workflow: Revit to linked CityGML
1.Bridge BIM created in Revit by DBI Architects
2.Revit Extension - FME Exporter - creates .rvz file
3.FME Workspace: Revit .rvz to CityGML conversion with embedded component uri’s
4.VirtualCitySystems imports CityGML into their 3D City Database
5.RevMac – uses linked data tools / rdf to analyze embedded component data
63. DBI Architects, Inc.
•Washington DC Metro Area
•Commercial Interiors
•Private Sector
•Public Sector
(Security and Intelligence Agencies)
•Institutional Sectors
•Architecture
•Planning
•Emphasizing Design Technology
•Early Adopters of CAD and BIM Technology
•90% of projects in Autodesk Revit Architecture
•Integrating with BIM clients, partners, and vendors
•Focused on future use of BIM technology for use in A/E/C/O
64. The Model
Is ‘geometric representation of the original scanned construction document blueprints from 1965
All bridge ‘components’, (ie: concrete pilings, trusses, gusset plates, road surface, etc) were modeled utilizing Autodesk’s Revit Architecture platform.
No structural calculations or algorithms were ‘re- engineered’ within this digital model.
Intent for this exploration was not to digitally ‘re- construct’ each and every component, but to have a ‘geometric representation’ Building Information Model (BIM) to which we would illustrate how to externally link semantic data.
Creating the Digital I35W Bridge
66. Facts About the I35W Bridge
Construction began in 1965 – completed in 1967
Bridge collapse occurred on Aug 1, 2007
Over 1900 feet long
14 spans – 11 ‘Approach’ Spans (5 South, 6 North)
3 Main Spans
The 3 Main spans are “Deck-Truss” construction
(Structural steel beams support the roadway deck)
9 of the North and South spans are “Multi-Girder Steel”
(Concrete supported by steel I-beams)
2 of the North and South spans were simple Concrete slab
Center span is one single 458-foot steel arch truss with two concrete support piers on the North and South River banks. All other spans were 266 feet in length and were connected to the approach spans by a 38-foot cantilever
Each support pier had two load-bearing concrete pylons at either side capped with roller bearings.
Concrete roadway deck was approx. 113 feet wide and approx. 115 feet above the river
Failure Point – U10 Gusset Plate
69. I-35 Bridge Workflow: Revit to linked CityGML
1.Bridge BIM created in Revit by DBI Architects
2.Revit Extension - FME Exporter - creates .rvz file
3.FME Workspace: Revit .rvz to CityGML conversion with embedded component uri’s
4.VirtualCitySystems imports CityGML into their 3D City Database
5.RevMac – uses linked data tools / rdf to analyze embedded component data
70. Revit to CityGML Demo: FME Workspace
Read Revit .rvz file (from Revit->addins->FME Exporter)
Georeference / reproject
Schema mapping (feature type, attributes)
Set IDs to define object hierarchies
Set CityGML LOD and Role (lod4MultiSurface)
Add external references (uri’s)
Remove rivets
Write CityGML features
76. Conversion Challenges
•BIM too complex for most GIS applications
•Geo-referencing
•File size – instanced geometries (rivets)
•Schema mapping
•which source feature types match citygml ones
•find citygml feature types that are compatible across tools (VCS CityGML 1.0)
•External reference insertion
77. Conversion Solutions
•FME RVZ reader allows data view selection to limit complexity
•Offset transformers to align data
•FME enhancements
•performance and stability improvements
•64 bit FME improves scalability
•Limit to CityGML 1.0 feature types for now
•Use VolumeCalculator to find, remove rivets
•Creation and insertion of external references
78.
79. virtualcitySYSTEMS GmbH
CityGML Experts
•Consulting
•Training
•Software Solutions
•Vice-chair of the OGC CityGML SWG
FME Experts
•3D data transformations (to and from CityGML)
•FME training on CityGML/3D data
80. Why CityGML?
Urban Information Modeling
…is far more than the 3D visualization of reality
Geometry and its visual appearance is only one aspect of a real-world entity
Key issue: Semantic modelling
However: 3D City models are still often seen as being identical with 3D graphics models
e.g., KML/COLLADA, 3DS, 3D PDF, etc.
81. Exploring the I-35W Bridge
Key ideas:
•Database backend
•Web-based interface
•Link the bridge model to resources from the WWW
•Distributing/Sharing the data
85. It’s All About Context
•OK, you hyperlinked a document to a CityGML architectural component. Great!
•How do people understand your link in context?
•File naming convention?
•Annotation?
•Metadata schema?
•Thousand of elements, mostly null!
Answer: Use URIs, not hyperlinks!
87. The Universal Index of the Physical World IS Big Data for Urban Life!
Imagine billions of URIs in this picture, pointing to quintillions of triples!!!
