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

Introduction

Robin Hagemans

Manager Data & Insights

Alliander IT

Alliander - Key Focus

4

Digital Transformation

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

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

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

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

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

Capability Analytics 1.0

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!

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

13

Capability 2.0

RT Analytics & Control

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!

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

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

17

(Future) Use Cases

A Key Use Case: IntellEvent

The Control center in Operational Excellent again!

Intelligent Interpretation & Action real-time MV Outages

DEMO