PristupačnostNa FER-u postoji više zaposlenika s imenom
Sustav za nadzor rada poslovne napredne zgrade
Prediction of Windows Openness in Smart Building by Supervised Machine Learning
Aplikacija za nadzor rada inteligentne gradske rasvjete
Hyperspectral Sensing and Machine Learning for Early Detection of Cereal Leaf Beetle Damage in Wheat: Insights for Precision Pest Management
Online grocery shopping in Europe: consumer research on the role of innovation and local food perceptions
Sustav za nadzor klimatizacije poslovne pametne zgrade
Multimodal Data Fusion and Contrastive Self-Supervised Learning for Enhanced Weather Forecasting with S4 Models
Predikcija kratkoročnih vremenskih uvjeta primjenom algoritama strojnog učenja
Hyperspectral Canopy Reflectance and Machine Learning for Threshold-Based Classification of Aphid-Infested Winter Wheat
Daljinsko upravljanje dijelom procesa proizvodnje piva
Modular Coordination of Vehicle Routing and Bin Packing Problems in Last Mile Logistics
Optimization of heterogeneous last-mile delivery of fresh products considering traffic congestions and other real-world parameters
Schedule optimisation by simulated annealing algorithm
Brzo modeliranje napredne rezidencijalne zgrade primjenom strojnog učenja
Savjetovanje pravilnog držanja tijela tijekom vježbanja primjenom strojnog učenja
Optimizacija rasporeda tabu pretraživanjem
Schedule optimisation by genetic algorithm
Lokalizacija i praćenje objekata na nizu sekvencijalnih slika korištenjem dubokih neuronskih mreža
Model Predictive Control for Adaptive Energy-Efficient Street Lighting: A Comprehensive Framework and Case Study
Weather nowcasting using radar imaging and machine learning
Upravljanje temperaturom napredne zgrade zasnovano na IoT uređajima
Upravljanje žičnom prugom u postupku vrućeg valjanja
Mobilna aplikacija za optimizaciju prehrambene logistike
Mobilna aplikacija za timske rekreativne sportove
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Predikcija otvorenosti prozora u naprednoj zgradi umjetnom inteligencijom
Distributed Nonlinear Model Predictive Control of Heterogeneous Battery Storage Systems
Enhancing the Self-Other Voice Discrimination Procedure for Clinical Applications
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
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
Optimalno navodnjavanje pšenice primjenom umjetne inteligencije
Data-driven Predictive Control of Office Temperatures Based on Multiple Linear Regression Model
Korekcija navika vozača strojnim učenjem
Savjetovanje pravilnog držanja tijela tijekom bicikliranja primjenom strojnog učenja
Aplikacija za prediktivni nadzor naprednih zgrada
Upravljačka elektronika za napredno gospodarenje baterijskim sustavom u električnim vozilima
Sustav za vođenje procesa u teretani
Predikcija proizvodnje energije iz vjetroelektrane strojnim učenjem
Data-Driven Model Identification of Building Thermal Dynamics
Coalitional Model Predictive Control of Building Zones Temperatures
Intelligent System for Monitoring and Control of Street Lighting
Upravljanje u računalnom oblaku za navodnjavanje naprednog staklenika
Klasifikacija navika vozača strojnim učenjem
Model Predictive Control of Street Lighting based on Spatial Points of Interest
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
Distributed Street lighting Model Predictive Control based on Spatial Points of Interest
Adaptable Simulation Environment for LED Streetlight Dimming Control System
Distributed Parametric Model Predictive Control of Street Lighting
Proceedings of the 2023 62nd IEEE Conference on Decision and Control (CDC)
Detekcija fizioloških odgovora ozime pšenice na abiotske i biotske čimbenike stresa korištenjem senzorskih sustava motrenja
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 architecture for short-term weather forecast
Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting
Vegetacijski indeksi kao alati za procjenu prinosa pšenice
Simple and Accurate Model of Thermal Storage with Phase Change Material Tailored for Model Predictive Control
Detection and Evaluation of Environmental Stress in Winter Wheat Using Remote and Proximal Sensing Methods and Vegetation Indices—A Review
Model predictive control of battery systems in a microgrid
Ray Tracing Model of LED Street Lighting for Energy Efficiency Simulation
Detection of insect pest infestation stress in winter wheat using proximal spectroscopic measurements
Nonlinear model predictive control of a microgrid with a variable efficiency battery storage system
Automatsko upravljanje - laboratorijske vježbe
Detection and evaluation of environmental stress in winter wheat using proximal sensing methods
Procesna automatizacija -- predavanja
Sliding Mode Controller for Parameter-Variable Load Sharing in Islanded AC Microgrid
SCADA sustav za klimatizaciju zgrade
Osnove automatizacije -- predavanja
Automatizacija postrojenja i procesa -- predavanja
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Ground-based remote sensing for es ma ng stress in winter wheat due to water defi cit and insect pest infesta on
Zone Climate Control Living Lab with Wireless IoT Devices
Forecasting Sales in Retail with XGBoost and Iterated Multi-step Ahead Method
Modelsko prediktivno upravljanje klimatizacijom pametne rezidencijalne jedinice
Upravljanje sustavom podnog grijanja
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Identification of Window Openness in Smart Buildings by Random Forest Algorithm
Monitoring winter wheat growth and development through different climate change scenarios
Predikcija potrošnje energije u pametnim kućanstvima koristeći algoritme strojnog i dubokog učenja
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
Prediction of Store Demands by Decision Trees and Recurrent Neural Networks Ensemble with Transfer Learning
