ASSET DATA MUST BE...Asset Management –Schiphol Knowledge Graph technology –TopQuadrant Partner...

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ASSET DATA MUST BE FAIR Assetmanagement met LD: een praktijkcasus bij Schiphol Jan Voskuil | Taxonic PLDN, 22 januari 2020 Beeld en Geluid, Hilversum

Transcript of ASSET DATA MUST BE...Asset Management –Schiphol Knowledge Graph technology –TopQuadrant Partner...

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ASSET DATA MUST BE FAIRAssetmanagement met LD: een praktijkcasus bij Schiphol

Jan Voskuil | Taxonic

PLDN, 22 januari 2020

Beeld en Geluid, Hilversum

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WIE ZIJN WE

Founded: in 2012 with a strong commitment to model driven architectures and Linked Data

Asset Management – Schiphol

Knowledge Graph technology – TopQuadrant Partner

Jan Voskuil (PhD)

Semantic Web and FAIR Evangelist

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AGENDAWAAROM?

Schiphols situatie oud > nieuw

Onze visie; FAIR data is een must

Strategische overwegingen van Schiphol

DE CASUS VAN SCHIPHOL

Architectuur op hoofdlijnen

Uitdagingen

Doorontwikkeling

TOEKOMSTBEELD

Data-driven planning

Een herhaalbare oplossing

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WAAROM

SITUATIEONZE VISIESCHIPHOL: STRATEGIE EN AMBITIE

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MC 2019

Asset management geoutsourced

Aan 6 MCs

NIEUWE BUSINESSPROCESSEN

MC verantwoordelijk voor configuratie en informatie

PROBLEMATIEK: DATA OP ORDE

DIGITALE AMBITIES

Visie op data

Aansluiten op de markt

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Definition

Asset management is:

> A systematic approach to the realization of value from assets,

> Over their whole life cycle—including design, construction, commissioning, operating, maintaining, repairing, modifying, replacing and decommissioning or disposal—of physical and infrastructure assets

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ASSET MANAGEMENT

PER DEFINITIE:

EVIDENCE BASED>Data

>Analytics

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Function

Traffic Throughput

Asset Type

Road segment

Performance

Degradation

Inspection | Sensors

Load, wear and tear

Capacity

Remaining Useful Life

Asset Usage

Predictive maintenance

CONFIGURATION CURRENT STATUS PREDICTIVE

CONTRIBUTION TOWARDS ASSET MANAGEMENT OBJECTIVES

FUNCTIONAL

PHYSICAL

STATIC DATA DYNAMIC DATA DERIVED DATA

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Leveranciers

VEEL PARTIJEN HEBBEN RELEVANTE DATARelevant, maar onmogelijk te gebruiken

Partijen binnen Schiphol

Kennisinstituten

Brandweer

Aannemers

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WAAROM

SITUATIE ONZE VISIESCHIPHOL: STRATEGIE EN AMBITIE

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Source: Data Science Report 2016, CrowdFlower, 2016: http://visit.crowdflower.com/rs/416-ZBE-142/images/CrowdFlower_DataScienceReport_2016.pdf

THE DATA PROBLEM IS UNIVERSAL

80%

DATA WRANGLING

USEFUL WORK

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FAIRLet’s aim for:

20% data wrangling

80% useful work

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FAIR Principles> Findable

> Accessible

> Interoperable

> Reusable

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Conference of European

Directors of Roads

OTL

Object Type Library

Ontology in OWL (and SHACL) specialized for asset management purposes

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STANDARDS IN THE MAKING

NETHERLANDSCOINS [OWL + proprietary interpretation]

NEN NTA 8035 [OWL, SHACL]

GWSW [OTL for urban water management]

BGT [LOD and GIS combined (Kadaster)]

IMBOR [Management of Public Space]

OTLs published by:

RWS, ProRail, … (many will follow, soon)

INTERNATIONALLYLinked Building Data [W3C]

buildingSMART [IFC-OWL > ¿native RDF?]

CEN TC442ISO 21597 ICDD

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WAAROM

SITUATIE ONZE VISIESCHIPHOL: STRATEGIE EN AMBITIE

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Alle

assetinformatie

in samenhang

benaderbaar

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Alle

assetinformatie

in samenhang

benaderbaar

Ontkoppeling

data en

systemen

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DE SCHIPHOL CASEARCHITECTUUR | UITDAGINGEN | DOORONTWIKKELING

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MAIN

CONTR-

ACTOR

CDV

Schiphol Data

Dictionary

OTL

APPS

Asset Info

Viewer

GIS DMS

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Doorontwikkeling>Projectdata (data drops, planning)

>Financiële data (cost management)

>Meerjarige conditiedata

>Eventdata (sensoren, IoT)

>Incidenten

>Locatiehiërarchie

>Functieinformatie

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TOEKOMST-BEELD

DATA-DRIVEN PLANNINGHERHAALBARE OPLOSSING

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>Integrated data platformFAIR principles

Relevant standards

>State of the art analyticsSpecific algorithms

Operational, tactical, strategic

XAM | ASSET MANAGER

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STANDARD CONNECTOR

XAM | ASSET MANAGER

XAM-MAP

MACOMI ANALYTICS PLATFORM

OPERATIONS SUPPORT

TACTICAL PLANNING

STRATEGIC PLANNING

DOWNSTREAM SYSTEMS

DATA QUALITY

360 DEGREE ASSET VIEW

XAM-ADHFAIR ASSET DATA HUB

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XAM-MAP | MACOMI ANALYTICS PLATFORM

OPERATIONS SUPPORT

TACTICAL PLANNING

STRATEGIC PLANNING

PREDICTIVE MAINTENANCE

Interactive dashboards

Genetic optimization Multi-agent simulation

Machine learning

Scenario modelling

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DANK!

Jan Voskuil

[email protected]