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ORCIDNadja Hvala
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2020 – today
- 2024
[c4]Lana Dominkovic, Nadja Hvala, Darko Vrecko, Biljana Boshkoska:
Efficiency and Explainability in Wastewater Treatment Plant: A Machine Learning Approach to Cost Management and Effluent Quality. AMCIS 2024- [c3]Gorazd Karer, Darko Vrecko, Nadja Hvala, Igor Skrjanc:
Development and Implementation of a Wastewater-Treatement-Plant Model for Optimization Purposes. ICCA 2024: 115-120 - 2023
- [j8]Alexandra Grancharova, Ivana Valkova, Nadja Hvala, Jus Kocijan
:
Distributed predictive control based on Gaussian process models. Autom. 149: 110807 (2023) - 2021
- [j7]Nadja Hvala, Jus Kocijan:
Input variable selection using machine learning and global sensitivity methods for the control of sludge bulking in a wastewater treatment plant. Comput. Chem. Eng. 154: 107493 (2021) - 2020
- [j6]Nadja Hvala, Jus Kocijan:
Design of a hybrid mechanistic/Gaussian process model to predict full-scale wastewater treatment plant effluent. Comput. Chem. Eng. 140: 106934 (2020)
2010 – 2019
- 2013
- [j5]Nadja Hvala, Dolores Kukanja:
Modelling and simulation of semi-batch polymerisation reactor for improved reactants dosing control. Simul. Model. Pract. Theory 33: 102-114 (2013) - 2011
- [j4]Nadja Hvala, Fernando Aller, Teodora Miteva, Dolores Kukanja:
Modelling, simulation and control of an industrial, semi-batch, emulsion-polymerization reactor. Comput. Chem. Eng. 35(10): 2066-2080 (2011)
2000 – 2009
- 2005
- [j3]Nadja Hvala, Stanko Strmcnik, Davorka Sel, Srecko Milanic, B. Banko:
Influence of model validation on proper selection of process models - an industrial case study. Comput. Chem. Eng. 29(7): 1507-1522 (2005) - 2004
- [j2]Srecko Milanic, Stanko Strmcnik, Davorka Sel, Nadja Hvala, Rihard Karba:
Incorporating prior knowledge into artificial neural networks - an industrial case study. Neurocomputing 62: 131-151 (2004) - 2001
- [j1]Nadja Hvala, Gregor Bavdaz, Jus Kocijan:
Nonlinear state and parameter estimation in batch biological wastewater treatment. Int. J. Syst. Sci. 32(2): 145-156 (2001)
1990 – 1999
- 1996
- [c2]Davorka Sel, Stanko Strmcnik, Nadja Hvala, Srecko Milanic:
Simulation Study of The Flexible Recipe Implementation on a Batch Process. ESM 1996: 336-342 - [c1]Srecko Milanic, Davorka Sel, Nadja Hvala, Stanko Strmcnik, Rihard Karba:
Building Neural Network Models of Hydrolysis Process for Control Purposes. ESM 1996: 700-706
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