prof. dr. sc. Mato Baotić

Full professor, Department of Control and Computer Engineering

Location:
Public phone number:
6129-850
Internal phone number:
350

Kalman Filter Based Sensor Fusion for Omnidirectional Mechatronic System

Korotaj, Blaž ; Novoselnik, Branimir ; Baotić, Mato
2021.
35th International Conference on Electrical Drives and Power Electronics, EDPE 2021

MPC framework for constrained wind turbine individual pitch control

Petrović, Vlaho ; Jelavić, Mate ; Baotić, Mato
2021.
Wind energy

Parametric Optimization Based MPC for Systems of Systems with Affine Coordination Constraints

Novoselnik, Branimir ; Spudić, Vedrana ; Baotić, Mato
2020.
IEEE transactions on automatic control

Alternating direction method of multipliers in optimal control of systems of systems

Živković, Vice ; Novoselnik, Branimir ; Baotić, Mato
2018.
41st International Convention MIPRO 2018

Robust Microgrid Control Using Tube Scaling Approach

Novoselnik, Branimir ; Matuško, Jadranko ; Baotić, Mato
2017.
2017 American Control Conference (ACC)

Electrical Power Distribution System Reconfiguration: Case Study of a Real-life Grid in Croatia

Novoselnik, Branimir ; Bolfek, Martin ; Bošković, Marin ; Baotić, Mato
2017.
The 20th World Congress of the International Federation of Automatic Control

New Challenges in Theory and Practice of Model Predictive Control

Baotić, Mato ; Matuško, Jadranko ; Perić, Nedjeljko
2017.
Primjena matematičkog modeliranja i numeričkih simulacija u kemijskoj procesnoj industriji

Receding Horizon Control for Convergent Navigation of a Differential Drive Mobile Robot

Seder, Marija ; Baotić, Mato ; Petrović, Ivan
2017.
IEEE transactions on control systems technology

Finite control set model predictive control of a grid connected two-level converter

Hadjina, Tamara ; Mišković, Ivan ; Baotić, Mato
2017.
19th International Conference on Electrical Drives and Power Electronics

Coordinated Microgrid Control via Parametric Optimization

Novoselnik, Branimir ; Baotić, Mato
2016.
IEEE International Energy Conference ENERGYCON 2016

Dynamic Management of Electrical Power Distribution Networks

Novoselnik, Branimir ; Bolfek, Martin ; Bošković, Marin ; Baotić, Mato
2016.
Automatika – Journal for Control, Measurement, Electronics, Computing and Communications

DYMASOS Plenary meeting Ludwigshafen presentation: Technical work in WP5

Novoselnik, Branimir ; Baotić, Mato
2016.

DYMASOS Plenary meeting Zagreb presentation: Technical work in WP2

Novoselnik, Branimir ; Đalto, Mladen ; Baotić, Mato
2016.

D2.5 Report on the integration of economics- driven and market-based mechanisms with dynamic reconfiguration in SoS control

Paulen, Radoslav ; Nazari, Shaghayegh ; Shahidi, S. Amirreza ; Fele, Filiberto ; Novoselnik, Branimir ; Baotić, Mato
2016.

D5.5 Synthesis report: State of the art and future directions in management and control of physically coupled systems of systems

Novoselnik, Branimir ; Baotić, Mato ; Paulen, Radoslav, Wenzel, Simon ; Maxeiner, Lukas ; Nazari, Shaghayegh ; Engell, Sebastian ; Fele, Filiberto ; Camacho, Eduardo F. ; Naranjo, Alfredo G. ; Gentile, Basilio ; Lygeros, John
2016.

Water use disagregation in a household based on signal processing from a smart water meter

Vašak, Mario ; Banjac, Goran ; Novak, Hrvoje ; Baotić, Mato ; Matuško, Jadranko
2016.
Strategija razvoja vodoopskrbe i odvodnje Grada Zagreba

D2.4 Report on the developed approach to systematic uncertainty handling in economics- driven coordination for SoS control

Đalto, Mladen ; Novoselnik, Branimir ; Baotić, Mato ; Vašak, Mario ; Matuško, Jadranko ; Jokić, Andrej.
2016.

