Abstract: This study introduces a balancing control strategy that employs an Artificial Neural Network (ANN) to ensure State of Charge (SOC) balance across lithium-ion (Li-ion) battery packs, consistent with the framework of smart battery packs.
The results demonstrate the effectiveness of the proposed ANN-based balancing strategy in SOC balancing, demonstrating its potential as a critical solution in enhancing battery management systems for electric vehicles. Conferences > 2024 IEEE 10th International
In more detail, let’s look at the critical components of a battery energy storage system (BESS). The battery is a crucial component within the BESS; it stores the energy ready to be dispatched when needed. A battery contains lithium cells arranged in series and parallel to form modules, which stack into racks.
To address the challenges of the current lithium-ion battery pack active balancing systems, such as limited scalability, high cost, and ineffective balancing under complex unbalanced conditions, this study proposes a novel balancing structure based on a flyback transformer and switch matrix.
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Battery Management System (BMS) Every lithium-based energy storage system needs a Battery Management System (BMS), which protects the battery by monitoring key …
This article addresses a two-stage module based cell-to-cell active equalization topology based on a modified buck-boost converter for series connected Lithium-ion battery …
In this research, we present a novel approach for actively balancing a Lithium battery string, modularized into numerous cells in a series configuration, called the multi …
You simply add another unit. This makes the solar battery container an ideal choice for businesses that anticipate growth but don''t want to over-invest in infrastructure on …
Abstract Battery balancing is crucial to potentiate the capacity and lifecycle of battery packs. This paper proposes a balancing scheme for lithium battery packs based on a …
This paper presents a novel adaptive cell recombination strategy for balancing lithium-ion battery packs, targeting electric vehicle (EV) applications. The proposed method …
This study introduces a balancing control strategy that employs an Artificial Neural Network (ANN) to ensure State of Charge (SOC) balance across lithium-ion (Li-ion) battery …
Although lithium-ion batteries have many advantages, challenges exist in actual application. This paper analyzes and describes voltage balancing management of lithium-ion …
In solar vehicles, charge is collected via a solar array and stored in a battery pack. Illini Solar Car (ISC) utilizes a lithium-ion battery pack with 28 series modules of 15 parallel cells each.
This design effectively reduces the component count and enables balancing for long series-connected battery packs. Furthermore, building upon the improvement of the …
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