Semi-transparent perovskite solar cells (ST-PSCs) often employ mixed halides, which can induce significant phase segregation and thus impair device performance. Defects at the film surface and grain boundaries are primary factors driving this segregation. In this study, we present a novel “adaptive barrier layer” strategy through the introduction of a benzalkonium chloride (BAC) mixture. BAC molecules with varying n values demonstrate selective adsorption to distinct defect sites, dynamically forming a tailored barrier layer. This multifunctional layer effectively passivates both surface and grain boundary defects while inhibiting ion migration, thereby mitigating halide phase segregation. When applied to ST-PSCs, this strategy enabled power conversion efficiencies of 20.46% and 18.16% on the front and rear sides, respectively, with a bifaciality of 88.27%, and the semi-transparent device retains 93.8% of its initial efficiency after 1080 h of continuous exposure. This study provides a critical optimization pathway for significantly enhancing the efficiency and operational stability of ST-PSCs.
{"title":"Adaptive Barrier Layer Strategy for Suppressing Ion Migration Toward Efficient and Stable Semi-Transparent Perovskite Solar Cells","authors":"Xuzheng Feng, Zhuoxin Li, Yiren Zhou, Xiaoxu Sun, Xianggang Chen, Xuewu Liu, Longfei Yan, Shuyuan Fan, Anping Zhang, Xiao Tian, Jiahong Pan, Qian Wang, Songyuan Dai, Molang Cai","doi":"10.1002/solr.202500641","DOIUrl":"https://doi.org/10.1002/solr.202500641","url":null,"abstract":"<p>Semi-transparent perovskite solar cells (ST-PSCs) often employ mixed halides, which can induce significant phase segregation and thus impair device performance. Defects at the film surface and grain boundaries are primary factors driving this segregation. In this study, we present a novel “adaptive barrier layer” strategy through the introduction of a benzalkonium chloride (BAC) mixture. BAC molecules with varying n values demonstrate selective adsorption to distinct defect sites, dynamically forming a tailored barrier layer. This multifunctional layer effectively passivates both surface and grain boundary defects while inhibiting ion migration, thereby mitigating halide phase segregation. When applied to ST-PSCs, this strategy enabled power conversion efficiencies of 20.46% and 18.16% on the front and rear sides, respectively, with a bifaciality of 88.27%, and the semi-transparent device retains 93.8% of its initial efficiency after 1080 h of continuous exposure. This study provides a critical optimization pathway for significantly enhancing the efficiency and operational stability of ST-PSCs.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146099310","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The performance and long-term stability of perovskite solar cells (PSCs) are critically dependent on the quality of the electron transport layer (ETL), particularly its defect states and charge transport characteristics. In this work, we report a plasma-assisted magnetron sputtering approach that incorporates methane (CH4) as a reactive gas to precisely tailor the oxygen vacancy (Ovac) distribution in the titanium dioxide (TiO2) ETL. By introducing varying CH4 concentrations (0%–20%) into an argon (Ar) plasma environment, we achieved a controlled Ovac generation, favoring subsurface oxygen depletion while minimizing surface defects. To isolate the effect of CH4-derived carbon species, a comparative sample (SP-10-H2) was also fabricated by introducing 10% H2 instead of CH4 during sputtering. The CH4 molecules undergo partial oxidation in the plasma phase, forming volatile CO and CO2 and enabling selective oxygen removal. Comprehensive structural, morphological, and electrical characterizations reveal that CH4 concentration of 10% yields TiO2 films with optimal surface uniformity, reduced trap-density, and enhanced carrier mobility. Planar-type PSCs employing these CH4-modified ETLs demonstrated a power conversion efficiency (PCE) of 22.3%, surpassing those fabricated with conventional spray-coated TiO2 (20.4%) and CH4-free sputtered TiO2 (19.2%). Moreover, the optimized devices retained over 90% of their initial efficiency after 800 h. These findings establish CH4-assisted reactive sputtering as an effective, scalable strategy for defect engineering in oxide ETLs, offering a promising pathway toward high-efficiency, durable perovskite photovoltaics.
