ML4WX

Local & station forecasting

Nowcasting prediction of wind speed using computational intelligence and wavelet in Brazil

Pedro Júnior Zucatelli, Erick Giovani Sperandio Nascimento, Alex Álisson Bandeira Santos, Davidson Martins Moreira

International Journal for Computational Methods in Engineering Science and Mechanics ·

Paper

In one sentence. Hybrid wavelet-packet and RNN models nowcast 100–150 m wind speed at three Brazilian tower sites; an RNN with discrete Meyer wavelet performed best.

Labels

Topic
Local & station forecasting
Type
New model or method
Method
RNN / LSTM / ConvLSTM
Time scale
0–6 h
Domain
Local / station
Data
Station / in-situ
Status
Research
Identifiers
DOI:10.1080/15502287.2020.1841335 OpenAlex:W3096993295
Added
2026-10-22

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