PristupačnostNa FER-u postoji više zaposlenika s imenom
Upravljanje žičnom prugom u postupku vrućeg valjanja
Hyperspectral Sensing and Machine Learning for Early Detection of Cereal Leaf Beetle Damage in Wheat: Insights for Precision Pest Management
Mobilna aplikacija za optimizaciju prehrambene logistike
Sustav za nadzor rada poslovne napredne zgrade
Aplikacija za nadzor rada inteligentne gradske rasvjete
Predikcija kratkoročnih vremenskih uvjeta primjenom algoritama strojnog učenja
Brzo modeliranje napredne rezidencijalne zgrade primjenom strojnog učenja
Sustav za nadzor klimatizacije poslovne pametne zgrade
Savjetovanje pravilnog držanja tijela tijekom vježbanja primjenom strojnog učenja
Multimodal Data Fusion and Contrastive Self-Supervised Learning for Enhanced Weather Forecasting with S4 Models
Optimizacija rasporeda tabu pretraživanjem
Schedule optimisation by genetic algorithm
Weather nowcasting using radar imaging and machine learning
Upravljanje temperaturom napredne zgrade zasnovano na IoT uređajima
Online grocery shopping in Europe: consumer research on the role of innovation and local food perceptions
Hyperspectral Canopy Reflectance and Machine Learning for Threshold-Based Classification of Aphid-Infested Winter Wheat
Modular Coordination of Vehicle Routing and Bin Packing Problems in Last Mile Logistics
Model Predictive Control for Adaptive Energy-Efficient Street Lighting: A Comprehensive Framework and Case Study
Prediction of Windows Openness in Smart Building by Supervised Machine Learning
Optimization of heterogeneous last-mile delivery of fresh products considering traffic congestions and other real-world parameters
Lokalizacija i praćenje objekata na nizu sekvencijalnih slika korištenjem dubokih neuronskih mreža
Schedule optimisation by simulated annealing algorithm
Daljinsko upravljanje dijelom procesa proizvodnje piva
Distributed Nonlinear Model Predictive Control of Heterogeneous Battery Storage Systems
Sustav za vođenje procesa u teretani
Optimalno navodnjavanje pšenice primjenom umjetne inteligencije
Data-Driven Model Identification of Building Thermal Dynamics
Intelligent System for Monitoring and Control of Street Lighting
Coalitional Model Predictive Control of Building Zones Temperatures
Coalitional Model Predictive Control of Building Zones Temperatures
Upravljačka elektronika za napredno gospodarenje baterijskim sustavom u električnim vozilima
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Predikcija proizvodnje energije iz vjetroelektrane strojnim učenjem
Aplikacija za prediktivni nadzor naprednih zgrada
Savjetovanje pravilnog držanja tijela tijekom bicikliranja primjenom strojnog učenja
Korekcija navika vozača strojnim učenjem
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Predikcija otvorenosti prozora u naprednoj zgradi umjetnom inteligencijom
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
Enhancing the Self-Other Voice Discrimination Procedure for Clinical Applications
Klasifikacija navika vozača strojnim učenjem
Mobilna aplikacija za timske rekreativne sportove
Upravljanje u računalnom oblaku za navodnjavanje naprednog staklenika
Charging Control of A Vanadium Redox Flow Battery Integrated With Solar PV Plant
Vehicle Routing Problem Considering Electric Vehicle Battery Consumption
Modelsko prediktivno upravljanje IoT sustavom za hidroponski uzgoj biljaka
Distributed Street lighting Model Predictive Control based on Spatial Points of Interest
Distributed architecture for short-term weather forecast
Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting
Detekcija fizioloških odgovora ozime pšenice na abiotske i biotske čimbenike stresa korištenjem senzorskih sustava motrenja
Model Predictive Control of Street Lighting based on Spatial Points of Interest
Vegetacijski indeksi kao alati za procjenu prinosa pšenice
Model predictive control of battery systems in a microgrid
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Detection and Evaluation of Environmental Stress in Winter Wheat Using Remote and Proximal Sensing Methods and Vegetation Indices—A Review
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
