THE DUTCH PERSPECTIVE IN USING
INFORMATION AND ANALYTICS TO IMPROVE
PERFORMANCE
The Rail Asset Management challenge in Netherlands and the
value of information - IAM Annual Conference, Manchester
© Arcadis 2017
Introducing
Peter Dourlein
• Dutch Nationality
• Civil Engineering - University of Twente 2004
• Rail systems Engineering - Delft Toptech 2008
• Program Management – Arcadis Academy Oxford University - 2016
• Started as Maintenance Engineer Betuweroute, ProRail
• Asset Management Programme Rail, Arcadis Netherlands
• Project Manager IM Spoor and OTL Spoor, ProRail
• MIAM / Board Member AssetManagement Nederland
2
© Arcadis 2017
This presentation..
• The Dutch Railway challenge
• The value of information
• One common language
• Best practices
3
The Dutch Railway challenge
The dutch railway challenge
4
5
© Arcadis 2017
Movares &
ARCADIS
1995
BAM, Strukton &
Volker Stevin
Advice and
Engineering
companies
Rail Contractors
NS
Passengers & Stations
NS, The National Railway Company, was divided into different business units
Asset manager
+ Traffic control
Carrier company
+ Real estate
6
© Arcadis 2017
Advice and
Engineering
companies
4 Maintenance
Contractors
GVB
Amsterdam
RET
Rotterdam
HTM
The Hague
Transport inspection agency
asset manager & network controller
29 passenger / freight
Carriers
Specified on next page -
Urban transport: Asset manager, network controller and transport company in one
Management concession &
output contract
Access
agreements
Framework
agreements
& Network
declaration
Transport concession &
output contract
2017
RTU
Utrecht
400+ Project
Contractors
7
© Arcadis 2017
Source: ProRail
8
© Arcadis 2017
Source: ProRail
9
© Arcadis 2017
Transition towards Performance based
maintenance
The Dutch Challenge
• Begin 2000’s: Punctuality dropped, while cost increased
• Change activity based railway maintenance market into more
effective performance based Maintenance related to serve the
commuter
• How to successfully implement this change into performance
based maintenance contracts.
10
© Arcadis 2017
Approach
• Don’t talk about it, just do it: Setting up ASSET Rail
• Apply life cycle knowledge and creating sustainable feedback
loop.
• Design a data driven and purpose streamlined organization that
meets the demands of ProRails ambition to keep Europe’s best
performance/cost ratio.
11 11
© Arcadis 2017
Focus on top goals reducing train
delays
0
100
200
300
400
500
600
700
800
2006 2007 2008 2009 2010 2011 2012 2013
DOT
UO
Effective service
provider
Proactive
Taking responsability
Cost effective
Performance based
Flexibility
Risk based
Partnership attitude
12
© Arcadis 2017
ProRails Result
• New sustainable player ASSET Rail: awarded the first performance based maintenance contracts in The
Netherlands, now 4 contracts totaling 1400 km network length (21%)
• Realizing sustainable maintenance costs reduction up to 40%
• Raising availability and safety levels without lowering remaining life span.
• New player is a catalyst for transition of total Dutch landscape
13
© Arcadis 2017
Rail Asset Managers: value of information
14
© Arcadis 2017
Spoordata.nl
15
© Arcadis 2017
One Common Language
16
© Arcadis 2017
OTL - One
common
language
17
© Arcadis 2017
18
One version of the truth: Informatie Model Spoor
One common language in the Dutch Rail sector
Source: ProRail
18
© Arcadis 2017
One information model for the entire railway sector
Source: ProRail
19
© Arcadis 2017
Focus on assets with the greatest
potential for savings
Collect data on the basis of well-
known failure mechanisms and
potential influencers.
Build a machine learning model for
predicting the asset condition
(MTBF). Validation of this model
using testdata.
understand current maintenance plans
and budgets
Model results used to optimize
maintenance plans.
