Pristupačnost
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
Detection and evaluation of environmental stress in winter wheat using proximal sensing methods
Automation of Plants and Processes -- Lectures
Automation Fundamentals -- Lectures
Process automation -- lectures
Nonlinear model predictive control of a microgrid with a variable efficiency battery storage system
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Effects of climate change on invasive insect pests in agriculture
Prediction of Store Demands by Decision Trees and Recurrent Neural Networks Ensemble with Transfer Learning
Sliding Mode Controller for Parameter-Variable Load Sharing in Islanded AC Microgrid
Zone Climate Control Living Lab with Wireless IoT Devices
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Ground-based remote sensing for es ma ng stress in winter wheat due to water defi cit and insect pest infesta on
Detection of insect pest infestation stress in winter wheat using proximal spectroscopic measurements
Monitoring winter wheat growth and development through different climate change scenarios
An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development
Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency
Prediction of perishable goods deliveries by GRU neural networks for reduction of logistics costs
Proximal sensing and vegetation indices of wheat for predictive agriculture
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Rapid Plant Development Modelling System for Predictive Agriculture
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
Effect of Climate Change on Introduced and Native Agricultural Invasive Insect Pests in Europe
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
The impact of climate change on agricultural invasive insect pests
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
The Impact of Climate Change on Agricultural Insect Pests
Advanced and predictive agriculture for resilience to climate change
Distributed Optimal Heating Control of Building Zones
Cascaded control of back-to-back converter DC link voltage robust to grid parameters variation
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Automation Practicum -- Lectures
Advanced and predictive agriculture for resilience to climate change (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
Control in Smart Cities
Distributed Optimal Batteries Charging Control for Heterogenous Electric Vehicles Fleet
Price-Optimal Energy Flow Control of a Building Microgrid Connected to a Smart Grid
Price-Optimal Energy Flow Control of a Building Microgrid Connected to a Smart Grid
Modular energy cost optimization for buildings with integrated microgrid
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
Upgrade of a typical office building automation system for enabling open energy management services
Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis
Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization
Model Predictive Control for Energy-saving and Comfortable Temperature Control in Buildings
Predictive control for heating power variance and peak reduction in buildings
Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages
Process automatization seminar materials for industry participants - basic level
Process automatization seminar materials for industry participants - advanced level
Multi-level Optimal Control of a Microgrid- supplied Cooling System in a Building
Increasing Accuracy of Kalman Filter-based Sensorless Control of Wind Turbine PM Synchronous Generator
Generator-fault-tolerant Control for a Variable-speed Variable-pitch Wind Turbine
State of the art control methods for energy efficient train operation in a railway traffic system
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
Railway transport system energy flow optimization with integrated microgrid
Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control
Fault-tolerant Control of a Wind Turbine subject to Generator Electromechanical Faults
Fault-tolerant Control of Permanent Magnet Synchronous Generator in Wind Turbines
Fault-tolerant Control of Wound Rotor Synchronous Generator in Wind Turbines
Control of Induction Machine based on Mathematical Model with Included Anisotropy
Influence of Wind Turbine Generator Fault-tolerant Control on Power Production Quality
Fault-tolerant Control of a Wind Turbine with Generator Stator Inter-turn Faults
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 a Squirrel-cage Induction Generator and Stator Inter-turn Faults
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
Field-oriented Control of an Induction Machine with Winding Asymmetries
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
Tensor Product Based Control of the Single Pendulum Gantry Process with Stable Neural Network Based Friction Compensation
Neural Network-based Friction Compensation for Gantry Crane Control System
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 (Lectures)
- BSc Thesis (Lectures)
- BSc Thesis (Lectures)
- Project (Lectures)
- Project C (Lectures)
- Project E (Lectures)
- Software Design Project (Lectures)
- Software Design Project (Lectures)
University graduate
- Automation of Plants and Processes (Lecturer in charge)
- Control of Electromechanical Systems (Lecturer in charge)
- Control of Microgrids (Lecturer in charge)
- Networked Control Systems (Lecturer in charge)
- Graduation Thesis (Lectures)
- Graduation Thesis (Lectures)
- Graduation Thesis (Lectures)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Project (Lectures)
- Seminar 1 (Lectures)
- Seminar 2 (Lectures)
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