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MPC strategies based on the equivalent hydraulic model for the fast charge of commercial Li-ion batteries.

Authors :
Goldar, Alejandro
Romagnoli, Raffaele
Couto, Luis D.
Romero, Alberto
Kinnaert, Michel
Garone, Emanuele
Source :
Computers & Chemical Engineering. Oct2020, Vol. 141, pN.PAG-N.PAG. 1p.
Publication Year :
2020

Abstract

In this work, we propose and demonstrate two low-computational MPC-based strategies to charge low-capacity commercial Li-ion batteries in the shortest time possible, while limiting the occurrence of degradation mechanisms. To do so, we use a low-complexity electrochemical model (the Equivalent Hydraulic Model, EHM). To reduce the computational burden of the resulting non-convex optimization problem, two approximations of the admissible region are considered: a time-invariant convexification, and a time-varying convex embedding. These approximations are experimentally tested on commercial LCO batteries (Turnigy 160mAh), under controlled ambient temperatures (10, 20, and 30 ∘C) and a non-controlled scenario. They are compared with the Constant Current-Constant Voltage (CCCV) protocol. Experimental results show that the proposed schemes achieve relevant reductions of the charging time with respect to the CCCV in thermal non-controlled and controlled environments. Results also highlight that the time-varying convex embedding does not significantly impact the computational time while further reducing the charging time. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
00981354
Volume :
141
Database :
Academic Search Index
Journal :
Computers & Chemical Engineering
Publication Type :
Academic Journal
Accession number :
145475111
Full Text :
https://doi.org/10.1016/j.compchemeng.2020.107010