Design and Implementation of a High-Throughput Research Platform for Advanced Lithium Battery Materials

Conventional battery material screening methods suffer from prolonged cycles and high costs, failing to meet the demands of large-scale material discovery. To address this challenge, a high-throughput research platform for lithium battery materials was developed and applied to optimize polymer electrolyte formulations through combinatorial screening of polymers, lithium salts, and solvents. Systematic solubility evaluation revealed polyacrylonitrile (PAN) as the least soluble polymer (2/28 solvents) and lithium stearate as the most insoluble salt (4/28 solvents) among the tested materials. While polymer solubility exhibited significant temperature dependence but minimal solvent volume effects, five high-performance solvent formulations (DMF, DMF/acetonitrile, DMF/cyclohexane, DMF/tetrahydrofuran, and n-butanol/acetic acid) were identified with superior dissolution capacity for five solutes. This integrated platform significantly accelerates electrolyte development by enabling simultaneous multi-parameter optimization, establishing an efficient paradigm for next-generation battery material discovery.

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Published
2025-06-20
DOI
https://doi.org/10.1109/eee64897.2025.11162776
Primary Topic
Flexible and Reconfigurable Manufacturing Systems
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article
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article

Design and Implementation of a High-Throughput Research Platform for Advanced Lithium Battery Materials

Yang Ge, Wei Cao, Yanfan Wu, Han Liu et al.
Flexible and Reconfigurable Manufacturing Systems
article

Design and Implementation of a High-Throughput Research Platform for Advanced Lithium Battery Materials

Yang Ge, Wei Cao, Yanfan Wu, Han Liu, Jun Li, Yi Liu, Ziwen Zhou, Wenqi Lin
article en

Abstract

Conventional battery material screening methods suffer from prolonged cycles and high costs, failing to meet the demands of large-scale material discovery. To address this challenge, a high-throughput research platform for lithium battery materials was developed and applied to optimize polymer electrolyte formulations through combinatorial screening of polymers, lithium salts, and solvents. Systematic solubility evaluation revealed polyacrylonitrile (PAN) as the least soluble polymer (2/28 solvents) and lithium stearate as the most insoluble salt (4/28 solvents) among the tested materials. While polymer solubility exhibited significant temperature dependence but minimal solvent volume effects, five high-performance solvent formulations (DMF, DMF/acetonitrile, DMF/cyclohexane, DMF/tetrahydrofuran, and n-butanol/acetic acid) were identified with superior dissolution capacity for five solutes. This integrated platform significantly accelerates electrolyte development by enabling simultaneous multi-parameter optimization, establishing an efficient paradigm for next-generation battery material discovery.

Suzhou Institute of Biomedical Engineering and Technology (CN), Suzhou Electrical Apparatus Science Academy (CN), Hongzhiwei Technology (China) (CN), The Medical Device (United Kingdom) (GB)
Openalex Percentile: Top 64%
Flexible and Reconfigurable Manufacturing Systems
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Design and Implementation of a High-Throughput Research Platform for Advanced Lithium Battery Materials — Yang Ge, Wei Cao, et al. · (2025) | TGRS Research Map | TGRS