Mixed Logical Dynamical Modelling of a Stratified Storage with Phase-Change Material
Predikcija kratkoročnih vremenskih uvjeta primjenom algoritama strojnog učenja
Predictive microgrid control with renewable energy systems
Optimalno upravljanje sustavom klimatizacije pametne zgrade
Napredno upravljanje gradskom rasvjetom
Upravljanje klimatizacijom naprednog staklenika
An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
The Impact of Climate Change on Agricultural Insect Pests
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
Upravljanje sustava namatanja pomoću industrijskog PLC-a
Samoorganizirajući distribuirani upravljački sustav u pametnim zgradama
Prediktivno upravljanje sustavom klimatizacije kabine električnog automobila
Daljinsko upravljanje i nadzor cestovne dionice
Modeliranje električne potrošnje korisnika pomoću IoT uređaja i neuronskih mreža
Model predictive control of the vehicle lateral force for driver assistance
Predikcija cijena dionica umjetnom inteligencijom
Advanced and predictive agriculture for resilience to climate change
Daljinsko upravljanje dijelom procesa proizvodnje piva
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
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
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
Prometni SCADA sustav
Distributed Optimal Heating Control of Building Zones
Effect of Climate Change on Introduced and Native Agricultural Invasive Insect Pests in Europe
Proximal sensing and vegetation indices of wheat for predictive agriculture
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Daljinsko upravljanje javnom gradskom rasvjetom
The impact of climate change on agricultural invasive insect pests
Rapid Plant Development Modelling System for Predictive Agriculture
Modeliranje električne potrošnje korisnika pomoću IoT uređaja i neuronskih mreža
Upravljanje distribuiranom proizvodnjom i potrošnjom u laboratorijskoj mikromreži
Upravljanje temperaturom u automatiziranom stakleniku
Modeliranje željenih klimatizacijskih uvjeta korisnika pomoću IoT uređaja i neuronskih mreža
Advanced and predictive agriculture for resilience to climate change (AgroSPARC)
Upravljanje klimatizacijskim sustavom zgrade pomoću PLC-a
Upravljanje punjenjem baterijskog sustava u laboratorijskoj mikromreži
Daljinski nadzor rada centralne plinske distribucijske stanice
Distribuirano optimalno upravljanje klimatizacijom u naprednim zgradama
Upravljanje rasvjetom u automatiziranom stakleniku
Praktikum automatizacije -- predavanja
Prediktivno upravljanje industrijskim procesom pomoću PLC-a
Upravljanje doziranjem hranjiva u automatiziranom stakleniku
Upravljanje navodnjavanjem u automatiziranom stakleniku
Identification of user behavior in smart buildings by machine learning
Uspostavljanje rasprostranjene bežične senzorske mreže niske potrošnje energije za digitalizaciju zone u naprednim zgradama
Upravljanje rashladnim sustavom zgrade programibilnim logičkim kontrolerom
Inteligentna upravljačka jedinica za digitalizaciju zone u naprednim zgradama
Vodoopskrbni SCADA sustav
Modelsko upravljanje klimatizacijom zona u energetski učinkovitim i naprednim zgradama
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
Modelsko upravljanje klimatizacijom zona u energetski učinkovitim i naprednim zgradama
Korisničko sučelje za upravljanje klimatizacijom poslovnih zgrada
Upravljanje dvoosnim fotonaponskim sustavom pomoću PLC-a
Identification of a control-oriented energy model for a system of fan coil units
Nadzor rada energetski učinkovitih i naprednih zgrada
Distributed Optimal Batteries Charging Control for Heterogenous Electric Vehicles Fleet
Price-Optimal Energy Flow Control of a Building Microgrid Connected to a Smart Grid
Control in Smart Cities
Distribuirano optimalno upravljanje punjenjem baterija flote električnih vozila
DC link voltage control of back-to-back converter robust to grid conditions
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
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
Control of a buck-boost DC-DC power converter for microgrid energy storage
Dizajn i implementacija regulatora mrežne strane pretvarača emuliranog vjetroagregata
Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages
Multi-level Optimal Control of a Microgrid- supplied Cooling System in a Building
Predictive control for heating power variance and peak reduction in buildings
Materijali za seminar iz automatizacije postrojenja za sudionike iz industrije – napredni stupanj
Materijali za seminar iz automatizacije postrojenja za sudionike iz industrije – osnovni stupanj
Model Predictive Control for Energy-saving and Comfortable Temperature Control in Buildings
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
Increasing Accuracy of Kalman Filter-based Sensorless Control of Wind Turbine PM Synchronous Generator
Railway transport system energy flow optimization with integrated microgrid
Control of Induction Machine based on Mathematical Model with Included Anisotropy
Estimacija brzine vrtnje sinkronog generatora vjetroagregata korištenjem Kalmanova filtra
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
Field-oriented Control of an Induction Machine with Winding Asymmetries
Fault-tolerant Control of a Wind Turbine with a Squirrel-cage Induction Generator and Stator Inter-turn Faults
Implementacija simpleks algoritma za linearno programiranje u programirljivom logičkom kontroleru s primjenom u energetski efikasnoj kući
Implementacija algoritma nederivacijskog Kalmanova filtra u programirljivom logičkom kontroleru
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 neuronski kompenzator nelinearnosti sustava
Kompenzacija trenja zasnovana na neuronskim mrežama u sustavu krana s ovješenim njihalom
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