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Optimizing Exciton and Charge-Carrier Behavior in Thick-Film Organic Photovoltaics:A Comprehensive Review
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作者 Lu Wei Yaxin Yang +2 位作者 Lingling Zhan Shouchun Yin Hongzheng Chen 《Nano-Micro Letters》 2026年第1期229-267,共39页
Organic photovoltaics(OPVs)have achieved remarkable progress,with laboratory-scale single-junction devices now demonstrating power conversion efficiencies(PCEs)exceeding 20%.However,these efficiencies are highly depen... Organic photovoltaics(OPVs)have achieved remarkable progress,with laboratory-scale single-junction devices now demonstrating power conversion efficiencies(PCEs)exceeding 20%.However,these efficiencies are highly dependent on the thickness of the photoactive layer,which is typically around 100 nm.This sensitivity poses a challenge for industrial-scale fabrication.Achieving high PCEs in thick-film OPVs is therefore essential.This review systematically examines recent advancements in thick-film OPVs,focusing on the fundamental mechanisms that lead to efficiency loss and strategies to enhance performance.We provide a comprehensive analysis spanning the complete photovoltaic process chain:from initial exciton generation and diffusion dynamics,through dissociation mechanisms,to subsequent charge-carrier transport,balance optimization,and final collection efficiency.Particular emphasis is placed on cutting-edge solutions in molecular engineering and device architecture optimization.By synthesizing these interdisciplinary approaches and investigating the potential contributions in stability,cost,and machine learning aspects,this work establishes comprehensive guidelines for designing high-performance OPVs devices with minimal thickness dependence,ultimately aiming to bridge the gap between laboratory achievements and industrial manufacturing requirements. 展开更多
关键词 Organic photovoltaics THICK-FILM EXCITON Charge-carrier Photovoltaic performances
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Temporally stepwise crystallization via dual-additive orchestration:Resolving the crystallinity-domain size paradox for high-efficiency organic photovoltaics
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作者 Huan Wang Zemin He +9 位作者 Xingpeng Liu Jingming Xin Ziqi Geng Kuan Yang Yutong Zhang Yan Zhang Mingzhi Duan Bei Qin Qiuju Liang Jiangang Liu 《Journal of Energy Chemistry》 2026年第1期370-383,I0009,共15页
Achieving simultaneous enhancement of crystallinity and optimal domain size remains a fundamental challenge in organic photovoltaics(OPVs),where conventional crystallization strategies often trigger excessive aggregat... Achieving simultaneous enhancement of crystallinity and optimal domain size remains a fundamental challenge in organic photovoltaics(OPVs),where conventional crystallization strategies often trigger excessive aggregation of small-molecule acceptors.This work pioneers a kinetic paradigm for resolving the crystallinity-domain size trade-off in organic photovoltaics through dual-additive-guided stepwise crystallization.By strategically pairing 1,2-dichlorobenzene(o-DCB,low binding energy to Y6)and 1-fluoronaphthalene(FN,high binding energy),we achieve temporally decoupled crystallization control:o-DCB first mediates donor-acceptor co-crystallization during film formation,constructing