- Position:
- Lecturer
- Department:
- Department of Information Engineering and Process Control (DIEPC)
- Room:
- NB 661
- eMail:
- Home page:
- https://www.uiam.sk/~galcikova
- ORCID iD:
- 0000-0002-2213-6799
- WoS ResearcherID:
- ABD-3676-2020
- Google Scholar:
- CfE3LlkAAAAJ
- Availability:
Citations
- Total citations 31
L. Galčíková – J. Oravec: Self-tunable approximated explicit MPC: Heat exchanger implementation and analysis. Journal of Process Control, vol. 140, pp. 103260, 2024. Zenodo
- Number of citations 2
- Yitong Zhou – Jing Chang – Weisheng Chen: Human-like model-free control for heat exchangers with a new form of actuator bandwidth limitation. ISA Transactions, vol. 168, pp. 630-640, 2026.
- Li, Kaibo – Bhattacharyya, Sankhadeep – Dinh, Truong Quang – Yoon, Jongil – Yun, Bom: Advanced Model Predictive Control for Energy-Efficient Thermal Management in Intelligent Electric Refrigerated Vans. In 2025 27th International Conference on Advanced Communications Technology (ICACT), pp. 273-278, 2025.
J. Holaza – L. Galčíková – J. Oravec – M. Kvasnica: A software package for MPC design and tuning: MPT+. In 62nd IEEE Conference on Decision and Control, IEEE, Singapore, pp. 5688–5695, 2023. Zenodo
- Number of citations 1
- Nenchev, Vladislav: One Stack, Diverse Vehicles: Checking Safe Portability of Automated Driving Software. In 2025 IEEE/SICE International Symposium on System Integration (SII), 2025.
L. Galčíková – M. Horváthová – J. Oravec – M. Bakošová: Self-Tunable Approximated Explicit Model Predictive Control of a Heat Exchanger. Chemical Engineering Transactions, 2022, Vol. 94, no. 94, pp. 1015–1020, 2022.
- Number of citations 2
- Rudenko, Oleg – Bezsonov, Oleksandr – Ilyunin, Oleg – Demirskiy, Olexiy – Serdiuk, Nataliia – Arsenyeva, Olga – Semenenko, Oksana: Using a Neural Network Approach to Predict Deposits on the Surfaces of Heat Exchange Equipment. Chemical Engineering Transactions, vol. 103, 2023.
- P. Valábek – M. Fikar – M. Klaučo: Enhancing Closed-Loop Performance in Manufacturing Processes Using Universal Controller Tuning for Industrial Practice. In 12th IFAC Symposium on Advanced Control of Chemical Processes, pp. 375–380, 2024. Zenodo
P. Bakaráč – M. Horváthová – L. Galčíková – J. Oravec – M. Bakošová: Approximated MPC for embedded hardware: Recursive random shooting approach. Computers & Chemical Engineering, vol. 165, 2022.
- Number of citations 1
- Yang, Guisheng – Chen, Lijuan – Cai, Pengyang – Gao, Wei – Ai, Chao: Adaptive Disturbance Rejection and Power Smoothing Control for Offshore Hydraulic Wind Turbines Based on Pitch and Motor Tilt Angles. Energies, no. 24, vol. 17, 2024.
L. Galčíková – J. Oravec: Fixed complexity solution of partial explicit MPC. Computers & Chemical Engineering, vol. 157, pp. 107606, 2022.
- Number of citations 7
- Sáez, Javier Sanchis – Lichtenberg, Gerwald – Meyer, Jan-Henrik – Pangalos, Georg – Yáñez, Carlos Cateriano: Linear State Signal Shaping Explicit Model Predictive Control using Tensor Decompositions. IEEE Access, pp. 1-1, 2024.
- Cai, Guowei – Cao, Zhichong – Zhou, Shuyu – Liu, Xiaojun – Yang, Dongfeng – Jiang, Chao – Liu, Cheng – Sun, Zhenglong: Data-driven predictive based load frequency robust control of power system with renewables. International Journal of Electrical Power & Energy Systems, no. 109429, vol. 154, 2023.
- Salahshoor, Karim – Changizi, Nematollah – Sheiiei, Nooshin: PLC Implementation of a Novel Sub-Optimal Explicit Mpc Based on Fuzzy Reshaped Active Regions. Available at SSRN 4648190}, 2023.
- Changizi, N. – Salahshoor, K. – Siahi, M.: Complexity reduction of explicit MPC based on fuzzy reshaped polyhedrons for use in industrial controllers. International Journal of Systems Science, no. 3, vol. 54, pp. 463-477, 2023.
- Yang, Ningkang – Liu, Rui – Xiang, Changle – Ruan, Shumin – Han, Lijin – Liu, Hui – Nie, Shida – Guo, Lingxiong: Bi-Level Optimization of Speed Trajectory and Power Management for Autonomous HEVs in Off-Road Scenarios. IEEE Transactions on Intelligent Vehicles, no. 2, vol. 9, pp. 4191-4205, 2024.
- Siahi, Mehdi – Salahshoor, Karim – Changizi, Nematollah: Design and implementation of a sub-optimal explicit MPC using a novel complexity reduction approach based on fuzzy reshaped active regions. International Journal of Dynamics and Control, no. 1, vol. 11, pp. 338-353, 2023.
- Zheng, Zhou – Chen, Shanshan – Guo, Ran – Qu, Jian – Liang, Chen – Zhou, Haichao – Lu, Meng: Development of an intelligent controller for improved braking ride. Proceedings of the Institution of Mechanical Engineers Part D-journal of Automobile Engineering, 2026.
