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Consumption minimization for an academic model of a vehicle
Author(s) -
Oukacha Ouazna,
Boizot Nicolas
Publication year - 2020
Publication title -
optimal control applications and methods
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.458
H-Index - 44
eISSN - 1099-1514
pISSN - 0143-2087
DOI - 10.1002/oca.2604
Subject(s) - differentiable function , lipschitz continuity , optimal control , affine transformation , minification , mathematical optimization , bellman equation , mathematics , energy consumption , control theory (sociology) , computer science , control (management) , engineering , mathematical analysis , geometry , artificial intelligence , electrical engineering
Abstract The present article is a study of an optimal control problem having a non‐differentiable, but Lipschitz, cost function. It is inspired by the minimisation of the energy consumption of a car‐like vehicle or robot along a road which profile is known. This problem is stated by means of a simple model of the longitudinal dynamics and a running cost that comprises both an absolute value function and a function that accounts for the efficiency of the energy conversion process. A regularity result that excludes chattering phenomena from the set of solutions is proven. It is valid for the class of control affine systems, which includes the considered problem. Three case studies are detailed and analysed. The optimal trajectories are shown to be made of bang‐bang, inactivated, singular and backward arcs.