a metastable network,whereupon FN induces confined Y6 crystallization within this framework during thermal annealing,refining nanostructure without over-aggregation.Morphology studies reveal that this synergy enhances crystallinity of(100)diffraction peaks by 21%–10%versus single-additive controls(o-DCB/FN alone),while maintaining optimal domain size.These morphological advantages yield balanced carrier transport(μh/μe=1.23),near-unity exciton dissociation(98.53%),and a champion power conversion efficiency(PCE)of 18.08%for PM6:Y6,significantly surpassing single-additive devices(o-DCB:17.20%;FN:17.53%).Crucially,the dual-additive strategy demonstrates universal applicability across diverse active layer systems,achieving an outstanding PCE of 19.27%in PM6:L8-BO-based devices,thereby establishing a general framework for morphology control in high-efficiency OPVs. 展开更多
关键词 Organic photovoltaics Stepwise crystallization Dual additives Carrier transport Morphology
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Emerging Role of 2D Materials in Photovoltaics:Efficiency Enhancement and Future Perspectives
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作者 Ghulam Dastgeer Muhammad Wajid Zulfiqar +7 位作者 Sobia Nisar Rimsha Zulfiqar Muhammad Imran Swagata Panchanan Subhajit Dutta Kamran Akbar Alberto Vomiero Zhiming Wang 《Nano-Micro Letters》 2026年第1期843-895,共53页
The growing global energy demand and worsening climate change highlight the urgent need for clean,efficient and sustainable energy solutions.Among emerging technologies,atomically thin two-dimensional(2D)materials off... The growing global energy demand and worsening climate change highlight the urgent need for clean,efficient and sustainable energy solutions.Among emerging technologies,atomically thin two-dimensional(2D)materials offer unique advantages in photovoltaics due to their tunable optoelectronic properties,high surface area and efficient charge transport capabilities.This review explores recent progress in photovoltaics incorporating 2D materials,focusing on their application as hole and electron transport layers to optimize bandgap alignment,enhance carrier mobility and improve chemical stability.A comprehensive analysis is presented on perovskite solar cells utilizing 2D materials,with a particular focus on strategies to enhance crystallization,passivate defects and improve overall cell efficiency.Additionally,the application of 2D materials in organic solar cells is examined,particularly for reducing recombination losses and enhancing charge extraction through work function modification.Their impact on dye-sensitized solar cells,including catalytic activity and counter electrode performance,is also explored.Finally,the review outlines key challenges,material limitations and performance metrics,offering insight into the future development of nextgeneration photovoltaic devices encouraged by 2D materials. 展开更多
关键词 2D materials photovoltaics Interface engineering Work function tuning Energy harvesting
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A novel surface texturization strategy enables printing efficient pseudo-planar heterojunction semi-transparent organic photovoltaics
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作者 Zhao Qin Houdong Mao +8 位作者 Chongbin Yu Lifu Zhang Rui Zeng Lin Wen Jiayou Zhang Xiaoyu Gu Licheng Tan Feng Liu Yiwang Chen 《Science China Chemistry》 2026年第2期871-879,共9页
