معرفی
Dominique Bonvin is a Professor at the School of Engineering (STI) of École Polytechnique Fédérale de Lausanne (EPFL), holding a position within the Automatic Control Laboratory (LA). His research focuses on advanced process control, real-time optimization, and model-based systems engineering. Key topics include modifier adaptation for uncertain systems, dynamic optimization of chemical processes, and control strategies for reaction systems and energy systems.
He has published extensively in top-tier journals such as Computers & Chemical Engineering and Journal of Process Control, with over 450 scholarly works to date. His work addresses challenges in industrial processes like wastewater treatment plants, gas compressors, and solid-oxide fuel cells, emphasizing robustness against plant-model mismatches. Collaborations span global institutions, with notable contributions to bioprocess modeling and control of energy-harvesting systems such as kite power.
- Research Themes: Real-Time Optimization (RTO), Model Predictive Control (MPC), Process Automation, and Systems Engineering
- Key Technologies: Modifier Adaptation, Dynamic Optimization, Port-Hamiltonian Systems, and Extent-Based Reaction Modeling
His recent efforts include accelerating optimization algorithms (e.g., gradient-directed modifier adaptation) and integrating transient measurements for improved plant modeling. He has also pioneered the use of vessel extents to simplify reaction system analysis, enabling decoupled state estimation without full kinetic knowledge.
Dominique Bonvin در سایتهای دیگر
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Gabriele PannocchiaUniversity of Pisa · استاد
Prashant MhaskarMcMaster University · استاد
James B. RawlingsUniversity of California , Santa Barbara (UCSB) · استاد
Ljubisa MiskovicSwiss Federal Institute of Technology in Lausanne · پژوهشگر ارشد
Yuning JiangSwiss Federal Institute of Technology in Lausanne · استاد مهمان- DDominique JoubertWageningen University & Research · مدرس