Na FER-u postoji više zaposlenika s imenom




    dr. sc. Hrvoje Novak

    Vodeći istraživač, Zavod za automatiku i računalno inženjerstvo

    Spectral Analysis for Cereal Leaf Beetle Detection in Winter Wheat: Towards Precision Pest Management

    Skendžić, Sandra; Novak, Hrvoje; Zovko, Monika; Pajač Živković, Ivana; Lešić Vinko; Maričević, Marko; Lemić, Darija
    sažetak izlaganja sa skupa, 2024.

    Detecting Cereal Leaf Beetle (Oulema sp.) Damage on Winter Wheat: A Fusion of Proximal Remote Sensing and Advanced Machine Learning

    Skendžić, Sandra; Novak, Hrvoje; Zovko, Monika; Pajač Živković, Ivana; Lešić, Vinko; Maričević, Marko; Lemić, Darija
    sažetak izlaganja sa skupa, 2024.

    Classification of damage by cereal leaf beetles on winter wheat using machine learning, spectral reflectance, and vegetation indices

    Skendžić, Sandra; Novak, Hrvoje; Zovko, Monika; Pajač Živković Ivana; Lešić, Vinko; Maričević, Marko; Lemić, Darija
    sažetak izlaganja sa skupa, 2024.

    Predictive control based assessment of building demand flexibility in fixed time windows

    Vašak, Mario ; Banjac, Anita ; Hure, Nikola ; Novak, Hrvoje ; Kovačević, Marko
    izvorni znanstveni rad, 2023.
    Applied energy

    Prediction of Aggregated EV Representation Using XGBoost and LightGBM

    Kovačević, Marko; Novak, Hrvoje; Vašak, Mario
    izvorni znanstveni rad, 2023.

    Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting

    Novak, Hrvoje; Bronić, Filip; Kolak, Anđelko; Lešić, Vinko
    izvorni znanstveni rad, 2023.
    Ieee transactions on intelligent transportation systems

    Assessing Flight Propensity of the Box Tree Moth, Cydalima perspectalis using Flight Mill Methodology

    Virić Gašparić, Helena ; Mikac, Katarina M. ; Dominguez Davila, Jose H. ; Pajač Živković, Ivana ; Bjeliš, Mario ; Novak, Hrvoje ; Lemić, Darija
    sažetak izlaganja sa skupa, 2023.

    Implementation of model predictive indoor climate control for hierarchical building energy management

    Banjac, Anita ; Novak, Hrvoje ; Vašak, Mario
    izvorni znanstveni rad, 2023.
    Control engineering practice

    Detection of insect pest infestation stress in winter wheat using proximal spectroscopic measurements

    Skendžić, Sandra ; Zovko, Monika ; Pajač Živković, Ivana ; Lešić, Vinko ; Novak, Hrvoje ; Lemić, Darija
    sažetak izlaganja sa skupa, 2022.

    An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development

    Novak, Hrvoje ; Ratković, Marko ; Cahun, Mateo ; Lešić, Vinko
    izvorni znanstveni rad, 2022.
    Telecom (Basel)

    Grey-box Dynamic Model of a Drinking Water Treatment Plant

    Korotaj, Blaž ; Novak, Hrvoje ; Vašak, Mario
    izvorni znanstveni rad, 2022.

    Monitoring winter wheat growth and development through different climate change scenarios

    Skendžić, Sandra ; Lemić, Darija ; Novak, Hrvoje ; Lešić, Vinko ; Ratković, Marko ; Tabak, Jelena ; Polić, Marsela ; Orsag, Matko ; Zovko, Monika
    sažetak izlaganja sa skupa, 2022.

    Ground-based remote sensing for es􀆟 ma􀆟 ng stress in winter wheat due to water defi cit and insect pest infesta􀆟 on

    Skendžić, Sandra ; Lemić, Darija ; Maričević, Marko ; Lešić, Vinko ; Novak, Hrvoje ; Kranjčec, Filip ; Zovko, Monika
    sažetak izlaganja sa skupa, 2022.

    Wing shape variability and flight performance of box tree moth Cydalima perspectalis

    Virić Gašparić, Helena ; Bjeliš, Mario ; Mikac, Katarina M. ; Novak, Hrvoje ; Dominguez Davila, Jose H. ; Pajač Živković, Ivana ; Benitez, Hugo A. ; Lemic, Darija
    sažetak izlaganja sa skupa, 2022.

    Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency

    Novak, Hrvoje ; Lešić, Vinko ; Vašak, Mario
    izvorni znanstveni rad, 2022.
    Ieee transactions on intelligent transportation systems

    Rapid Plant Development Modelling System for Predictive Agriculture

    Lešić, Vinko ; Novak, Hrvoje ; Ratković Marko
    stručni rad, 2021.
    Engineering power : bulletin of the Croatian Academy of Engineering

    FLIGHT PROPENSITY AND PERFORMANCE OF INVASIVE BOX TREE MOTH

    Lemic, Darija ; Bjeliš, Mario ; Mikac, Katarina M. ; Novak, Hrvoje ; Dominguez Davila, Jose H. ; Pajač Živković, Ivana ; Virić Gašparić, Helena
    sažetak izlaganja sa skupa, 2021.

