Virtuellt VA med digitala tvillingar

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1 Virtuellt VA med digitala tvillingar Digitaliseringens möjligheter Praktisk tillämpning av digitala tvillingar Diskutera framtida digitaliseringen av VA-branschen Maria Bennet, sektionschef Vatten, ÅF Hans Bjarnehed, säljchef STS, ÅF Vattenstämman Helsingborg

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3 One thing is for sure few things are used in the way they are designed 3

4 Digital Twin Value Physical Twin Digital Twin Object Simulation model AI Digital twin maturity level

5 Informationsflödet inom VA Underhåll Bräddning Processmodeller Sensorer Övervakningssystem Larm Arbetsordrar Kostnader Processautomation Analyser Kemikaliedosering Journaler Dimensionering Flödesmodellering Vattenförbrukning Läckor Energiförbrukning Exceldata Maskindata Kondition ledningsnät Behov av integrering? 5

6 Digital tvilling av vattnets kretslopp Bild: Heby kommuns hemsida 6

7 The History of Digitalization T PC DT DC TC WWW 7

8 The History and Future of Digital Twins DT Affordable DT solutions

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10 Intelligence The Digital Twin Levels Level 5 Master Level 4 AI Intelligent Value Level 3 Prognostics of asset Intelligent Level 2 Diagnostics of asset Smart Level 1 Connected asset Smart Level 0 Digital model of asset Smart Digital twin maturity level

11 Use case: Digital Twin High level architecture Historical data User interface Analytics engine Production related business systems Algorithms & models warehouse Integrations Water flows Pumps Chemicals Missing data?

12 Digital Twin: Operator view Temperature TIME: 15: Online data in real time Date: Component Estimated failure date A-COG 24-dec-17 Time RMP Momentum Power Etc A-BEARING B-COG B-COG C-OIL 10-feb feb juni juni-18 Serviceorder Estimated failure date Status A-COG 24-dec-17 Resolved Recommended service date A-BEARING 10-feb-18 Not in stock/ordered 3e-15de-jan B-COG 12-feb-18 Declined 3e-15de-jan-18

13 Digital Twins Götaälvbron ÅF CONTRIBUTES WITH SIMULATION ENGINEERING Götaälvbron, a steel bridge with concrete deck, was built in Gothenburg Main part of the steel structure is a digital twin. The structure is represented by simulation models (FEM) and fed with real input data measured from it s physical counterpart. ÅF has, among other things, contributed with state of the art simulation engineering related to validation and calibration of the digital twins model. The result is a simulation model that predicts structural damage, remaining service life and optimize the usage of the bridge.

14 Digital Twins Ringhals ÅF CONTRIBUTES WITH SIMULATION ENGINEERING Ringhals nuclear power plant, the largest power plant in Scandinavia, has digital twins of their turbine units 1, 3 and 4. They are represented by simulation models connected to the physical units and fed with real input data. ÅF has contributed with state of the art simulation engineering related to validation and calibration of the digital twins models. The result is a simulation model that predicts faults and optimizes electric power production. NyTeknik 2018:

15 Digital twins Ringhals ÅF CONTRIBUTES WITH SIMULATION ENGINEERING Ringhals nuclear power plant, the largest power plant in Scandinavia, has digital twins of their turbine units 1, 3 and 4. They are represented by simulation models connected to the physical units and fed with real input data. ÅF has contributed with state of the art simulation engineering related to validation and calibration of the digital twins models. The result is a simulation model that predicts faults and optimizes electric power production. CORPORATE PRESENTATION 15

16 Klagomålshantering Processautomation baser Kris och beredskap Dagvatten Övervakningssystem Digital tvilling INTEGRERING AV SYSTEM Budget Underhåll Ekonomisystem Simuleringsmodeller SMHI Dricksvatten Styrning distribution Driftoptimering Avloppsvatten Dashboard Beslutsstöd Robusthet IT-säkerhet Strategier Smarta nyckeltal bearbetning Bemanning Prognostisering Visualisering lagring Prediktering LCA LCC Värde och nytta Beslutsstöd för att - diagnostisera - prognostisera Intressenter - Beslutsfattare - Driftsingenjörer - Specialister Systemintegrering - Drift - Klagomål - Miljöövervakning - Väder - Ekonomi - Organisation - Abetsmiljö - Kris- och beredskap Utmaningar - säkerhet - IT beroende - IT mognad 16

17 One other thing is for sure the winner will be the one who master the data 17

18 INDUSTRIAL DIGITALIZATION + INDUSTRY COMPETENCE = OPTIMIZED SUSTAINABLE VALUES