Transfer learning para la detección de fallas en los aerogeneradores del parque Eólico Villonaco Loja-Ecuador.

This degree work deals with detecting failures in the VillonacoWind Farm (VWF) wind turbines. For this purpose, Transfer Learning is proposed as an innovative and highly accurate technique for prediction tasks. In this sense, first, a data mining process is applied to the SCADA system’s historical d...

• Glavni autor: Morocho Cuenca, Freddy Santiago (author)
• Format: bachelorThesis
• Jezik: spa
• Izdano: 2024
• Teme: Transfer Learning; Central Eólica Villonaco; SCADA; RNN; LSTM; GRU
• Online pristup: https://dspace.unl.edu.ec/jspui/handle/123456789/31666