Adaptable Simulation Environment for LED Streetlight Dimming Control System
Distributed Parametric Model Predictive Control of Street Lighting
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
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Optimalno upravljanje sustavom klimatizacije pametne zgrade
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
Napredno upravljanje gradskom rasvjetom
SCADA sustav za klimatizaciju zgrade
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Predikcija potrošnje energije u pametnim kućanstvima koristeći algoritme strojnog i dubokog učenja
Monitoring winter wheat growth and development through different climate change scenarios
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Upravljanje klimatizacijom naprednog staklenika
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Predikcija kratkoročnih vremenskih uvjeta primjenom algoritama strojnog učenja
Upravljanje sustavom podnog grijanja
Automatsko upravljanje - laboratorijske vježbe
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
Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency
Utjecaj klimatskih promjena na invazivne štetnike u poljoprivredi
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
Procesna automatizacija -- predavanja
Modelsko prediktivno upravljanje klimatizacijom pametne rezidencijalne jedinice
Sliding Mode Controller for Parameter-Variable Load Sharing in Islanded AC Microgrid
Automatizacija postrojenja i procesa -- predavanja
Osnove automatizacije -- predavanja
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Predictive microgrid control with renewable energy systems
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
Prometni SCADA sustav
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Predikcija cijena dionica umjetnom inteligencijom
Model predictive control of the vehicle lateral force for driver assistance
Modeliranje električne potrošnje korisnika pomoću IoT uređaja i neuronskih mreža
Daljinsko upravljanje i nadzor cestovne dionice
Prediktivno upravljanje sustavom klimatizacije kabine električnog automobila
Distributed Optimal Heating Control of Building Zones
Prediction of perishable goods deliveries by GRU neural networks for reduction of logistics costs
Cascaded control of back-to-back converter DC link voltage robust to grid parameters variation
Samoorganizirajući distribuirani upravljački sustav u pametnim zgradama
Daljinsko upravljanje javnom gradskom rasvjetom
Upravljanje sustava namatanja pomoću industrijskog PLC-a
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
Effect of Climate Change on Introduced and Native Agricultural Invasive Insect Pests in Europe
Daljinsko upravljanje dijelom procesa proizvodnje piva
Advanced and predictive agriculture for resilience to climate change
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
The impact of climate change on agricultural invasive insect pests
Upravljanje klimatizacijskim sustavom zgrade pomoću PLC-a
Modeliranje željenih klimatizacijskih uvjeta korisnika pomoću IoT uređaja i neuronskih mreža
Advanced and predictive agriculture for resilience to climate change (AgroSPARC)
Prediktivno upravljanje industrijskim procesom pomoću PLC-a
Upravljanje doziranjem hranjiva u automatiziranom stakleniku
Upravljanje punjenjem baterijskog sustava u laboratorijskoj mikromreži
Praktikum automatizacije -- predavanja
Upravljanje distribuiranom proizvodnjom i potrošnjom u laboratorijskoj mikromreži
Identification of user behavior in smart buildings by machine learning
Upravljanje temperaturom u automatiziranom stakleniku
Distribuirano optimalno upravljanje klimatizacijom u naprednim zgradama
Daljinski nadzor rada centralne plinske distribucijske stanice
Modeliranje električne potrošnje korisnika pomoću IoT uređaja i neuronskih mreža
Upravljanje navodnjavanjem u automatiziranom stakleniku
Upravljanje rasvjetom u automatiziranom stakleniku
Modelsko upravljanje klimatizacijom zona u energetski učinkovitim i naprednim zgradama
Uspostavljanje rasprostranjene bežične senzorske mreže niske potrošnje energije za digitalizaciju zone u naprednim zgradama
Modelsko upravljanje klimatizacijom zona u energetski učinkovitim i naprednim zgradama
