Sergio Lucia
Technische Universität Dortmund
H-index: 25
Europe-Germany
Top articles of Sergio Lucia
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Fourth-order suboptimality of nominal model predictive control in the presence of uncertainty | arXiv preprint arXiv:2403.04559 | Florian Messerer Katrin Baumgärtner Sergio Lucia Moritz Diehl | 2024/3/7 |
Approximate Model Predictive Control Based on Neural Networks in a Cloud-Based Environment | Joshua Adamek Sergio Lucia | 2023/7/3 | |
Optimal Facility Location and Sizing for Waste Upcycling Systems | Chemical Engineering Transactions | Dalga Merve Ozkan Sergio Lucia Sebastian Engell | 2023/11/30 |
Model predictive control of water resources systems: A review and research agenda | Andrea Castelletti Andrea Ficchì Andrea Cominola Pablo Segovia Matteo Giuliani | 2023/4/11 | |
Improved uncertainty quantification for neural networks with Bayesian last layer | IEEE Access | Felix Fiedler Sergio Lucia | 2023/11/2 |
Model predictive control and moving horizon estimation for adaptive optimal bolus feeding in high-throughput cultivation of E. coli | Computers & Chemical Engineering | Jong Woo Kim Niels Krausch Judit Aizpuru Tilman Barz Sergio Lucia | 2023/4/1 |
do-mpc: Towards FAIR nonlinear and robust model predictive control | Control Engineering Practice | Felix Fiedler Benjamin Karg Lukas Lüken Dean Brandner Moritz Heinlein | 2023/11/1 |
Probabilistic multi-step identification with implicit state estimation for stochastic MPC | IEEE Access | Felix Fiedler Sergio Lucia | 2023/10/20 |
Sobolev Training for Data-efficient Approximate Nonlinear MPC | IFAC-PapersOnLine | Lukas Lüken Dean Brandner Sergio Lucia | 2023/1/1 |
Teaching Model Predictive Control: WHAT, WHEN, WHERE, WHY, WHO, AND HOW? | IEEE Control Systems Magazine | Timm Faulwasser Eric C Kerrigan Filip Logist Sergio Lucia Martin Mönnigmann | 2023/12/15 |
Prediction regions based on dissimilarity functions | ISA transactions | AD Carnerero DR Ramirez S Lucia T Alamo | 2023/8/1 |
Reinforcement learning combined with model predictive control to optimally operate a flash separation unit | Dean Brandner Torben Talis Erik Esche Jens-Uwe Repke Sergio Lucia | 2023/1/1 | |
Resilient Model Predictive Control of Distributed Systems Under Attack Using Local Attack Identification | SN Computer Science | Sarah Braun Sebastian Albrecht Sergio Lucia | 2023/12/14 |
Special issue in honor of Sebastian Engell | Radoslav Paulen Sergio Lucia Guido Sand | 2022/4/1 | |
Guaranteed safe control of systems with parametric uncertainties via neural network controllers | Benjamin Karg Sergio Lucia | 2022/12/6 | |
A review on AI for smart manufacturing: Deep learning challenges and solutions | Jiawen Xu Matthias Kovatsch Denny Mattern Filippo Mazza Marko Harasic | 2022/8/17 | |
A polynomial chaos approach to robust static output-feedback control with bounded truncation error | IEEE Transactions on Automatic Control | Yiming Wan Dongying E Shen Sergio Lucia Rolf Findeisen Richard D Braatz | 2022/1/5 |
Robust MPC approaches for monotone systems* | Moritz Heinlein Sankaranarayanan Subramanian Marco Molnar Sergio Lucia | 2022/12/6 | |
Model predictive control with neural network system model and Bayesian last layer trust regions | Felix Fiedler Sergio Lucia | 2022/6/27 | |
Resilient Control of Interconnected Microgrids Under Attack by Robust Nonlinear MPC. | Sarah Braun Sebastian Albrecht Sergio Lucia | 2022 |
Co-Authors