DYMASOS Plenary meeting Nice presentation: Technical work in WP2

Baotić, Mato ; Novoselnik, Branimir ; Đalto, Mladen ; Matuško, Jadranko ; Vašak, Mario ; Jokić, Andrej
2016.

Dynamic Management of Electrical Power Networks With Distributed Generation and Storage

Novoselnik, Branimir ; Baotić, Mato
2015.
2015 International Conference on Process Control

Linear Control Systems Design

Baotić, Mato
2015.

Dynamic Reconfiguration of Electrical Power Distribution Systems with Distributed Generation and Storage

Novoselnik, Branimir ; Baotić, Mato
2015.
NMPC'15, 5th IFAC Conference on Nonlinear Model Predictive Control

D5.3 Technical report describing case studies, including the abstract and the detailed simulation models

Fele, Filiberto ; González-Debada, Ezequiel ; Ridao, Miguel A. ; Bordons, Carlos ; Maestre, José M. ; Camacho, Eduardo F. ; González, Alfredo ; Novoselnik, Branimir ; Baotić, Mato ; Bolfek, Martin ; Bošković, Marin ; Hosseini, Alireza ; Nohr, Marcus ; Beisheim, Benedikt ; Krämer, Stefan ; Cui, Jian ; Maxeiner, Lukas ; Paulen, Radoslav, Wenzel, Simon
2015.

DYMASOS Plenary meeting Malaga presentation: Technical work in WP2

Novoselnik, Branimir ; Baotić, Mato
2015.

DYMASOS Plenary meeting Florence presentation: Technical work in WP2

Baotić, Mato ; Novoselnik, Branimir
2015.

Adaptable urban water demand prediction system

Banjac, Goran ; Vašak, Mario ; Baotić, Mato
2015.
Water Science and Technology-Water Supply

D2.2 Report on algorithms for dynamic reconfiguration applied to economics-based coordination in SoS

Novoselnik, Branimir ; Baotić, Mato ; Vašak, Mario ; Matuško, Jadranko ; Jokić, Andrej
2015.

DYMASOS Plenary meeting Aachen presentation: Technical work in WP2 and WP5

Baotić, Mato ; Novoselnik, Branimir ; Matuško, Jadranko ; Vašak, Mario ; Jokić, Andrej
2015.

Intelligent Control Systems: Neural Networks and Genetic Algorithms in Control

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
2015.

Nonlinear Model Predictive Control for Energy Efficient Housing with Modern Construction Materials

Novoselnik, Branimir ; Ćesić, Josip ; Baotić, Mato ; Petrović, Ivan
2015.
2015 IEEE Sensors Applications Symposium

Cooperative Distributed Model Predictive Control for Wind Farms

Spudić, Vedrana ; Conte, Christian ; Baotić, Mato ; Morari, Manfred
2015.
Optimal control applications & methods

Supervisory controller for reduction of wind turbine loads in curtailed operation

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2015.
Control engineering practice

Optimization approach to power control of grid side converters during voltage sags

Hadjina, Tamara ; Baotić, Mato
2015.
IEEE International Conference on Industrial Technology (ICIT)

Advanced control algorithms for reduction of wind turbine structural loads

Petrović, Vlaho ; Jelavić, Mate ; Baotić, Mato
2015.
Renewable energy

Automatic Control - Solved Problems (ver 3)

Mišković, Nikola ; Hadjina, Tamara ; Hure, Nikola ; Baotić, Mato i ostali
2015.

Analysis of Microgrid Power Flow Optimization with Consideration of Residual Storages State

Gulin, Marko ; Vašak, Mario ; Baotić, Mato
2015.
European Control Conference, ECC

Development of a computer program for short-term hourly electric power load and loss forecasting for distribution areas

Petrović, Ivan ; Baotić, Mato ; Matuško, Jadranko ; Vašak, Mario ; Marković, Ivan ; Đalto, Mladen ; Gulin, Marko
2015.

New Energy Planning Software for Analysis of Island Energy Systems and Microgrid Operations – H2RES Software as a Tool to 100% Renewable Energy System

Gašparović, Goran ; Krajačić, Goran ; Duić, Neven ; Baotić, Mato
2014.
Computer Aided Chemical Engineering

Technical report on the revision of the microgrid design and components sizing algorithms based on the developed microgrid control algorithms - MICROGRID project Deliverable D3.3.1.

