Deep reinforcement learning is an AI technique for choosing how to act in different situations repeatedly occurring over time. It has shown tremendous success in playing games, such as ATARI video games, chess, Go, and StarCraft, going as far as beating professional human players. While games present certain interesting scientific …
I was interviewed by Martijn Engelsman for a blog post on the website of our faculty on algorithms. I explained my vision on “A fair energy transition”. Mark Prins took my picture. Please see here for the complete blog.
Longjian Piao works on market design for DC distribution grids. Such grids are currently used only within single buildings, greenhouses, for street lamps, and on ships, but the rise of distributed generation (e.g. by solar panels) makes it interesting to also consider DC grids with multiple generators and users. If …
Distribution network operators are facing challenging times. The share of renewable generation is increasing, but this source of power generation is intermittent, while power needs to be balanced at all times. Simultaneously, there is an increase in demand, for example caused by electric cars, heat pumps and electric boilers, since …
Electricity markets have a fundamental flaw. Electrical energy is traded in (quartly) hourly slots (PTUs) and it does not matter when during this interval the energy is generated (or consumed). However, power generated needs to equal power consumed at all times. In the European synchronous zone, this leads to frequency …
The list of workshops for the ICAPS conference in Delft (June 25-26 2018) has been published. All have deadlines early March 2018 and notifications in April. Please click the links below for details. Acronym Workshop Organizers COPLAS Constraint Satisfaction Techniques for Planning and Scheduling Roman Bartak Miguel Salido HSDIP Heuristics …
The future energy systems needs smart algorithms. Matthijs Spaan and I spoke two hours about Smart Algorithms for Smart Grids (see presentation slides at Kivi or at SpeakerDeck) as part of the Data Science master class for engineers from the Kivi institute. Many intelligent systems aim to make sequences of …
This week my first journal paper with German Morales was published. It is titled Robust Unit Commitment with Dispatchable Wind Power and published open-access in the journal on Electric Power Systems Research. German joined our group as a post-doc on the Gaming beyond the Copper Plate (GCP) project, where he …