Pristupačnost
Model Predictive Control for Adaptive Energy-Efficient Street Lighting: A Comprehensive Framework and Case Study
Multisensor Monitoring of Soil–Plant–Atmosphere Interactions During Reproductive Development in Wheat
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
Optimization of heterogeneous last-mile delivery of fresh products considering traffic congestions and other real-world parameters
Distributed model predictive control of hybrid energy storage system
Modular Coordination of Vehicle Routing and Bin Packing Problems in Last Mile Logistics
Prediction of Windows Openness in Smart Building by Supervised Machine Learning
Hyperspectral Sensing and Machine Learning for Early Detection of Cereal Leaf Beetle Damage in Wheat: Insights for Precision Pest Management
Spectral Analysis for Cereal Leaf Beetle Detection in Winter Wheat: Towards Precision Pest Management
Classification of damage by cereal leaf beetles on winter wheat using machine learning, spectral reflectance, and vegetation indices
Coalitional Model Predictive Control of Building Zones Temperatures
Intelligent System for Monitoring and Control of Street Lighting
Data-Driven Model Identification of Building Thermal Dynamics
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Distributed Nonlinear Model Predictive Control of Heterogeneous Battery Storage Systems
Enhancing the Self-Other Voice Discrimination Procedure for Clinical Applications
Detecting Cereal Leaf Beetle (Oulema sp.) Damage on Winter Wheat: A Fusion of Proximal Remote Sensing and Advanced Machine Learning
Embedded Implementation of Optimal City Lighting Lamp Control
Coalitional Model Predictive Control of Building Zones Temperatures
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Simple and Accurate Model of Thermal Storage with Phase Change Material Tailored for Model Predictive Control
Ray Tracing Model of LED Street Lighting for Energy Efficiency Simulation
Vegetation indices as tools for wheat yield evaluation
Detection and Evaluation of Environmental Stress in Winter Wheat Using Remote and Proximal Sensing Methods and Vegetation Indices—A Review
Utilization of ABC/XYZ analysis in retail sales forecasting using multivariate LSTM method
Proximal remote sensing in detecting damage by cereal leaf beetle (Oulema sp.) in winter wheat
Street Lighting Optimal Dimming with Model Predictive Control
Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting
Vehicle Routing Problem Considering Electric Vehicle Battery Consumption
Charging Control of A Vanadium Redox Flow Battery Integrated With Solar PV Plant
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)
Distributed Parametric Model Predictive Control of Street Lighting
Adaptable Simulation Environment for LED Streetlight Dimming Control System
Distributed Street lighting Model Predictive Control based on Spatial Points of Interest
Model Predictive Control of Street Lighting based on Spatial Points of Interest
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Effects of climate change on invasive insect pests in agriculture
Automation of Plants and Processes -- Lectures
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Zone Climate Control Living Lab with Wireless IoT Devices
Automation Fundamentals -- Lectures
Process automation -- lectures
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
Nonlinear model predictive control of a microgrid with a variable efficiency battery storage system
Monitoring winter wheat growth and development through different climate change scenarios
Detection and evaluation of environmental stress in winter wheat using proximal sensing methods
Sliding Mode Controller for Parameter-Variable Load Sharing in Islanded AC Microgrid
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development
Prediction of Store Demands by Decision Trees and Recurrent Neural Networks Ensemble with Transfer Learning
Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Automatic Control - laboratory exercises
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Effect of Climate Change on Introduced and Native Agricultural Invasive Insect Pests in Europe
Proximal sensing and vegetation indices of wheat for predictive agriculture
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
Rapid Plant Development Modelling System for Predictive Agriculture
The Impact of Climate Change on Agricultural Insect Pests
The impact of climate change on agricultural invasive insect pests
Distributed Optimal Heating Control of Building Zones
Prediction of perishable goods deliveries by GRU neural networks for reduction of logistics costs
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
Cascaded control of back-to-back converter DC link voltage robust to grid parameters variation
Advanced and predictive agriculture for resilience to climate change
Automation Practicum -- Lectures
Napredna i prediktivna poljoprivreda za otpornost klimatskim promjenama (AgroSPARC)
Identification of a control-oriented energy model for a system of fan coil units
Hierarchical Model Predictive Control for Coordinated Electric Railway Traction System Energy Management
Price-Optimal Energy Flow Control of a Building Microgrid Connected to a Smart Grid
Distributed Optimal Batteries Charging Control for Heterogenous Electric Vehicles Fleet
Control in Smart Cities
DC link voltage control of back-to-back converter robust to grid conditions
Modular energy cost optimization for buildings with integrated microgrid
Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization
Upgrade of a typical office building automation system for enabling open energy management services
Control of a buck-boost DC-DC power converter for microgrid energy storage
Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis
Comfort Control in Buildings with Adherence to the Required Thermal Energy Input in Zones
Process automatization seminar materials for industry participants - advanced level
Predictive control for heating power variance and peak reduction in buildings
Model Predictive Control for Energy-saving and Comfortable Temperature Control in Buildings
Process automatization seminar materials for industry participants - basic level
Multi-level Optimal Control of a Microgrid- supplied Cooling System in a Building
Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages
Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control
Railway transport system energy flow optimization with integrated microgrid
Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control
State of the art control methods for energy efficient train operation in a railway traffic system
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
Fault-tolerant Control of Permanent Magnet Synchronous Generator in Wind Turbines
Control of Induction Machine based on Mathematical Model with Included Anisotropy
Fault-tolerant Control of Wound Rotor Synchronous Generator in Wind Turbines
Influence of Wind Turbine Generator Fault-tolerant Control on Power Production Quality
Optimal Flux Magnitude Tracking with Application to Fault-tolerant Control of Wind Turbine Generators
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Rotor Bar Defects
Fault-tolerant Control of a Wind Turbine with Generator Stator Inter-turn Faults
Field-oriented Control of an Induction Machine with Winding Asymmetries
State and Parameter Estimation for Field-oriented Control of Induction Machine Based on Unscented Kalman Filter
Dynamic Induction Machine Model Accounting for Stator and Rotor Slotting
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Stator Inter-turn Faults
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Rotor Bar Defects
Fault-Tolerant Control of a Blade-pitch Wind Turbine With Inverter-fed Generator
Tensor Product Based Control of the Single Pendulum Gantry Process with Stable Neural Network Based Friction Compensation
B-spline neural compensator for system's nonlinearities
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)
- Optimal Sizing and Operation of a Photovoltaic System with Storage (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Master Project (Lecturers)
- Mentored Seminar (Lecturers)
- Presentation Seminar (Lecturers)
- Project (Lecturers)
- Project on Control, Estimation and Optimization in Solar Energy (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