Accelerated SoH Balancing in Lithium-ion Battery Packs Using Finite Set MPC

Arman Oshnoei; Hoda Sorouri; Ashkan  Safari; Pooya Davari; Martin Zacho; Anders  Dahl Johnsen; Remus Teodorescu

doi:10.34746/epe2025-0161

Accelerated SoH Balancing in Lithium-ion Battery Packs Using Finite Set MPC

Arman Oshnoei
, Hoda Sorouri
, Ashkan Safari
, Pooya Davari
, Martin Zacho
, Anders Dahl Johnsen
, Remus Teodorescu

Research output: Contribution to conference without publisher/journal › Paper without publisher/journal › Research › peer-review

251 Downloads (Pure)

Abstract

State of Health (SOH) balancing is crucial for extending lithium-ion battery life. This paper introduces a Finite Control Set Model Predictive Control (FCS-MPC) method for an 8-cell pack, achieving faster SOH uniformity than traditional methods by dynamically adjusting control actions and optimizing cell usage to reduce degradation.

Original language	English
Publication date	2025
Number of pages	8
DOIs	https://doi.org/10.34746/epe2025-0161
Publication status	Published - 2025
Event	2025 26th European Conference on Power Electronics and Applications (EPE'25 ECCE Europe) - Paris, France Duration: 31 Mar 2025 → 4 Apr 2025 Conference number: 26 https://epe2025.com

Conference

Conference	2025 26th European Conference on Power Electronics and Applications (EPE'25 ECCE Europe)
Number	26
Country/Territory	France
City	Paris
Period	31/03/2025 → 04/04/2025
Internet address	https://epe2025.com

Keywords

Battery Management System
State of Health
Battery Aging
Active Balancing

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10.34746/epe2025-0161Licence: CC BY 4.0

Accelerated SOH Balancing in Lithium-ion Battery Packs Using Finite Set MPCAccepted author manuscript, 767 KB

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title = "Accelerated SoH Balancing in Lithium-ion Battery Packs Using Finite Set MPC",

abstract = " State of Health (SOH) balancing is crucial for extending lithium-ion battery life. This paper introduces a Finite Control Set Model Predictive Control (FCS-MPC) method for an 8-cell pack, achieving faster SOH uniformity than traditional methods by dynamically adjusting control actions and optimizing cell usage to reduce degradation. ",

keywords = "Battery Management System, State of Health, Battery Aging, Active Balancing",

author = "Arman Oshnoei and Hoda Sorouri and Ashkan Safari and Pooya Davari and Martin Zacho and \{Dahl Johnsen\}, Anders and Remus Teodorescu",

year = "2025",

doi = "10.34746/epe2025-0161",

language = "English",

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Accelerated SoH Balancing in Lithium-ion Battery Packs Using Finite Set MPC. / Oshnoei, Arman ; Sorouri, Hoda; Safari, Ashkan et al.
2025. Paper presented at 2025 26th European Conference on Power Electronics and Applications (EPE'25 ECCE Europe), Paris, France.

Research output: Contribution to conference without publisher/journal › Paper without publisher/journal › Research › peer-review

TY - CONF

T1 - Accelerated SoH Balancing in Lithium-ion Battery Packs Using Finite Set MPC

AU - Oshnoei, Arman

AU - Sorouri, Hoda

AU - Safari, Ashkan

AU - Davari, Pooya

AU - Zacho, Martin

AU - Dahl Johnsen, Anders

AU - Teodorescu, Remus

N1 - Conference code: 26

PY - 2025

Y1 - 2025

N2 - State of Health (SOH) balancing is crucial for extending lithium-ion battery life. This paper introduces a Finite Control Set Model Predictive Control (FCS-MPC) method for an 8-cell pack, achieving faster SOH uniformity than traditional methods by dynamically adjusting control actions and optimizing cell usage to reduce degradation.

AB - State of Health (SOH) balancing is crucial for extending lithium-ion battery life. This paper introduces a Finite Control Set Model Predictive Control (FCS-MPC) method for an 8-cell pack, achieving faster SOH uniformity than traditional methods by dynamically adjusting control actions and optimizing cell usage to reduce degradation.

KW - Battery Management System

KW - State of Health

KW - Battery Aging

KW - Active Balancing

U2 - 10.34746/epe2025-0161

DO - 10.34746/epe2025-0161

M3 - Paper without publisher/journal

T2 - 2025 26th European Conference on Power Electronics and Applications (EPE'25 ECCE Europe)

Y2 - 31 March 2025 through 4 April 2025

ER -

Accelerated SoH Balancing in Lithium-ion Battery Packs Using Finite Set MPC

Abstract

Conference

Keywords

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