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2012 Grenoble Electrical Engineering Laboratory (G2Elab) Schneider Electric Utility Innovation 1 FROM FIT&FORGET TO #IoT DRIVEN DISTRIBUTION NETWORK THE IMPORTANCE OF STANDARDIZATION & DECENTRALIZATION Increase Summer School 2015 Gaspard Lebel - VPP & Smart Grid Innovation Gent – Belgium - July 15 th [email protected] gaspard-lebel @gaspardlebel

From fit&forget to #IoT driven distribution grids in @dream_smartgrid

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Page 1: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

2012Grenoble Electrical Engineering Laboratory (G2Elab)Schneider Electric Utility Innovation

• 1

FROM FIT&FORGET TO #IoT DRIVEN DISTRIBUTION NETWORKTHE IMPORTANCE OF STANDARDIZATION & DECENTRALIZATION

Increase Summer School 2015Gaspard Lebel - VPP & Smart Grid Innovation

Gent – Belgium - July 15th

[email protected] gaspard-lebel @gaspardlebel

Page 2: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

MSc in Energy systems and associated markets

First experience of Demand Response aggregationof TSOs services supply

Industrial PhD in ancillary services supply to the Utilities based on DER coordination (VPP)

From Business Analysis to Field Test demo.

Involvement in 3 European Projects & Innovation initiave.

Formal meeting with major European DSOs Innovation managers

Presentation

• 2

gaspard-lebel

[email protected]

@gaspardlebel

From

energym

arketanalysisto D

SO

soperation

@

Page 3: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases Foreword

Outline

The Smart Grid back in its context

The history of feeder automation & the illusion of100% Smart Grid functions roll-out

The decentralization & standardization as keyschallenges to come

The opportunity of SGAM standardization commitee forinteroperability

The application of decentralized Smart Grid functionsin

• 3

Grid Automation Roadmap Challenges Dream FP7 use cases SGAM

Page 4: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015 • 4

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Foreword

Page 5: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Foreword

The political & societal reality should be kept in mindfor any R&D contribution in Power Networks:

Decarbonisation of the power production assets

Trends of electrification of things to handle

(Heat Pumps, Electrical Vehicles)

… to be satisfied at the cheapest cost for the Society

• 5

Role of the Grid:

Minimization of the non feed-in energy through:

Maximization of market coupling

Power quality regulation & congestion management

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 6: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Foreword

Need for pragmatism & cost minimization at the scale of the public society

• 6

?3kW

x400hr

PV

Grid reinforcement

Hot water

+ Intelligence

Study EWI: 10%curtailment enablesto double the gridintegration ability

RES-E curtailment

Thermal Storage

+ Intelligence

Chemical Storage

/ /

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 7: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Foreword

• 7

Grid reinforcement

100%

+ +

90%

+ +

= x MWh/y

= z MWh/y

xz

?

Additional Capacity

Hot water

+ Intelligence/

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 8: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015 • 8

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Technical Road Map of Network Automation

Page 9: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Technical Road Map of Network Automation

• 9

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 10: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 11: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 12: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 13: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 14: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 15: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 16: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 17: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015 • 17

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Challenges

Page 18: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Challenges of decentralization

• 18

20172015Not yet really DSO-operated in FR

5% roll-out + highoperation delay (≈ 4hr)

No LV measurement neither DSO-controlled assets

No precise MV current& voltage sensors No MV/LV

OLTC

10-15% of remotellycontrolled switch gearBut:

Anectodal(100-150MW)

Full feeder automation capability coming soon……but with which roll-out?

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 19: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

100% Smart Grid roll-out scenario

100% of:

Smart Meters :

MV/LV substation RTU :

MV/LV OLTC :

+ Standardization cost, ICT cost, etc.

• 19

170 €+ 100 €+ 200 €

= 500 – 700 €

= 17 – 24 B€

per end-user

for ErDF

9 – 12* GW of on-shore wind power

*2€/W installed costFrance Sept. 2014:

8.8GW installed

100% Smart-Grid

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 20: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Challenges of decentralization

Blind LV networks especiallyfrom the DMS view

Only down the meters flexibilityavailable in the LV

Uncertainties around the Smart Meters

No short-term massive network automation roll-out

At short term, still surgicalaction of DSO for constraintmanagement

While technology is almost there!

• 20

Claim

Decentralized solution

Not DMS-related

Based on step-by-stepautomation

Involving the down the meters flexibility

unknown• Effective DSOs’ need?

