Pristupačnost
IoT-based smart building temperature control
Rapid modeling of a residential smart building based on machine learning
Optimizacija rasporeda algoritmom simuliranog kaljenja
Optimization of heterogeneous last-mile delivery of fresh products considering traffic congestions and other real-world parameters
Modular Coordination of Vehicle Routing and Bin Packing Problems in Last Mile Logistics
Weather nowcasting using machine learning algorithms
Prediction of Windows Openness in Smart Building by Supervised Machine Learning
Multimodal Data Fusion and Contrastive Self-Supervised Learning for Enhanced Weather Forecasting with S4 Models
Model Predictive Control for Adaptive Energy-Efficient Street Lighting: A Comprehensive Framework and Case Study
Schedule optimisation by tabu search
Hyperspectral Canopy Reflectance and Machine Learning for Threshold-Based Classification of Aphid-Infested Winter Wheat
Online grocery shopping in Europe: consumer research on the role of innovation and local food perceptions
Cloud-based control of a brewing production process segment
Wire rod mill control in a hot rolling process
Supervisory system of a smart business building climate control
Mobile application for food supply chain optimisation
Optimizacija rasporeda genetskim algoritmom
Web application; Machine learning
System for monitoring of a business smart building operation
Advising on correct body posture in training by machine learning
Korekcija kratkoročne vremenske prognoze radarskim snimcima i strojnim učenjem
Hyperspectral Sensing and Machine Learning for Early Detection of Cereal Leaf Beetle Damage in Wheat: Insights for Precision Pest Management
Localization and tracking of objects on a series of sequential images by deep neural networks
Cloud-based control of smart glasshouse watering system
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Advising on correct body posture in cycling by machine learning
Optimal wheat irrigation by artificial intelligence
Embedded Implementation of Optimal City Lighting Lamp Control
Detecting Cereal Leaf Beetle (Oulema sp.) Damage on Winter Wheat: A Fusion of Proximal Remote Sensing and Advanced Machine Learning
Classification of damage by cereal leaf beetles on winter wheat using machine learning, spectral reflectance, and vegetation indices
Spectral Analysis for Cereal Leaf Beetle Detection in Winter Wheat: Towards Precision Pest Management
Application for predictive monitoring of smart buildings
Enhancing the Self-Other Voice Discrimination Procedure for Clinical Applications
Distributed Nonlinear Model Predictive Control of Heterogeneous Battery Storage Systems
Mobile application for team recreational sports
Classification of driver habits with machine learning
Prediction of wind farm energy production by machine learning
Data-Driven Model Identification of Building Thermal Dynamics
Coalitional Model Predictive Control of Building Zones Temperatures
Prediction of windows openness in smart building by artificial intelligence
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Intelligent System for Monitoring and Control of Street Lighting
Control electronics for smart battery management in electric vehicles
Gym processes management system
Coalitional Model Predictive Control of Building Zones Temperatures
Correction of driver habits with machine learning
Detection and Evaluation of Environmental Stress in Winter Wheat Using Remote and Proximal Sensing Methods and Vegetation Indices—A Review
Vehicle Routing Problem Considering Electric Vehicle Battery Consumption
Model predictive control of hydroponic cultivation IoT system
Distribuirana arhitektura za kratkoročne vremenske prognoze
Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting
Distributed Parametric Model Predictive Control of Street Lighting
Detection of Physiological Responses of Winter Wheat to Abiotic and Biotic Stress Factors Using Sensor Monitoring Systems
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Ray Tracing Model of LED Street Lighting for Energy Efficiency Simulation
Adaptable Simulation Environment for LED Streetlight Dimming Control System
Street Lighting Optimal Dimming with Model Predictive Control
Proximal remote sensing in detecting damage by cereal leaf beetle (Oulema sp.) in winter wheat
Utilization of ABC/XYZ analysis in retail sales forecasting using multivariate LSTM method
Modelsko prediktivno upravljanje baterijskim sustavima u mikromreži
Simple and Accurate Model of Thermal Storage with Phase Change Material Tailored for Model Predictive Control
Charging Control of A Vanadium Redox Flow Battery Integrated With Solar PV Plant
Model Predictive Control of Street Lighting based on Spatial Points of Interest
Distributed Street lighting Model Predictive Control based on Spatial Points of Interest
Vegetation indices as tools for wheat yield evaluation
Monitoring winter wheat growth and development through different climate change scenarios
Effects of climate change on invasive insect pests in agriculture
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Automation of Plants and Processes -- Lectures
