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
Data-Driven Modeling of Urban Traffic Travel Times for Short-and Long-Term Forecasting
Prediction of Aggregated EV Representation Using XGBoost and LightGBM
Predictive control based assessment of building demand flexibility in fixed time windows
Implementation of model predictive indoor climate control for hierarchical building energy management
Assessing Flight Propensity of the Box Tree Moth, Cydalima perspectalis using Flight Mill Methodology
Grey-box Dynamic Model of a Drinking Water Treatment Plant
Wing shape variability and flight performance of box tree moth Cydalima perspectalis
Monitoring winter wheat growth and development through different climate change scenarios
Detection of insect pest infestation stress in winter wheat using proximal spectroscopic measurements
Energy-Efficient Model Predictive Train Traction Control With Incorporated Traction System Efficiency
An IoT-Based Encapsulated Design System for Rapid Model Identification of Plant Development
Ground-based remote sensing for es ma ng stress in winter wheat due to water defi cit and insect pest infesta on
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings
FLIGHT PROPENSITY AND PERFORMANCE OF INVASIVE BOX TREE MOTH
Specialist training of the police intervention unit and its situational effectiveness in emergency situations
Coordinated Energy Management of the Electric Railway Traction System: Croatian Railways Case Study
Building energy management service based on predictive control
Rapid Plant Development Modelling System for Predictive Agriculture
Rapid Plant Development Modelling System for Predictive Agriculture based on Artificial Intelligence
Modular Hierarchical Model Predictive Control for Coordinated and Holistic Energy Management of Buildings – Battery Storage Considerations
Distributed Optimal Heating Control of a Residential Building Resilient to Cybersecurity Issues
Prediction of User-defined Room Temperature Setpoints by LSTM Neural Networks
User interface for climate control of commercial buildings
Optimal control for daily operation planning of a water distribution system with pumped storage
Hierarchical Model Predictive Control for Coordinated Electric Railway Traction System Energy Management
Coordinated Multi-level Model Predictive Control of Energy in Electric Railway Traction Systems
Energy-Efficient Train Traction Control on Complex Rail Configurations
Nonlinear hierarchical building zone and microgrid control based on sensitivity analysis
Hierarchical Coordination of Trains and Traction Substation Storages for Energy Cost Optimization
Water demand prediction and dynamic water prices computation
Hierarchical Energy Management of Multi-Train Railway Transport System with Energy Storages
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
Computer-assisted Management of Building Climate and Microgrid with Model Predictive Control
Water Use Disaggregation Based on Classification of Feature Vectors Extracted from Smart Meter Data
Power system state estimation
Competences
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Control systems
Automatic control Control design Control engineering Control system synthesis Optimal control -
Mathematics
Linear programming Dynamic programming Machine learning algorithms Convex functions Mathematical model Mathematical programming Optimization Piecewise linear approximation -
Computational and artificial intelligence
Supervised learning Artificial neural networks Multi-layer neural network -
Power engineering and energy
Energy management Demand-side management Energy efficiency Energy storage Automatic generation control Distributed power generation Microgrids -
Robotics and automation
Building automation -
Intelligent transportation systems
Rail transportation