27 citations · 28 across the 5 of their papers we have counts for
7 papers
Functional Model of Residential Consumption Elasticity under Dynamic Tariffs
Kamalanathan Ganesan, João Tomé Saraiva, Ricardo J. Bessa
One of the major barriers for the retailers is to understand the consumption elasticity they can expect from their contracted demand response (DR) clients. The current trend of DR…
Forecasting: theory and practice
Fotios Petropoulos, Daniele Apiletti, Vassilios Assimakopoulos +77
Forecasting has always been at the forefront of decision making and planning. The uncertainty that surrounds the future is both exciting and challenging, with individuals and organ…
Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders
Margaux Brégère, Ricardo J. Bessa
The implementation of efficient demand response (DR) programs for household electricity consumption would benefit from data-driven methods capable of simulating the impact of diffe…
A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting
Carla Gonçalves, Ricardo J. Bessa, Pierre Pinson
Cooperation between different data owners may lead to an improvement in forecast quality - for instance by benefiting from spatial-temporal dependencies in geographically distribut…
Data Economy for Prosumers in a Smart Grid Ecosystem
Ricardo J. Bessa, David Rua, Cláudia Abreu +5
Smart grids technologies are enablers of new business models for domestic consumers with local flexibility (generation, loads, storage) and where access to data is a key requiremen…
Data-driven Predictive Energy Optimization in a Wastewater Pumping Station
Jorge Filipe, Ricardo J. Bessa, Marisa Reis +2
Urban wastewater sector is being pushed to optimize processes in order to reduce energy consumption without compromising its quality standards. Energy costs can represent a signifi…
Multi-Period Flexibility Forecast for Low Voltage Prosumers
Rui Pinto, Ricardo Bessa, Manuel Matos
Near-future electric distribution grids operation will have to rely on demand-side flexibility, both by implementation of demand response strategies and by taking advantage of the…