3 citations · 4 across the 5 of their papers we have counts for
4 papers · 1 filter
Behaviour-Conditioned Neural Processes for Adaptive Residential Short-Term Load Forecasting
Ramin Soleimani, Andrea Visentin, Dirk Pesch
Residential short-term load forecasting (STLF) is challenging because household demand is heterogeneous, temporally variable, and shaped by diverse behavioural routines. This work…
Conformal Prediction for Electricity Price Forecasting in the Day-Ahead and Real-Time Balancing Market
Ciaran O'Connor, Mohamed Bahloul, Roberto Rossi +2
The integration of renewable energy into electricity markets poses significant challenges to price stability and increases the complexity of market operations. Accurate and reliabl…
Optimizing Quantile-based Trading Strategies in Electricity Arbitrage
Ciaran O'Connor, Joseph Collins, Steven Prestwich +1
Efficiently integrating renewable resources into electricity markets is vital for addressing the challenges of matching real-time supply and demand while reducing the significant e…
Electricity Price Forecasting in the Irish Balancing Market
Ciaran O'Connor, Joseph Collins, Steven Prestwich +1
Short-term electricity markets are becoming more relevant due to less-predictable renewable energy sources, attracting considerable attention from the industry. The balancing marke…