Automatic Control - laboratory exercises
Prediction of Store Demands by Decision Trees and Recurrent Neural Networks Ensemble with Transfer Learning
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Detection of insect pest infestation stress in winter wheat using proximal spectroscopic measurements
Ground-based remote sensing for es ma ng stress in winter wheat due to water defi cit and insect pest infesta on
An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development
Zone Climate Control Living Lab with Wireless IoT Devices
Nonlinear model predictive control of a microgrid with a variable efficiency battery storage system
Detection and evaluation of environmental stress in winter wheat using proximal sensing methods
Process automation -- lectures
Sliding Mode Controller for Parameter-Variable Load Sharing in Islanded AC Microgrid
SCADA system for building climate control
Automation Fundamentals -- Lectures
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Model predictive climate control of a smart residential unit
Control of floor heating system
Prediction of smart homes energy consumption using machine and deep learning algorithms
Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency
Weather nowcasting using machine learning algorithms
Predictive microgrid control with renewable energy systems
Optimal control of smart building air-conditioning system
Advanced city lighting control
Control of smart greenhouse air-conditioning system
Modelling of user power consumption by IoT controller with neural networks
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Proximal sensing and vegetation indices of wheat for predictive agriculture
Model predictive control of the vehicle lateral force for driver assistance
Cloud-based control of a brewing production process segment
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
Self-organizing edge-computing control system in smart buildings
Cascaded control of back-to-back converter DC link voltage robust to grid parameters variation
Prediction of perishable goods deliveries by GRU neural networks for reduction of logistics costs
Distributed Optimal Heating Control of Building Zones
The Impact of Climate Change on Agricultural Insect Pests
Rapid Plant Development Modelling System for Predictive Agriculture
Prediction of stock prices by artificial intelligence
Cloud-based control of a public city lighting
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
SCADA system for traffic
Advanced and predictive agriculture for resilience to climate change
Effect of Climate Change on Introduced and Native Agricultural Invasive Insect Pests in Europe
Control of the winding system using an industrial PLC
The impact of climate change on agricultural invasive insect pests
Predictive control of electric car cabin climate system
Cloud-based control and monitoring of a road segment
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Identifikacija ponašanja korisnika u pametnim zgradama strojnim učenjem
Distributed optimal climate control of smart buildings
Automation Practicum -- Lectures
Building climate control by PLC
Control of nutrient dosing in an automated greenhouse
Irrigation control in automated greenhouse
Battery charging control in a laboratory microgrid
Distributed generation and consumption control in a laboratory microgrid
Predictive control of an industrial process by PLC
Modelling of user-defined climate conditions by IoT controller with neural networks
Temperature control in automated greenhouse
Lighting control in automated greenhouse
Napredna i prediktivna poljoprivreda za otpornost klimatskim promjenama (AgroSPARC)
Modelling of user power consumption by IoT controller with neural networks
Cloud-based monitoring of a central gas distribution system
Establishment of low-power consumption wireless sensor mesh network for zone digitalisation in smart buildings
Control of building cooling system implemented in programmable logic controller
Intelligent control unit for zone digitalisation in smart buildings
Water supply SCADA system
Model-based climate control of energy efficient and smart building zones
Hierarchical Model Predictive Control for Coordinated Electric Railway Traction System Energy Management
Cost-benefit analysis for optimal consumption control of residential units in smart cities
Model predictive control of the vehicle lateral force during overtaking manoeuvres
Cloud-based climate control of automated greenhouse
Model-based climate control of energy efficient and smart building zones
User interface for climate control of commercial buildings
Control of two-axis photovoltaic system using PLC
Identification of a control-oriented energy model for a system of fan coil units
Monitoring of energy efficient and smart buildings
Price-Optimal Energy Flow Control of a Building Microgrid Connected to a Smart Grid
Control in Smart Cities
Distributed Optimal Batteries Charging Control for Heterogenous Electric Vehicles Fleet
Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization
Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis
Modular energy cost optimization for buildings with integrated microgrid
Upgrade of a typical office building automation system for enabling open energy management services
Distributed optimal battery charging control of electrical vehicles fleet
Comfort Control in Buildings with Adherence to the Required Thermal Energy Input in Zones
Control of a buck-boost DC-DC power converter for microgrid energy storage
DC link voltage control of back-to-back converter robust to grid conditions
Model Predictive Control for Energy-saving and Comfortable Temperature Control in Buildings
Design and implementation of a grid converter controller of an emulated wind turbine
Process automatization seminar materials for industry participants - advanced level
Multi-level Optimal Control of a Microgrid- supplied Cooling System in a Building
Process automatization seminar materials for industry participants - basic level
Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages
Predictive control for heating power variance and peak reduction in buildings
State of the art control methods for energy efficient train operation in a railway traffic system
Railway transport system energy flow optimization with integrated microgrid
Increasing Accuracy of Kalman Filter-based Sensorless Control of Wind Turbine PM Synchronous Generator
Control of 3D Tower Crane based on Tensor Product Transformation with Neural Friction Compensation
Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control
Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control
Control of Induction Machine based on Mathematical Model with Included Anisotropy
Kalman Filter based Speed Estimation for a Wind Turbine Synchronous Generator
Fault-tolerant Control of a Wind Turbine subject to Generator Electromechanical Faults
Fault-tolerant Control of Wound Rotor Synchronous Generator in Wind Turbines
Influence of Wind Turbine Generator Fault-tolerant Control on Power Production Quality
Fault-tolerant Control of Permanent Magnet Synchronous Generator in Wind Turbines
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Rotor Bar Defects
Optimal Flux Magnitude Tracking with Application to Fault-tolerant Control of Wind Turbine Generators
Fault-tolerant Control of a Wind Turbine with Generator Stator Inter-turn Faults
Dynamic Induction Machine Model Accounting for Stator and Rotor Slotting
Implementation of Simplex Algorithm for Linear Programming in a Programmable Logic Controller with Application to an Energy-efficient House
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Stator Inter-turn Faults
Field-oriented Control of an Induction Machine with Winding Asymmetries
Implementation of Unscented Kalman Filter Algorithm in a Programmable Logic Controller
State and Parameter Estimation for Field-oriented Control of Induction Machine Based on Unscented Kalman Filter
Tensor Product Based Control of the Single Pendulum Gantry Process with Stable Neural Network Based Friction Compensation
Fault-Tolerant Control of a Blade-pitch Wind Turbine With Inverter-fed Generator
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Rotor Bar Defects
B-spline neural compensator for system's nonlinearities
Neural Network-based Friction Compensation for Gantry Crane Control System
Teaching
University undergraduate
- Automatic Control (Lecturer in charge)
- Automatic Control (Lecturer in charge)
- Automation Fundamentals (Lecturer in charge)
- Automation Fundamentals (Lecturer in charge)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Project C (Lecturers)
- Project E (Lecturers)
- Software Design Project (Lecturers)
- Software Design Project (Lecturers)
University graduate
- Automation of Plants and Processes (Lecturer in charge)
- Control of Electromechanical Systems (Lecturer in charge)
- Control of Energy Storage Systems (Lecturer in charge)
- Control of Energy Storage Systems (Lecturer in charge)
- Control of Microgrids (Lecturer in charge)
- Electrical Lighting (Lecturer in charge)
- Electrical Lighting (Lecturer in charge)
- Networked Control Systems (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Master Project (Lecturers)
- Mentorship Seminar (Lecturers)
- Presentation Seminar (Lecturers)
- Project (Lecturers)
Competences
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Control systems
Automatic control Power generation control Closed loop systems Control engineering Control system synthesis Fault tolerant control Linear feedback control systems Torque control Nonlinear control systems Optimal control SCADA systems -
Mathematics
Linear programming Convex functions Estimation Linear systems Mathematical model Optimization -
Computers and information processing
Control engineering computing -
Industrial electronics
Machine vector control -
Industry applications
Renewable energy sources AC machines Generators Permanent magnet machines -
Power electronics
AC-AC converters DC-AC power converters -
Power engineering and energy
Energy management Energy efficiency Wind energy Wind energy generation -
Robotics and automation
Building automation