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Raul-Cristian ROMAN
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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
2442021
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
1632022
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
1612017
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
1582022
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
1172023
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
1152021
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
1082019
Data-driven model-free controllers
RE Precup, RC Roman, A Safaei
CRC Press, 2021
1062021
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
1002021
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
902021
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
902018
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
872020
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
832018
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
792023
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
792022
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
762016
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
662020
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
632017
Evolving fuzzy models of shape memory alloy wire actuators
RCR Hedrea, EM Petriu
Science and Technology 24 (4), 353-365, 2021
592021
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
562016
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
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