default author photo

Walquiria Silva

affiliation not provided to SSRN

  • affiliation not provided to SSRN

SCHOLARLY PAPERS

2

DOWNLOADS

92

TOTAL CITATIONS

0

Scholarly Papers (2)

Actions:
Email selected abstracts
1.

Electricity Demand Forecasting Using Federated and Centralized Learning: Assessment of Key Components

Number of pages: 22 Posted: 01 Jan 2026
Paulo Vitor B. Ramos, Walquiria Silva, Bruno Dias, Saulo Moraes Villela, Hugo Morais and Lucas Pereira
Federal University of Juiz de Fora, affiliation not provided to SSRN, Universidade Federal de Juiz de Fora, Federal University of Juiz de Fora, University of Lisbon - Instituto de Engenharia de Sistemas e Computadores - Investigação e Desenvolvimento (INESC-ID) and University of Lisbon
Downloads 58 (1,010,164)

Abstract:

Loading...

Demand Forecast, Federated Learning, Deep learning, Benchmarking, Energy Community

2.

A Comprehensive Methodology to Fill In-Group Data: Application to Generating Realistic Load Profiles

Number of pages: 22 Posted: 03 Feb 2025
Bruno Cortes, Luís Henrique Tenório Bandória, Walquiria Silva and Madson Cortes Almeida
Universidade Estadual de Campinas (UNICAMP) - Department of Systems and Energy, Cidade Universitária - Energy and Systems Department, affiliation not provided to SSRN and Cidade Universitária - Energy and Systems Department
Downloads 34 (1,277,121)

Abstract:

Loading...

Data Analytics, Data Imputation, Deep Learning, Generative Models, Load Profiles, Smart Campus