DW2020 Data Models - FIWARE Platform
0 likes225 views
The document outlines a webinar titled 'Data Models with the FIWARE Platform for the Water Sector', which took place on March 3, 2021, featuring various presenters discussing the FIWARE platform's architecture, its applications in smart solutions, and the concept of digital twins in water management. Key topics include the use of digital twins for real-time context representation, data integration across systems, and the creation of standardized data models for improved interoperability and innovation in the water sector. The event highlights FIWARE's role as a free, open-source technology that fosters collaboration and enhances data-driven decision-making.
DW2020 Data Models - FIWARE Platform
- 1. Data models with the FIWARE platform for the water sector Webinar organised by the DW2020 synergy group Wednesday 3 March, 2021 11.00-12.30 CET
- 2. Agenda Time Title Presenter 11.00-11.05 Welcome Lydia Vamvakeridou-Lyroudia (KWR/UNEXE) 11.05-11.10 Intro by EASME Violeta Kuzmickaite (EASME) 11.10-11.15 The DW2020 synergy group Nicolas Caradot (KWB) FIWARE architecture 11.15-11.30 The FIWARE platform/architecture Fernando López (FIWARE) 11.30-11.40 The NGSI-LD context broker Benoit Orihuela(EGM) Data models 11.40-11.50 EPANET-Water Distribution Networks Chris Sweetapple (UNEXE) 11.50-12.00 Raw water supply/aqueduct Panagiotis Kossieris(NTUA) 12.00-12.10 Waste Water Treatment Plant Sid Seshan (KWR) 12.10-12.20 Social media crawling Stelios Andreadis (CERTH) 12.20-12.30 Satellite imagery data Natasa Moumtzidou (CERTH) Discussion/Questions on the chat Moderator: Franck Le Gall (EGM)
- 3. The FIWARE platform / architecture • Fernando López – [email protected] • Working at FIWARE Foundation, e.V. (fiware.org), a Non-Profit organization based in Germany • Data platforms, IoT, AI/ML, Cloud, … • Principal Cloud Architect FIWARE Lab • FIWARE Security Analyst • FIWARE QA Manager • FIWARE TSC elected member
- 4. FIWARE, what is it? • Technology that is free, for all, for ever. • A growing Ecosystem around the technology. • A vibrant Community engaged in the success. • A Foundation bringing support and doing for the common good.
- 5. FIWARE provides the basis for development of smart solutions in multiple sectors Smart Solutions “powered by FIWARE” gather data from many different sources to build a “Digital Twin representation” of the real world (also referred as “context representation”) which is constantly analyzed and processed in order to automate processes or bring support to smart decisions Process / Analyze / Monitor Digital Twin representation Context (Real World) update actuation update notify / query
- 6. How FIWARE standards help boosting Innovation ▪ Right-time access to relevant context data using a standard API as the fuel for the services required. ▪ Replicability of solutions à Economies of scale à Sustainability of investments by solution providers. ▪ Interoperability within and across domains à Multi-side markets creation. ▪ Generating better insights by merge of data. ▪ Ability to define standard KPIs à Benchmarking and sharing of best practices. ▪ Opportunities for Data monetization. sensors Informatio n systems social networks
- 7. Digital Twins: an approach for integration at multiple levels Digital Twin representation Digital Twin representation Digital Twin representation Architecting Smart Solutions Integrating systems and data within organizations (system of systems) Sharing Data across organizations (Data Spaces) 3rd systems sensors Smart Solution System 3 System 4 System 1 System 2 Smart Water Smart City Smart Hospital Smart Energy
- 8. What are we referring to as Digital Twin? ▪ Digital Twin = Digital representation of an asset • Characterized by attributes □ Properties □ Relationships à Linked Data • Values of attributes may change over time (or not) • Typically have a location (but it is not a must requirement) ▪ (digital representation of) Context = Digital Twins Collection ▪ Cornerstone for the development of interoperable and replicable (portable) Smart Solutions: • Standard API for getting access to Digital Twin data (context) • Common Data Models associated to Digital Twin classes