Semi-transparent organic photovoltaics(ST-OPVs)have great potential for photovoltaic building integration and agricultural greenhouse energy.However,the mutually constraining relationship between average visible trans... Semi-transparent organic photovoltaics(ST-OPVs)have great potential for photovoltaic building integration and agricultural greenhouse energy.However,the mutually constraining relationship between average visible transmittance(AVT)and power conversion efficiency(PCE)remains a key issue of STOPVs.Herein,we innovatively applied a surface texturization strategy by integrating with a pseudo-planar heterojunction(PPHJ)structure to fabricate ST-OPVs,which possess outstanding photoelectric conversion and light management capability.The textured active layer performs significantly improved light capture capability and reduced optical loss due to that the micro-patterned arrays can deflect incident light multiple times.Moreover,the surface texturization strategy can enhance the crystallinity of the active layer and precisely control donor/acceptor inter-penetration,which magnifies exciton dissociation interface and forms ordered carrier dynamics.Consequently,the textured opaque device via blade-coating performs a record PCE of 19.17%(certified 19.02%)and the semi-transparent device achieves one of the highest light utilization efficiency(LUE)of 5.54%with prominent PCE(14.40%)and AVT(38.43%).Most importantly,the excellent thermal insulation performance and color rendering index of ST-OPVs are fitting for the agricultural greenhouses and insulation roofing,which shows that the surface texturization strategy can provide promising application prospects for ST-OPVs in economically sustainable agricultural development. 展开更多
关键词 surface texturization semi-transparent organic photovoltaics optical loss carrier dynamics pseudo-planar heterojunction
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Correction: Optimizing Exciton and Charge-Carrier Behavior in Thick-Film Organic Photovoltaics: A Comprehensive Review
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作者 Lu Wei Yaxin Yang +2 位作者 Lingling Zhan Shouchun Yin Hongzheng Chen 《Nano-Micro Letters》 2026年第1期608-608,共1页
Correction to:Nano-Micro Letters(2026)18:10.https://doi.org/10.1007/s40820-025-01852-8 Following publication of the original article[1],the authors reported that the last author’s name was inadvertently misspelled.Th... Correction to:Nano-Micro Letters(2026)18:10.https://doi.org/10.1007/s40820-025-01852-8 Following publication of the original article[1],the authors reported that the last author’s name was inadvertently misspelled.The published version showed“Hongzhen Chen”,whereas the correct spelling should be“Hongzheng Chen”.The correct author name has been provided in this Correction,and the original article[1]has been corrected. 展开更多
关键词 charge carrier behavior exciton behavior comprehensive review thick film organic photovoltaics nano micro letters
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Solution‑Processed Thin Film Transparent Photovoltaics:Present Challenges and Future Development
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作者 Tianle Liu Munerah M.S.Almutairi +5 位作者 Jie Ma Aisling Stewart Zhaohui Xing Mengxia Liu Bo Hou Yuljae Cho 《Nano-Micro Letters》 SCIE EI CAS 2025年第2期566-600,共35页
