Banca de QUALIFICAÇÃO: PABLO RODRIGUES LOPES
Uma banca de QUALIFICAÇÃO de MESTRADO foi cadastrada pelo programa.
DISCENTE: PABLO RODRIGUES LOPES
DATA: 09/03/2022
HORA: 18:00
LOCAL: meet.google.com/ssm-npmy-otw
TÍTULO: REAL-TIME IMPLEMENTATION OF NEURAL NETWORK POWER PROTECTION FUNCTION ON LOW-COST UNIVERSAL RELAY PROTOTYPE
PALAVRAS-CHAVES: Neural network; protection systems; raspberry pi 3; real-time systems; relays.
PÁGINAS: 15
GRANDE ÁREA: Engenharias
ÁREA: Engenharia Elétrica
SUBÁREA: Sistemas Elétricos de Potência
ESPECIALIDADE: Medição, Controle, Correção e Proteção de Sistemas Elétricos de Potência
RESUMO:
This paper presents a Raspberry Pi 3B+ based low-cost universal relay able to run power protection functions in real-time. The capabilities of a Raspberry Pi 3B+ to provide real-time response is shown through latency and delay measurements. The developed relay performance upon three-phase fault signals were compared to a commercial relay, showing its efficacy in clear electrical faults. A power protection algorithm based on neural networks was developed and executed in real-time by the developed relay, providing adequate and precise response while running complex algorithms.
MEMBROS DA BANCA:
Presidente - 3018819 - RUI BERTHO JUNIOR
Interno - 1789334 - ARYFRANCE ROCHA ALMEIDA
Interno - 3095957 - HERMES MANOEL GALVÃO CASTELO BRANCO