Next-Generation Internet of ThingsDavid Palma <david.palma@ntnu.no>NGINO, NRC Sept. 2019

(http://www.thelmabiotel.com)

(U.S. Navy photo by John F. Williams/Released)

https://www.ericsson.com/assets/local/mobility-report/documents/2016/ericsson-mobility-report-november-2016.pdf

©Frank Kramer

20

Non-sta(onarycontextdata

Sta(onarycontextdata

Device1…n

T4

Predic'onmodelmanager

T1

Pred

ic(o

nsLearningmanager

T2

T3

Externalevents

Solarenergymodel

Energybuffermodel

Energyconsump4on

model

Trainingdatapolicies

Devicedata

Trainingdataset1..n

Devicedata

Trainingdatamanager T5

Trainingdata

1 2 3 n

Futureevents

(Forecasts)

Configura4onpolicies

Configura'onmanager

Planningmanager

Predic(ons

Devicedata

THANK YOU

David Palma(david.palma@ntnu.no)