Electrical energy is essential for modern society to sustain economic growths.The soaring demand for the electrical energy,together with an awareness of the environmental impact of fossil fuels,has been driving a shif... Electrical energy is essential for modern society to sustain economic growths.The soaring demand for the electrical energy,together with an awareness of the environmental impact of fossil fuels,has been driving a shift towards the utilization of solar energy.However,traditional solar energy solutions often require extensive spaces for a panel installation,limiting their practicality in a dense urban environment.To overcome the spatial constraint,researchers have developed transparent photovoltaics(TPV),enabling windows and facades in vehicles and buildings to generate electric energy.Current TPV advancements are focused on improving both transparency and power output to rival commercially available silicon solar panels.In this review,we first briefly introduce wavelength-and non-wavelengthselective strategies to achieve transparency.Figures of merit and theoretical limits of TPVs are discussed to comprehensively understand the status of current TPV technology.Then we highlight recent progress in different types of TPVs,with a particular focus on solution-processed thin-film photovoltaics(PVs),including colloidal quantum dot PVs,metal halide perovskite PVs and organic PVs.The applications of TPVs are also reviewed,with emphasis on agrivoltaics,smart windows and facades.Finally,current challenges and future opportunities in TPV research are pointed out. 展开更多
关键词 Transparent semiconductors Solution-processable transparent solar cell Emerging solar cell materials Buildingintegrated photovoltaics
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Trifluorophenyl Side Chain Engineering in Benzotriazole-Core Acceptors for High-Performance Organic Photovoltaics
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作者 Sabeen Zahra Du Hyeon Ryu +6 位作者 Jong-Woon Ha Seungjin Lee Muhammad Haris Chang Eun Song Hang Ken Lee Sang Kyu Lee Won Suk Shin 《Energy & Environmental Materials》 2025年第3期274-281,共8页
In this study,we explore an innovative approach to enhancing the photovoltaic performance of organic solar cells through core fluorination of the non-fullerene acceptor.We developed a benzotriazole-based non-fullerene... In this study,we explore an innovative approach to enhancing the photovoltaic performance of organic solar cells through core fluorination of the non-fullerene acceptor.We developed a benzotriazole-based non-fullerene acceptor with a trifluorinated phenyl side chain,referred to as YNPF3,which has a significant impact on the molecular properties,including a surprisingly varied local dipole moment and crystalline nature,as well as effectively stabilizing the frontier molecular orbital energy levels.Furthermore,a trifluorophenyl-based non-fullerene acceptor exhibits enhanced absorptivity,restricted voltage loss,and favorable photoactive morphology compared with its methyl side chain counterpart non-fullerene acceptor.Consequently,a binary organic solar cell based on YNPF3 achieves an outstanding power conversion efficiency of 19.2%,surpassing the control device with a efficiency of 16.5%.Finally,the YNPF3-based organic solar cell presents an impressive power conversion efficiency of 16.6%in a mini-module device with an aperture size of 12.5 cm^(2),marking the highest reported efficiency for series-connected binary organic solar cells with a photoactive area over 10 cm^(2). 展开更多