Gašparović, Goran ; Ćosić, Boris ; Prebeg, Pero ; Duić, Neven ; Baotić, Mato
2014.

Neural-network-based ultra-short-term wind forecasting

Đalto, Mladen ; Vašak, Mario ; Baotić, Mato ; Matuško, Jadranko ; Horvath, Kristian
2014.
European Wind Energy Association 2014 Annual Event (EWEA 2014)

Dynamic day-ahead water pricing based on smart metering and demand prediction

Vašak, Mario ; Banjac, Goran ; Baotić, Mato ; Matuško, Jadranko
2014.
Water Distribution System Analysis Conference - Urban Water Hydroinformatics and Strategic Planning, WDSA 2014

Adaptable urban water demand prediction system

Banjac, Goran ; Vašak, Mario ; Baotić, Mato
2014.
IWA World Water Congress & Exhibition 2014

Reduction of wind turbine structural loads caused by rotor asymmetries

Petrović, Vlaho ; Jelavić, Mate ; Baotić, Mato
2014.
2014 European Control Conference (ECC)

Tuning of model predictive controller for wind turbine load reduction

Banjac, Goran ; Spudić, Vedrana ; Baotić, Mato
2013.
36th international convention on information and communication technology, electronics and microelectronics

Fast Coordinated Model Predictive Control of Large-Scale Distributed Systems with Single Coupling Constraint

Spudić, Vedrana ; Baotić, Mato
2013.
2013 European Control Conference (ECC 2013)

Control of the Grid Side Converter in a Wind Turbine

Hadjina, Tamara ; Baotić, Mato ; Perić, Nedjeljko
2013.
36th international convention on information and communication technology, electronics and microelectronics

Control of the grid side converter in a wind turbine during grid faults

Hadjina, Tamara ; Baotić, Mato ; Perić, Nedjeljko
2013.
17th International Conference on Electrical Drives and Power Electronics

Estimation of the global solar irradiance on tilted surfaces

Gulin, Marko ; Vašak, Mario ; Baotić, Mato
2013.
17th International Conference on Electrical Drives and Power Electronics, EDPE

Joint Estimation of Equivalent Electrical Model Parameters and State-of-Charge for VRLA Batteries

Gulin, Marko ; Vašak, Mario ; Baotić, Mato
2013.
17th International Conference on Electrical Drives and Power Electronics, EDPE

Deliverable D3.1.2: Technical report on the designed procedure for microgrid sizing

Gašparović, Goran ; Duić, Neven ; Jelavić, Mate ; Horvath, Kristian ; Baotić, Mato
2012.

Quasi-stationary optimal control for wind farms with closely spaced turbines

Horvat, Tomislav ; Spudić, Vedrana ; Baotić, Mato
2012.
MIPRO 2012 Jubilee 35th International Convention

Explicit model predictive control for reduction of wind turbine structural loads

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2012.
51st IEEE Conference on Decision and Control

Reduction of Wind Turbine Tower Oscillations Based on Individual Pitch Control

Petrović, Vlaho ; Baotić, Mato ; Perić, Nedjeljko
2012.
20th Mediterranean Conference on Control & Automation (MED2012)

Principles and methodologies for REES power profiles prediction - MICROGRID Project Deliverable D2.1.1.

Gulin, Marko ; Vašak, Mario ; Baotić, Mato ; Dragičević, Tomislav ; Duić, Neven ; Horvath, Kristian ;
2012.

Technical report on the hierarchical control of DC microgrids - MICROGRID Project Deliverable D1.1.1

Gulin, Marko ; Vašek, Mario ; Baotic, Mato ; Dragicevic, Tomislav ; Duic, Neven ; Jelavic, Mate
2012.

Deterministic power flow optimization in an experimental microgrid

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko
2011.
5th Global Conference on Power Control & Optimization (PCO 2011)

Efficient Implementation of Patched LQR for Control and Protection of Multi-mass Drives

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko ; Szabat, Krzysztof ; Cychowski, Marcin
2011.
2011 IEEE International Symposium on Industrial Electronics

Explicit Model Predictive Control for Trajectory Tracking with Mobile Robots

Maurović, Ivan ; Baotić, Mato ; Petrović, Ivan
2011.
IEEE/ASME International Conference on Advanced Intelligent Mechatronics

Wind Farm Load Reduction via Parametric Programming Based Controller Design

Spudić, Vedrana ; Baotić, Mato ; Perić, Nedjeljko
2011.
18th World Congress of the International Federation of Automatic Control

Wind turbine power control for coordinated control of wind farms

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2011.
18th Internation Conference on Process Control

Wind turbine power references in coordinated control of wind farms

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2011.
Automatika, Journal for Control, Measurement, Electronics, Computing and Communications

Deliverable 1.6: Plan for validation of control strategies

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Deliverable 3.4: Supervisory and reconfigurable control strategies. Part 2: Reconfigurable control strategies

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Deliverable 3.5: Supervisory and reconfigurable control software. Part 2: Reconfigurable control software

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Deliverable 5.6: Assessment and validation of relative performance of control strategies

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2011.

Dual Kalman Estimation of Wind Turbine States and Parameters

Mateljak, Petar ; Petrović, Vlaho ; Baotić, Mato
2011.
18th International Conference on Process Control

On the computation of linear model predictive control laws

Borrelli, Francesco ; Baotić, Mato ; Pekar, Jaroslav ; Stewart, Greg
2010.
Automatica

Constrained Energy Optimal Control of Trains: Conceptual Implementation

Vašak, Mario ; Baotić, Mato ; Bago, Marko ; Perić, Nedjeljko
2010.
30th Conference on Transportation Systems with International Participation Automation in Transportation 2010

Deliverable 3.3: Reconfigurable control extension

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Vašak, Mario ; Perić, Nedjeljko
2010.

Wind farm simulator in Matlab

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato
2010.
33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010

Hierarchical wind farm control for power/load optimization

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Perić, Nedjeljko
2010.
Torque 2010 The science of making torque from wind

Automatic control - lectures

Perić, Nedjeljko ; Vukić, Zoran ; Baotić, Mato ; Vašak, Mario ; Mišković, Nikola
2010.

The use of LabVIEW for development of HIL structure for wind turbine speed control

Petrović, Vlaho ; Hure, Nikola ; Baotić, Mato
2010.
33rd international convention on information and communication technology, electronics and microelectronics - MIPRO 2010

On Complexity of Explicit MPC Laws

Borrelli, Francesco ; Baotić, Mato ; Pekar Jaroslav ; Stewart, Greg
2009.
European Control Conference 2009

Polytopic Computations in Constrained Optimal Control

Baotić, Mato
2009.
Automatika, Journal for Control, Measurement, Electronics, Computing and Communications

On the computation of linear model predictive control laws

Borrelli, Francesco ; Pekar, Jaroslav ; Baotić, Mato ; Stewart, Greg
2009.
48th IEEE Conference on Decision and Control held jointly with 2009 28th Chinese Control Conference, CDC/CCC 2009

Optimal Rail Route Energy Management Under Constraints and Fixed Arrival Time

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko ; Bago, Marko
2009.
European Control Conference 2009

Deliverable 3.1: Control Strategy Review and Specification: Part 3 - Reconfigurable Control Extension

Spudić, Vedrana ; Jelavić, Mate ; Baotić, Mato ; Vašak, Mario ; Perić, Nedjeljko
2009.

An efficient algorithm for optimal control of PWA systems with polyhedral performance indices

Barić, Miroslav ; Grieder, Pascal ; Baotić, Mato ; Morari, Manfred
2008.
Automatica

Efficient On-Line Computation of Constrained Optimal Control

Baotić, Mato ; Borrelli, Francesco ; Bemporad, Alberto ; Morari, Manfred
2008.
SIAM Journal on Control and Optimization

Odometry calibration of mobile robots via semidefinite programming relaxations

Spudić, Vedrana ; Baotić, Mato ; Perić, Nedjeljko
2008.
The 17th International Electrotechnical and Computer Science Conference ERK’ 2008

Hybrid Theory Based Time-Optimal Control of an Electronic Throttle

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2007.
IEEE Transactions on Industrial Electronics

