M.Sc. Natalia Bastos de Sousa
Professional Experience
April 2019 – July 2019
Intern, Megatecnologia, Santa Maria
Intern in the methodology project and development of a computer system for Energy Management. Electrical Engineering
Education
January 2015 – July 2019 Federal University of Santa Maria, Santa Maria
Electrical Engineering, Undergraduate
August 2019 – July 2022 Federal University of Santa Maria, Santa Maria
August 2022 – Federal University of Santa Maria, Santa Maria
Postgraduate Degree in Electrical Engineering, Doctorate
Research Project
2022 - Present ARTIFICIAL INTELLIGENCE FOR IDENTIFYING CLANDESTINE CONNECTIONS IN THE DISTRIBUTION NETWORK BASED ON SATELLITE IMAGERY
2020 - 2024 System for Detecting Non-Technical Losses in Irrigation Areas Using Artificial Intelligence Techniques
Patents and Registrations
Computer Program
MTL – Technological Mapping of Crops, 2023, Brazil. Registration Institution: INPI – National Institute of Industrial Property, Registration Number: BR512023001688-8, Filing Date: June 20, 2023, Grant Date: June 20, 2023.
Financing Institution(s): Piratininga Energy and Light Company; MEGASOFTWARE IT Solutions LTDA; Paulista Energy and Light Company; RGE SUL Energy Distributor; Federal University of Santa Maria – UFSM; Jaguari Energy Company.
Objective: Technological mapping of crops to estimate expected electricity consumption for the harvest, based on crop characteristics and geographic location.
April 2019 – July 2019
Intern, Megatecnologia, Santa Maria
Intern in the methodology project and development of a computer system for Energy Management. Electrical Engineering
Education
January 2015 – July 2019 Federal University of Santa Maria, Santa Maria
Electrical Engineering, Undergraduate
August 2019 – July 2022 Federal University of Santa Maria, Santa Maria
August 2022 – Federal University of Santa Maria, Santa Maria
Postgraduate Degree in Electrical Engineering, Doctorate
Research Project
2022 - Present ARTIFICIAL INTELLIGENCE FOR IDENTIFYING CLANDESTINE CONNECTIONS IN THE DISTRIBUTION NETWORK BASED ON SATELLITE IMAGERY
2020 - 2024 System for Detecting Non-Technical Losses in Irrigation Areas Using Artificial Intelligence Techniques
Patents and Registrations
Computer Program
MTL – Technological Mapping of Crops, 2023, Brazil. Registration Institution: INPI – National Institute of Industrial Property, Registration Number: BR512023001688-8, Filing Date: June 20, 2023, Grant Date: June 20, 2023.
Financing Institution(s): Piratininga Energy and Light Company; MEGASOFTWARE IT Solutions LTDA; Paulista Energy and Light Company; RGE SUL Energy Distributor; Federal University of Santa Maria – UFSM; Jaguari Energy Company.
Objective: Technological mapping of crops to estimate expected electricity consumption for the harvest, based on crop characteristics and geographic location.
Analysis of low/medium-voltage network data: urban and rural.
Detection of consumption anomalies and irregularities.
Non-technical losses.
Detection of consumption anomalies and irregularities.
Non-technical losses.
Topics