关键词 core-modification module morphology organic photovoltaics trifluorophenyl
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PDINN sandwiched silver nanowires for solution-processed semitransparent organic photovoltaics with over 4%light utilization efficiency and nearly 100%bifaciality factor
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作者 Junjie Wu Menghua Cao +4 位作者 Xin Liu Rihong Zhu Jie Zhou Jiangsheng Yu Gang Li 《Journal of Energy Chemistry》 2025年第5期1-9,共9页
Semitransparent organic photovoltaics(ST-OPVs)for building integration represent a pivotal direction in the development of photovoltaic industry.Solution-processed silver nanowires(AgNWs)are considered promising candi... Semitransparent organic photovoltaics(ST-OPVs)for building integration represent a pivotal direction in the development of photovoltaic industry.Solution-processed silver nanowires(AgNWs)are considered promising candidates for transparent electrodes in semitransparent devices due to their high transparency-conductivity-efficiency merit,large-scale processability,and low cost.In this work,we develop two solution-processed organic–inorganic hybrid electrodes,named AgNWs-PD and AgNWsPC,utilizing AgNWs as the conductive framework and aliphatic amine-functionalized perylene-diimide(PDINN)as the sandwiched material,while AgNWs-PC exhibits significantly improved electrical conductivity and enhanced contact area with the underlying electron transport layer.The optimized device achieves a power conversion efficiency of 9.45%with an open circuit voltage of 0.846 V,a high filling factor of 75.4%,and an average visible transmittance(AVT)of 44.0%,delivering an outstanding light utilization efficiency(LUE)of 4.16%,which is the highest reported value for all solution-processed ST-OPVs.In addition,by coupling a 30-nm tellurium dioxide atop AgNWs-PC,the bifaciality factor of derivative devices improves from 73.7%to 99.4%,while maintaining a high bifacial LUE over 3.7%.Our results emphasize the superiority and effectiveness of PDINN-sandwiched AgNWs electrodes for highperformance and all solution-processed ST-OPVs. 展开更多
关键词 Semitransparent organic photovoltaics Solution-processed Silver nanowire electrode Conventional structure Light utilization efficiency Bifaciality factor
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Nano-monolayer NiPS_(3) crystal inducing reinforced polymeric π- orbital coherent stack for 20.83% efficiency organic photovoltaics
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作者 Zhenye Li Jiefeng Xie Hanjian Lai 《Nano Research》 2025年第12期589-598,共10页
In organic photovoltaics(OPVs),theπ-orbital D18-Cl coherent stack ofπ-conjugated polymers in the active layer exerts a profound influence on exciton dissociation and charge transport.Nevertheless,the structural flex... In organic photovoltaics(OPVs),theπ-orbital D18-Cl coherent stack ofπ-conjugated polymers in the active layer exerts a profound influence on exciton dissociation and charge transport.Nevertheless,the structural flexibility intrinsic ofπ-conjugated polymers fundamentally restricts orderedπ-orbital coherent stack,thereby establishing persistent performance