Korisničko sučelje za upravljanje klimatizacijom poslovnih zgrada
Vodoopskrbni SCADA sustav
Inteligentna upravljačka jedinica za digitalizaciju zone u naprednim zgradama
Upravljanje rashladnim sustavom zgrade programibilnim logičkim kontrolerom
Upravljanje dvoosnim fotonaponskim sustavom pomoću PLC-a
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
Analiza mogućih ušteda optimalnim upravljanjem potrošnjom rezidencijalnih jedinica u naprednim gradovima
Modelsko prediktivno upravljanje bočnom silom vozila u manevrima za pretjecanje
Daljinsko upravljanje klimatizacijom automatiziranog staklenika
Nadzor rada energetski učinkovitih i naprednih zgrada
Distributed Optimal Batteries Charging Control for Heterogenous Electric Vehicles Fleet
Control in Smart Cities
Price-Optimal Energy Flow Control of a Building Microgrid Connected to a Smart Grid
Modular energy cost optimization for buildings with integrated microgrid
Control of a buck-boost DC-DC power converter for microgrid energy storage
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
Distribuirano optimalno upravljanje punjenjem baterija flote električnih vozila
Comfort Control in Buildings with Adherence to the Required Thermal Energy Input in Zones
Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization
DC link voltage control of back-to-back converter robust to grid conditions
Predictive control for heating power variance and peak reduction in buildings
Model Predictive Control for Energy-saving and Comfortable Temperature Control in Buildings
Dizajn i implementacija regulatora mrežne strane pretvarača emuliranog vjetroagregata
Multi-level Optimal Control of a Microgrid- supplied Cooling System in a Building
Materijali za seminar iz automatizacije postrojenja za sudionike iz industrije – napredni stupanj
Materijali za seminar iz automatizacije postrojenja za sudionike iz industrije – osnovni stupanj
Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages
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
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
Fault-tolerant Control of Wound Rotor Synchronous Generator in Wind Turbines
Fault-tolerant Control of a Wind Turbine subject to Generator Electromechanical Faults
Fault-tolerant Control of Permanent Magnet Synchronous Generator in Wind Turbines
Influence of Wind Turbine Generator Fault-tolerant Control on Power Production Quality
Estimacija brzine vrtnje sinkronog generatora vjetroagregata korištenjem Kalmanova filtra
Control of Induction Machine based on Mathematical Model with Included Anisotropy
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
Implementacija algoritma nederivacijskog Kalmanova filtra u programirljivom logičkom kontroleru
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
Implementacija simpleks algoritma za linearno programiranje u programirljivom logičkom kontroleru s primjenom u energetski efikasnoj kući
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
Kompenzacija trenja zasnovana na neuronskim mrežama u sustavu krana s ovješenim njihalom
B-spline neuronski kompenzator nelinearnosti sustava
Nastava
Sveučilišni preddiplomski
- Automatsko upravljanje (Nositelj)
- Automatsko upravljanje (Nositelj)
- Osnove automatizacije (Nositelj)
- Osnove automatizacije (Nositelj)
- Projekt E (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt iz programske potpore (Predavanja)
- Projekt R (Predavanja)
- Završni rad (Predavanja)
- Završni rad (Predavanja)
Sveučilišni diplomski
- Automatizacija postrojenja i procesa (Nositelj)
- Električna rasvjeta (Nositelj)
- Električna rasvjeta (Nositelj)
- Umreženi sustavi upravljanja (Nositelj)
- Upravljanje mikromrežama (Nositelj)
- Upravljanje spremnicima energije (Nositelj)
- Upravljanje spremnicima energije (Nositelj)
- Upravljanje u elektromehaničkim sustavima (Nositelj)
- Diplomski projekt (Predavanja)
- Diplomski projekt (Predavanja)
- Diplomski rad (Predavanja)
- Mentorski seminar (Predavanja)
- Prezentacijski seminar (Predavanja)
Kompetencije
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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