Teaching Plan

Industry Guest Lecture by
Ane Elgesem

Team Manager, Market and System Development, Plan and Portfolio,
Statnett

Yan Zhang

Professor, University of Oslo

OJD, Seminarrom Postscript

Power Market: The Green revolution and the role of ICT

http://www.statnett.no/en/

Introduction to the Course

Energy Informatics: overview

Introduction to the Course

Energy Informatics: overview

Sabita Maharjan

Professor, University of Oslo

OJD, Seminarrom Postscript

Energy Informatics: overview (II)

Sabita Maharjan

Professor, University of Oslo

Industry Guest Lecture by

Kari Dalen

Seniorr?dgiver, System- og balansetjeneste, Statnett

OJD, Seminarrom Postscript

Demand Response Management

Demand Response: industry perspective

http://www.statnett.no/en/

Demand Response Management

Demand Response: Industry perspective

Sabita Maharjan

Professor, University of Oslo

Invited Guest Lecture

Matin Bagherpour, Senior Algorithm Design Expert, Nord Pool

Associate Professor, University of Oslo

OJD, Seminarrom Postscript

Energy Market and Game Theory

Information about group work and project assignments

Market Power in Electricity Markets

Please see the link below for more information about Nord Pool: https://www.nordpoolgroup.com/

Yan Zhang

Professor, University of Oslo

Industry Guest Lecture by

Ole Sten Volland

CTO, Green Mountain

OJD, Seminarrom Postscript

Green Data Center

Green Mountain: industry perspective in designing and operating green datacenter

http://www.greenmountain.no/

Note: a brief introduction can be found at:

https://www.youtube.com/watch?v=EaeokJECyIs

Industry Guest Lecture by

Espen K?sin,  VP Services and Software, Embriq

Asle J?sund, Senior Consultant, Embriq

Sabita Maharjan

Professor, University of Oslo

OJD, Seminarrom Postscript

Digital Energy

www.embriq.no

Cloud/Fog Computing for Smart Grid

Cloud/Fog Computing for Smart Grid

Industry Guest Lecture by

Janne Hagen, Special advisor (PhD); Contingency planning; Supervision and Contingency Planning, NVE

Yan Zhang

Professor, University of Oslo

OJD, Seminarrom Postscript

Digital Security for Smart Grid

www.nve.no

Smart Grid Privacy and Security

Smart Grid Privacy and Security

Yan Zhang

Professor, University of Oslo

Invited Guest Lecture by

Rune B?en, Chief Data Officer, Becour

OJD, Seminarrom Postscript

Blockchain for Smart Grid

Blockchain for Smart Energy Systems: an Industry Perspective

https://becour.com/

Yan Zhang

Professor, University of Oslo

Industry Guest Lecture by

Kjetil Th?gersen

Data Scientist, Statkraft

OJD, Seminarrom Postscript

Machine Learning for Renewable Energy Forecasting (e.g., Linear regression, KNN, SVM)

Water, Weather and climate services for renewable energy production

https://www.statkraft.no/

Machine Learning for Renewable Energy Forecasting

Yan Zhang

Professor, University of Oslo

Industry Guest Lecture by

Surender Redhu,

Data Scientist, Kongsberg Digital AS

OJD, Seminarrom Postscript

Deep Learning for Renewable Energy Forecasting (e.g., Artificial Neural Networks)

ML/DL for time-series forecasting on industrial real-time datasets

www.kongsbergdigital.com

Yan Zhang

Professor, University of Oslo

Industry Guest Lecture by

Christian Askvik-Hansen

Head of Data Science and Digital Development, Eviny

OJD, Seminarrom Postscript

Machine Learning for Time Series Data Analysis in Smart Grid (e.g., LR, MLR, ANN, Recurrent Neural Networks)

Designing a AI driven Energy System

https://www.eviny.no/

Invited Guest Lecture

Hans-Arno Jacobsen

Professor, Technical University of Munich, Germany

Frank Eliassen

Professor, University of Oslo

Yan Zhang

Professor, University of Oslo

OJD, Seminarrom Postscript

Research Directions in Energy Informatics

(note: the guest lecture will be given via Zoom)

Information about oral exam

Q&A

Research Directions in Energy Informatics

Information about oral exam