Publications in year 2021

Original Scientific Article (1.01)
JOVAN, David Jure, DOLANC, Gregor, PREGELJ, Boštjan. Cogeneration of green hydrogen in a cascade hydropower plant. , Energy conversion and management. X, 2021, 10.
PERNE, Matija, MLAKAR, Primož, GRAŠIČ, Boštjan, BOŽNAR, Marija, KOCIJAN, Juš. Fast numerical wind turbine candidate site evaluation. Applied sciences, MDPI, 2021, vol. 11, no. 7, 2953-1 - 2953-18.
PERNE, Matija, BOŽNAR, Marija, GRAŠIČ, Boštjan, MLAKAR, Primož, KOCIJAN, Juš. Improving wind vector predictions for modelling of atmospheric dispersion during Seveso-type accidents. Atmospheric pollution research journal, Elsevier, 2021, vol. 12, no 2, 76-83.
KRIVEC, Tadej, PAPA, Gregor, KOCIJAN, Juš. Simulation of variational Gaussian process NARX models with GPGPU. ISA transactions, Elsevier, 2021, vol. 109, 141-151.
HVALA, Nadja, KOCIJAN, Juš. Input variable selection using machine learning and global sensitivity methods for the control of sludge bulking in a wastewater treatment plant. Computers & Chemical Engineering, Elsevier, 2021, vol. 154, 107493-1-107493-10.
KRIVEC, Tadej, KOCIJAN, Juš, PERNE, Matija, GRAŠIČ, Boštjan, BOŽNAR, Marija, MLAKAR, Primož. Data-driven method for the improving forecasts of local weather dynamics. Engineering applications of artificial intelligence, Elsevier, 2021, vol. 105, 104423-1-104423-14.
ARIZA RAMIREZ, Wilmer, KOCIJAN, Juš, QUAN LEONG, Zhi, NGUYEN, Hung Duc, JAYASINGHE, Shantha Gamini. Dynamic system identification of underwater vehicles using multi-output Gaussian processes. International journal of automation and computing, Springer, 2021, vol. 18, no. 5, 681-693.
Published Scientific Conference contribution (1.08)
JOVAN, David Jure, DOLANC, Gregor, PREGELJ, Boštjan. Kogeneracija zelenega vodika v pretočni hidroelektrarni. , V: MUŠKINJA, Nenad (ur.), ROTOVNIK, Milan (ur.). AIG.si 21 : 8. april 2021 : zbornik dvanajste konference Avtomatizacija v industriji in gospodarstvu. Elektronska izd. Ljubljana: Društvo avtomatikov Slovenije, 2021. 8 str. Zbirka Zborniki prispevkov konference AIG, 2021, .
PERNE, Matija, STEPANČIČ, Martin, KOCIJAN, Juš. Gaussian Process Modelling of the F-16 Ground Vibration Test Benchmark: Data Selection Case Study. IFAC-PapersOnLine – 4th IFAC Conference on Embedded Systems, Computational Intelligence and Telematics in Control CESCIT 2021: Valenciennes, France, 5-7 July 2021, IFAC / Elsevier, 2021, .
KRIVEC, Tadej, HVALA, Nadja, KOCIJAN, Juš. Integrated theoretical and data-driven Gaussian process NARX model for the simulation of effluent concentrations in wastewater treatment plant. 19th IFAC Symposium on System Identification SYSID 2021, Padova, Italy, 13-16 July 2021, (IFAC papersOnline), IFAC / Elsevier, 2021, vol. 54, no. 7, 714-719.