Pubblicazione scientifica

Micro Climate Prediction Utilising Machine Learning Approaches

FILONE TECNOLOGICO	TEMA
produzione e raccolta

RIASSUNTO

The current study focuses on predicting the wind speed on short-term weather conditions for maritime vessels weather station. Several machine learning models were developed for different forecasting horizons and their efficiency for this study was evaluated across a number of metrics. A regression machine learning algorithm was chosen for sea trials on Lincoln vessels.

DATA

Data di pubblicazione: 01/10/2018

AUTORI

ANASTASIA ELEFTHERIOU
KOSTAS KOUVARIS
PETROS KARVELIS
CHRYSOSTOMOS STYLIOS

ENTE DI AFFERENZA

CTR TECH RSCH & INNOV LIMASSOL CYPRUS
COMPUTER TECH INST & PRESS DIOPHANTUS PATRAS GREECE

RIVISTA

2018 IEEE International Workshop on Metrology for the Sea; Learning to Measure Sea Health Parameters (MetroSea) (Page(s): 197-200)

IMPACT FACTOR

N.D.

indietro