88. CityGML as an Index of URIs Universal Index of the Physical World
•Agility (effortless merging and matching)
• Cooperation without Coordination
•Anyone Can say Anything About Anything (“AAA”)
•Polymorphism and “sets, not templates”
•Reduced Costs
•Text over HTTP: the Internet Backbone
•Fewer (or no) software licenses
•Fewer gatekeepers (DBAs, Enterprise Architects)
•Disambiguation
•URIs
•No stove-piped documents
•No more “Does X exist?”
•No more “I found Y. What is it about?”
Scalability (Big Data for 3D Urban Life)
89. Metcalfe’s Law
Metcalfe's law states that the value of a telecommunications network is proportional to the square of the number of connected users of the system (n2).
90. The Wheat (Rice) and the Chessboard
18,446,744,073,709,551,615 grains (Mt Everest)
The Wiseman asks as reward for his service to the Emperor to put one grain of rice in the first square on a chessboard
And double the number of grains in each succeeding square
Results in 2^63 grains!
91. Ray Kurzweil’s “Second Half of the Chessboard”
Big Data
Data
URIs
Database
Attributes
The
Computer
Is on the
Network
The
Network
Is the
Computer
CodeList
Feature
Classes
92. Linked Open Data Cloud
31 Billion Triples in 2011 (last time counted)
93. The Bridge in the Linked Open Data Cloud
The bridge component URIs can semantically link to billions of triples!
94. Why Use a Linked Data Solution?
The amount of data a software engineering design tool can hold
(and how much you could learn to access through menu options)
95. Why Use a Linked Data Solution?
The amount of data a linked data solution can hold
(potentially a billion times more!)
96. Why Use a Linked Data Solution?
The amount of data a linked data solution can hold
(potentially a billion times more!)
Benefits
•Constantly Updated
•Include/add comments
•Add comments to comments (allow for discussion threads)
•Attach correspondence, history, conversations
97. Linked Open Data Principles
•Use URIs to denote things.
•Use HTTP URIs so that these things can be referred to and looked up ("dereferenced") by people and user agents.
•Provide useful information about the thing when its URI is dereferenced, leveraging standards such as RDF, SPARQL.
•Include links to other related things (using their URIs) when publishing data on the Web.
98. LOD Principles in Action
•DBPedia URI for Bridge
•A Uniform Resource Identifier for the bridge
•http://dbpedia.org/resource/I-35W_Mississippi_River_bridge
•DBPedia URL for RDF data for the bridge
•A static file containing RDF triples about the bridge
•http://dbpedia.org/data/I-35W_Mississippi_River_bridge.n3
•Wikipedia URL for Bridge
•A human-readable HTML document
•http://en.wikipedia.org/wiki/I-35W_Mississippi_River_bridge
•DBPedia Sparql Endpoint
•Client must submit a SPARQL query
•http://dbpedia.org/sparql?q=“SELECT…”
99. An engineered structure is at the center of a large network of people who interact with it, each with different roles, responsibilities, abilities, and data
Contractors and Inspectors
Architects and Engineers
Building Owners/Facility Managers
Tenants/Occupants/Users
Engineered Structures Provide a Central Focal Point to Related Information
100. Software Tools and Data Sources Should Be Tied to Their Corresponding Engineered Structures
A software design and management tool should also be at the focus of this large network
Contractors and Inspectors
Architects and Engineers
Building Owners/Facility Managers
Tenants/Occupants/Users
101. Why it can Scale Infinitely
URI
URI
URI
URI
ONTOLOGY
Subject
Matter
Experts
Constantly updated and managed by SMEs
To Linked Data Sets
No Release Cycle
CityGML as Index
102. ETL
Database
ERP
CRM
GIS
BPM
Doc Mgmt
BI/ML
Analytics
Workflow
Transportation
E-Health
E-Gov
Utilities
Homeland Security
Energy
Public Safety
Maintenance/mgmt
Earth Sciences
URI
URI
URI
URI
URI
Tourism
•Wizard driven architecture
•Connects role-specific clouds of information
•All intersect in an engineered structure
To-Be Architecture
•Engineering design
•Browser based
•Server side and desktop software
Tools
Domains
103. Index (Card Catalog)
Each entry in the card catalog points to a much larger collection of words (an entire book)
104. URI
URI Objects let us link much more data!
Alex
Subject
vs
No “context” for “Donuts”
Recipe Info
Ingredients
Nutritional Info
Market Share Info
Triples Were Born To Point to Other Things Across the Internet
URI
Predicate
Literal
Donuts
Object
Likes
URI
Alex
Subject
URI
Predicate
URI
Donuts
Object
Likes
Much larger “context” for “Donuts”!
105. SPARQL Commands Bring Internet Resources to Your Desktop
DESCRIBE
Returns triples
SELECT
Returns bound variables (as text, JSON or XML)
ASK – perfect for alerts
Returns true/false
CONSTRUCT – perfect for sensors
Returns a graph of your own design
106. List of Public Ontologies That Help Link Other Ontologies
•VOID
•describes links between data sets
•SIOC (pronounced “shock”)
•describes software projects
•SourceForge, github, Maven, etc use it
•FOAF
•describes “friend of a friend”
•Used on thousands of websites; drupal module too.