limitations in OPVs.Here,we demonstrate a universal crystalinduced polymericπ-orbital coherent stack reinforcement strategy by incorporating nano-monolayer nickel phosphorus trisulfide(NiPS_(3))crystal as a multifunctional additive,to modulates tighterπ–πstacking and extended crystallite coherence length.These structural improvements synergistically extend exciton lifetime,suppress carrier recombination,and optimize charge transport.Consequently,OPVs based on D18-Cl:L8-BO system achieves an impressive power conversion efficiency(PCE)of 20.83%with concurrent improvements in short-circuit current density and fill factor.The universality of this approach is further confirmed in PM6:L8-BO(PCE boosts from 17.41%±0.21%to 18.08%±0.11%)and D18:L8-BO(PCE improves from 19.20%±0.27%to 20.19%±0.20%)systems,where nano-monolayer NiPS_(3) crystal universally mediates the formation of tightlyπ-orbital coherent stack ofπ-conjugated polymers with enhanced crystallite coherence length.This work establishes nano-monolayer NiPS_(3) crystal as powerful tools for modulatesπ-orbital coherent stack of conjugated polymers,offering a materials-agnostic pathway toward high-efficiency OPVs. 展开更多
关键词 organic photovoltaics nano-monolayer NiPS_(3)crystal π-orbital coherent stack crystallite coherence length
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Scalable and Passive Concentrator Photovoltaics Using a Multi-Focal Pyramidal Array:A Multi-Physics Modeling Approach
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作者 Mussad Mohammed Al-Zahrani Taher Maatallah 《Frontiers in Heat and Mass Transfer》 2025年第6期1883-1905,共23页
Conventional concentrator photovoltaics(CPV)face a persistent trade-off between high efficiency and high cost,driven by expensive multi-junction solar cells and complex active cooling systems.This study presents a com... Conventional concentrator photovoltaics(CPV)face a persistent trade-off between high efficiency and high cost,driven by expensive multi-junction solar cells and complex active cooling systems.This study presents a computational investigation of a novel Multi-Focal Pyramidal Array(MFPA)-based CPV system designed to overcome this limitation.The MFPA architecture employs a geometrically optimized pyramidal concentrator to distribute concen-trated sunlight onto strategically placed,low-cost monocrystalline silicon cells,enabling high efficiency energy capture while passively managing thermal loads.Coupled optical thermal electrical simulations in COMSOL Multiphysics demonstrate a geometric concentration ratio of 120×,with system temperatures maintained below 110℃ under standard 1000 W/m2 Direct Normal Irradiance(DNI).Ray tracing confirms 95%optical efficiency and a concentrated light spot radius of 2.48 mm.Compared with conventional CPV designs,the MFPA improves power-per-cost by 25%and reduces tracking requirements by 50%owing to its wide±15°acceptance angle.These results highlight the MFPA’s potential as a scalable,low-cost,and energy-efficient pathway for expanding solar power generation. 展开更多
关键词 Concentrating photovoltaic(CPV) multi-focal pyramidal array(MFPA) multi-physics simulation optical-thermal coupling geometric concentration solar energy conversion
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“风光水火储一体化”能源基地有功功率实时协调控制策略 被引量:1
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作者 李滨 陆光榛 +2 位作者 李佩杰 阳育德 陆峥 《电力系统自动化》 北大核心 2026年第2期188-196,共9页
