Load Disaggregation Based on Time Window for HEMS Application. - Dimas Augusto Mendes Lemes; Thales Wulfert Cabral; Gustavo Fraidenraich; Luís Geraldo Pedroso Meloni; Eduardo Rodrigues de Lima; Fernando Bauer Neto (IEEE Access, 2021)

Edge Computing and Microservices Middleware for Home Energy Management Systems. - Luiz Carlos Branquinho Caixeta Ferreira; Andreza Da Rosa Borchardt; Gustavo Dos Santos Cardoso; Dimas Augusto Mendes Lemes; Gabriel Rodrigues Dos Reis de Sousa; Fernando Bauer Neto; Eduardo Rodrigues de Lima; Gustavo Fraidenraich; Paulo Cardieri; Luís Geraldo Pedroso Meloni (IEEE Access, 2022)

High-Reliability Load Recognition in Home Energy Management Systems. - Thales Wulfert Cabral; Dimas Augusto Mendes Lemes; Gustavo Fraidenraich; Fernando Bauer Neto; Eduardo Rodrigues de Lima; Luís Geraldo Pedroso Meloni (IEEE Access, 2023)

Low Runtime Approach for Fault Detection for Refrigeration Systems in Smart Homes Using Wavelet Transform. - Dimas Augusto Mendes Lemes; Thales Wulfert Cabral; Lucas Lui Motta; Gustavo Fraidenraich; Eduardo Rodrigues de Lima; Fernando Bauer Neto; Luís Geraldo P. Meloni (IEEE Trans. Consumer Electron., 2024)

Load Recognition in Home Energy Management Systems Based on Neighborhood Components Analysis and Regularized Extreme Learning Machine. - Thales Wulfert Cabral; Fernando Bauer Neto; Eduardo Rodrigues de Lima; Gustavo Fraidenraich; Luís Geraldo P. Meloni (Sensors, 2024)

Analysis of Variance Combined with Optimized Gradient Boosting Machines for Enhanced Load Recognition in Home Energy Management Systems. - Thales Wulfert Cabral; Fernando Bauer Neto; Eduardo Rodrigues de Lima; Gustavo Fraidenraich; Luís Geraldo P. Meloni (Sensors, 2024)