Gain insight in multivariabel
correlations
Optimize effectiveness maintenance budget
20
© Arcadis 2017
From expert-judgement to data-driven decisions
5%
10%
10%
15%
20%
40%
Spoorstaaf
TypeDwarsligger
Engelsman
Bouwjaar
Hoek (HSW)
Belasting
(Tonnen)
Preventive
maintenance
QUALITATIVE: EXPERIENCE-BASED
% influence variable on the amount of failures
Predictive
Maintenance
In both
New
QUANTITATIVE: FACT-BASED
% influence variable on the amount of failures
5%
5%
6%
7%
7%
7%
8%
8%
10%
11%
13%
13%
DeltaHoogteAHN2
Grondsoort
LeeftijdSteller
LeeftijdTong
TonnenGoederen
LeeftijdWissel
Hoek
LeeftijdPuntstuk
TonnenReizigers
Engelsman
StoringenVorigJaar
Geocode
Business
question
Analyse
Business question
Visualisation &
Data enrichment
Model
Datacollection &
Data-audit
Evaluate
Number of trains
Asset parameter 1
Age
Type of switch
Asset parameter 2
Type of rail
Location
Last disruption
Type of switch
Number of trains
Age part 1
Asset parameter 1
Age part 2
Load
Age part 2
Age part 2
External parameter 1
External parameter 2
21
© Arcadis 2017
Collect (sensor) data
Detect abnormal patterns.
Depending on the type of
problem this is repeated yearly,
weekly or even in real time.
Identify upcoming failures
Perform preventive
inspections / repair and
prevent malfunctions
Prevent unplanned disruptions
Slippery rail
22
© Arcadis 2017
Business
question
Analyse
Business question
Visualisation &
Data enrichment
Model
Datacollection &
Data-audit
Evaluate
23
© Arcadis 2017
Recap
• Typically Dutch: Polderen, one common language helps
• The systematic nature of rail systems carries great potential for
digital design, construction, operation and maintenance in the
Netherlands
• Asset Management is currently the big push for (B)IM in the
Dutch rail industry
• Rail is a system within a bigger (environmental) system.
Disclaimer: a significant amount of the content is based on personal observations
24
© Arcadis 2017
Future Proof:
It is not the strongest of the species that survives,
nor the most intelligent, but the one most
responsive to change.” – Leon C. Megginson
25
© Arcadis 2017
Questions?
26
© Arcadis 2017
CONTACTS
PETER DOURLEIN
Programme Manager
Infrastructure
T +31 (0)88 426 1225
M +31 (0)6 2706 0486
E peter.dourlein@arcadis.com
Arcadis
Piet Mondriaanlaan 26
P.O.Box 220
3800 AE Amersfoort, The Netherlands
27
© Arcadis 2017
Arcadis.
Improving quality of life.
28

Stream B_Peter Dourlein

  • 1.
    THE DUTCH PERSPECTIVEIN USING INFORMATION AND ANALYTICS TO IMPROVE PERFORMANCE The Rail Asset Management challenge in Netherlands and the value of information - IAM Annual Conference, Manchester
  • 2.
    © Arcadis 2017 Introducing PeterDourlein • Dutch Nationality • Civil Engineering - University of Twente 2004 • Rail systems Engineering - Delft Toptech 2008 • Program Management – Arcadis Academy Oxford University - 2016 • Started as Maintenance Engineer Betuweroute, ProRail • Asset Management Programme Rail, Arcadis Netherlands • Project Manager IM Spoor and OTL Spoor, ProRail • MIAM / Board Member AssetManagement Nederland 2
  • 3.
    © Arcadis 2017 Thispresentation.. • The Dutch Railway challenge • The value of information • One common language • Best practices 3
  • 4.
    The Dutch Railwaychallenge The dutch railway challenge 4
  • 5.
  • 6.
    © Arcadis 2017 Movares& ARCADIS 1995 BAM, Strukton & Volker Stevin Advice and Engineering companies Rail Contractors NS Passengers & Stations NS, The National Railway Company, was divided into different business units Asset manager + Traffic control Carrier company + Real estate 6
  • 7.
    © Arcadis 2017 Adviceand Engineering companies 4 Maintenance Contractors GVB Amsterdam RET Rotterdam HTM The Hague Transport inspection agency asset manager & network controller 29 passenger / freight Carriers Specified on next page - Urban transport: Asset manager, network controller and transport company in one Management concession & output contract Access agreements Framework agreements & Network declaration Transport concession & output contract 2017 RTU Utrecht 400+ Project Contractors 7
  • 8.
  • 9.
  • 10.
    © Arcadis 2017 Transitiontowards Performance based maintenance The Dutch Challenge • Begin 2000’s: Punctuality dropped, while cost increased • Change activity based railway maintenance market into more effective performance based Maintenance related to serve the commuter • How to successfully implement this change into performance based maintenance contracts. 10
  • 11.
