A Modulated Model-Free Predictive Control of a Double-Stage AC-DC Converter for Energy Storage Applications

Authors: Volpini, Andrea, Gemma, Filippo, Tresca, Giulia, Zanchetta, Pericle

Source: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE) Energy Conversion Conference Congress and Exposition (ECCE), 2025 IEEE. :1-8 Oct, 2025

Relation: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)

Minimizing Settling Time under Overshoot Constraints on Buck Converters Using Convolution-Based Data-Driven Control

Authors: Fujinaga, Naoki, Fujimoto, Yasutaka, Hosoyamada, Yu, Yoshida, Takuya, Suenaga, Toyoaki

Source: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE) Energy Conversion Conference Congress and Exposition (ECCE), 2025 IEEE. :1-6 Oct, 2025

Relation: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)

Adaptive Fault-Tolerant Data-Driven Control of Multilevel PEC Inverter via Soft Reinforcement Learning Under Switching-Level Transition

Authors: Fathollahi, Arman, Sharifzadeh, Mohammad, Oshnoei, Soroush, Gheisarnejad, Meysam, Laurendeau, Eric, Al-Haddad, Kamal

Source: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE) Energy Conversion Conference Congress and Exposition (ECCE), 2025 IEEE. :1-6 Oct, 2025

Relation: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)

Data-Driven Voltage Regulation of Distribution Grid Using Nonlinear Autoregressive Model with Exogenous Inputs (NARX)

Authors: Donge, Vrushabh S., Pereira Pinto, Joao O., Adib, Aswad, Krishna Moorthy, Radha Sree, Chinthavali, Madhu

Source: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE) Energy Conversion Conference Congress and Exposition (ECCE), 2025 IEEE. :1-6 Oct, 2025

Relation: 2025 IEEE Energy Conversion Conference Congress and Exposition (ECCE)

Data-Driven Control of Unified Power Flow Controller for Voltage Stability Enhancement

Authors: Ibraheem, Mohammed, Srikantha, Pirathayini

Source: 2025 IEEE Electrical Power and Energy Conference (EPEC) Electrical Power and Energy Conference (EPEC), 2025 IEEE. :265-269 Oct, 2025

Relation: 2025 IEEE Electrical Power and Energy Conference (EPEC)

Lightweight Neural Network Architectures for Robust Data-driven Control System of Three-Phase Voltage Source Inverters

Authors: Menendez, Oswaldo, Navas, Alex, Pizarro, Carlos, Prado, Alvaro, Tabilo, Gabriel, Ruiz, Felipe, Rodriguez, Jose

Source: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society IEEE Industrial Electronics Society, IECON 2025 – 51st Annual Conference of the. :1-5 Oct, 2025

Relation: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society

Data-driven Path-following Control Using a Fictitious Exogenous Signal Based on the Velocity Variation of Path Deviation

Authors: Fujita, Shusaku, Sawada, Kenji, Kaneko, Osamu, Ikezaki, Taichi

Source: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society IEEE Industrial Electronics Society, IECON 2025 – 51st Annual Conference of the. :1-6 Oct, 2025

Relation: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society

Online Feedback Controller Tuning using Sample-Efficient Bayesian Optimization with Problem-Specific Kernel Design

Authors: Schietecat, Mathias, Jacobs, Laurens, Singh, Taranjitsingh, Swevers, Jan

Source: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society IEEE Industrial Electronics Society, IECON 2025 – 51st Annual Conference of the. :1-7 Oct, 2025

Relation: IECON 2025 – 51st Annual Conference of the IEEE Industrial Electronics Society

AI-Based Surrogate Modeling for Closed-Loop Control of Effluent Ammonium Concentration in Wastewater Treatment

Authors: Voipan, Daniel, Voipan, Andreea Elena, Solea, Razvan, Barbu, Marian

Source: 2025 29th International Conference on System Theory, Control and Computing (ICSTCC) System Theory, Control and Computing (ICSTCC), 2025 29th International Conference on. :852-857 Oct, 2025

Relation: 2025 29th International Conference on System Theory, Control and Computing (ICSTCC)

Online Learning of Stabilizing Controllers Using Noisy Input-Output Data and Prior Knowledge

