Teaching Plan

Industry Guest Lecture by
Kjerstin Bakke,

Head of Market Design , Statnett

Frank Eliassen

Professor, University of Oslo

Power Market: The Green revolution and the role of ICT

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

Introduction to the Course

Energy Informatics: overview

Power market - the green revolution

Introduction to Course

Energy Informatics Overview I

Frank Eliassen

Professor, University of Oslo

Invited Guest Lecture by

Oystein Ulleberg

Principal Research Scientist, Institute for Energy Technology (IFE)

Associate Professor, University of Oslo

Director, MoZEES Research Center

Energy Informatics: overview (II)

Renewable Energy Systems

http://www.ife.no/

Energy Informatics Overview II

Renewable Energy Systems

Frank Eliassen

Professor, University of Oslo

Industry Guest Lecture by

Kari Dalen

Senior Advisor, System and Balancing Services, Statnett

OJD, Seminar room Python

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

Guest Lecture

Matin Bagherpour, Senior Algorithm Design Expert, Nord Pool

Associate Professor, University of Oslo

OJD, Seminar room Python

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/

Slides - Energy Market and Game Theory

Guest Lecture Slides - Market Power in Electricity Markets

Shiliang Zhang

Postdoctoral fellow, University of Oslo

Industry Guest Lecture by

Anja Beate Andersen

Energy & Sustainability Advisor , Green Mountain

OJD, Seminar room Python

Green Data Center

Green Mountain: industry perspective in designing and operating green data centers

http://www.greenmountain.no/

Note : a brief introduction can be found at:

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

Green Data Center

Guest Lecture: Industry Perspective in Design and Operating Green Datacenter

Industry Guest Lecture by

Espen Kåsin,  VP Services and Software, Embriq

Asle Jåsund , Senior Consultant, Embriq

Yan Zhang

Professor, University of Oslo

OJD, Seminar room Python

Digital Energy

www.embriq.no

Cloud/Fog Computing for Smart Grid

(Lecture given via Zoom)

Slides

Industry Guest Lecture by

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

Frank Eliassen

Professor, University of Oslo

OJD, Seminar room Python

Digital Security for Smart Grids

www.nve.no

Smart Grid Privacy and Security

Slides Digital Security for Smart Grids

Slides Smart Grid Privacy and Security

Frank Eliassen

Professor, University of Oslo

Invited Guest Lecture by

Rune Bøen, Chief Data Officer, Becour

OJD, Seminar room Python

Blockchain for Smart Grids

Blockchain for Smart Energy Systems: an Industry Perspective

https://becour.com/

Sabita Maharjan

Professor, University of Oslo

Industry Guest Lecture by

Kjetil Thogersen

Data Scientist, Statkraft

OJD, Seminar room Python

Machine Learning for Renewable Energy Forecasting (eg, Linear regression, KNN, SVM)

Water, Weather and climate services for renewable energy production

https://www.statkraft.no/

Lecture 9 - Machine Learning for Energy Forecasting

Slides

Shiliang Zhang

Postdoctoral fellow, University of Oslo

Industry Guest Lecture by

Surender Redhu,

Data Scientist, Kongsberg Digital AS

OJD, Seminar room Python

Deep Learning for Renewable Energy Forecasting (eg, Artificial Neural Networks)

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

www.kongsbergdigital.com

Lecture - 10 - Deep Learning for Energy Forecasting

Guest Lecture 10 - Machine learning based Time Series Forecasting for Smart Grids

Shiliang Zhang

Postdoctoral fellow, University of Oslo

Industry Guest Lecture by

Christian Askvik-Hansen

CEO, Eviny

OJD, Seminar room Python

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

Designing an AI-driven Energy System

https://www.eviny.no/

Guest Lecture

Hans Arno Jacobsen

Professor, University of Toronto, Canada

Poushali Sengupta

PhD student, University of Oslo

OJD, Seminar room Python

Research Directions in Energy Informatics

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

Explainable AI

Guest Lecture: Data curation, sample reweighting, and energy-optimal
inference for higher user satisfaction

Lecture: Fundamental Concept of Explainable AI

Sabita Maharjan

Professor, University of Oslo, Norway

Information about oral exam

Q&A

Info about Oral Exam

Exam Schedule: Time Slots