2 documents found, page 1 of 1
Fault Classification of Wind Turbine: A Comparison of Hyperparameter Optimizati...
Pinna, Danielle; Toso, Rodrigo; Semaan, Gustavo; Sá, Fernando de; Pereira, Ana I.; Ferreira, Ângela P.; Soares, Jorge; Brandão, DiegoThe last few years have been marked by the insertion of renewable technologies in the global energy matrix, such as wind and solar energy, which are considered clean energies with low environmental impact. Wind turbines, responsible for the energy conversion process, are complex equipment that are expensive and susceptible to numerous failures. Monitoring turbine components can help detect failures before they ...
Fault identification in wind turbines: a data-centric machine learning approach
Pinna, Danielle; Toso, Rodrigo; Coutinho, Rafaelli; Pereira, Ana I.; Brandão, DiegoThe last few years have been marked by the transition of the world energy matrix, predominantly with wind and solar sources considered clean energies. Wind turbines, responsible for the energy conversion process, are complex and expensive equipment susceptible to several failures due to multiple factors. Monitoring turbine components can assist in detecting failures before they occur, reducing equipment mainten...