An optimization framework for battery health management in vehicle-to-grid systems integrating transformer-based degradation prediction and grid service requirements.
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| Title: | An optimization framework for battery health management in vehicle-to-grid systems integrating transformer-based degradation prediction and grid service requirements. |
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| Authors: | Zhong C; Guangzhou Institute of Measurement and Testing Technology, Guangzhou, 510000, Guangdong, China. bellamyroache018@outlook.com., Ma Q; Guangzhou Institute of Measurement and Testing Technology, Guangzhou, 510000, Guangdong, China., Ren M; Guangzhou Institute of Measurement and Testing Technology, Guangzhou, 510000, Guangdong, China., Xiong L; Guangzhou Institute of Measurement and Testing Technology, Guangzhou, 510000, Guangdong, China. |
| Source: | Scientific reports [Sci Rep] 2026 Mar 06; Vol. 16 (1). Date of Electronic Publication: 2026 Mar 06. |
| Publication Type: | Journal Article |
| Journal Info: | Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE; PubMed not MEDLINE |
| Database: | MEDLINE Ultimate |
| ISSN: | 2045-2322 |
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| DOI: | 10.1038/s41598-026-38862-4 |