• Interoperability

Centralized Real-time

delay in FR: ≈4hr

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 21: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Challenge of standardization

New paradigm & opportunity of standardization:

DSOs as private ICT network operator

= opportunity of ICT channel sharing to connect DER

DSOs as manager of non DSO-owned assets

= need for communication capability between RTUs & DERs

Perspective of too many DER to connect

= need for DMS & RTUs compliant connectivity

Presence of too large DER critical size to pay-back business-as-usualload controller

= opportunity of standardization for cost leverage through native protocol embedment.

• 21

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 22: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Challenge of standardization

Issue of going through the meter:

• 22

DMS

Power Power

ICT (PLC) ICT (RX/TX)

ICT (TCP/IP)

Regulatory issue

Server- 8-2

ADSL box

Energy BoxSmart MeterMV/LV RTU

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 23: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Challenge of standardization

Issue of going through the meter:

• 23

Power Power

ICT (PLC) ICT (RX/TX)

ICT (TCP/IP)

Server

- 8-2

ADSL box

Energy BoxSmart MeterMV/LV RTU

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 24: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015 • 24

SGAM

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 25: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Developped by under Mandate M/490 of the European Commission

Driver: « Interoperability is seen as a key enabler of Smart Grid »

Interoperabitily is not only technical

• 25

Arnaud Ulian Business Use Case definition

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

GridWise Architecture Council(GWAC)

Deliverable 2.1 Business Use Cases Definition and Requirements

Page 26: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Interoperability Layers

• 26

GridWise Architecture Council(GWAC)

SGAM

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 27: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Interoperability Layers

SGAM

• 27

Physical distribution of all participating components:System actors + power system equipment + network infra.

Protocols & mecanism for interoperable information exchange

Recap information exchanged between function, services &components

Represent the business view of the information exchangerelated to Smart Grid function

Describe function & services + their architectural relationship=> Function represented independantly from actors andphysical implementation Function = use case functionality

Info

rmat

ion

driv

en

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 28: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

• 28

Smart Grid Plane

Hierarchical level for the management of the electrical process –

thanks to information

Power System Managementelectrical process OR information management

Energy Conversion Chain

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 29: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

• 29

DG only (MV)

Prosumer (DG+DR)

Physical process & associated equipment(generators, transformers, cables, loads)

Protection, Control & Monitoring equipment(protec. Relays, bay controllers, RTUs, etc.)

Companies’ commercial & org. processes and services (asset manag. work force manag.,

customer relation, billing & procurement)

SCADA systems(DSM, ESM, VPP & DER controllers)

Adressable Markets(wholesale, retail, ancillary services, etc.)

Aggregation entities(data concentration, functionnal aggregation, etc.)

Smart Grid Plane

Real-time functions

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 30: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

• 30

x

SGAM Framework

Smart GridPlane

Interoperability Layers

SGAM Framework

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 31: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

• 31

SGAM Framework

SGAM Framework

Development methodology

1

2

3

5

4

Use case

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 32: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Application of SGAM on a use case of Reactive Power

Control based on DER

• 32

1 Component Layer

CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture – November 2012

Example:

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 33: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Application of SGAM on a use case of Reactive Power

Control based on DER

• 33

1

2

Component Layer

Business Layer

CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture – November 2012

Example:

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 34: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Application of SGAM on a use case of Reactive Power

Control based on DER

• 34

1

2

3

Component Layer

Business Layer

Function Layer

CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture – November 2012

Example:

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 35: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Application of SGAM on a use case of Reactive Power

Control based on DER

• 35

1

2

3

4

Component Layer

Business Layer

Function Layer

Information Layer

CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture – November 2012

Example:

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 36: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Application of SGAM on a use case of Reactive Power

Control based on DER

• 36

1

2

3

4

Component Layer

Business Layer

Function Layer

Information Layer

CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture – November 2012

Example:

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 37: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

SGAM

Application of SGAM on a use case of Reactive Power

Control based on DER

• 37

1

2

3

5

4

Component Layer

Business Layer

Function Layer

Information Layer

Communication Layer

CEN-CENELEC-ETSI Smart Grid Coordination Group Smart Grid Reference Architecture – November 2012

Example:

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Page 38: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015 • 38

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

Page 39: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

Network Operation Driver: - assuming a 2015 network

• 39

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Decentralized solution

Not DMS-related

Based on step-by-stepautomation

Involving the down the metersflexibility

Over voltage feedback

Assets Management Driver:

- solve LV voltage violation induced by PV

Voltage violation on the distribution network are induced by PV

80% of PV connection points occur in LV Grids

The LV is a « blind word »

Paradigm:

Page 40: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

3 Secondary Substation RTU

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

• 40

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Over voltage feedback

Material:

Process

#IoT connected LV voltage sensor17

8

Smart Metering 10

MV/LV OLTC

End-user Energy Boxes

9

11 Distributed Generation Curtailment Controller

OR:

OPTIONNAL:

11

8

10

9

3

3

1717

Page 41: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

• 41

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Over voltage feedback

Process

11

8

10

9

3

3

1717

Page 42: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

• 42

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Over voltage feedback

11

8

10

9

3

3

1717

€ €

Process

Page 43: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

• 43

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Over voltage feedback

11

8

10

9

3

3

1717

Process

Page 44: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

• 44

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

Over voltage feedback

11

8

10

9

3

3

1717

Process

Page 45: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

• 45

0 20 40 60 80 100 120 140 160 180 200

1

1.01

1.02

1.03

1.04

1.05

NodesV

olta

ge (

pu)

Voltage profile in the MV network, h=1.30pm

Network losses minimization on a real

MV network

ErDF profiles, S26,j4 (last week of June, 2011)

0 2 4 6 8 10 120.98

1

1.02

1.04

1.06

1.08

1.1

Nodes

Vol

tage

(pu

)

Voltage profile along the LV network, h=1.30pm

Phase 1Phase 2Phase 3

Vadm=[0,91;1,070]

2 4 6 8 10 120.98

1

1.02

1.04

1.06

1.08

1.1

Nodes

Vol

tage

(pu

)

Voltage profile along the LV network, h=1.30pm

Phase 1Phase 2Phase 3

Vadm=[0,91;1,035]

Solution: Determination of the MV admissible voltag e ranges at the critical MV/LV substations

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

At MV/LV transformers… Are voltage profiles

compliant down the LV feeders?0,91 pu

1,070 pu

0,91 pu

1,035 pu

1,040 pu

© E.Vanet, G2Elab

No

Should be used instead

LV still ok?

Page 46: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

• 46

0 20 40 60 80 100 120 140 160 180 200

1

1.01

1.02

1.03

1.04

1.05

NodesV

olta

ge (

pu)

Voltage profile in the MV network, h=1.30pm

0,91 pu

1,070 pu

2 4 6 8 10 120.98

1

1.02

1.04

1.06

1.08

1.1

Nodes

Vol

tage

(pu

)

Voltage profile along the LV network, h=1.30pm

Phase 1Phase 2Phase 3

Vadm=[0,91;1,035]

-0.01 -0.005 0 0.005 0.01 0.015 0.02 0.025

0

10

20

30

MV admissible voltage ranges with respect to DER activation

Flexibility amount (pu)

Bid

Pric

e (c

€)

0.9

1

0.9

0.92

0.94

0.96

0.98

1

1.02

1.04

0.9

0.92

0.94

0.96

0.98

1

1.02

1.04

0.9

0.92

0.94

0.96

0.98

1

1.02

1.04

0.9

0.95

1

1.05

MV

adm

issi

ble

volta

ge r

ange

(pu

)

+ Step-by-step LV DER

activation process

LV4MV:A CONCEPT OF VOLTAGE MANAGEMENT USING DER FLEXIBILITY

At MV/LV transformers… Are voltage profiles

compliant down the LV feeders?

Solution: Determination of the MV admissible voltag e ranges at the critical MV/LV substations

Network losses minimization on a real

MV network

ErDF profiles, S26,j4 (last week of June, 2011)

© E.Vanet, G2Elab

Vadm=[0,91;1,050]

Activating 0.016pu of Flexibility for 0.29€ enable to increase the MV admissible voltage range

0,91 pu

1,035 pu

1,040 pu

Page 47: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015 • 47

Foreword | Grid Automation Roadmap | Challenges | SGAM | Dream FP7 use cases

DER-coordinated self-healing

Page 48: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 49: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 50: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Page 51: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Be Smart-Grid-Pragmatic

Conclusion

Page 52: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Thanks for your attention

Page 53: From fit&forget to #IoT driven distribution grids in @dream_smartgrid

Gaspard Lebel | G2Elab | Schneider Electric Innovation | July 2015

Open Discussion