no code implementations • 20 Jul 2023 • P. C. N. Verheijen, M. Haghi, M. Lazar, D. Goswami
In this paper, we propose a parallel shooting algorithm for solving nonlinear model predictive control problems using sequential quadratic programming.
no code implementations • 6 Jun 2022 • B. Wingelaar, G. R. Gonçalves da Silva, M. Lazar
Eco-driving (ED) can be used for fuel savings in existing vehicles, requiring only a few hardware modifications.
no code implementations • 11 Apr 2021 • P. C. N. Verheijen, G. R. Gonçalves da Silva, M. Lazar
The effectiveness of the developed data-driven predictive controller is illustrated on position control of a linear motor model.
no code implementations • 8 Apr 2021 • B. Wingelaar, G. R. Gonçalves da Silva, M. Lazar, Y. Chen, J. T. B. A. Kessels
In this paper, an eco--driving Pontryagin maximum principle (PMP) algorithm is designed for optimal deceleration and gear shifting in trucks based on switching among a finite set of driving modes.