在“风光水火储一体化”能源基地中,增强风光发电的可控性以及为电力系统提供优质辅助服务的关键在于各类能源的协调控制。现有控制策略存在分解计算效率低、数据处理慢、结果可靠性差和抽蓄、储能调节裕度的越限预警能力薄弱的问题。为... 在“风光水火储一体化”能源基地中,增强风光发电的可控性以及为电力系统提供优质辅助服务的关键在于各类能源的协调控制。现有控制策略存在分解计算效率低、数据处理慢、结果可靠性差和抽蓄、储能调节裕度的越限预警能力薄弱的问题。为此,文中将一种高效的在线时间序列分解方法OneShotSTL应用到有功调节量时序数据的分析和处理中。该方法通过增量计算策略,仅更新与新数据相关的局部计算,显著提升处理效率和实时性。首先,在跟踪发电计划和辅助调频模式下,采用OneShotSTL方法从有功调节量时序数据中提取趋势项、周期项和残差项,实现火电、可变速抽水蓄能、储能分别与趋势分量、周期分量以及残差分量的精准配对。其次,为保障可变速抽水蓄能和储能的调节裕度,提出基于随机指标的抽水蓄能水库库容、储能荷电状态恢复策略。在此基础上,形成一种能源基地有功功率实时协调控制策略。最后,以中国南方区域某“风光水火储一体化”能源基地为例进行仿真分析,验证所提策略的有效性。 展开更多
关键词 能源基地 实时控制 协调控制 有功调节 调频 风电 光伏
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考虑波浪作用和时序特性的海上漂浮式光伏阵列故障诊断方法
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作者 高爽 李辰昊 +2 位作者 李泽宇 孔祥玉 刘孟孟 《电工技术学报》 北大核心 2026年第3期999-1011,共13页
围绕近海漂浮式光伏发电场在海上风浪环境下长期稳定运行与智慧运维的需求,该文基于海上环境与光伏电气系统运行状况的一体化智能监测装置,提出一种考虑波浪作用和时序特性的故障诊断方法。首先,将海上波浪运动规律与漂浮式光伏阵列的... 围绕近海漂浮式光伏发电场在海上风浪环境下长期稳定运行与智慧运维的需求,该文基于海上环境与光伏电气系统运行状况的一体化智能监测装置,提出一种考虑波浪作用和时序特性的故障诊断方法。首先,将海上波浪运动规律与漂浮式光伏阵列的等效电路模型相结合,构建多模型融合的漂浮式光伏发电模型;其次,仿真分析正常状态和海上多种故障类型下的发电特性,针对海上环境下特有的故障类型进行特征提取,构建时序故障特征矩阵,所提出的特征提取算法考虑了波浪环境对故障特征量的影响和故障发展的时序特性;最后,提出空间注意力机制(SAM)与卷积-双向长短期记忆神经网络(CNN-BiLSTM)结合的故障诊断模型,并进行了仿真及波浪实验数据验证。该模型可兼顾波浪影响的局部特征与故障发展的时序特征的提取,结果表明所提出的基于时序故障特征矩阵的诊断方法相较于其他方法有4.4~20.3个百分点的准确率提升。 展开更多
关键词 海上漂浮式光伏 光伏发电模型 I-V特性曲线 光伏阵列故障诊断 故障时序特性提取
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基于IPSO-NTSMC的光伏MPPT控制方法
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作者 常雨芳 罗梦瑶 +2 位作者 高鹏 严怀成 黄文聪 《太阳能学报》 北大核心 2026年第1期82-88,共7页
针对局部阴影下光伏阵列输出功率的多峰值问题,提出一种将改进粒子群算法和非奇异终端滑模控制融合的复合控制方法。首先,分析光伏阵列的数学模型及输出特性;其次,设计改进粒子群算法,减小惯性权重在算法执行过程中的影响,提高局部阴影... 针对局部阴影下光伏阵列输出功率的多峰值问题,提出一种将改进粒子群算法和非奇异终端滑模控制融合的复合控制方法。首先,分析光伏阵列的数学模型及输出特性;其次,设计改进粒子群算法,减小惯性权重在算法执行过程中的影响,提高局部阴影下光伏系统的输出功率;再次,设计非奇异终端滑模切换面,以克服传统滑模的奇异问题,简化系统结构并提高稳态精度;最后,通过Matlab/Simulink平台开展仿真实验,并与现有方法进行对比,结果表明所提策略在跟踪速度、稳态功率波动等方面均表现出更优性能,可显著改善光伏系统的最大功率点跟踪效果。 展开更多
关键词 光伏阵列 太阳电池 滑模控制 最大功率点跟踪 粒子群优化算法
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基于泛化图论与DDPG算法的高渗透率光伏配电网能量路由策略研究
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作者 李红 王家威 +1 位作者 杨剑锋 伏一平 《太阳能学报》 北大核心 2026年第1期127-135,共9页
针对基于能量路由器(ER)间接接纳分布式光伏的高渗透率光伏配电网由于本地台区光伏消纳或出力不足导致的弃光及功率缺额问题,引入高渗透率光伏能量路由器互联系统(HP-PVERIS),提出一种基于泛化图论和深度确定性策略梯度(DDPG)算法的双... 针对基于能量路由器(ER)间接接纳分布式光伏的高渗透率光伏配电网由于本地台区光伏消纳或出力不足导致的弃光及功率缺额问题,引入高渗透率光伏能量路由器互联系统(HP-PVERIS),提出一种基于泛化图论和深度确定性策略梯度(DDPG)算法的双层相干驱动能量路由策略。第一层通过定义多目标优化模型,针对节点转换损耗、线路损耗、网络拥塞及能量负载均衡问题,利用改进的泛化图论求解路由路径;第二层基于DDPG强化学习算法对多路径进行最小损耗目标的动态功率分配,并将优化后的新拓扑参数反馈至第一层,形成双层驱动的路由分配策略。仿真结果表明,该策略能够有效改善网损、网络拥塞及负载均衡问题,同时提升高渗透率光伏配电网的光伏消纳和互济能力。 展开更多
关键词 分布式能源 光伏发电 图论 能源策略 能量路由器 高渗透率光伏配电网
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基于线损敏感度的配电网BESS二阶段优化配置模型
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作者 王彬 王学军 +3 位作者 葛磊蛟 刘航旭 魏联滨 王莹 《现代电力》 北大核心 2026年第1期72-80,共9页
光伏(photovoltaics, PV)和电动汽车(electric vehicles, EV)的发展加剧了配电网的运行压力,尽管接入电池储能系统(battery energy storage systems, BESS)可以缓解该现象,但现有的优化配置模型较少考虑BESS接入位置对线损的影响。针对... 光伏(photovoltaics, PV)和电动汽车(electric vehicles, EV)的发展加剧了配电网的运行压力,尽管接入电池储能系统(battery energy storage systems, BESS)可以缓解该现象,但现有的优化配置模型较少考虑BESS接入位置对线损的影响。针对上述挑战,提出一个二阶段优化配置模型。该模型基于线损敏感度,旨在优化含高比例光伏和电动汽车的配电网中电池储能系统的配置。首先,构建基于线损敏感度的BESS接入位置优化选取模型;之后,在BESS接入容量优化方面,建立考虑运维成本、线损、调压和负荷峰值等目标的容量优化模型;并提出改进的粒子群优化算法对所提问题进行优化求解。所提方法在含高比例PV-EV的IEEE-33节点配电网上进行评估。从目标函数、系统效率、投资回收期和统计分析等方面对几种算法结果进行了比较。仿真结果表明,基于线损敏感度的高比例PV-EV配电网的BESS二阶段优化配置模型可以更好地降低线损、改善电压分布,使系统成本降低40.05%,线损降低10.67%,负荷峰值降低12.05%,验证了所提方法的有效性。 展开更多
