| Method for optimizing energy conversion efficiency in organic solar cells by using artificial intelligence technologies, involves selecting optimal donor and acceptor materials for organic solar cells based on machine learning models trained on extensive material property datasets | |
| 2024-12-11 | |
| 专利权人 | VASU V K (VASU-Individual) ; THIYAGARAJAN M (THIY-Individual) ; NISHA A B (NISH-Individual) ; VIJAYALAKSHMI P (VIJA-Individual) ; SENTHILNATHAN A (SENT-Individual) ; KALPANA N (KALP-Individual) ; PRIYA S (PRIY-Individual) ; VANI E (VANI-Individual) ; PALANIVEL P (PALA-Individual) ; KAMBLE P D (KAMB-Individual) |
| 申请日期 | 2024-12-11 |
| 专利号 | IN202421098026-A |
| 成果简介 | NOVELTY - The method involves predicting and selecting optimal donor and acceptor materials for organic solar cells (OSCs) based on machine learning models trained on extensive material property datasets, where features comprise absorption spectrum, energy levels, and charge mobility for precise material screening. Structural configuration of OSCs is optimized, where the structural configuration includes layer thicknesses, active layer composition, and electrode design. OSC performance metrics are monitored, where the OSC performance metrics include current density, open-circuit voltage, and a fill factor in real-time. USE - Method for optimizing energy conversion efficiency in organic solar cells by using artificial intelligence (AI) technologies. ADVANTAGE - The method enables enhancing efficiency of the organic solar cell. DESCRIPTION OF DRAWING(S) - The drawing shows a flow diagram illustrating a method for optimizing energy conversion efficiency in organic solar cells by using AI technologies. |
| IPC 分类号 | B32B-037/10 ; G06F-009/451 ; G06N-020/00 ; G06N-003/063 ; H10K-085/10 |
| 国家 | 印度 |
| 专业领域 | 材料科学 |
| 语种 | 英语 |
| 成果类型 | 专利 |
| 文献类型 | 科技成果 |
| 条目标识符 | http://119.78.100.226:8889/handle/3KE4DYBR/14138 |
| 专题 | 中国科学院新疆生态与地理研究所 |
| 作者单位 | 1.VASU V K (VASU-Individual) 2.THIYAGARAJAN M (THIY-Individual) 3.NISHA A B (NISH-Individual) 4.VIJAYALAKSHMI P (VIJA-Individual) 5.SENTHILNATHAN A (SENT-Individual) 6.KALPANA N (KALP-Individual) 7.PRIYA S (PRIY-Individual) 8.VANI E (VANI-Individual) 9.PALANIVEL P (PALA-Individual) 10.KAMBLE P D (KAMB-Individual) |
| 推荐引用方式 GB/T 7714 | VASU V K,THIYAGARAJAN M,NISHA A B,et al. Method for optimizing energy conversion efficiency in organic solar cells by using artificial intelligence technologies, involves selecting optimal donor and acceptor materials for organic solar cells based on machine learning models trained on extensive material property datasets. IN202421098026-A[P]. 2024. |
| 条目包含的文件 | 条目无相关文件。 | |||||
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