- 9. Modeling Context using Digital Twins for Water … Tank • NH4 • NO3 • pH Blower • airflow • energy • pressure Attributes Off-gas Stack • N2O • CO2 • CH4 Entities (Digital Twins) Process / Analyze / Monitor Digital Twin representation Context (Real World) capture actuate update notify / query
- 10. FIWARE driving key standards: Digital Twin Data API – ETSI NGSI-LD API Process / Analyze / Monitor Digital Twin representation Context (Real World) capture actuate update notify / query Application/Service Context Broker ETSI NGSI-LD API Off-gas Stack • N2O • CO2 • CH4 Tank • NH4 • NO3 • Redox • pH Blower • airflow • energy • pressure
- 11. Digital Twin Data: the coin of exchange in Data Spaces Smart Water Smart Building Context Consumers Context Producers Smart City Context Consumers Context Broker Data Sharing Space Context Broker Context Broker Identity Provider
- 12. FIWARE driving key standards: Smart Data Models https://github.com/smart-data-models ▪ Collaborating with relevant organizations towards definition of common data models for multiple application domains: • Smart Cities • Smart Water • Smart Energy • … ▪ Rely on well-established de facto standards • schema.org • ETSI SAREF • IEC CIM in Energy • UNE 178503 for Tourism • …
- 13. Endorsement at global level: Relevant standard and industry bodies • ETSI Context Information Management API (NGSI-LD) standard. • GSMA Reference Architecture for IoT Big Data Ecosystem with NGSI-LD integration solution. • TMForum supports FIWARE NGSI for real-time access to context information in cities, collaborate in the creation of Data Marketplace platform components, and collaborate with Smart Data Models. • FIWARE Context Broker Technology (hence NGSI-LD) is a CEF (Connecting Europe Facility) Building Block recommended by the EC. • IUDX join the smart data models leading role in definition of data models for cities.
- 14. Mapping of FIWARE Generic Enablers Data/API Management Publication Monetization Core Context Management (Context Broker) Context Processing, Analysis, Visualization Interface to IoT, Robotics and 3rd systems Deployment tools Core Context Broker (Orion, Orion-LD, Scorpio, Stellio) Connection to the Internet of Things (IDAS, OpenMTC) Real-time processing of context events (Perseo) Handling authorization and access control to APIs (Keyrock, Wilma, APInf, AuthZForce) Publication and Monetization of Context Information (CKAN extensions, Data/API Biz Framework, IDRA) Creation of Application Dashboards (Wirecloud) Real-time Processing of media streams (Kurento, OpenVidu) Connection to robots (Fast RTPS, Micro-ROS, Micro XRCE-DDS) Cloud Edge (FogFlow) Connection to 3rd systems (Oliot-EPCIS, Domibus) Core Connectors (STH-Comet, Cygnus, Cosmos QuantumLeap, Draco)
- 15. Smart Organizations: Reference Architecture following a System of Systems approach (Smart Water) Turbidity systems … Flow Mgmt. Leakage control Water Quality Vertical solutions Deployed IoT networks, sensors machines, cameras, robots, … EPANET … Other information sources Weather services IdM & Access Control API Management and Biz Framework Extended Publication Platform (e.g., CKAN) Smart Water Management Services Processing Engines (Flink, Spark, …) AI Algorithms Big Data Algorithms Complex Event Processing IDAS NGSI-LD Agent Framework System Adapter … FIWARE Context Broker IoT platforms IoT Agent Cygnus / Draco / QuantumLeap History Data Stream Operation Dashboards GIS Wirecloud Mashup Apache Superset Advanced Data Maps TMForum Ecosystem Open APIs Data Marketplace (Data Economy support) Open Data Portal (supporting Right-time Datasets) 3rd organizations FIWARE Context Broker KPIs monitoring Raw Water • Flow • Turbidity • Real-time quality Wastewater Treatment • Intelligent control • Real-time data mgmt. Water Distribution • DMA • AMR • Water demand • Leakage detection Smart Metering • Engage citizens • Influence behavior • Efficient water mgmt. System Adapter System Adapter System Adapter System Adapter
- 16. Thank you for your attention Contact Information: Fernando López FIWARE Foundation, e.V. [email protected]