124 citations · 151 across the 8 of their papers we have counts for
12 papers
Modelling Regime Shifts in Continuous Intraday Electricity Markets with State-dependent Hawkes Processes
Ayoub Jhabli, Tarek AlSkaif, Kwabena E. Bennin +3
The growing importance of intraday trading in Europe, driven by the increasing penetration of renewable energy sources, has led to higher volatility and periods of market stress. U…
On future power system digital twins: A vision towards a standard architecture
Wouter Zomerdijk, Peter Palensky, Tarek AlSkaif +1
The energy sector's digital transformation brings mutually dependent communication and energy infrastructure, tightening the relationship between the physical and the digital world…
Conformal Prediction for Stochastic Decision-Making of PV Power in Electricity Markets
Yvet Renkema, Nico Brinkel, Tarek Alskaif
This paper studies the use of conformal prediction (CP), an emerging probabilistic forecasting method, for day-ahead photovoltaic power predictions to enhance participation in elec…
A semantic web approach to uplift decentralized household energy data
Jiantao Wu, Fabrizio Orlandi, Tarek AlSkaif +2
In a decentralized household energy system comprised of various devices such as home appliances, electric vehicles, and solar panels, end-users are able to dig deeper into the syst…
Keep it green, simple and socially fair: a choice experiment on prosumers' preferences for peer to peer electricity trading in the Netherlands
Elena Georgarakis, Thomas Bauwens, Anne-Marie Pronk +1
While the potential for peer-to-peer electricity trading, where households trade surplus electricity with peers in a local energy market, is rapidly growing, the drivers of partici…
Ontology Modeling for Decentralized Household Energy Systems
Jiantao Wu, Fabrizio Orlandi, Tarek AlSkaif +2
In a decentralized household energy system consisting of various devices such as washing machines, heat pumps, and solar panels, understanding the electric energy consumption and p…
Impact of Load Demand Dataset Characteristics on Clustering Validation Indices
Mayank Jain, Mukta Jain, Tarek AlSkaif +1
With the inclusion of smart meters, electricity load consumption data can be fetched for individual consumer buildings at high temporal resolutions. Availability of such data has m…
A Clustering Framework for Residential Electric Demand Profiles
Mayank Jain, Tarek AlSkaif, Soumyabrata Dev
The availability of residential electric demand profiles data, enabled by the large-scale deployment of smart metering infrastructure, has made it possible to perform more accurate…
Impact of Local Energy Markets on the Distribution Systems: A Comprehensive Review
Viktorija Dudjak, Diana Neves, Tarek Alskaif +14
In recent years extensive research has been conducted on the development of different models that enable energy trading between prosumers and consumers due to expected high integra…
Validating Clustering Frameworks for Electric Load Demand Profiles
Mayank Jain, Tarek AlSkaif, Soumyabrata Dev
Large-scale deployment of smart meters has made it possible to collect sufficient and high-resolution data of residential electric demand profiles. Clustering analysis of these pro…
Interlinking Heterogeneous Data for Smart Energy Systems
Fabrizio Orlandi, Alan Meehan, Murhaf Hossari +3
Smart energy systems in general, and solar energy analysis in particular, have recently gained increasing interest. This is mainly due to stronger focus on smart energy saving solu…
Solar Irradiance Forecasting Using Triple Exponential Smoothing
Soumyabrata Dev, Tarek AlSkaif, Murhaf Hossari +3
Owing to the growing concern of global warming and over-dependence on fossil fuels, there has been a huge interest in last years in the deployment of Photovoltaic (PV) systems for…