•Dublin Core
•describes documents and the people related to them
•Author, publisher, contributor etc.
107. What Rev-Mac is Doing with CityGML and RDF
•Create wizard driven architecture that automates the creation of URIs in 3D engineering software
•Create wizard driven architecture that explores URIs, in 3D engineering software
•Create wizard driven architecture that allows people to edit, manage and add semantic links in 3D engineering software
108. The Power of RDF Context: Google Hit List v. Google Rich Snippets
Search “Lenses”
Web pages have no RDF in them
Google returns simple hit list
Movie sites have RDF embedded in their web pages (ignored by your browser)
Google returns awesome showtime chart!
Search “Movies at Reston Town Center”
109. The Power of RDF: Note the “callout box” on the right
111. Exercise 07 Return: Thousands of Triples! (This is just a snippet showing the Callout Box)
Just the triples that make the “Callout Box” are shown. Triples in many languages!
113. Polymorphism: What Else Could this Bridge Be?
•Bridge
•Structure
•Construction Project
•Disaster
•Asset
•Source of Noise Pollution
•Job Creator
•Infrastructure
•Evacuation Route
•Highway Segment
•Historical Monument
•Hazardous Area (Pedestrian-Free Zone)
•EPA Site
A Feature Class/Entity Catalog/Code List nightmare!!!!
114. Polymorphism: I am a…
•Son
•Husband
•Employee
•Owner
•Director
•Licensed Driver
•Licensed Ham
•All of these could be asserted on different sites
•RDF was made for this situation. Object oriented programming and relational databases were not!
115. Polymorphism: "Cooperation Without Coordination"
Classes
---------
owl:NamedIndividual
owl:Thing
<http://dbpedia.org/ontology/ArchitecturalStructure>
<http://umbel.org/umbel/rc/Bridge>
<http://dbpedia.org/ontology/RouteOfTransportation>
<http://umbel.org/umbel/rc/Building>
<http://www.opengis.net/gml/_Feature>
<http://schema.org/Place>
<http://dbpedia.org/ontology/Place>
<http://www.w3.org/2003/01/geo/wgs84_pos#SpatialThing>
<http://dbpedia.org/ontology/Wikidata:Q532>
<http://dbpedia.org/ontology/Bridge>
<http://www.ontologydesignpatterns.org/ont/d0.owl#Location>
<http://dbpedia.org/ontology/Infrastructure>
DBPedia recognizes 14 classes for the original bridge
Six are from other websites. No need to exchange schemas.
116. A Tale of Two Bridges
•The Original Bridge Fell
•Bridge
•Collapse Event
•Finite Element Analyses
•Documentary Evidence
•Force Summary Spreadsheet
•The New Bridge Gets Inspected Annually
•Bridge
•Inspection Event
•National Bridge Inventory Record
•116 Observations
117. Has Design Element
Design
Element
Field Report
Bridge
Bridge Component
Truss
Blueprint
FEA
FEA . . .
Ontology:
The Old Bridge
Gusset Plate
Design
Element
Analysis
Element
118. Thing
text
MT Guide
Nat’l Bridge Inventory Record
Nat’l Bridge Inspection
Record
Has Build Date
Civil Engineering Structure
Bridge
?
?
?/?
Observation
Ontology:
The New Bridge
Belongs to Bridge
Has Value
119. Protégé Class View (“Truss” Selected)
Note that there are 7 Individual Trusses modeled (the purple diamonds)
125. Return: Spreadsheet As-designed and as-failed Loads
Compare these values to the original Excel spreadsheet
But as RDF graph data it has context (bridge, author, date, FEA, Final Report, etc.)
127. NBI Encoding Guide (We ontologized it)
The ontologized document is now part of a much larger context
We can turn spreadsheets into RDF object graphs and vice- versa
But only as an RDF object graph can the data become part of a larger context
128. Alex - Review
•Our Team has Developed the answer to Integrating static objects with continuous updates from the web
•CityGML is the standard of the future and we are at the forefront of building a virtual world that is live
•Our world is complex – Rev-Mac can link it live
•What’s Next – Transitioning live models to Augmented Reality !
•Join us on our web site www.rev-mac.com
•http://www.rev- mac.com/bridge_workshop/index.html
129.
130. Summary
•CityGML - Ideal for 3D modeling and data exchange
•FME – Ideal tool to support 3D & CityGML with conversion, transformation and automation
•3D BIM data, once exported via CityGML, opens up a wide array of uses and applications
•Transforming the I-35 Bridge from BIM to CityGML with embedded uri’s frees BIM for many more uses
•CityGML as a universal index of the physical world
•Don’t insert your data, insert URIs to your data
•Linked models allow better management of complex infrastructure and its risks