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Modelo de rede neural de múltiplas escalas de tempo aplicado ao robô Dimitri
(Universidade Federal de Santa Maria, 2017-02-22)
The idea for the implementation and application of the Multiple Timescale Recurrent Network (MTRNN) model started with experiments based on machine learning (Peniak et al., 2011; Nobuta et al., 2011). In which a humanoid ...
Detecção de desbalanceamento de massa entre pás de aerogerador utilizando sinais elétricos de um gerador síncrono de imãs permanentes aplicados a métodos de aprendizagem de máquina
(Universidade Federal de Santa Maria, 2019-12-02)
The use of wind power has increased in electricity production due to its cost becoming
closer to conventional generation sources. The useful lifetime expectancy of wind turbines
are typically of 20 years, however failures ...
Máquina de vetores de suporte e técnicas estatísticas para previsão e classificação de falha de turbinas eólicas
(Universidade Federal de Santa Maria, 2021-03-25)
Wind energy is dominant technology among the generation of renewable energies in Brazil and due to the high growth in recent years there is a need to develop accurate fault diagnosis techniques in wind turbines to reduce ...
Detecção de sujidade e sombreamento em painéis solares com inteligência artificial utilizando aplicativos móveis
(Universidade Federal de Santa Maria, 2023-10-20)
Solar energy has emerged as one of the main sources of renewable energy, given its abundance
and potential for carbon emission reduction. However, the efficiency of solar panels can be
compromised by various factors, ...
Desenvolvimento de algoritmo para detecção de arco elétrico série no lado cc em sistemas de geração fotovoltaica utilizando máquina de vetores de suporte
(Universidade Federal de Santa Maria, 2023-12-19)
In photovoltaic systems, series electric arc faults are the main causes of fires and are
strongly associated with the aging and wear of insulating materials, damaged cables, loose
connections, connector corrosion, among ...