{"title":"Plasma Chemistry Meets Photovoltaics: Methane-Engineered Titanium Dioxide Layers for Efficient and Robust Perovskite Solar Cells","authors":"Birsen Sahin, Zeynep Mavili, Seckin Akin, Pankaj Yadav, Mucahit Yilmaz","doi":"10.1002/solr.202500784","DOIUrl":"https://doi.org/10.1002/solr.202500784","url":null,"abstract":"<p>The performance and long-term stability of perovskite solar cells (PSCs) are critically dependent on the quality of the electron transport layer (ETL), particularly its defect states and charge transport characteristics. In this work, we report a plasma-assisted magnetron sputtering approach that incorporates methane (CH<sub>4</sub>) as a reactive gas to precisely tailor the oxygen vacancy (<i>O</i><sub>vac</sub>) distribution in the titanium dioxide (TiO<sub>2</sub>) ETL. By introducing varying CH<sub>4</sub> concentrations (0%–20%) into an argon (Ar) plasma environment, we achieved a controlled <i>O</i><sub>vac</sub> generation, favoring subsurface oxygen depletion while minimizing surface defects. To isolate the effect of CH<sub>4</sub>-derived carbon species, a comparative sample (SP-10-H<sub>2</sub>) was also fabricated by introducing 10% H<sub>2</sub> instead of CH<sub>4</sub> during sputtering. The CH<sub>4</sub> molecules undergo partial oxidation in the plasma phase, forming volatile CO and CO<sub>2</sub> and enabling selective oxygen removal. Comprehensive structural, morphological, and electrical characterizations reveal that CH<sub>4</sub> concentration of 10% yields TiO<sub>2</sub> films with optimal surface uniformity, reduced trap-density, and enhanced carrier mobility. Planar-type PSCs employing these CH<sub>4</sub>-modified ETLs demonstrated a power conversion efficiency (PCE) of 22.3%, surpassing those fabricated with conventional spray-coated TiO<sub>2</sub> (20.4%) and CH<sub>4</sub>-free sputtered TiO<sub>2</sub> (19.2%). Moreover, the optimized devices retained over 90% of their initial efficiency after 800 h. These findings establish CH<sub>4</sub>-assisted reactive sputtering as an effective, scalable strategy for defect engineering in oxide ETLs, offering a promising pathway toward high-efficiency, durable perovskite photovoltaics.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146058031","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Mingyu Wang, Long Peng, Tianxiang Zhou, Zhijian Li, Yi E, Liting Du, Chen Wang, Xinyi Ran, Haifeng Zhang, Xianbao Wang
The practical application of solar-driven interfacial evaporation (SDIE) is fundamentally challenged by inefficient heat distribution and salt accumulation. This work introduces an Arc-Modulated Block Geometry (AMBG) aerogel evaporator that overcomes these limitations through synergistic geometry-angle coupling. This unique design features a semicircular dual-side structure tilted at 60° and integrated into a lightweight porous network, which not only establishes bidirectional heat-transfer pathways to homogenize temperature fields and suppress hotspots, but also directs salt-crystallization toward the edges, effectively preventing pore blockage. The resultant evaporator delivers a high evaporation rate of 2.88 kg m−2 h−1 and energy efficiency exceeding 93% under one-sun illumination, with remarkable long-term stability in high-salinity environments. Our strategy pioneers a shift from conventional planar design to intelligent three-dimensional structural modulation, providing a promising structural paradigm for efficient and durable solar desalination.
太阳能驱动界面蒸发(SDIE)的实际应用从根本上受到热量分配效率低下和盐积累的挑战。这项工作介绍了一种弧形调制块几何(AMBG)气凝胶蒸发器,通过协同几何角耦合克服了这些限制。这种独特的设计特点是倾斜60°的半圆形双面结构,并集成到轻质多孔网络中,不仅建立了双向传热通道,均匀化温度场,抑制热点,而且将盐结晶导向边缘,有效防止孔隙堵塞。在单太阳光照下,蒸发器的蒸发速率高达2.88 kg m−2 h−1,能量效率超过93%,在高盐度环境中具有显著的长期稳定性。我们的策略开创了从传统平面设计到智能三维结构调制的转变,为高效耐用的太阳能海水淡化提供了一个有前途的结构范例。
{"title":"Programming Bidirectional Heat Flow and Salt Pathways via a Symmetric Arc-Modulated Aerogel for Stable Solar Evaporation","authors":"Mingyu Wang, Long Peng, Tianxiang Zhou, Zhijian Li, Yi E, Liting Du, Chen Wang, Xinyi Ran, Haifeng Zhang, Xianbao Wang","doi":"10.1002/solr.202500890","DOIUrl":"https://doi.org/10.1002/solr.202500890","url":null,"abstract":"<p>The practical application of solar-driven interfacial evaporation (SDIE) is fundamentally challenged by inefficient heat distribution and salt accumulation. This work introduces an Arc-Modulated Block Geometry (AMBG) aerogel evaporator that overcomes these limitations through synergistic geometry-angle coupling. This unique design features a semicircular dual-side structure tilted at 60° and integrated into a lightweight porous network, which not only establishes bidirectional heat-transfer pathways to homogenize temperature fields and suppress hotspots, but also directs salt-crystallization toward the edges, effectively preventing pore blockage. The resultant evaporator delivers a high evaporation rate of 2.88 kg m<sup>−2</sup> h<sup>−1</sup> and energy efficiency exceeding 93% under one-sun illumination, with remarkable long-term stability in high-salinity environments. Our strategy pioneers a shift from conventional planar design to intelligent three-dimensional structural modulation, providing a promising structural paradigm for efficient and durable solar desalination.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146058030","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Piezo-photocatalysis on defective materials is of general interest in this current decade since the capability of coupling light with external force like ultrasound to enhance the production of hydrogen peroxide (H2O2) via direct and in-direct generation pathways. In this feature, we would like to introduce some of our key research on this area, focusing on current discoveries from our group and others to demonstrate the potential of piezo-photocatalysis compared to electrocatalysis or thermocatalysis. To increase catalytic performance, by coupling light with ultrasound, it is shown that enhanced performance would originate from lowering the activation barrier. Moreover, the less-negative activation entropy from piezo-photocatalysis compared to its photo-counterpart would suggest the less poisoning active sites when ultrasonic wave was introduced to the system, in which more free sites are frequently generated to perform catalytic reactions. Furthermore, on defective surfaces, the rate-limiting step on oxygen adsorption would be overcome and the rapid charge transfer contributes to the formation of oxygenic radicals, finally yielding (H2O2). Furthermore, we also provide our viewpoints on successes and challenges, which would help guide scientists to push the fundamental understanding in this research area and the new kind of catalytic technologies become feasible on the industrial scale.
{"title":"Defective Materials as a Gift for Hydrogen Peroxide Production Through Piezo-Photocatalysis","authors":"Hoai-Thanh Vuong, Duc-Viet Nguyen","doi":"10.1002/solr.202500897","DOIUrl":"10.1002/solr.202500897","url":null,"abstract":"<p>Piezo-photocatalysis on defective materials is of general interest in this current decade since the capability of coupling light with external force like ultrasound to enhance the production of hydrogen peroxide (H<sub>2</sub>O<sub>2</sub>) via direct and in-direct generation pathways. In this feature, we would like to introduce some of our key research on this area, focusing on current discoveries from our group and others to demonstrate the potential of piezo-photocatalysis compared to electrocatalysis or thermocatalysis. To increase catalytic performance, by coupling light with ultrasound, it is shown that enhanced performance would originate from lowering the activation barrier. Moreover, the less-negative activation entropy from piezo-photocatalysis compared to its photo-counterpart would suggest the less poisoning active sites when ultrasonic wave was introduced to the system, in which more free sites are frequently generated to perform catalytic reactions. Furthermore, on defective surfaces, the rate-limiting step on oxygen adsorption would be overcome and the rapid charge transfer contributes to the formation of oxygenic radicals, finally yielding (H<sub>2</sub>O<sub>2</sub>). Furthermore, we also provide our viewpoints on successes and challenges, which would help guide scientists to push the fundamental understanding in this research area and the new kind of catalytic technologies become feasible on the industrial scale.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 2","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091359","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Luis Restat, Christoph A. Messmer, Jonas Schön, Minasadat Heydarian, Maryamsadat Heydarian, Patricia S. C. Schulze, Kerem Artuk, Christian M. Wolff, Andreas Fell, Schubert, Stefan Glunz
In recent years, the development of perovskite/perovskite/silicon triple junction solar cells has received considerable attention, aiming to exceed the efficiency of perovskite/silicon dual junction solar cells. Various challenges must be addressed to reach these efficiencies and justify the additional complexity. This article outlines a simulation-based roadmap for improving the structure of these cells. It discusses critical issues and estimates potential improvements for perovskite/perovskite/silicon solar cells based on device architectures developed at Fraunhofer ISE and EPFL. The article describes potential challenges related to thickening the middle perovskite absorber to achieve current matching. It explains the observed losses in fill factor in the top cell with a high bandgap, which arise from an insufficient hole barrier caused by unfavorable valence-band alignment between the perovskite and the electron transport layer. These aspects are examined through numerical device simulations.
{"title":"Device Simulation Analysis of the Perovskite/Perovskite/Silicon Triple Junction Solar Cell Structure","authors":"Luis Restat, Christoph A. Messmer, Jonas Schön, Minasadat Heydarian, Maryamsadat Heydarian, Patricia S. C. Schulze, Kerem Artuk, Christian M. Wolff, Andreas Fell, Schubert, Stefan Glunz","doi":"10.1002/solr.202500842","DOIUrl":"https://doi.org/10.1002/solr.202500842","url":null,"abstract":"<p>In recent years, the development of perovskite/perovskite/silicon triple junction solar cells has received considerable attention, aiming to exceed the efficiency of perovskite/silicon dual junction solar cells. Various challenges must be addressed to reach these efficiencies and justify the additional complexity. This article outlines a simulation-based roadmap for improving the structure of these cells. It discusses critical issues and estimates potential improvements for perovskite/perovskite/silicon solar cells based on device architectures developed at Fraunhofer ISE and EPFL. The article describes potential challenges related to thickening the middle perovskite absorber to achieve current matching. It explains the observed losses in fill factor in the top cell with a high bandgap, which arise from an insufficient hole barrier caused by unfavorable valence-band alignment between the perovskite and the electron transport layer. These aspects are examined through numerical device simulations.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/solr.202500842","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091358","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Perovskite and PbS quantum dots (QDs) tandem solar cells demonstrate significant advantages in surpassing the efficiency limits of single-junction devices due to the spectral complementarity between the wide bandgap (≈1.55 eV) perovskite top cell and the narrow (≈0.95 eV) PbS QDs bandgap bottom cell. However, the hole transport layer of the perovskite top solar cell is a challenge for the tandem solar cells, resulting in the performance still lagging. Herein, the effects of two types of hole transport layers (HTLs), Spiro-OMeTAD, and NiOX, on the performance of four-terminal (4-T) and two-terminal (2-T) tandem solar cells are systematically investigated through the 1D Solar Cell Capacitance Simulator simulation. For 4-T tandem solar cells, simulations predict that a device using Spiro-OMeTAD can achieve an efficiency of 27.03%, whereas one using NiOX can reach 24.56%. In addition, in the 2-T tandem device, the efficiencies of the two devices are 24.17% and 23.38%, respectively. Based on the simulation results, the corresponding 4-T and 2-T tandem devices are fabricated with efficiencies of 27.05% and 17.11%, respectively. Thus, these findings will accelerate the optimization of the performance of perovskite and PbS QDs tandem solar cells approaching their theoretical efficiency limit.
{"title":"High-Efficiency Perovskite/PbS Quantum Dot Tandem Solar Cells With Tailored Hole Transport Layer Selection via Simulations and Experiments","authors":"Kaijie Ling, Jiawei Wei, Xiaokun Yang, Taiming Ji, Sheng Jiang, Zhenxiang Gao, Xinyu Hu, Guopeng Li, Zhixu Wu, Sisi Liu, Yong Xia","doi":"10.1002/solr.202500611","DOIUrl":"10.1002/solr.202500611","url":null,"abstract":"<p>Perovskite and PbS quantum dots (QDs) tandem solar cells demonstrate significant advantages in surpassing the efficiency limits of single-junction devices due to the spectral complementarity between the wide bandgap (≈1.55 eV) perovskite top cell and the narrow (≈0.95 eV) PbS QDs bandgap bottom cell. However, the hole transport layer of the perovskite top solar cell is a challenge for the tandem solar cells, resulting in the performance still lagging. Herein, the effects of two types of hole transport layers (HTLs), Spiro-OMeTAD, and NiO<sub><i>X</i></sub>, on the performance of four-terminal (4-T) and two-terminal (2-T) tandem solar cells are systematically investigated through the 1D Solar Cell Capacitance Simulator simulation. For 4-T tandem solar cells, simulations predict that a device using Spiro-OMeTAD can achieve an efficiency of 27.03%, whereas one using NiO<sub><i>X</i></sub> can reach 24.56%. In addition, in the 2-T tandem device, the efficiencies of the two devices are 24.17% and 23.38%, respectively. Based on the simulation results, the corresponding 4-T and 2-T tandem devices are fabricated with efficiencies of 27.05% and 17.11%, respectively. Thus, these findings will accelerate the optimization of the performance of perovskite and PbS QDs tandem solar cells approaching their theoretical efficiency limit.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 2","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146058029","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
The increasingly severe challenge of global plastic pollution has spurred significant interest inphotocatalytic upcycling, a sustainable strategy which utilizes solar energy to convert plastic waste into valuable chemicals. This article systematically examines the detailed reaction mechanisms of photocatalytic plastic upcycling and elucidates the critical role of pretreatment in overcoming the intrinsic chemical inertness of polymers. Furthermore, it highlights recent advances in upcycling major plastic categories, including polyesters, polyolefins, polystyrene, and polyvinyl chloride, with a dedicated discussion on the design principles of high-performance photocatalysts and their underlying reaction pathways. The discussion also extends to the systematic evaluation of strategies for upgrading mixed plastics, aiming to establish a theoretical foundation for enhancing conversion efficiency and scalability. Finally, the emerging bottlenecks to industrialization are identified, and prospects for future development are proposed.
{"title":"Plastic Upcycling via Artificial Photosynthesis: A Green Conversion From Waste to Value-Added Chemicals","authors":"Zezhong Shan, Wenyuan Yuan, Chuyun Ma, Zejun Gao, Sailei Kang, Mengmeng Du, Yu Zhang, Daoyuan Zhao, Bocheng Qiu","doi":"10.1002/solr.202500900","DOIUrl":"https://doi.org/10.1002/solr.202500900","url":null,"abstract":"<p>The increasingly severe challenge of global plastic pollution has spurred significant interest inphotocatalytic upcycling, a sustainable strategy which utilizes solar energy to convert plastic waste into valuable chemicals. This article systematically examines the detailed reaction mechanisms of photocatalytic plastic upcycling and elucidates the critical role of pretreatment in overcoming the intrinsic chemical inertness of polymers. Furthermore, it highlights recent advances in upcycling major plastic categories, including polyesters, polyolefins, polystyrene, and polyvinyl chloride, with a dedicated discussion on the design principles of high-performance photocatalysts and their underlying reaction pathways. The discussion also extends to the systematic evaluation of strategies for upgrading mixed plastics, aiming to establish a theoretical foundation for enhancing conversion efficiency and scalability. Finally, the emerging bottlenecks to industrialization are identified, and prospects for future development are proposed.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Gaia M. N. Javier, Brendan Wright, Hugo Bucquet, Yan Zhu, Tien-Chun Wu, Thorsten Trupke, Ziv Hameiri
Electroluminescence (EL) imaging is a commonly used characterization tool in solar cell production lines. EL images provide information on performance losses caused by increased recombination and series resistance (Rs). However, separating recombination and Rs-related defects presents significant challenges. This study proposes a deep learning approach to extract qualitative photoluminescence (PL, related to recombination) and Rs images from a single EL measurement. The developed model has demonstrated high accuracy on unseen simulations. While further fine-tuning and additional work are needed to ensure robustness for practical use, this approach holds significant potential to streamline solar cell inspection processes in production lines, eliminating the need for expensive additional equipment.
{"title":"Extraction of Qualitative Photoluminescence and Series Resistance Images from a Single Electroluminescence Measurement","authors":"Gaia M. N. Javier, Brendan Wright, Hugo Bucquet, Yan Zhu, Tien-Chun Wu, Thorsten Trupke, Ziv Hameiri","doi":"10.1002/solr.202500592","DOIUrl":"https://doi.org/10.1002/solr.202500592","url":null,"abstract":"<p>Electroluminescence (EL) imaging is a commonly used characterization tool in solar cell production lines. EL images provide information on performance losses caused by increased recombination and series resistance (<i>R</i><sub>s</sub>). However, separating recombination and <i>R</i><sub>s</sub>-related defects presents significant challenges. This study proposes a deep learning approach to extract qualitative photoluminescence (PL, related to recombination) and <i>R</i><sub>s</sub> images from a single EL measurement. The developed model has demonstrated high accuracy on unseen simulations. While further fine-tuning and additional work are needed to ensure robustness for practical use, this approach holds significant potential to streamline solar cell inspection processes in production lines, eliminating the need for expensive additional equipment.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146091345","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Xin-Rang Wang, Zong-Jue Zhang, Ying-Ying Ma, Liyuan Hu, Zunyuan Xie, Yunteng Qu, Xi Chen, Ji-Quan Liu, Ganglin Xue, Jinbo Bai
The valorization of food waste (FW) into functional carbon materials offers a promising strategy for simultaneously mitigating environmental burdens and promoting resource recovery. Herein, N,S-co-doped hydrothermal carbon materials (N,S-HTC and N,S-HTC-W) are fabricated from FW via H2SO4-assisted hydrothermal carbonization. Spectroscopic analyses reveal that hydrothermal carbonization reinforces the π-conjugation carbon framework and effectively incorporates N and S heteroatoms, yielding n-type semiconductors with well-aligned band structures. N,S-HTC exhibits a high carbonization degree and improved charge-carrier dynamics, which enables efficient photocatalytic oxygen (O2) reduction at a hydroperoxide (H2O2) production rate of 22.59 mmol·L−1·gcat.−1·h−1 with 51% selectivity via a successive single-electron pathway. Crucially, N,S-HTC demonstrates outstanding robustness in cycling and long-term tests and sustains H2O2 production even under oxygen-deficient conditions. Under simulated wheat cultivation scenarios, 0.08 mmol·L−1 H2O2 is achieved outdoors under natural sunshine using only dissolved atmospheric oxygen, sufficient to alleviate copper-induced growth inhibition in wheat. Simultaneously, nutrient profiling and heavy-metal assessment confirm that the FW-derived HTC materials satisfy agronomic and environmental safety requirements for soil amendment. Overall, this work proposes a practical circular-economy paradigm that upgrades FW into a dual-function carbon material capable of improving soil quality while enabling on-site solar-driven H2O2 production for crop growth promotion and abiotic stress mitigation.
{"title":"From Waste to Wonder: Food Waste-Derived Hydrothermal Carbon Powers H2O2 Photosynthesis for Sustainable Farming","authors":"Xin-Rang Wang, Zong-Jue Zhang, Ying-Ying Ma, Liyuan Hu, Zunyuan Xie, Yunteng Qu, Xi Chen, Ji-Quan Liu, Ganglin Xue, Jinbo Bai","doi":"10.1002/solr.202500930","DOIUrl":"https://doi.org/10.1002/solr.202500930","url":null,"abstract":"<p>The valorization of food waste (FW) into functional carbon materials offers a promising strategy for simultaneously mitigating environmental burdens and promoting resource recovery. Herein, N,S-co-doped hydrothermal carbon materials (N,S-HTC and N,S-HTC-W) are fabricated from FW via H<sub>2</sub>SO<sub>4</sub>-assisted hydrothermal carbonization. Spectroscopic analyses reveal that hydrothermal carbonization reinforces the π-conjugation carbon framework and effectively incorporates N and S heteroatoms, yielding <i>n</i>-type semiconductors with well-aligned band structures. N,S-HTC exhibits a high carbonization degree and improved charge-carrier dynamics, which enables efficient photocatalytic oxygen (O<sub>2</sub>) reduction at a hydroperoxide (H<sub>2</sub>O<sub>2</sub>) production rate of 22.59 mmol·L<sup>−1</sup>·g<sub>cat.