Authors: Niknejad, Nariman, Adib Yaghmaie, Farnaz, Modares, Hamidreza

Source: IEEE Open Journal of Control Systems. 4:156-171

Subject Terms: Noise measurement, Data models, System identification, Symmetric matrices, Vectors, Stability criteria, Technological innovation, Mathematical models, Behavior theory, data-driven control, linear matrix inequalities, robust control, uncertain systems

File Description: electronic

Access URL: https://urn.kb.se/resolve?urn=urn:nbn:se:liu:diva-216913
https://doi.org/10.1109/OJCSYS.2025.3570578

K-SMPC: Koopman Operator-Based Stochastic Model Predictive Control for Enhanced Lateral Control of Autonomous Vehicles

Authors: Kim, Jin Sung, Quan, Yingshuai, 1995, Chung, Chung Choo, Choi, Woo Young

Source: IEEE Access. 13:13944-13958

Subject Terms: Approximation error, data-driven control, Computational modeling, Koopman operator, predictive control, Roads, Vehicle dynamics, Dynamics, Uncertainty, stochastic model, Autonomous vehicles, Nonlinear dynamical systems, Tires

File Description: electronic

Access URL: https://research.chalmers.se/publication/545077
https://research.chalmers.se/publication/545074
https://research.chalmers.se/publication/545084
https://research.chalmers.se/publication/545084/file/545084_Fulltext.pdf

Intelligent Critic Learning for Data-Driven Output Tracking Control With Lightweight Parallelization

Authors: Wang, J., Wang, D., Ren, J., Qiao, J.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 55(12):8959-8970 Dec, 2025

Preserving Privacy in Cloud-Based Data-Driven Stabilization

Authors: Hosseinalizadeh, T., Monshizadeh, N.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 55(12):9558-9569 Dec, 2025

Data–Driven Model–Free Adaptive Dynamic Programming Resilient Control for Nonlinear Networked Control Systems Under DoS Attacks

Authors: Zhong, M., Zhang, J., Zheng, G., Liu, H.

Source: IEEE Transactions on Cybernetics IEEE Trans. Cybern. Cybernetics, IEEE Transactions on. 55(12):5700-5713 Dec, 2025

Constant Voltage Regulation of Delayed Inductive Power Transfer Systems: A Data-Driven Approach

Authors: Wu, J., Xu, D., Tian, E., Chen, H.

Source: IEEE Transactions on Circuits and Systems I: Regular Papers IEEE Trans. Circuits Syst. I Circuits and Systems I: Regular Papers, IEEE Transactions on. 72(12):8360-8369 Dec, 2025

Simple Controller Design to Achieve Iso-Damping Robustness: Noniterative Data-Driven Approach Based on Fractional-Order Reference Model

Authors: Yonezawa, A., Yonezawa, H., Yahagi, S., Kajiwara, I.

Source: IEEE Transactions on Systems, Man, and Cybernetics: Systems IEEE Trans. Syst. Man Cybern, Syst. Systems, Man, and Cybernetics: Systems, IEEE Transactions on. 55(11):8210-8223 Nov, 2025

Eco-Driving for Connected and Automated Vehicles: Managing Uncertainty in Mixed Traffic With a Physics-Enhanced Data-Driven Method

Authors: Li, D., Dong, H., Song, Z.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 26(11):20954-20964 Nov, 2025

Model-Free Adaptive Event-Triggered Predictive Cooperative Control for Multiple Subway Trains Under Data Dropouts

Authors: Wang, Q., Jin, S., Hou, Z.

Source: IEEE Transactions on Intelligent Transportation Systems IEEE Trans. Intell. Transport. Syst. Intelligent Transportation Systems, IEEE Transactions on. 26(11):18818-18828 Nov, 2025

Uncertainty Quantification of Data-Driven Output Predictors in the Output Error Setting

Authors: Kaviani, F., Markovsky, I., Ossareh, H.R.

Source: IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 70(11):7588-7595 Nov, 2025

Data-Enabled Policy Optimization for Direct Adaptive Learning of the LQR

Authors: Zhao, F., Dorfler, F., Chiuso, A., You, K.

Source: IEEE Transactions on Automatic Control IEEE Trans. Automat. Contr. Automatic Control, IEEE Transactions on. 70(11):7217-7232 Nov, 2025