big data - leveraging big data management and analytics to ... · value of data mastering the data...
TRANSCRIPT
![Page 1: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/1.jpg)
Robin Hagemans
Manager Data & Insights
Alliander IT
Big Data - leveraging big data management and analytics to drive operational excellence in the next phase of utility digital transformation
![Page 2: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/2.jpg)
Introduction
Robin Hagemans
Manager Data & Insights
Alliander IT
![Page 3: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/3.jpg)
Alliander - Key Focus
![Page 4: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/4.jpg)
4
Digital Transformation
![Page 5: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/5.jpg)
Increasing dynamics in the LV Distribution Grid
5
Different Challenge in what is the right Investment & Customer approach
High Volatility
Reliable Grid Services to our Customers
Poor Real Time measurements
Expanding Generation in LV
Facilitate & Connect
A Grid Operator needs better insight in behavior on Lower Voltage levels of the Grid
![Page 6: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/6.jpg)
Data &
Insight
Transactional
Data Geospatial
data
Real Time
Data
Our Starting Point for the Connected Utility
Telecommunications Network
Capability Advanced Analytics
We have made some progress
Time for Digital Transformation ?
More Robust BI Platform
Strategy driven Agile Portfolio
![Page 7: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/7.jpg)
Is Digital Transformation just Automation?
NODON’TKNOW?
Which problem do we have to solve?
Is automation the best solution or do we have an alternative?
We‘ve got a lot of legacy and technical dept.
We have to think twice about automation
Our companies are not Digitally born
![Page 8: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/8.jpg)
Best from two worlds!
A subtle balance in both challenging areas
Model where to Measure, Measure to improve the Model
Measure
behavior of
the system
Model
behavior of
the system
Building a Modeling Capability
Deep IT/OT Integration
Mastering the Data
![Page 9: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/9.jpg)
9
Many building blocks in the Digital Chain
SENSORS
REALTIMEDATA PLATFORM
PRESCRIPTIVE MODELS
DATA SCIENTIST
CONTROL ENGINEER
Real Integration of IT & OT
Is this the key to join Robustness & Agility?
Security Zones & Siting
SCADA
![Page 10: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/10.jpg)
Capability Analytics 1.0
![Page 11: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/11.jpg)
Analytics Factory – Developing Static Models
Innovate Validate Implement
AcademicNetwork
SuppliersOperationalCapacity (IT)
OperationsIT/Business
Visualisation
Algoritms
Dataviews
Source Data
Hardware
…from idea to application…..
The Fundament is Ready!
![Page 12: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/12.jpg)
IT Platform & ArchitectureOrganizing
Knowledge
Operational
ProcessesMision, Vision
Strategy
Portfolio-processOwnership & ResourcesPriotise from business
point of view
Data Governance‘Mastering the Data‘
Ability to control your data processes from A to Z
Most important aspectsfrom my own practise
Development & ValidationLearn to use insights
Jointly improve te models
Data Driven Ambition & Vision
Senior management commitment
Data Science as a Key Competence
Scope for the whole company (step by step)
IT Tools & LandscapeArchitecture & maintainability
already key in your development processes
KnowledgeAttractive to Data Talent
Network Practice & Science
![Page 13: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/13.jpg)
13
Capability 2.0
RT Analytics & Control
![Page 14: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/14.jpg)
Trust in
Value of Data
Mastering
the Data
A Platform to
manipulate data
Fast Cyclic
processes
Customer
Central System
Interaction
Knowledge
driven for
everyone
Challenged on
leadership
Never stop
asking!
Data is the new Asset for Grid companies
Big Data Management Across traditional borders
A challenging field to drive operational excellence!
![Page 15: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/15.jpg)
Real Time Data Analytics
Real- Time Data Platform
DMSGEO-MAPS CRM GRIDCALC
WARNING
Slimme
meter
QC
Q
C Continuïteit Energie
Kwaliteit Energie
Geo
Transaction
Smart
Cable
Guard
Q
Onder-
Station
QC
PFT
Gas
C
MSR
Q
PQ
(i,v)
Q
Storing-
verklikker
C
Internet
Of
Things
QC
….
QC
OUTAGEOK
OUTAGE
OK
OUTAGE
OK
WARNING
MORE
PRO-ACTIVE
BETTER
INSIGHT &
ADVICE
TODAY Some Years
ADVICE
ADVICE
C
Customer
Focus on improving Operational Grid Health
Creating an Advanced Traffic Light
SCADA
![Page 16: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/16.jpg)
Data
Connector
Event
Streaming
Publication
Event &
Contextdata
Storage
GridWorkforce
SCADADeviceplatform
Streaming Detection & Notifications
Timeframe(t)
Combination(t)
Aggregation over time
Combination Window
Real time relations
F(x)
A|B
#(t)
Real Time Data & Context Data all together
New & Existing (legacy) Tech a one data chain
![Page 17: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/17.jpg)
17
(Future) Use Cases
![Page 18: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/18.jpg)
A Key Use Case: IntellEvent
The Control center in Operational Excellent again!
Intelligent Interpretation & Action real-time MV Outages
DEMO
![Page 19: Big Data - leveraging big data management and analytics to ... · Value of Data Mastering the Data A Platform to manipulate data Fast Cyclic processes Customer Central System Interaction](https://reader033.vdocuments.us/reader033/viewer/2022042804/5f59d9425a727375d821414a/html5/thumbnails/19.jpg)