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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, Elsevier, 2021, vol. 10, 100081.
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.