结合dmc -遗传算法的IGZO/P3HT:PCBM无机/有机太阳能电池设计优化

Bencherif Hichem, M. Abdi, H. Meddour, A. Meddour, L. Dehimi, F. Meddour, S. Kouda, T. Bendib
{"title":"结合dmc -遗传算法的IGZO/P3HT:PCBM无机/有机太阳能电池设计优化","authors":"Bencherif Hichem, M. Abdi, H. Meddour, A. Meddour, L. Dehimi, F. Meddour, S. Kouda, T. Bendib","doi":"10.1109/ICAEE53772.2022.9962134","DOIUrl":null,"url":null,"abstract":"In this work, we investigate via Monte Carlo simulation approach the blend morphology effect on the electrical performances of an heterojunction organic solar cell, in order to optimize the device structure to reach a high efficiency. It is found that by selecting a 7.2 nm as feature size in the blend we reach charge collection efficiency of 91.65%. The proposed design includes an antireflection coating (IGZO) to reduce the unwanted reflection effect. The comparison of the blend figures of merit calculated by our simulations, with uniform structures (bilayer and checkered structure) reveals that the internal quantum efficiency for the polymer blend can attain up to 2.4 % which is superior by about 1% than bilayer and checkered samples, respectively. In addition, genetic algorithm optimization approach is used to captivate the optimal design of the investigated solar cell. The present work could provide evidence helpful in avoiding the blurred vision of the organic solar cell operation. In the future, more attention could be concentrated on the examination of different organic material mixture tailoring, in addition to the research of unique electrodes such as Ga2O3 and RGO.","PeriodicalId":206584,"journal":{"name":"2022 2nd International Conference on Advanced Electrical Engineering (ICAEE)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2022-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"1","resultStr":"{\"title\":\"Combined DMC-Genetic Algorithm approaches for IGZO/P3HT:PCBM inorganic/organic solar cell design optimization\",\"authors\":\"Bencherif Hichem, M. Abdi, H. Meddour, A. Meddour, L. Dehimi, F. Meddour, S. Kouda, T. Bendib\",\"doi\":\"10.1109/ICAEE53772.2022.9962134\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"In this work, we investigate via Monte Carlo simulation approach the blend morphology effect on the electrical performances of an heterojunction organic solar cell, in order to optimize the device structure to reach a high efficiency. It is found that by selecting a 7.2 nm as feature size in the blend we reach charge collection efficiency of 91.65%. The proposed design includes an antireflection coating (IGZO) to reduce the unwanted reflection effect. The comparison of the blend figures of merit calculated by our simulations, with uniform structures (bilayer and checkered structure) reveals that the internal quantum efficiency for the polymer blend can attain up to 2.4 % which is superior by about 1% than bilayer and checkered samples, respectively. In addition, genetic algorithm optimization approach is used to captivate the optimal design of the investigated solar cell. The present work could provide evidence helpful in avoiding the blurred vision of the organic solar cell operation. In the future, more attention could be concentrated on the examination of different organic material mixture tailoring, in addition to the research of unique electrodes such as Ga2O3 and RGO.\",\"PeriodicalId\":206584,\"journal\":{\"name\":\"2022 2nd International Conference on Advanced Electrical Engineering (ICAEE)\",\"volume\":\"22 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2022-10-29\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"1\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2022 2nd International Conference on Advanced Electrical Engineering (ICAEE)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICAEE53772.2022.9962134\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2022 2nd International Conference on Advanced Electrical Engineering (ICAEE)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICAEE53772.2022.9962134","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 1

摘要

在本工作中,我们通过蒙特卡罗模拟方法研究了混合形态对异质结有机太阳能电池电性能的影响,以优化器件结构以达到高效率。研究发现,选择7.2 nm作为共混物的特征尺寸,电荷收集效率可达91.65%。提出的设计包括一个抗反射涂层(IGZO),以减少不必要的反射效应。通过对均匀结构(双层结构和格子结构)共混物的模拟计算,结果表明,共混物的内部量子效率可达2.4%,比双层结构和格子结构的内部量子效率分别提高约1%。此外,采用遗传算法优化方法对所研究的太阳能电池进行优化设计。目前的工作可以为避免有机太阳能电池操作的模糊视野提供有益的证据。未来,除了研究Ga2O3和RGO等独特电极外,还可以将更多的注意力集中在不同有机材料混合剪裁的研究上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Combined DMC-Genetic Algorithm approaches for IGZO/P3HT:PCBM inorganic/organic solar cell design optimization
In this work, we investigate via Monte Carlo simulation approach the blend morphology effect on the electrical performances of an heterojunction organic solar cell, in order to optimize the device structure to reach a high efficiency. It is found that by selecting a 7.2 nm as feature size in the blend we reach charge collection efficiency of 91.65%. The proposed design includes an antireflection coating (IGZO) to reduce the unwanted reflection effect. The comparison of the blend figures of merit calculated by our simulations, with uniform structures (bilayer and checkered structure) reveals that the internal quantum efficiency for the polymer blend can attain up to 2.4 % which is superior by about 1% than bilayer and checkered samples, respectively. In addition, genetic algorithm optimization approach is used to captivate the optimal design of the investigated solar cell. The present work could provide evidence helpful in avoiding the blurred vision of the organic solar cell operation. In the future, more attention could be concentrated on the examination of different organic material mixture tailoring, in addition to the research of unique electrodes such as Ga2O3 and RGO.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信