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math.OC2024★ 3 cited
Data-Driven Predictive Control with Adaptive Disturbance Attenuation for Constrained Systems
Nan Li, Ilya Kolmanovsky, Hong Chen
In this paper, we propose a novel data-driven predictive control approach for systems subject to time-domain constraints. The approach combines the strengths of H-infinity control…
math.OC2019
An analytical safe approximation to joint chance-constrained programming with additive Gaussian noises
Nan Li, Ilya Kolmanovsky, Anouck Girard
We propose a safe approximation to joint chance-constrained programming where the constraint functions are additively dependent on a normally-distributed random vector. The approxi…