Search Results for author: Ricardo J. Bessa

Found 3 papers, 0 papers with code

Functional Model of Residential Consumption Elasticity under Dynamic Tariffs

no code implementations22 Nov 2021 Kamalanathan Ganesan, João Tomé Saraiva, Ricardo J. Bessa

This work proposes a functional model for the consumption elasticity of the DR contracted consumers.

Simulating Tariff Impact in Electrical Energy Consumption Profiles with Conditional Variational Autoencoders

no code implementations10 Jun 2020 Margaux Brégère, Ricardo J. Bessa

Another contribution is that the clustering approach segments consumers according to their daily consumption profile and elasticity to tariff changes.

Additive models Clustering

A Critical Overview of Privacy-Preserving Approaches for Collaborative Forecasting

no code implementations20 Apr 2020 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 distributed time series.

Mathematical Proofs Privacy Preserving +2

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