Hellen C. Ancelmo

A Multi-Agent NILM Architecture for Event Detection and Load Classification

Fabiana Pöttker, Robson R. Linhares, André Eugênio Lazzaretti, 2020, Energies.

A New Set of Steady-State and Transient Features for Power Signature Analysis Based on V-I Trajectory

Robson R. Linhares, Douglas P. B. Renaux, Hellen C. Ancelmo, 2019, 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America).

Automatic Power Signature Analysis using Prony's Method and Machine Learning-Based Classifiers

Douglas P. B. Renaux, Fabiana Pöttker, Hellen C. Ancelmo, 2018, 2018 2nd European Conference on Electrical Engineering and Computer Science (EECS).

A Dataset for Non-Intrusive Load Monitoring: Design and Implementation

José Reinaldo Silva, Douglas P. B. Renaux, Fabiana Pöttker, 2020, Energies.

A Transient and Steady-State Power Signature Feature Extraction Using Different Prony's Methods

Robson R. Linhares, Flavio Lori Grando, Douglas P. B. Renaux, 2019, 2019 20th International Conference on Intelligent System Application to Power Systems (ISAP).

A New Simulated Database for Classification Comparison in Power Signature Analysis

Robson R. Linhares, Douglas P. B. Renaux, Hellen C. Ancelmo, 2019, 2019 20th International Conference on Intelligent System Application to Power Systems (ISAP).

A Comparison of Machine Learning-Based Methods for Fault Classification in Photovoltaic Systems

Hellen C. Ancelmo, Elder Oroski, André E. Lazzaretti, 2019, 2019 IEEE PES Innovative Smart Grid Technologies Conference - Latin America (ISGT Latin America).