Hybrid thermoelectric and air cooling of a 104-cell lithium-ion battery pack coupled with thermal modelling of cooling performance, power cost and safe operating limits

Abstract Thermoelectric coolers (TECs) are proposed to augment forced-air battery thermal management, and hybrids are commonly reported to exceed the combined performance of their constituent modes. Such assessments prescribe the thermoelectric hot-side temperature rather than solving for it, leaving the reported interaction unverified. This study develops a coupled electro-thermal model of a 104-cell (13S8P) cylindrical pack in a staggered duct in which cell, air, cold-plate and hot-side temperatures are solved simultaneously from energy balances and fan power is derived from the tube-bank friction factor. Heat generation follows the Bernardi formulation, convection the Zukauskas correlation, and module properties come from catalogue data. The model reproduces a closed-form analytical solution to 1×10¹² K, with a grid convergence index of 0.06%. Additivity was assessed on a temperature basis⁻ (S=0.607±0.102, 48 conditions), where the hybrid achieves substantially less than the sum of the individual depressions, and on a capacity basis (SQ=0.994±0.079, 72 conditions), where it is additive within scatter. Prescribing the hot side at Tamb+10 K standalone against Tamb+3 K hybrid raises SQ to 1.096, identifying it as the source of the reported enhancement. Deactivating the thermoelectric stage while retaining the cold plate recovers 25–60% of the uniformity improvement for under 9% of the parasitic power. At equal electrical power, augmentation is advantageous in 45% of conditions. With airflow limited to 1.2 m s¹, fan-only regulation exceeds 45 °C for 1033 s of a 2400 s profile at 30 °C⁻ ambient whereas the hybrid remains below the limit, and across 2000 Monte Carlo builds at 60 A the limit is exceeded in 99.8% of forced-air against 1.2% of hybrid cases. Fixed-current operation overcools the pack at low load, and the cold plate falls below the dew point across 22% of hybrid operating points. A fan-first control hierarchy with a dew-point-limited thermoelectric stage is recommended.

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Publication Details

Journal
Engineering Research Express
Published
2026-11-02
DOI
https://doi.org/10.1088/2631-8695/aebcc5
Primary Topic
Battery Modeling and Management
Type
article
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article

Hybrid thermoelectric and air cooling of a 104-cell lithium-ion battery pack coupled with thermal modelling of cooling performance, power cost and safe operating limits

I. S. Rajay Vedaraj, Sivakrishnamraju Rallabandi
4 links
Engineering Research Express
Battery Modeling and Management
article

Hybrid thermoelectric and air cooling of a 104-cell lithium-ion battery pack coupled with thermal modelling of cooling performance, power cost and safe operating limits

I. S. Rajay Vedaraj, Sivakrishnamraju Rallabandi
article en

Abstract

Abstract Thermoelectric coolers (TECs) are proposed to augment forced-air battery thermal management, and hybrids are commonly reported to exceed the combined performance of their constituent modes. Such assessments prescribe the thermoelectric hot-side temperature rather than solving for it, leaving the reported interaction unverified. This study develops a coupled electro-thermal model of a 104-cell (13S8P) cylindrical pack in a staggered duct in which cell, air, cold-plate and hot-side temperatures are solved simultaneously from energy balances and fan power is derived from the tube-bank friction factor. Heat generation follows the Bernardi formulation, convection the Zukauskas correlation, and module properties come from catalogue data. The model reproduces a closed-form analytical solution to 1×10¹² K, with a grid convergence index of 0.06%. Additivity was assessed on a temperature basis⁻ (S=0.607±0.102, 48 conditions), where the hybrid achieves substantially less than the sum of the individual depressions, and on a capacity basis (SQ=0.994±0.079, 72 conditions), where it is additive within scatter. Prescribing the hot side at Tamb+10 K standalone against Tamb+3 K hybrid raises SQ to 1.096, identifying it as the source of the reported enhancement. Deactivating the thermoelectric stage while retaining the cold plate recovers 25–60% of the uniformity improvement for under 9% of the parasitic power. At equal electrical power, augmentation is advantageous in 45% of conditions. With airflow limited to 1.2 m s¹, fan-only regulation exceeds 45 °C for 1033 s of a 2400 s profile at 30 °C⁻ ambient whereas the hybrid remains below the limit, and across 2000 Monte Carlo builds at 60 A the limit is exceeded in 99.8% of forced-air against 1.2% of hybrid cases. Fixed-current operation overcools the pack at low load, and the cold plate falls below the dew point across 22% of hybrid operating points. A fan-first control hierarchy with a dew-point-limited thermoelectric stage is recommended.

Engineering Research Express
Vellore Institute of Technology University (IN)
Affordable and clean energy
Openalex Percentile: Top 25%
Battery Modeling and Management
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