Pristupačnost
Intelligent System for Monitoring and Control of Street Lighting
Data-Driven Model Identification of Building Thermal Dynamics
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
Embedded Implementation of Optimal City Lighting Lamp Control
Street Lighting Optimal Dimming with Model Predictive Control
Vehicle Routing Problem Considering Electric Vehicle Battery Consumption
Proximal remote sensing in detecting damage by cereal leaf beetle (Oulema sp.) in winter wheat
Adaptable Simulation Environment for LED Streetlight Dimming Control System
Distributed Parametric Model Predictive Control of Street Lighting
Utilization of ABC/XYZ analysis in retail sales forecasting using multivariate LSTM method
Distributed Street lighting Model Predictive Control based on Spatial Points of Interest
Detection and Evaluation of Environmental Stress in Winter Wheat Using Remote and Proximal Sensing Methods and Vegetation Indices—A Review
Charging Control of A Vanadium Redox Flow Battery Integrated With Solar PV Plant
Ray Tracing Model of LED Street Lighting for Energy Efficiency Simulation
Vegetation indices as tools for wheat yield evaluation
Distributed architecture for short-term weather forecast
Simple and Accurate Model of Thermal Storage with Phase Change Material Tailored for Model Predictive Control
Model Predictive Control of Street Lighting based on Spatial Points of Interest
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting
Detection of Physiological Responses of Winter Wheat to Abiotic and Biotic Stress Factors Using Sensor Monitoring Systems
Model predictive control of hydroponic cultivation IoT system
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency
Effects of climate change on invasive insect pests in agriculture
An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development
Nonlinear model predictive control of a microgrid with a variable efficiency battery storage system
Optimal control of smart building air-conditioning system
Advanced city lighting control
Monitoring winter wheat growth and development through different climate change scenarios
Zone Climate Control Living Lab with Wireless IoT Devices
Process automation -- lectures
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Sliding Mode Controller for Parameter-Variable Load Sharing in Islanded AC Microgrid
Ground-based remote sensing for es ma ng stress in winter wheat due to water defi cit and insect pest infesta on
Predictive microgrid control with renewable energy systems
Weather nowcasting using machine learning algorithms
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Prediction of Store Demands by Decision Trees and Recurrent Neural Networks Ensemble with Transfer Learning
Automatic Control - laboratory exercises
Automation of Plants and Processes -- Lectures
Detection and evaluation of environmental stress in winter wheat using proximal sensing methods
Detection of insect pest infestation stress in winter wheat using proximal spectroscopic measurements
Automation Fundamentals -- Lectures
Control of smart greenhouse air-conditioning system
Model predictive control of the vehicle lateral force for driver assistance
Cascaded control of back-to-back converter DC link voltage robust to grid parameters variation
Effect of Climate Change on Introduced and Native Agricultural Invasive Insect Pests in Europe
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Prediction of perishable goods deliveries by GRU neural networks for reduction of logistics costs
Proximal sensing and vegetation indices of wheat for predictive agriculture
The Impact of Climate Change on Agricultural Insect Pests
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
Cloud-based control and monitoring of a road segment
Cloud-based control of a brewing production process segment
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Distributed Optimal Heating Control of Building Zones
The impact of climate change on agricultural invasive insect pests
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
Predictive control of electric car cabin climate system
Rapid Plant Development Modelling System for Predictive Agriculture
Modelling of user power consumption by IoT controller with neural networks
Advanced and predictive agriculture for resilience to climate change
Prediction of stock prices by artificial intelligence
Cloud-based monitoring of a central gas distribution system
Identification of user behavior in smart buildings by machine learning
Irrigation control in automated greenhouse
Modelling of user power consumption by IoT controller with neural networks
Temperature control in automated greenhouse
Distributed optimal climate control of smart buildings
Lighting control in automated greenhouse
Control of nutrient dosing in an automated greenhouse
Modelling of user-defined climate conditions by IoT controller with neural networks
Predictive control of an industrial process by PLC
Advanced and predictive agriculture for resilience to climate change (AgroSPARC)
Battery charging control in a laboratory microgrid
Distributed generation and consumption control in a laboratory microgrid
Automation Practicum -- Lectures
Cost-benefit analysis for optimal consumption control of residential units in smart cities
Control of building cooling system implemented in programmable logic controller
Establishment of low-power consumption wireless sensor mesh network for zone digitalisation in smart buildings
Intelligent control unit for zone digitalisation in smart buildings
Model-based climate control of energy efficient and smart building zones
Identification of a control-oriented energy model for a system of fan coil units
Model predictive control of the vehicle lateral force during overtaking manoeuvres
Model-based climate control of energy efficient and smart building zones
Cloud-based climate control of automated greenhouse
User interface for climate control of commercial buildings
Hierarchical Model Predictive Control for Coordinated Electric Railway Traction System Energy Management
Distributed Optimal Batteries Charging Control for Heterogenous Electric Vehicles Fleet
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
DC link voltage control of back-to-back converter robust to grid conditions
Modular energy cost optimization for buildings with integrated microgrid
Distributed optimal battery charging control of electrical vehicles fleet
Upgrade of a typical office building automation system for enabling open energy management services
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
Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis
Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization
Design and implementation of a grid converter controller of an emulated wind turbine
Process automatization seminar materials for industry participants - basic level
Predictive control for heating power variance and peak reduction in buildings
Process automatization seminar materials for industry participants - advanced level
Model Predictive Control for Energy-saving and Comfortable Temperature Control in Buildings
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
Increasing Accuracy of Kalman Filter-based Sensorless Control of Wind Turbine PM Synchronous Generator
Railway transport system energy flow optimization with integrated microgrid
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 3D Tower Crane based on Tensor Product Transformation with Neural Friction Compensation
State of the art control methods for energy efficient train operation in a railway traffic system
Kalman Filter based Speed Estimation for a Wind Turbine Synchronous Generator
Fault-tolerant Control of Permanent Magnet Synchronous Generator in Wind Turbines
Fault-tolerant Control of a Wind Turbine subject to Generator Electromechanical Faults
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
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
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
Implementation of Unscented Kalman Filter Algorithm in a Programmable Logic Controller
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
State and Parameter Estimation for Field-oriented Control of Induction Machine Based on Unscented Kalman Filter
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
Fault-Tolerant Control of a Blade-pitch Wind Turbine With Inverter-fed Generator
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 (Lecturers)
- BSc Thesis (Lecturers)
- BSc Thesis (Lecturers)
- Final BSc Project (Lecturers)
- Project (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 Microgrids (Lecturer in charge)
- Networked Control Systems (Lecturer in charge)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Graduation Thesis (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Project (Lecturers)
- Seminar 1 (Lecturers)
- Seminar 2 (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