R. Kohút – L. Galčíková – K. Fedorová – T. Ábelová – M. Bakošová – M. Kvasnica: Hidden Markov Model-based Warm-start of Active Set Method in Model Predictive Control. Editor(s): R. Paulen and M. Fikar, In Proceedings of the 23rd International Conference on Process Control, IEEE, Slovak University of Technology, 2021.
- Number of citations 5
- Hassan, Ahmed – Ruiz-Moreno, Sara – Frejo, Jose Ramon D. – Maestre, Jose M. – Camacho, Eduardo Fernandez: Neural-Network Based MPC for Enhanced Lateral Stability in Electric Vehicles. IEEE Access, vol. 12, pp. 23265 – 23278, 2024.
- Norouzi, Armin – Heidarifar, Hamed – Borhan, Hoseinali – Shahbakhti, Mahdi – Koch, Charles Robert: Integrating Machine Learning and Model Predictive Control for automotive applications: A review and future directions. Engineering Applications of Artificial Intelligence, vol. 120, 2023.
- Li, Kaibo – Wang, Zhuolin – Dinh, Truong Quang – Yoon, Jongil: Reinforcement Learning-Based Hyperparameter Tuning for Adaptive Model Predictive Controllers in Battery Thermal Management. IEEE Transactions on Vehicular Technology, no. 8, vol. 74, 2025.
- Ahmed Hassan – Sara Ruiz-Moreno – Jose Ramon D. Frejo – Jose M. Maestre – Eduardo F. Camacho: Stability Enhancement in 4-Wheel Electric Vehicles using Deep Neural Networks. IFAC-PapersOnLine, no. 11, vol. 59, pp. 49-54, 2025.
- Kim, Junghyo – Park, Suyong – Han, Kyoungseok: Tutorial on Predictive Control for Systems With Model Uncertainty Using Gaussian Process Regression. Journal of Institute of Control, Robotics and Systems, no. 2, vol. 31, pp. 78 – 86, 2025.
J. Oravec – M. Bakošová – M. Horváthová – L. Galčíková – M. Slávik – A. Vasičkaninová – A. Mészáros: Convex-lifting-based Robust Control of a Laboratory Plate Heat Exchanger. Chemical Engineering Transactions, vol. 81, pp. 733–738, 2019.
- Number of citations 1
- Deng, T. – Li, X. – Zhang, L. – Lian, J. – Ma, T. – Wang, Q.: Controlling effect of phase change material based heat exchanger on supercritical CO
2 Brayton cycle. Journal of Cleaner Production, no. 122994, vol. 277, 2020.
J. Oravec – M. Bakošová – L. Galčíková – M. Slávik – M. Horváthová – A. Mészáros: Soft-constrained robust model predictive control of a plate heat exchanger: Experimental analysis. Energy, vol. 180, pp. 303–314, 2019.
- Number of citations 12
- Madhu, Resma P. K. – Subbaiah, Jayalalitha: Iterative quality weighted interpolation for LPV-MPC control of industrial heat exchanger under varying fouling conditions. Asia-pacific Journal of Chemical Engineering, no. 5, vol. 17, 2022.
- Nowak, Pawel – Fratczak, Michal – Grelewicz, Patryk – Czeczot, Jacek: ADRC-Based Habituating Control of Double-Heater Heat Source. Energies, no. 14, vol. 15, 2022.
- Chen, Qiong – Li, Nan: Model predictive control for energy-efficient optimization of radiant ceiling cooling systems. Building and Environment, no. 108272, vol. 205, 2021.
- Klopot, Tomasz – Skupin, Piotr – Grelewicz, Patryk – Czeczot, Jacek: Practical PLC-Based Implementation of Adaptive Dynamic Matrix Controller for Energy-Efficient Control of Heat Sources. IEEE Transactions on Industrial Electronics, no. 5, vol. 68, pp. 4269-4278, 2021.
- Stebel, Krzysztof – Fratczak, Michal – Grelewicz, Patryk – Czeczot, Jacek – Klopot, Tomasz: Adaptive predictive controller for energy-efficient batch heating process. Applied Thermal Engineering, no. SI, vol. 192, 2021.
- Walmsley, Timothy Gordon – Varbanov, Petar Sabev – Aviso, Kathleen – You, Fengqi: Energy integration and optimisation for sustainable total site, process and equipment design. Energy, no. 115896, vol. 186, 2019.
- Kumar, Shalendar – Ranjan, Rajiv: An Efficient Cascaded Effect Based Parallel Flow Heat Exchanger Using Nonlinear Model Predictive Controller Based Fuzzy Optimization Technique. Arabian Journal for Science and Engineering, 2023.
- Hong-Gui Han – Yan Wang – Hao-Yuan Sun – Zheng Liu – Jun-Fei Qiao: Data-driven soft constrained model predictive control for sludge bulking in wastewater treatment process. Journal of Process Control, vol. 151, pp. 103445, 2025.
- Libor Pekař – Radek Matušů – Petr Dostálek – Mengjie Song: Further experimental results on modelling and algebraic control of a delayed looped heating-cooling process under uncertainties. Heliyon, no. 8, vol. 9, pp. e18445, 2023.
- Wan, X.: Zone Model Predictive Control with Ellipsoid Softing Target in Chemical Processes. Processes, no. 8, vol. 12, 2024.
- Barforooshan, Mohsen – Bendtsen, Jan Dimon – Norlov, Anders Dyhr – Kristoffersen, Jesper: Dynamic Modeling of a Cooling System for Power Electronics via Experimental Investigation. Ifac Papersonline, no. 21, SI, vol. 54, pp. 37-42, 2021.
- Hu, J. – Zheng, S. – Liu, X. – Wang, M. – Deng, J. – Yan, F.: Optimizing the fault diagnosis and fault-tolerant control of selective catalytic reduction hydrothermal aging using the Unscented Kalman Filter observer. Fuel, no. 119827, vol. 288, 2021.
