Computational reduction of optimal hybrid vehicle energy management

Carlos Armenta, Sebastien Delprat, Rudy R. Negenborn, Ali Haseltalab, Jimmy Lauber, Michel Dambrine

Research output: Contribution to journalArticleScientificpeer-review

Abstract

Pontryagin’s Minimum Principle is a way of solving hybrid powertrain optimal energy management. This paper presents an improvement of a classical implementation. The core of this improvement consists in relaxing the tolerance on some intermediate steps of the algorithm in order to reduce the number of iterations and thereby reducing the number of operations required to compute an optimal solution. The paper describes both a classical implementation of Pontryagin’s Minimum Principle as well as the improved version. Numerical simulations are conducted on an academic example to demonstrate the benefits of the proposed approach.

Original languageEnglish
Number of pages6
JournalIEEE Control Systems Letters
DOIs
Publication statusAccepted/In press - 2021

Keywords

  • control applications
  • Energy management
  • Mechanical power transmission
  • Minimization
  • numerical algorithms.
  • Optimal control
  • Optimization
  • State of charge
  • Topology

Fingerprint

Dive into the research topics of 'Computational reduction of optimal hybrid vehicle energy management'. Together they form a unique fingerprint.

Cite this