Efficient computation of the one-step robust sets for piecewise affine systems with polytopic additive uncertainties

Vašak, Mario ; Baotić, Mato ; Perić, Nedjeljko
2007.
European Control Conference 2007

Constrained Optimal Control of Hybrid Systems with a Linear Performance Index

Baotić, Mato ; Christophersen, Frank J. ; Morari, Manfred
2006.
IEEE Transactions on Automatic Control

Constrained Optimal Control of an Electronic Throttle

Vašak, Mario ; Baotić, Mato ; Morari, Manfred ; Petrović, Ivan ; Perić, Nedjeljko
2006.
International Journal of Control

Dynamic programming for constrained optimal control of discrete-time linear hybrid systems

Borrelli, Francesco ; Baotić, Mato ; Bemporad, Alberto ; Morari, Manfred
2005.
Automatica

Stabilizing low complexity feedback control of constrained piecewise affine systems

Grieder, Pascal ; Kvasnica, Mihal ; Baotić, Mato ; Morari, Manfred
2005.
Automatica

Optimal control of PWA systems by exploiting problem structure

Barić, Miroslav ; Grieder, Pascal ; Baotić, Mato ; Morari, Manfred
2005.
16th IFAC World Congress

Optimal control of piecewise affine systems: A dynamic programming approach

Christophersen, Frank J. ; Baotić, Mato ; Morari, Manfred
2005.
Lecture notes in control and information sciences

On-line Tuning of Controllers for Systems with Constraints

Barić, Miroslav ; Baotić, Mato ; Morari, Manfred
2005.
44th IEEE Conference on Decision and Control and European Control Conference ECC 2005

Optimal Control of Piecewise Affine Systems -- a Multi-parametric Approach

Baotić, Mato
2005.

Hybrid Theory Based Time-Optimal Control of an Electronic Throttle

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2005.
International Symposium on Industrial Electronics 2005

Low Complexity Control of Piecewise Affine Systems with Stability Guarantee

Grieder, Pascal ; Kvasnica, Mihal ; Baotić, Mato ; Morari, Manfred
2004.
American Control Conference

Multi-Parametric Toolbox (MPT)

Kvasnica, Mihal ; Grieder, Pascal ; Baotić, Mato ; Morari, Manfred
2004.
Lecture notes in computer science

Stability Analysis of Hybrid Systems with a Linear Performance Index

Christophersen, Frank J. ; Baotić, Mato ; Morari, Manfred
2004.
43rd IEEE Conference on Decision and Control

Electronic Throttle State Estimation and Hybrid Theory Based Optimal Control

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2004.
2004 IEEE International Symposium on Industrial Electronics

Time-optimal Model Predictive Control for Electronic Throttle Reference Tracking

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Deur, Joško ; Perić, Nedjeljko
2004.

Time-optimal Model Predictive Control for Electronic Throttle Reference Tracking - Experimental Results

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Deur, Joško ; Perić, Nedjeljko
2004.

Time-optimal Model Predictive Control for Electronic Throttle Reference Tracking - Experimental Results 2

Vašak, Mario ; Baotić, Mato ; Petrović, Ivan ; Deur, Joško ; Perić, Nedjeljko
2004.

Multi-object Adaptive Cruise Control

Möbus, Rainer ; Baotić, Mato ; Morari, Manfred
2003.
Lecture notes in computer science

An Efficient Algorithm for Computing the State Feedback Optimal Control Law for Discrete Time Hybrid Systems

Borrelli, Francesco ; Baotić, Mato ; Bemporad Alberto ; Morari Manfred
2003.
American Control Conference

A new Algorithm for Constrained Finite Time Optimal Control of Hybrid Systems with a Linear Performance Index

Baotić, Mato ; Christophersen, Frank J. ; Morari, Manfred
2003.
European Control Conference, ECC2003

Infinite Time Optimal Control of Hybrid Systems with a Linear Performance Index

Baotić, Mato ; Christophersen, Frank J. ; Morari, Manfred
2003.
42nd IEEE Conference on Decision and Control

Hybrid Systems Modeling and Control

Morari, Manfred ; Baotić, Mato ; Borrelli, Francesco
2003.
European journal of control

Low Complexity Control of Piecewise Affine Systems with Stability Guarantee

Grieder, Pascal ; Kvasnica, Michal ; Baotić, Mato ; Morari, Manfred
2003.

