Naslov
A linear model of a stationary solar panel-charged battery voltage in relation to insolation predictors

Autori
Žigman, Dubravko ; Meštrović Krešimir ; Tomiša, Tomislav

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
KoREMA 38th Conference on Transportation Systems with International Participation AUTOMATION IN TRANSPORTATION 2018 / - , 2018, 100-102

Skup
38. skup o prometnim sustavima s međunarodnim sudjelovanjem: Automatizacija u prometu 2018 = 38th Conference on Transportation Systems with International Participation: Automation in Transportation 2018

Mjesto i datum
Osijek, Hrvatska; Budimpešta, Mađarska, 14.11.2018. - 18.11.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
multivariate linear model , battery voltage , insolation-related predictors, micro-smart grid

Sažetak
Segments of Intelligent Transport Systems along the road infrastructure requires reliable and independent power source. Modern approach involves deployment of stationary solar panels that feeds local battery, thus smoothing temporal irregularities in solar panel output. Here we present the study of a solar panel-charged battery voltage dynamics in relation to observed insolation parameters. Exploratory data analysis suggested linear relationship between the observed solar panel-charged battery voltage and related insolation descriptors. A multivariate linear model was developed based on exploratory data analysis that successfully describes relation between the battery voltage and the insolation-related predictors. Performance of the model was validated using a separate experimental data set. Developed model will be integrated within the larger one, aimed at description and control of a micro-smart grid tailored for specific purposes such as Intelligent Transport Systems and deployment for island communities.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika

POVEZANOST RADA