Control as an Enabler for Electrified Mobility

Posted: 5 May 2022

See all articles by Andrew G. Alleyne

Andrew G. Alleyne

The University of Illinois at Urbana-Champaign

Christopher T. Aksland

The University of Illinois at Urbana-Champaign

Date Written: May 1, 2022

Abstract

This article outlines the importance of electrified mobility (e-mobility) in modern transport. One key goal of this review is to illustrate the role that control has played, and must continue to play, as e-mobility grows. The coordination of power in multiple modes (mechanical, electrical, and thermal) requires sophisticated controller algorithms. This review advocates for model-based approaches to control since there may not be readily available physical systems from which to gather data and do data-based control. A second goal of the article is to present methods for modeling these powertrain systems that are modular, scalable, flexible, and computationally efficient. A graph-based approach satisfies many of the desired criteria. The third goal is to review control approaches for these classes of systems and detail a hierarchical approach that makes trades across different domains of power. Optimization-based approaches are well suited to achieving the regulation and tracking goals, along with the minimization of costs and the satisfaction of constraints. Multiple examples, within this article and the references therein, support the presentation throughout. This field of e-mobility is rapidly growing, and control engineers are uniquely positioned to have an impact and lead many of the critical developments.

Suggested Citation

Alleyne, Andrew G. and Aksland, Christopher T., Control as an Enabler for Electrified Mobility (May 1, 2022). Annual Review of Control, Robotics, & Autonomous Systems, Vol. 5, pp. 659-688, 2022, Available at SSRN: https://ssrn.com/abstract=4101049 or http://dx.doi.org/10.1146/annurev-control-042920-012513

Andrew G. Alleyne (Contact Author)

The University of Illinois at Urbana-Champaign ( email )

Christopher T. Aksland

The University of Illinois at Urbana-Champaign

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