    © Arcadis 2017 Approach •Don’t talk about it, just do it: Setting up ASSET Rail • Apply life cycle knowledge and creating sustainable feedback loop. • Design a data driven and purpose streamlined organization that meets the demands of ProRails ambition to keep Europe’s best performance/cost ratio. 11 11
  • 12.
    © Arcadis 2017 Focuson top goals reducing train delays 0 100 200 300 400 500 600 700 800 2006 2007 2008 2009 2010 2011 2012 2013 DOT UO Effective service provider Proactive Taking responsability Cost effective Performance based Flexibility Risk based Partnership attitude 12
  • 13.
    © Arcadis 2017 ProRailsResult • New sustainable player ASSET Rail: awarded the first performance based maintenance contracts in The Netherlands, now 4 contracts totaling 1400 km network length (21%) • Realizing sustainable maintenance costs reduction up to 40% • Raising availability and safety levels without lowering remaining life span. • New player is a catalyst for transition of total Dutch landscape 13
  • 14.
    © Arcadis 2017 RailAsset Managers: value of information 14
  • 15.
  • 16.
    © Arcadis 2017 OneCommon Language 16
  • 17.
    © Arcadis 2017 OTL- One common language 17
  • 18.
    © Arcadis 2017 18 Oneversion of the truth: Informatie Model Spoor One common language in the Dutch Rail sector Source: ProRail 18
  • 19.
    © Arcadis 2017 Oneinformation model for the entire railway sector Source: ProRail 19
  • 20.
    © Arcadis 2017 Focuson assets with the greatest potential for savings Collect data on the basis of well- known failure mechanisms and potential influencers. Build a machine learning model for predicting the asset condition (MTBF). Validation of this model using testdata. understand current maintenance plans and budgets Model results used to optimize maintenance plans. Gain insight in multivariabel correlations Optimize effectiveness maintenance budget 20
  • 21.
    © Arcadis 2017 Fromexpert-judgement to data-driven decisions 5% 10% 10% 15% 20% 40% Spoorstaaf TypeDwarsligger Engelsman Bouwjaar Hoek (HSW) Belasting (Tonnen) Preventive maintenance QUALITATIVE: EXPERIENCE-BASED % influence variable on the amount of failures Predictive Maintenance In both New QUANTITATIVE: FACT-BASED % influence variable on the amount of failures 5% 5% 6% 7% 7% 7% 8% 8% 10% 11% 13% 13% DeltaHoogteAHN2 Grondsoort LeeftijdSteller LeeftijdTong TonnenGoederen LeeftijdWissel Hoek LeeftijdPuntstuk TonnenReizigers Engelsman StoringenVorigJaar Geocode Business question Analyse Business question Visualisation & Data enrichment Model Datacollection & Data-audit Evaluate Number of trains Asset parameter 1 Age Type of switch Asset parameter 2 Type of rail Location Last disruption Type of switch Number of trains Age part 1 Asset parameter 1 Age part 2 Load Age part 2 Age part 2 External parameter 1 External parameter 2 21
  • 22.
    © Arcadis 2017 Collect(sensor) data Detect abnormal patterns. Depending on the type of problem this is repeated yearly, weekly or even in real time. Identify upcoming failures Perform preventive inspections / repair and prevent malfunctions Prevent unplanned disruptions Slippery rail 22
  • 23.
    © Arcadis 2017 Business question Analyse Businessquestion Visualisation & Data enrichment Model Datacollection & Data-audit Evaluate 23
  • 24.
    © Arcadis 2017 Recap •Typically Dutch: Polderen, one common language helps • The systematic nature of rail systems carries great potential for digital design, construction, operation and maintenance in the Netherlands • Asset Management is currently the big push for (B)IM in the Dutch rail industry • Rail is a system within a bigger (environmental) system. Disclaimer: a significant amount of the content is based on personal observations 24
  • 25.
    © Arcadis 2017 FutureProof: It is not the strongest of the species that survives, nor the most intelligent, but the one most responsive to change.” – Leon C. Megginson 25
  • 26.
  • 27.
    © Arcadis 2017 CONTACTS PETERDOURLEIN Programme Manager Infrastructure T +31 (0)88 426 1225 M +31 (0)6 2706 0486 E peter.dourlein@arcadis.com Arcadis Piet Mondriaanlaan 26 P.O.Box 220 3800 AE Amersfoort, The Netherlands 27
  • 28.