Maria Bennet, sektionschef Vatten, ÅF

Hans Bjarnehed, säljchef STS, ÅF

Vattenstämman Helsingborg 2018-05-22

Virtuellt VA med digitala tvillingar

Digitaliseringens möjligheterPraktisk tillämpning av digitala tvillingarDiskutera framtida digitaliseringen av VA-branschen

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One thing is for sure…

few things are used in the way they are designed

Digital Twin

Value

Digital twin maturity level

Digital TwinPhysical Twin

Simulation model

AI

Object

5

Informationsflödet inom VA

Behov av integrering?

Bräddning

Arbetsordrar

Kemikaliedosering Journaler

Underhåll

Processmodeller

Processautomation

FlödesmodelleringVattenförbrukning

Sensorer Larm

ÖvervakningssystemLäckor

Analyser

Dimensionering

Kostnader

Maskindata

Energiförbrukning

Exceldata

Kondition ledningsnät

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Digital tvilling av vattnets kretslopp

Bild: Heby kommuns hemsida

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1939

1947

1955

1974

1989

2002

2018

DC

T

TC

PC

WWW

DT

The History of Digitalization

8

2002

2018

DT

The History and Future of Digital Twins

Affordable DT solutions

1939 1989

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1/3

Inte

llige

nce

Smart

Intelligent

Level 0

Digital model

of asset

The Digital Twin Levels

Level 2Diagnostics

of asset

Level 3Prognostics

of asset

Level 1Connected

asset

Level 4AI

Level 5Master

Smart

Smart

Intelligent

Value

Digital twin maturity level

Historical data

Use case: Digital TwinHigh level architecture

Integrations

User interface

Analytics engine

Algorithms & Data models

Data warehouse

Production related business systems

Water flows

Data source

Data source

Data source

Data source

Pumps

Data source

Data source

Data source

Data source

Chemicals

Data source

Data source

Data source

Data source

Missing data

?

Digital Twin: Operator view

Online data in real time

Temperature

Time

RMP

Momentum

Power

Etc..

ServiceorderEstimated failure

dateStatus

Recommendedservice date

35678876 -55-A-COG 24-dec-17 Resolved

86677-67-A-BEARING 10-feb-18 Not in stock/Ordered 3e-15de-jan-18

334328765-B-COG 12-feb-18 Declined 3e-15de-jan-18

ComponentEstimated

failure date

35678876 -55-A-COG 24-dec-17

86677-67-A-BEARING 10-feb-18

334328765-B-COG 12-feb-18

556698849-B-COG 12-juni-18

455688986-C-OIL 23-juni-18

TIME: 15:45 Date: 2018-01-24

ÅF CONTRIBUTES WITH SIMULATION ENGINEERING

— Götaälvbron, a steel bridge with concrete deck, was built

in Gothenburg 1939. 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.

Digital Twins Götaälvbron

Digital Twins RinghalsÅF 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:

Digital twinsRinghals

CORPORATE PRESENTATION 15

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.

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Intressenter- Beslutsfattare- Driftsingenjörer- Specialister

Systemintegrering- Drift- Klagomål- Miljöövervakning- Väder- Ekonomi- Organisation- Abetsmiljö- Kris- och beredskap

Simuleringsmodeller

Datalagring

Databaser

Ekonomisystem

IT-säkerhet

Klagomålshantering

Kris och beredskap

Prediktering

Processautomation

Övervakningssystem

DatabearbetningBemanning

LCA LCC

Digital tvilling

INTEGRERING AV SYSTEM

Dashboard BeslutsstödStrategier

Budget

Smarta nyckeltal

VisualiseringPrognostisering

Robusthet

Driftoptimering

Utmaningar- Datasäkerhet- IT beroende- IT mognad

Underhåll

Värde och nyttaBeslutsstöd för att- diagnostisera- prognostisera

Styrning distributionSMHI

DricksvattenDagvatten Avloppsvatten

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One other thing is for sure…

“the winner will be the one who master the data”

INDUSTRIAL DIGITALIZATION+

INDUSTRY COMPETENCE=

OPTIMIZED SUSTAINABLE VALUES