It’s All About Actionable Intelligence

Energy Data Analytics

Generating Value out of Energy Data

January 2016

Presentor: Marc De Mey

You Know Watt – Selected Facts & Figures

20170120 UWA - Possibilities Energy Data Analytics

Highly specialised Team

worldwide and exclusive

license on intellectual property for non-intrusive load monitoring (NILM)

6 staff located @ Brussels Technology & Innovation Incubator ICAB

Backed by professional investors, management and employees

Brussels’ university spin-off,

800 kEUR spent in R&D prior to launch;

1,500 kEUR invested by current shareholders

Commercialisation stage.

2

Partner

Data Analytics Across Utilities Value Chain - Generic

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Data Analytics Across Utilities Value Chain – You Know Watt

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N I L M

Load Recognition

F L E X

Load Shifting & Demand Response

A U D I T & V E R I F I C A T I O N

Consumption Monitoring & Automated Recommendations

A S S E T T R A C K I N G & C O N T R O L

Performance Monitoring & Intelligence

Different Perspectives, Same Questions

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What did I learn, what’s best?

What’s happening?

Why did it happen?

What could happen?

What action should I take?

Energy Supplier

Household-oriented

Energy Services Company

Distribution Network

Operator (DSO)

Private Energy Supplier

Business-oriented

Energy Services Company

Households

(end-consumer)

Companies

(end-consumer)

Answers given by Energy Data Management & Analytics

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user

interfaces

notifications

/ alarmsautomation

comfort

energy

efficiency

/ cost

savings

centralized

data

management

cloud

analytics

Risk

management

& safety

You Know Watt’s Data Analytics Approach

UWA - Possibilities Energy Data Analytics

WebWeb

Metering Analysis Service and visualisation

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You Know Watt’s Data Analytics Approach

UWA - Possibilities Energy Data Analytics

Metering

Multiple Options:

Proprietary local energy

meters, smart thermostats,

IoT devices

You Know Watt enabled

meters / energy loggers

DSO (smart) meters

and/or and/or

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You Know Watt’s Data Analytics Approach

UWA - Possibilities Energy Data Analytics

Analysis

Multiple Options:

Data Enrichment:

Location, weather,

family composition,

in-house user information…

Signal analysis for

non-intrusive appliance

identification, appliance usage

monitoring,

consumption calculation

Data Management,

Data Mining,

Data Analytics,

Data Science,

Machine Learning

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You Know Watt’s Data Analytics Approach

UWA - Possibilities Energy Data Analytics

Service and visualisation

Multiple Options:

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i 3

Paper-based documents:

informative invoices,

customised info, …

Messages:

automated actions

and/or notifications

by

email or mobile apps

Info-graphics:

attractive reports for computer

screens and mobile devices using

interactive widgets to catch users’

attention.

and/or and/or

Energy Data Analytics Case – Residential

UWA - Possibilities Energy Data Analytics

WebWeb

Metering Analysis Service and visualisation

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YKW-enabled

Energy logger

Signal analysis:

event detection,

event characterisation,

identification appliance components,

identification appliances,

calculation consumption

benchmarking

condition monitoring

Energy Data Analytics Case – Residential

UWA - Possibilities Energy Data Analytics

Metering Analysis Service and visualisation

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Data Enrichment:

+ location

+ outside temperature

Data science:

data cleansing

+ correlation analysis

+ algorithm developmentSmart thermostat sold

by energy retailer

Batch process for:

Clustering smart thermostat

users according to

housing insulation quality

& CV boiler efficiency

Energy Data Analytics Case – Residential

UWA - Possibilities Energy Data Analytics

Metering Analysis Service and visualisation

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Web

Central ventilation

system

+ sensors

Data Enrichment:

+ location

+ outside temperature

+ presence

+ user settings

+ user expectations

Data science:

data cleansing

+ correlation analysis

+ predictive analysis

+ signal analysis

+ algorithm development

Improved end-user comfort:

adaptive & interactive

ventilation system

Installer support:

anomalies notifications,

preventive maintenance

Web

Energy Data Analytics Case – Residential & Tertiary

UWA - Possibilities Energy Data Analytics

Metering Analysis Service and visualisation

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Web Web

Smart meter and/or

retrofit readers for

energy meters

Data Enrichment:

+ location

+ outside temperature

+ user input

Data science:

data cleansing

+ correlation analysis

+ benchmarking

+ algorithm development

Energy tips:mobile and web application + gamification

(increase use of locally generated

power,

showing changes in energy

consumption, potential origins,

proposed actions)

Energy Data Analytics Case – Commercial / Tertiary

UWA - Possibilities Energy Data Analytics

WebWeb

Metering Analysis Service and visualisation

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Data Enrichment:

+ presence employees

+ outside temperature

Data science:

data cleansing

+ correlation analysis

+ predictive analysis

+ algorithm development

Local meters for energy,

temperature & CO2

+ Energy Monitoring System

Building Monitoring System

…….

Brain picking:

analysis EMS reports

+ interviews energy auditors

Automated energy audit:

notifications by email,

supported by web application

(changes in energy

consumption, origins, proposed

actions)

preventive maintenance

To Assist You in Creating Value out of Energy Data

You Know Watt NV/SA

ICAB – Business & Technology Incubator

Witte Patersstraat 4 Rue des Pères Blancs

1040 Brussels (Etterbeek)

Belgium

+32 2 318 14 81

www.youknowwatt.eu

info@youknowwatt.eu

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