Active Vibration Suppression using switched PZTs

Niederberger, Dominik ; Baotić, Mato ; Morari, Manfred
2003.

Hybrid theory based optimal control of electronic throttle

Baotić, Mato ; Vašak, Mario ; Morari, Manfred ; Perić, Nedjeljko
2003.
American Control Conference

Hybrid Theory Based Model Predictive Control of Electrical Drives with Friction

Petrović, Ivan ; Baotić, Mato ; Matić, Luka ; Perić, Nedjeljko
2003.
10th European Conference on Power Electronics and Applications, EPE2003

An Efficient Algorithm for Multiparametric Quadratic Programming

Baotić, Mato
2002.

Model Predictive Control of Electronic Throttle

Baotić, Mato ; Vašak, Mario ; Petrović, Ivan ; Perić, Nedjeljko
2002.

Efficient On-Line Computation of Constrained Optimal Control

Borrelli, Francesco ; Baotić, Mato ; Bemporad Alberto ; Morari Manfred
2001.
40th IEEE Conference on Decision and Control - CDC 2001

Convex Optimization in Training of CMAC Neural Networks

Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2001.
IEEE 9th Mediterranean Conference on Control and Automation, MED'01

Application of Fuzzy Neural Networks in Predictive Control of Batch Distillation

Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2001.
IEEE 9th Mediterranean Conference on Control and Automation, MED'01

Convex Optimization in Training of CMAC Neural Networks

Baotić, Mato ; Petrović, Ivan ; Perić, Nedjeljko
2001.
Automatika : časopis za automatiku, mjerenje, elektroniku, računarstvo i komunikacije

Neural Network Based Identification and Control of Non-linear Time Variable Processes

Baotić, Mato
2000.

Regularization and validation of neural network models of nonlinear systems

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
2000.
Elektrotechnik und Informationstechnik (e&i)

Model structure selection for nonlinear system identification using feedforward neural networks

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
2000.
IEEE-INNS-ENNS INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS

An Efficient Newton-type learning Algorithm for MLP Neural Networks

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
1998.
International ICSC/IFAC Symposium on Neural Computation - NC'98

A Cascade-Correlation Learning Network with Smoothing

Petrović, Ivan ; Baotić, Mato ; Perić, Nedjeljko
1998.
International ICSC/IFAC Symposium on Neural Computation - NC'98

Application Of The Multilayer Neural Networks For The Identification Of pH Process

Baotić, Mato
1997.

Teaching duties

University undergraduate

University graduate

Postgraduate doctoral study programme

Competences

  • Computational and artificial intelligence
    Intelligent systems Autonomous systems Learning systems Backpropagation Computation theory Computational complexity Evolutionary computation Neural networks Artificial neural networks Feedforward neural networks Multi-layer neural network Radial basis function networks
  • Control systems
    Automatic control Centralized control Control design Control engineering Control system synthesis Decentralized control Digital control Linear feedback control systems Networked control systems Nonlinear control systems Optimal control
  • Industrial electronics
    Industrial control Process control Predictive control
  • Mathematics
    Linear algebra Linear programming Backpropagation algorithms Dynamic programming Genetic algorithms Prediction algorithms Convex functions Linear systems Mathematical programming Nonlinear dynamical systems Optimization Mathematical programming Quadratic programming
  • Robotics and automation
    Autonomous systems
  • Systems engineering and theory
    Hierarchical systems System analysis and design Asymptotic stability Control system analysis State-space methods Large-scale systems Lyapunov methods Robust control System dynamics System of systems Cyber-physical systems Systems engineering education
  • Computers and information processing
    Control engineering computing Mathematics computing Matlab Programming Integer linear programming
  • Education
    Control engineering education
  • Power engineering and energy
    Power system control
  • Systems, man, and cybernetics
    Control theory Intelligent control Linear feedback control systems

Personal data

Graduation year:
1997.
mr.sc. graduation year:
2000.
PhD graduation year:
2005.
Employed in this institution since:
1997.