ETH Zurich :
Computer Science :
Pervasive Computing :
Distributed Systems :
Prof. Dr. Friedemann Mattern
Dr. Vlad Coroama
Where and when:
Wednesday, 13:15 – 15:00,
(Link to course catalogue)
The lecture covers the role of Information & Communication Technology (ICT) for sustainable energy usage. It starts out with a general background on the current landscape of energy generation and consumption and outlines concepts of the emerging smart grid. The lecture combines technologies from ubiquitous computing and traditional ICT with socio-economic and behavioral aspects and illustrates them with examples from actual applications.
Specific topics include:
- Background on energy generation and consumption; characteristics, potential, and limitations of renewable energy sources.
- Introduction to energy economics.
- Smart grid and smart metering infrastructures, virtual power plants, security challenges.
- Demand management and home automation using ubiquitous computing technologies.
- Changing consumer behavior with smart ICT.
- Benefits and challenges of a smart energy system.
- Smart heating, electric mobility.
Participants become familiar with the diverse challenges related to sustainable energy usage, understand the principles of a smart grid infrastructure and its applications, know the role of ubiquitous computing technologies, can explain the challenges regarding security and privacy, can reflect on the basic cues to induce changes in consumer behavior, develop a general understanding of the effects of a smart grid infrastructure on energy efficiency. Participants will apply the learnings in a course-accompanying project, which includes both programming and data analysis. The lecture further includes smaller interactive exercises, case studies, and practical examples.
Project and Grading
The larger course-accompanying project will start in the 3rd week of the semester and finish two weeks before the semester ends. It represents a compulsory continuous performance assessment task (i.e., ‘obligatorisches Leistungselement’), and is awarded a grade that counts towards the total course-unit grade. Not taking part in the project yields a grade of 1.0 for its share of the overall grade.
Project files (same login as slides):
Overall grading: 25% for the practical group project; 75% oral exam.
- Friedemann Mattern, Thorsten Staake, Markus Weiss
ICT for Green - How Computers Can Help Us to Conserve Energy.
Proc. of the 1st International Conference on Energy-Efficient Computing and Networking (e-Energy), ACM, pp. 1-10, April 2010.
- David MacKay
Sustainable Energy - Without the Hot Air.
Free online book, UIT Cambridge, UK, December 2008.
- International Energy Agency
Gadgets and Gigawatts - Policies for Energy Efficient Electronics.
Free online book, 2009.
- Ingo Stadler
Power Grid Balancing of Energy Systems With High Renewable Energy Penetration by Demand Response
Utilities Policy, Volume 16, Issue 2, pp. 90–98, June 2008.
- Colin McKerracher, Jacopo Torriti
Energy Consumption Feedback in Perspective: Integrating Australian Data to Meta-Analyses on In-Home Displays
Energy Efficiency, Volume 6, Issue 2, pp. 387-405, May 2013.
- Hunt Allcott, Sendhil Mullainathan
Behavior and Energy Policy
Science, Vol. 327, no. 5970, pp. 1204-1205, March 2010.
- Jessica M. Nolan, P. Wesley Schultz, Robert B. Cialdini, Noah J. Goldstein, Vladas Griskevicius
Normative social influence is underdetected
Personality and Sociol Psychology Bulletin, Vol. 34, no. 7, pp. 913-923, July 2008.
- Hans-Jürgen Appelrath, Henning Kagermann, Christoph Mayer (Eds.)
Future Energy Grid. Migration to the Internet of Energy
acatech STUDY, 2012.
- Therese Peffer, Marco Pritoni, Alan Meier, Cecilia Aragon, Daniel Perry
How people use thermostats in homes: A review
Building and Environment, Vol. 46, no. 12, pp. 2529-2541, June 2011.
- Jesse Jenkins, Ted Nordhaus, Michael Shellenberger
Energy emergence: Rebound and backfire as emergent phenomena
Breakthrough Institute, February 2011.
- Kenneth Gillingham, Matthew J. Kotchen, David S. Rapson, Gernot Wagner
Energy policy: The rebound effect is overplayed
Nature, Vol. 493, pp. 475-476, January 2013.
||Introduction: Energy and electricity, energy usage
Course-accompanying project: description
||Intro to the course-accompanying project; short Android tutorial
||World energy demand, electricity production
||Electricity: generation, transport, distribution
||Digitalisation for energy awareness, behavioural interventions
||The energy consumption of digitalisation (part 1)
||The energy consumption of digitalisation (part 2), non-intrusive load monitoring (NILM)
||NILM (part 2), smart heating (part 1)
||Smart heating (part 2), smart grid security, historic energy costs
||Abatement potential of digitalisation, rebound effects, digitalisation and sustainability
||Student project presentations
If you have questions regarding the lecture, please contact Vlad Coroama.