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Analysis of technological innovation trends in solid−state lithium batteries based on patent data mining
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Wenting JIN1, Zidong WEI2, *
Science & Technology Review | 2026, 44(15) : 121 - 131
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Science & Technology Review | 2026, 44(15): 121-131
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Analysis of technological innovation trends in solid−state lithium batteries based on patent data mining
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Wenting JIN1, Zidong WEI2, *
Affiliations
  • 1National Security College, Southwest University of Political Science & Law, Chongqing 401120, China
  • 2The College of Chemistry and Chemical Engineering, Chongqing University, Chongqing 401331, China
Published: 2026-08-13 doi: 10.3981/j.issn.1000-7857.2025.12.00017
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Solid−state lithium battery technology is an emerging field expected to overcome the current development bottlenecks of lithium−ion batteries and achieve "revolutionary innovation", which represents a critical area for major nations competing for dominance in "next−generation lithium battery technology". By analyzing global patent trends in solid−state lithium batteries, we can effectively grasp the international competitive landscape, identify key technological barriers and development opportunities, thereby providing support for the high−quality development and high−level security of China's related technologies and industries. Based on retrieval results from the IncoPat patent database, this paper integrates text mining with KeyBERT algorithm, CiteSpace visualization analysis, and Cooperative Patent Classification (CPC) analysis to conduct an in−depth investigation from perspectives of patent quantity, quality, and technology themes. The results indicate that patents in this field primarily originate from China, Japan, the United States, and the republic of Korea. China holds an absolute leading position in the quantity of technological achievements, but there remain deficiencies in technological integration and technological impact. The scope of legal protection remains relatively narrow, and the stability of patent rights needs to be improved. Furthermore, the patent deployment of Chinese entities is largely restricted to the domestic market, with limited adequacy in international patent deployment and constrained influence over the global market. The research focus and development pathways of major countries exhibit distinct priorities. Finally, recommendations for promoting the technological innovation and development of solid-state lithium battery in China are put forward from three aspects: clarify the directions of key technological breakthroughs and secure strategic positions in technological competition; strengthen patent deployment and standard formulation to enhance international discourse power; expand cooperation and exchange to aggregate innovation resources.

solid−state lithium batteries  /  patent analysis  /  data mining  /  international comparison  /  high−quality development and high−level security
Wenting JIN, Zidong WEI. Analysis of technological innovation trends in solid−state lithium batteries based on patent data mining[J]. Science & Technology Review, 2026 , 44 (15) : 121 -131 . DOI: 10.3981/j.issn.1000-7857.2025.12.00017
Year 2026 volume 44 Issue 15
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Article Info
doi: 10.3981/j.issn.1000-7857.2025.12.00017
  • Receive Date:2025-12-06
  • Online Date:2026-08-31
  • Published:2026-08-13
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History
  • Received:2025-12-06
  • Revised:2026-01-16
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Affiliations
    1National Security College, Southwest University of Political Science & Law, Chongqing 401120, China
    2The College of Chemistry and Chemical Engineering, Chongqing University, Chongqing 401331, China
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表12种不同金属材料的力学参数

Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)

Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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