Naslov
Wind forecast correction in road traffic management decision support system

Autori
Kunic, Zdravko ; Kopal, Robert ; Mileva Boshkoska, Biljana

Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, sažetak, ostalo

Izvornik
ITIS2017 Book of Abstracts / Rodič, Blaž - Otočec : Fakulteta za informacijske študije v Novem mestu, 2017, 11-11

Skup
9th International Conference on Information Technologies and Information Society

Mjesto i datum
Slovenija, 09.11.2017. - 10.11.2017

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Nije recenziran

Ključne riječi
Wind forecast correction, Neural networks, Traffic management

Sažetak
We present an ongoing work of development of a new algorithm for suggesting road closures due to strong winds (especially Bora on Adriatic coast). The algorithm will improve the current decision support system that is used by the road traffic managers who keep the road closures optimally balanced between traffic safety and economic losses. We use neural networks and as features we use: weighted multiple successive forecasts for the next 12-hours period, the overall shapes during respective strong wind periods, and their congruence with the latest measurements. The planned algorithm's application potential is wider than traffic control management so it can serve as as an example of using previous successive forecasts to more accurately estimate the wind power production or offering decision support in different areas that depend on other meteorological elements (e.g. temperature, air pressure, precipitation etc.)

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA