4.1 Article

Computational Reduction of Optimal Hybrid Vehicle Energy Management

Journal

IEEE CONTROL SYSTEMS LETTERS
Volume 6, Issue -, Pages 25-30

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/LCSYS.2020.3046609

Keywords

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

Funding

  1. ISHY Interreg 2 Seas Project through the Ph.D.
  2. Position Energy management of hybrid ships

Ask authors/readers for more resources

This letter introduces the classical implementation of Pontryagin's Minimum Principle and its improved version. By relaxing the tolerance on intermediate steps, the number of iterations is reduced, resulting in a more efficient computation. Numerical simulations are conducted to validate the benefits of the proposed approach.
Pontryagin's Minimum Principle is a way of solving hybrid powertrain optimal energy management. This letter 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. This letter 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.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.1
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

No Data Available
No Data Available