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Raul-Cristian ROMAN
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Year
Hybrid data-driven fuzzy active disturbance rejection control for tower crane systems
RC Roman, RE Precup, EM Petriu
European Journal of Control 58, 373-387, 2021
2262021
Model-free sliding mode control of nonlinear systems: Algorithms and experiments
RE Precup, MB Radac, RC Roman, EM Petriu
Information Sciences 381, 176-192, 2017
1542017
Policy iteration reinforcement learning-based control using a grey wolf optimizer algorithm
IA Zamfirache, RE Precup, RC Roman, EM Petriu
Information Sciences 585, 162-175, 2022
1432022
Reinforcement Learning-based control using Q-learning and gravitational search algorithm with experimental validation on a nonlinear servo system
IA Zamfirache, RE Precup, RC Roman, EM Petriu
Information Sciences 583, 99-120, 2022
1252022
Slime mould algorithm-based tuning of cost-effective fuzzy controllers for servo systems
RE Precup, RC David, RC Roman, EM Petriu, AI Szedlak-Stinean
International Journal of Computational Intelligence Systems 14 (1), 1042-1052, 2021
1072021
Combined model-free adaptive control with fuzzy component by virtual reference feedback tuning for tower crane systems
RC Roman, RE Precup, CA Bojan-Dragos, AI Szedlak-Stinean
Procedia Computer Science 162, 267-274, 2019
1022019
Optimal tuning of interval type-2 fuzzy controllers for nonlinear servo systems using Slime Mould Algorithm
RE Precup, RC David, RC Roman, AI Szedlak-Stinean, EM Petriu
International Journal of Systems Science 54 (15), 2941-2956, 2023
1002023
Second order intelligent proportional-integral fuzzy control of twin rotor aerodynamic systems
RC Roman, RE Precup, RC David
Procedia computer science 139, 372-380, 2018
882018
Tensor product‐based model transformation approach to tower crane systems modeling
EL Hedrea, RE Precup, RC Roman, EM Petriu
Asian Journal of Control 23 (3), 1313-1323, 2021
862021
Data-driven model reference control of MIMO vertical tank systems with model-free VRFT and Q-Learning
MB Radac, RE Precup, RC Roman
ISA transactions 73, 227-238, 2018
812018
Multi‐input–multi‐output system experimental validation of model‐free control and virtual reference feedback tuning techniques
RC Roman, MB Radac, RE Precup
IET Control Theory & Applications 10 (12), 1395-1403, 2016
782016
GWO-based optimal tuning of type-1 and type-2 fuzzy controllers for electromagnetic actuated clutch systems
CA Bojan-Dragos, RE Precup, S Preitl, RC Roman, EL Hedrea, ...
IFAC-PapersOnLine 54 (4), 189-194, 2021
732021
Data-driven model-free controllers
RE Precup, RC Roman, A Safaei
CRC Press, 2021
682021
Model-based fuzzy control results for networked control systems
RE Precup, S Preitl, E Petriu, CA Bojan-Dragos, AI Szedlak-Stinean, ...
Reports in Mechanical Engineering 1 (1), 10-25, 2020
642020
Model-free control performance improvement using virtual reference feedback tuning and reinforcement Q-learning
MB Radac, RE Precup, RC Roman
International Journal of Systems Science 48 (5), 1071-1083, 2017
602017
Evolving fuzzy models of shape memory alloy wire actuators
RCR Hedrea, EM Petriu
Science and Technology 24 (4), 353-365, 2021
562021
Data-driven model-free adaptive control tuned by virtual reference feedback tuning
RC Roman, MB Radac, RE Precup, EM Petriu
Acta Polytechnica Hungarica 13 (1), 83-96, 2016
532016
Experiment-based approach to teach optimization techniques
RE Precup, EL Hedrea, RC Roman, EM Petriu, AI Szedlak-Stinean, ...
IEEE Transactions on Education 64 (2), 88-94, 2020
522020
Iterative feedback tuning algorithm for tower crane systems
RC Roman, RE Precup, EL Hedrea, S Preitl, IA Zamfirache, ...
Procedia Computer Science 199, 157-165, 2022
502022
Neural network-based control using actor-critic reinforcement learning and grey wolf optimizer with experimental servo system validation
IA Zamfirache, RE Precup, RC Roman, EM Petriu
Expert Systems with Applications 225, 120112, 2023
372023
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