dr. sc. Hrvoje Novak

Leading Researcher, Department of Control and Computer Engineering

Location:
Public phone number:
6129-893
Internal phone number:
393

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

Novak, Hrvoje ; Ratković, Marko ; Cahun, Mateo ; Lešić, Vinko
2022.
Telecom

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
2021.
4th CROATIAN SYMPOSIUM ON INVASIVE SPECIES With International Participation

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

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

Rapid Plant Development Modelling System for Predictive Agriculture

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

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

Lešić, Vinko ; Vrbanc, Filip ; Perić, Nikica ; Banjac, Anita ; Novak, Hrvoje ; Jelić, Luka
2021.
IEEE 19th International Conference on Industrial Informatics (INDIN 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
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
2021.
IEEE transactions on energy conversion

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
2021.
16th International Conference on Telecommunications

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

Novak, Hrvoje ; Lešić, Vinko ; Vašak, Mario
2021.
Ieee transactions on intelligent transportation systems

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

Perić, Nikica ; Novak, Hrvoje ; Rukavina, Filip ; Lešić, Vinko
2021.
23rd International Conference on Process Control (PC)

Building energy management service based on predictive control

Vašak, Mario ; Banjac, Anita ; Hure, Nikola ; Marušić, Danko ; Novak, Hrvoje ; Lepoša, Leon ; Perović, Paula ; Capuder, Tomislav
2021.
7. (13.) savjetovanje Hrvatski ogranak Međunarodne distribucijske konferencije HO CIRED

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

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

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

Novak, Hrvoje
2019.

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

Vašak, Mario ; Novak, Hrvoje
2019.
2019 International Conference on Power Generation Systems and Renewable Energy Technologies

Energy-Efficient Train Traction Control on Complex Rail Configurations

Novak, Hrvoje ; Vašak, Mario
2018.
2018 26th Mediterranean Conference on Control and Automation (MED)

Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis

Lešić, Vinko ; Vašak, Mario ; Martinčević, Anita ; Novak, Hrvoje
2017.
21st International Conference on Process Control

An application of Jominy test results in computer simulations of steel quenching

Smoljan, Božo ; Iljkić, Dario ; Smokvina Hanza, Sunčana ; Štic, Lovro ; Borić, Andrej ; Rubeša, Domagoj ; Novak, Hrvoje
2017.
10th International Conference on Industrial Tools and Advanced Processing Technologies, ICIT&APT 2017

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

Novak, Hrvoje ; Lešić, Vinko ; Vašak, Mario
2017.
2017 IEEE 20th International Conference on Intelligent Transportation Systems (ITSC)

Water demand prediction and dynamic water prices computation

Vašak, Mario ; Banjac, Goran ; Novak, Hrvoje ; Perić, Nedjeljko ; Petrović, Ivan
2016.
Strategija razvoja vodoopskrbe i odvodnje Grada Zagreba

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

Novak, Hrvoje ; Vašak, Mario ; Lešić, Vinko
2016.
2016 IEEE International Conference on Intelligent Rail Transportation

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

Vašak, Mario ; Banjac, Goran ; Novak, Hrvoje
2015.
Computing and Control for the Water Industry (CCWI2015) Sharing the best practice in water management

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

Novak, Hrvoje ; Vašak, Mario ; Lešić, Vinko
2015.
35th Conference on Transportation Systems with International Participation Automation in Transportation 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
2015.
17th International Conference on Civil and Building Engineering, ICCBE 2015

Railway transport system energy flow optimization with integrated microgrid

Novak, Hrvoje ; Vašak, Mario ; Gulin, Marko ; Lešić, Vinko ;
2015.
12th International Conference on Modern Electrified Transport, MET 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
2015.

Power system state estimation

Novak, Hrvoje
2014.

Competences

  • 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