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Load Current and State-of-Charge Coestimation for Current Sensor-Free Lithium-Ion Battery

  • Beijing Institute of Technology
  • Chalmers University of Technology
  • Wuhan University of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

The installation of current sensors on lithium-ion batteries (LIBs) can be challenging due to practical constraints in specific applications like portable electronics and smart batteries. Motivated by this, our letter proposes a method for online load current and state-of-charge (SOC) coestimation, which mitigates the need of installing the current sensor for LIB management. The essence is to transform the state observation into a constrained optimization problem, which is solved numerically in a moving horizon framework to allow the online coestimation of SOC and input current. Experimental results suggest that the proposed method can coestimate the load current and SOC of LIB precisely even if the current sensor is absent. The encouraging results are insightful for reducing the structural complexity and cost of future LIB utilization.

Original languageEnglish
Article number9387136
Pages (from-to)10970-10975
Number of pages6
JournalIEEE Transactions on Power Electronics
Volume36
Issue number10
DOIs
Publication statusPublished - Oct 2021

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 7 - Affordable and Clean Energy
    SDG 7 Affordable and Clean Energy

Keywords

  • State of charge
  • battery management
  • current sensor-free
  • input estimation
  • lithium ion battery

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