关键词 储能 光伏 配电网 电动汽车 优化配置
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物理特征扩展的ASReLU-CNN-LSTM短期光伏功率预测研究
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作者 刘伟 李洋洋 《电力系统保护与控制》 北大核心 2026年第2期58-69,共12页
为提高光伏发电系统在复杂多变气象条件下输出功率预测的精确性和稳定性,基于物理-数据融合的驱动策略,提出一种物理特征扩展的ASReLU-CNN-LSTM短期光伏功率预测方法。该方法首先通过改进太阳轨迹模型动态校正斜面辐照度,使其更准确地... 为提高光伏发电系统在复杂多变气象条件下输出功率预测的精确性和稳定性,基于物理-数据融合的驱动策略,提出一种物理特征扩展的ASReLU-CNN-LSTM短期光伏功率预测方法。该方法首先通过改进太阳轨迹模型动态校正斜面辐照度,使其更准确地反映组件实际受光强度,接着结合光电转换模型与小型前馈网络扩展数据集的相对功率特征。其次,构建自适应平滑修正线性单元(adaptively smooth rectifier linear unit,ASReLU),通过参数自适应平滑修正优化卷积神经网络(convolutional neural network,CNN)的负特征提取能力。最后,将物理特征扩展的数据集输入ASReLU-CNN-LSTM模型,实现光伏功率的预测。在两个不同气候区数据集上的实验结果表明,该预测方法具有较高的精确性和泛化能力。 展开更多
关键词 短期光伏功率预测 太阳轨迹模型 光电转换模型 自适应平滑修正线性单元 CNN-LSTM模型
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基于平均功率估算的海上漂浮式光伏MPPT研究
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作者 陈继明 郭瑾 +2 位作者 刘静 黄磊 宋军志 《太阳能学报》 北大核心 2026年第2期84-90,共7页
针对漂浮式光伏环境下传统最大功率点追踪算法寻优准确性不足的特点,提出一种基于平均功率估算的最大功率追踪方法,并在Matlab/Simulink环境中搭建仿真模型,对该方法进行仿真验证并与扰动观测法和粒子群算法进行仿真对比。结果显示,基... 针对漂浮式光伏环境下传统最大功率点追踪算法寻优准确性不足的特点,提出一种基于平均功率估算的最大功率追踪方法,并在Matlab/Simulink环境中搭建仿真模型,对该方法进行仿真验证并与扰动观测法和粒子群算法进行仿真对比。结果显示,基于平均功率估算的最大功率追踪方法具有更好的动态追踪能力和准确度。 展开更多
关键词 光伏阵列 动态模型 最大功率追踪 优化算法 漂浮式光伏 平均功率
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基于电量平衡的梯级水库水光互补周调节:基础理论和数学模型
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作者 陈祖煜 胡贵良 +9 位作者 范雄安 王乃欣 郭怿 孙平 吴凯 李南辉 董美玉 尹鹏海 张娉 田星星 《水利学报》 北大核心 2026年第1期22-37,共16页
为了利用具有90%保证率的水电资源电量平抑具有10%保证率的光伏资源电量,向电网输送与水电相同保证率的新能源保证电量,本文通过研究梯级水库水光互补电量周调节的基础理论,提出相应的数学模型。本研究提出了确定光伏资源及其随机特性... 为了利用具有90%保证率的水电资源电量平抑具有10%保证率的光伏资源电量,向电网输送与水电相同保证率的新能源保证电量,本文通过研究梯级水库水光互补电量周调节的基础理论,提出相应的数学模型。本研究提出了确定光伏资源及其随机特性和弃光量的方法,推导了水库水位与发电势能关系的理论公式和实用公式。在此基础上建立了梯级水库水光互补电量周调节的数学模型。结合金沙江上游水风光新能源基地规划,对叶巴滩和拉哇两个季调节电站在光伏装机12000 MW条件下的光伏日发电量和弃光量开展定量分析。在这一简单线性的梯级周调节算法基础上开展了月调节、年调节和多年调节梯级滚动计算,可以实现时空多维度大规模数值模拟。计算成果可为水光互补基地规划论证奠定科学基础。 展开更多
关键词 梯级水库 水光互补 周调节 电量平衡 数学模型
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基于时空双流网络与多重注意力的光伏功率预测
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作者 李恒杰 隆贤华 +2 位作者 周云 冯冬涵 马喜平 《太阳能学报》 北大核心 2026年第2期51-59,共9页
针对光伏发电的间歇性和随机性给光伏功率预测带来的准确性不足问题,提出基于时空双流网络与多重注意力的短期光伏功率预测模型。模型结合ModernTCN、ITransformer、GRU及TimesNet网络,充分挖掘光伏发电的空间分布特性和时间序列动态性... 针对光伏发电的间歇性和随机性给光伏功率预测带来的准确性不足问题,提出基于时空双流网络与多重注意力的短期光伏功率预测模型。模型结合ModernTCN、ITransformer、GRU及TimesNet网络,充分挖掘光伏发电的空间分布特性和时间序列动态性,利用迭代交叉注意力机制有效融合独立提取的特征,形成包含丰富时空信息的特征向量,从而有效提升光伏功率的短期预测精度。实验结果证实,该模型在预测精度方面要优于现有主流时序模型。 展开更多
关键词 光伏功率预测 聚类集成 特征融合 注意力机制 双流网络
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基于深度残差注意力网络的光伏组件分割
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作者 李鹏 宁昊 +2 位作者 宿雲龙 孟庆伟 陈继明 《太阳能学报》 北大核心 2026年第1期72-81,共10页
针对遥感图像中光伏组件的分割和提取问题,提出一种基于深度残差注意力网络的遥感图像光伏组件语义分割方法。首先基于U-Net结构搭建光伏组件遥感图像分割框架;然后,使用深度残差神经网络替换原始U-Net的特征提取部分,提升网络的图像特... 针对遥感图像中光伏组件的分割和提取问题,提出一种基于深度残差注意力网络的遥感图像光伏组件语义分割方法。首先基于U-Net结构搭建光伏组件遥感图像分割框架;然后,使用深度残差神经网络替换原始U-Net的特征提取部分,提升网络的图像特征提取和表达能力;最后,在网络的残差模块中引入一种高效局部注意力机制,用于进一步增强局部特征的表达能力,提高算法对光伏组件的分割和提取精度。利用该算法在遥感图像光伏组件公开数据集上进行分割提取实验,结果表明改进算法在3类不同空间分辨率的数据集上表现优于DeepLabv3+、UCTransNet、UDTransNet、HRNetV2、SegFormer等方法,相较于原始U-Net网络的mIoU、Dice、mPA和Precision等评价指标平均提升5.80%、2.91%、3.06%和3.92%。 展开更多
关键词 光伏组件 深度学习 语义分割 深度残差网络 U-Net 注意力机制
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