A dual-time-scale method is employed to estimate State of Charge (SoC) of battery pack, reducing the computational load of the difference model.If the unique battery characteristics exceed system limits, a significant battery method is used to estimate SoC of pack battery.
The dimensions of battery packs also require a design to space evaluation. The occupied volume of the pack should be suitable for the related car chassis. As previously mentioned in Section 1, CTP and CTC are two different strategies for packaging design. These approaches differ from the modular one.
The important battery method can effectively protect the operation safety of the power battery pack, but when the SoC works in the range of 30%–80%, this method will reduce the energy efficiency of the battery pack.
The research focuses on optimizing battery pack systems (BPSs) for crashworthiness and lightweight design in electric vehicles. Traditional methods have high computing costs and do not account for the battery cell''s failure criterion. This study uses a submodel and hybrid weighting for multi-objective design.
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This paper presents a novel adaptive cell recombination strategy for balancing lithium-ion battery packs, targeting electric vehicle …
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In recent years, various inconsistency evaluation methods have been proposed for battery packs, which can be summarized as follows: statistical-based methods, machine …
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The objective of this paper is to design an equalization circuit and control method capable of actively balancing lithium-ion battery packs, thereby preventing overcharge and …
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The proposed method highlights the modelling concepts that the terminal voltage of the pack-integrated virtual cell is determined by all cells inside the pack, which takes the …
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Abstract The research focuses on optimizing battery pack systems (BPSs) for crashworthiness and lightweight design in electric vehicles. Traditional methods have high …
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With the increase in battery pack scale and strict requirements for weight and volume, full deployment of sensors is costly and difficult to achieve, and sensor fault may lead …
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The simulation results show that the usable capacity using the proposed SoP-based method is improved by 16% as compared to the …
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In this paper, a MC2MC (Multi-Cell-to-Multi-Cell) battery pack active equalization scheme based on reconfigurable circuits and Buck-Boost converters is proposed and validated …
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This paper presents a simulation method for battery packs based on real cell cloning, demonstrating the effectiveness of using generative adversarial networks (GANs) to …
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This paper presents a novel adaptive cell recombination strategy for balancing lithium-ion battery packs, targeting electric vehicle (EV) applications. The proposed method …
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The method for battery pack lifetime prognostics is proposed in this section. Specifically, GPR models are developed for the capacity prediction of the battery pack and the …
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This paper presents a simulation method for battery packs based on real cell cloning, demonstrating the effectiveness of using generative adversarial networks (GANs) to …
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A dual-time-scale method is employed to estimate State of Charge (SoC) of battery pack, reducing the computational load of the difference model.If the unique battery …
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Nowadays, battery design must be considered a multi-disciplinary activity focused on product sustainability in terms of environmental impacts and cost. The paper reviews the …
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For lithium-ion battery packs, especially aged lithium-ion batteries, the inconsistencies in State-of-Charge (SOC), model parameter and capacity between cells …
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To address the challenges of the current lithium-ion battery pack active balancing systems, such as limited scalability, high cost, and ineffective balancing un
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To meet practical usage requirements, lithium-ion batteries usually need to form a battery pack. However, due to production deviations and different usage environments, there …
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In a dissipative balancing circuit, the battery is connected in parallel with a dissipative resistor. While this method is simple, it can increase the temperature of the battery …
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Battery pack air tightness testing is a crucial link in EV and ESS. This article will introduce the battery packs IP rating, common air …
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Consistency is an essential factor affecting the operation of lithium-ion battery packs. Pack consistency evaluation is of considerable significance to the usage of batteries. …
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An ISCr detection method is developed based on battery consistency within the battery pack. The ISCr detection method employs the recursive least square (RLS) algorithm …
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A dual-time-scale method is employed to estimate State of Charge (SoC) of battery pack, reducing the computational load of the …
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The simulation results show that the usable capacity using the proposed SoP-based method is improved by 16% as compared to the usable capacity of the battery pack …
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The proposed method is the first to accurately estimate real-world battery pack SOH using sparse data without the need for tedious testing of battery whole-life degradation …
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