Selber - Ptich Hack4Climate

Community power

Peer-to-peer energy communities - internet of energy Hack4Climate in Bonn 2017

1

Selber - Ptich Hack4Climate

Peer-to-peer energy microgrid project

2

Selber - Ptich Hack4Climate

Market logic for electricity systems

3

Selber - Ptich Hack4Climate

Market logic households / communities

4

Selber - Ptich Hack4Climate

5

Data challenges (I): consumer types

Machine learning classifier

net present value > 0 ?

Selber - Ptich Hack4Climate

Implementation (I): solar profitability

6

Selber - Ptich Hack4Climate

Data challenges (II): production and consumption predictions (AI)

Environmental data (Irradiation,

Temperature)

El. Consumption (Smart-Meter)

N≅4000

El. Production (Smart-Meter)

N≅500

Tesla Superchargers (Smart-Meter)N≅10 / 1MW

Simulation model (runs on

super- computer)

Machine Learning

Model

Clustering of Consumer/Prosumer

Archetypes

Validation

Less

dat

a re

quire

d

24 hour ahead prediction

Microgrid performance

7

Selber - Ptich Hack4Climate

Implementation (II): customers / households frontend

Autarky

Autarky: 60%

Price: 20 Rp./ kWh

Price

Frontend Backend

Autarky

Price

Intelligence for personalized recommendations -> Business model challenge!

50%

8

Selber - Ptich Hack4Climate

9

Implementation (III): customers / investors in the community

Selber - Ptich Hack4Climate

Thanks for your attention …

.. and for helping spread peer-to-peer energy systems around the world with your hacks and community support!

10