Teaching Plan

Industry Guest Lecture by

Kristin Lucie Munthe

Senior Vice Present, Statnett

Yan Zhang

Professor, University of Oslo

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

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

VIDEO: Introduction to the Course and Energy Informatics: overview

Sabita Maharjan

Associtate Professor, University of Oslo

Invited Guest Lecture by

?ystein Ulleberg

Principal Research Scientist, Institute for Energy Technology (IFE)

Associate Professor, University of Oslo

Director, MoZEES Research Center

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 686 8166 8688

Passcode: 451034

Energy Informatics: overview (II)

Renewable Energy Systems

http://www.ife.no/

Slides- Energy Informatics Overview II

Slides- Guest Lecture

LECTURE VIDEOS

Energy Informatics Overview II

Guest Lecture Part 1

Guest Lecture Part 2

Sabita Maharjan

Associtate Professor, University of Oslo

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 686 8166 8688

Passcode: 451034

Demand Response Management

Slides - Demand Response Management

LECTURE VIDEO

Demand Response Management

Sabita Maharjan

Associtate Professor, University of Oslo

Invited Guest Lecture

Matin Bagherpour, Senior Algorithm Design Expert, Nord Pool

Associate Professor, University of Oslo

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 686 8166 8688

Passcode: 451034

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

Slides- Guest Lecture

LECTURE VIDEOS

Energy Market and Game Theory

Guest Lecture

Info about dates for the final exam and group formation for the mandatory assignments

Sabita Maharjan

Associtate Professor, University of Oslo

Industry Guest Lecture by

Tor Kristian Gyland

CEO (Chief Executive Officer), Green Mountain

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 686 8166 8688

Passcode: 451034

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

Slides - Green Data Center

LECTURE VIDEO

Green Data Centers

Industry Guest Lecture by

Espen K?sin,  VP Services and Software, Embriq

Asle J?sund, Senior Consultant, Embriq

Sabita Maharjan

Associtate Professor, University of Oslo

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 686 8166 8688

Passcode: 451034

Digital Energy

www.embriq.no

Cloud/Fog Computing for Smart Grid

LECTURE VIDEO

Digital Energy

Slides - Cloud/Fog Computing for Smart Grid

LECTURE VIDEO

Cloud/Fog Computing for Smart Grid

Invited Guest Lecture by,

Frida Berglund, Consultant, Energy Markets & Strategy, DNV

Yan Zhang

Professor, University of Oslo

Physical teaching Seminar Room: Shell

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

Blockchain Technology and its Application in Energy Systems

https://www.dnv.com/power-renewables

Blockchain for Smart Grid

- cancelled-

Slides: Blockchain for Smart Grid

Video: Blockchain for Smart Grid

Yan Zhang

Professor, University of Oslo

Invited Guest Lecture by

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

NVE

Physical teaching Seminar Room: Shell

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

Smart Grid Privacy and Security

Digital Security for Smart Grid

www.nve.no

Slides: Smart Grid Privacy and Security

Video: Smart Grid Privacy and Security

Video: NVE guest talk

Yan Zhang

Professor, University of Oslo

Industry Guest Lecture by

Audun Tysnes

Data Scientist, VOLUE (originally Powel)

Boris Tistan

Group Manager AI, VOLUE (originally Powel)

Physical teaching Seminar Room: Shell

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

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

Building AI into Scalable Software in Smart Energy Systems

Slide: Machine Learning for Renewable Energy Forecasting

Video: Machine Learning for Renewable Energy Forecasting

- industry talk cancelled-

Yan Zhang

Professor, University of Oslo

Invited Guest Lecture

Senior Data & ML Scientist, HAGAL

Kjetil Th?gersen

Senior Data Scientist, Hagal AS; Researcher at the Njord Centre, Department of Physics, University of Oslo

Physical teaching Seminar Room: Shell

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

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

Machine Learning for Battery Technology with Use-case in Smart Grid

https://www.hagal.com/

Slide: Deep Learning for Renewable Energy Forecasting

Video: Deep Learning for Renewable Energy Forecasting

Note: professor's lecture and guest's lecture are in the same video. Guest's lecture from around 1 hour 10min

Yan Zhang

Professor, University of Oslo

Industry Guest Lecture by

Kristian Flikka, Data Science and Development, BKK

Physical teaching Seminar Room: Shell

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

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

AI for Time Series Data: an industry perspective

https://www.bkk.no/

Slide: Machine Learning for Time Series Data Analysis in Smart Grid

Video: Machine Learning for Time Series Data Analysis in Smart Grid

Video: AI for Time Series Data: an industry perspective

Invited Guest Lecture

Hans-Arno Jacobsen

Professor, Technical University of Munich, Germany

Frank Eliassen

Professor, University of Oslo

Yan Zhang

Professor, University of Oslo

Physical teaching Seminar Room: Shell

Digital teaching via Zoom:

Please click this link to Zoom meeting room 

Meeting ID: 661 5711 8103

Passcode: 123456

Research Directions in Energy Informatics

Information about oral exam

Q&A

Video: invited guest lecture on energy informatics

Slides: oral exam information