</sub><sup>−1</sup>·h<sup>−1</sup> with 51% selectivity via a successive single-electron pathway. Crucially, N,S-HTC demonstrates outstanding robustness in cycling and long-term tests and sustains H<sub>2</sub>O<sub>2</sub> production even under oxygen-deficient conditions. Under simulated wheat cultivation scenarios, 0.08 mmol·L<sup>−1</sup> H<sub>2</sub>O<sub>2</sub> is achieved outdoors under natural sunshine using only dissolved atmospheric oxygen, sufficient to alleviate copper-induced growth inhibition in wheat. Simultaneously, nutrient profiling and heavy-metal assessment confirm that the FW-derived HTC materials satisfy agronomic and environmental safety requirements for soil amendment. Overall, this work proposes a practical circular-economy paradigm that upgrades FW into a dual-function carbon material capable of improving soil quality while enabling on-site solar-driven H<sub>2</sub>O<sub>2</sub> production for crop growth promotion and abiotic stress mitigation.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146027466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Ensuring broad-spectrum visible-light absorption and efficient electron extraction is essential for enhancing the efficiency of photocatalytic hydrogen production. To achieve this, manipulating carrier dynamics through cocatalyst heterojunction engineering has attracted considerable concern. However, conventional narrow-bandgap Cu–In–Zn–S (CIZS) nanocrystals (NCs) typically exhibit limited photocatalytic activity due to severe exciton annihilation. Herein, two-dimensional (2D) CIZS nanobelts (NBs) were coupled with Ni9S8 cocatalyst to construct a library of CIZS/Ni9S8 Schottky heterojunctions synthesized via a combined colloidal one-pot and hot-injection strategy. As anticipated, the CIZS/2.0%Ni9S8 heterojunction displayed the optimal photocatalytic hydrogen evolution activity of 2.75 mmol g−1 h−1, ≈3.31 times higher than that of pristine CIZS NBs (0.83 mmol g−1 h−1). Experimental results uncovered that the enhanced photocatalytic performance originated from the formation of the CIZS/2.0%Ni9S8 Schottky heterojunction, which facilitated efficient charge transfer from CIZS NBs to Ni9S8 and hindered the return of electrons. Moreover, Ni9S8 serves as active catalytic sites, significantly accelerating surface proton reduction reactions. This study provides valuable insights into the rational design and precise synthesis of colloidal multinary Cu-based chalcogenide heterojunctions for efficient photocatalytic energy conversion.
{"title":"Enhanced Photocatalytic Hydrogen Evolution of 2D Cu−In−Zn−S Nanobelts Through Coupling With Ni9S8 Nanoparticles","authors":"Yu Li, Guo Lu, Jieyu Zheng, Jie Chen, Shuaibing Wang, Mengmeng Ma, Zhijie Wang, Aiwei Tang","doi":"10.1002/solr.202500927","DOIUrl":"https://doi.org/10.1002/solr.202500927","url":null,"abstract":"<p>Ensuring broad-spectrum visible-light absorption and efficient electron extraction is essential for enhancing the efficiency of photocatalytic hydrogen production. To achieve this, manipulating carrier dynamics through cocatalyst heterojunction engineering has attracted considerable concern. However, conventional narrow-bandgap Cu–In–Zn–S (CIZS) nanocrystals (NCs) typically exhibit limited photocatalytic activity due to severe exciton annihilation. Herein, two-dimensional (2D) CIZS nanobelts (NBs) were coupled with Ni<sub>9</sub>S<sub>8</sub> cocatalyst to construct a library of CIZS/Ni<sub>9</sub>S<sub>8</sub> Schottky heterojunctions synthesized via a combined colloidal one-pot and hot-injection strategy. As anticipated, the CIZS/2.0%Ni<sub>9</sub>S<sub>8</sub> heterojunction displayed the optimal photocatalytic hydrogen evolution activity of 2.75 mmol g<sup>−1</sup> h<sup>−1</sup>, ≈3.31 times higher than that of pristine CIZS NBs (0.83 mmol g<sup>−1</sup> h<sup>−1</sup>). Experimental results uncovered that the enhanced photocatalytic performance originated from the formation of the CIZS/2.0%Ni<sub>9</sub>S<sub>8</sub> Schottky heterojunction, which facilitated efficient charge transfer from CIZS NBs to Ni<sub>9</sub>S<sub>8</sub> and hindered the return of electrons. Moreover, Ni<sub>9</sub>S<sub>8</sub> serves as active catalytic sites, significantly accelerating surface proton reduction reactions. This study provides valuable insights into the rational design and precise synthesis of colloidal multinary Cu-based chalcogenide heterojunctions for efficient photocatalytic energy conversion.</p>","PeriodicalId":230,"journal":{"name":"Solar RRL","volume":"10 1","pages":""},"PeriodicalIF":6.0,"publicationDate":"2026-01-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146002100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"工程技术","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}