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Intelligent Cell Balancing Control for Lithium-Ion Battery Packs
May 20, 2024 · This study introduces a balancing control strategy that employs an Artificial Neural Network (ANN) to ensure State of Charge (SOC) balance across lithium-ion (L
Lithium-ion battery pack equalization: A multi-objective control
Mar 10, 2025 · 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
An effective passive cell balancing technique for lithium-ion battery
Jul 1, 2025 · The presented work describes how a battery system with a PI controller uses the proposed technique to control a voltage level of individual cell within battery pack and
Adaptive Recombination-Based Control Strategy for Cell
May 29, 2025 · This paper presents a novel adaptive cell recombination strategy for balancing lithium-ion battery packs, targeting electric vehicle (EV) applications.
Modular balancing strategy for lithium battery pack based
Jun 30, 2024 · 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 ring layered
containerized battery storage | SUNTON POWER
Nov 29, 2025 · Lithium-ion battery energy storage systems contain advanced lithium iron phosphate battery modules, BMS, and fuse switches as DC short circuit protection and circuit
State-of-charge fast balancing control method based on
Jun 9, 2025 · As depicted in Fig. 3, within the outer-loop control hierarchy of the system, the rated current value of the battery is determined by calculating the quotient of the battery pack''s rated
An Approach to Battery Pack Balancing Control Optimizing
Oct 19, 2023 · Lithium-ion batteries are widely used in electric vehicles and energy storage systems because of their high energy density, high power density and long service
Research on balance control strategy of lithium-ion
Moreover, the balance control strategy proposed in this paper keeps the high-performance battery at a lower voltage and the low-performance battery at a higher voltage, and the low
FAQS 4
What is a passive cell balancing system for lithium-ion battery packs?
The presented research actually proposes a novel passive cell balancing system for lithium-ion battery packs. It is the process of ramping down the SOC of the cells to the lowest SOC of the cell, which is present in the group or pack. In simple words, consider a family having 5 members, such as parents and children’s.
Is artificial neural network a balancing control strategy for lithium-ion battery packs?
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.
What is the balancing control strategy for sub-module batteries?
To address this technical challenge, this paper innovatively proposes a new balancing control strategy for the SOC of sub-module batteries. This strategy adopts the extreme values of the SOCs of all battery units as the reference for balancing control and replaces real-time average calculations with a one-time computation.
How does a battery SoC balancing system work?
At the initial stage of system operation, the extreme values of all battery SOCs are selected as the reference values for balancing control, which avoids the need for real-time average calculation, reduces the computational burden, and thus accelerates the speed of battery SOC balancing.
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