    Specijalistička obuka interventne jedinice policije i njezina situacijska učinkovitost u urgentnim situacijama

    Novak, Hrvoje
    diplomski rad, 2021.

    Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study

    Novak, Hrvoje ; Lešić, Vinko ; Vašak, Mario
    stručni rad, 2021.
    Engineering power : bulletin of the Croatian Academy of Engineering

    Usluga gospodarenja energijom u zgradi zasnovana na prediktivnom upravljanju

    Vašak, Mario ; Banjac, Anita ; Hure, Nikola ; Marušić, Danko ; Novak, Hrvoje ; Lepoša, Leon ; Perović, Paula ; Capuder, Tomislav
    stručni rad, 2021.

    Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence

    Lešić, Vinko ; Novak, Hrvoje ; Ratković, Marko ; Zovko, Monika ; Lemić, Darija ; Skendžić, Sandra ; Tabak, Jelena ; Polić, Marsela ; Orsag, Matko
    izvorni znanstveni rad, 2021.

    Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings – Battery Storage Considerations

    Banjac, Anita ; Hure, Nikola ; Kovačević, Marko ; Novak, Hrvoje ; Vašak, Mario ; Perić, Nedjeljko
    stručni rad, 2021.
    Engineering power : bulletin of the Croatian Academy of Engineering

    Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings

    Vašak, Mario ; Banjac, Anita ; Hure, Nikola ; Novak, Hrvoje ; Marušić, Danko ; Lešić, Vinko
    izvorni znanstveni rad, 2021.
    IEEE transactions on energy conversion

    Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues

    Lešić, Vinko ; Vrbanc, Filip ; Perić, Nikica ; Banjac, Anita ; Novak, Hrvoje ; Jelić, Luka
    ostalo, 2021.

    Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks

    Perić, Nikica ; Novak, Hrvoje ; Rukavina, Filip ; Lešić, Vinko
    izvorni znanstveni rad, 2021.

    Hierarchical Model Predictive Control for Coordinated Electric Railway Traction System Energy Management

    Novak, Hrvoje ; Lešić, Vinko ; Vašak, Mario
    izvorni znanstveni rad, 2019.
    Ieee transactions on intelligent transportation systems

    Optimal control for daily operation planning of a water distribution system with pumped storage

    Vašak, Mario ; Novak, Hrvoje
    izvorni znanstveni rad, 2019.

    Korisničko sučelje za upravljanje klimatizacijom poslovnih zgrada

    Mišković, Gabriela
    sveučilišni preddiplomski završni rad, 2019.

    Coordinated Multi-level Model Predictive Control of Energy in Electric Railway Traction Systems

    Novak, Hrvoje
    doktorska disertacija, 2019.

    Energy-Efficient Train Traction Control on Complex Rail Configurations

    Novak, Hrvoje ; Vašak, Mario
    izvorni znanstveni rad, 2018.

    Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization

    Novak, Hrvoje ; Lešić, Vinko ; Vašak, Mario
    izvorni znanstveni rad, 2017.

    Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis

    Lešić, Vinko ; Vašak, Mario ; Martinčević, Anita ; Novak, Hrvoje
    izvorni znanstveni rad, 2017.

    Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages

    Novak, Hrvoje ; Vašak, Mario ; Lešić, Vinko
    izvorni znanstveni rad, 2016.

    Predviđanje potrošnje i dinamičko određivanje cijene vode

    Vašak, Mario ; Banjac, Goran ; Novak, Hrvoje ; Perić, Nedjeljko ; Petrović, Ivan
    izvorni znanstveni rad, 2016.

    Railway transport system energy flow optimization with integrated microgrid

    Novak, Hrvoje ; Vašak, Mario ; Gulin, Marko ; Lešić, Vinko ;
    izvorni znanstveni rad, 2015.

    Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control

    Lešić, Vinko ; Vašak, Mario ; Martinčević, Anita ; Gulin, Marko ; Starčić, Antonio ; Novak, Hrvoje
    ostali članci/prilozi, 2015.

    Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control

    Lešić, Vinko ; Vašak, Mario ; Martinčević, Anita ; Gulin, Marko ; Starčić, Antonio ; Novak, Hrvoje
    izvorni znanstveni rad, 2015.

    State of the art control methods for energy efficient train operation in a railway traffic system

    Novak, Hrvoje ; Vašak, Mario ; Lešić, Vinko
    izvorni znanstveni rad, 2015.

    Water Use Disaggregation Based on Classification of Feature Vectors Extracted from Smart Meter Data

    Vašak, Mario ; Banjac, Goran ; Novak, Hrvoje
    izvorni znanstveni rad, 2015.

    Procjena stanja elektroenergetskog sustava

    Novak, Hrvoje
    diplomski rad, 2014.

    Kompetencije

    • Control systems
      Automatic control Control design Control engineering Control system synthesis Optimal control
    • Mathematics
      Linear programming Dynamic programming Machine learning algorithms Convex functions Mathematical model Mathematical programming Optimization Piecewise linear approximation
    • Computational and artificial intelligence
      Supervised learning Artificial neural networks Multi-layer neural network
    • Power engineering and energy
      Energy management Demand-side management  Energy efficiency Energy storage Automatic generation control Distributed power generation Microgrids
    • Robotics and automation
      Building automation
    • Intelligent transportation systems
      Rail transportation