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Assessing the accuracy of two steady-state temperature models for onboard passenger vehicle photovoltaics applications 评估车载光伏应用中两种稳态温度模型的准确性
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-07-09 DOI: 10.1002/pip.3832
Neel Patel, Bart E. Pieters, Karsten Bittkau, Evgenii Sovetkin, Kaining Ding, Angèle Reinders

We assess the accuracy of two steady-state temperature models, namely, Ross and Faiman, in the context of photovoltaics (PV) systems integrated in vehicles. Therefore, we present an analysis of irradiance and temperature data monitored on a PV system on top of a vehicle. Next, we have modeled PV cell temperatures in this PV system, representing onboard vehicle PV systems using the Ross and Faiman model. These models could predict temperatures with a coefficient of determination (R2) in the range of 0.61–0.88 for the Ross model and 0.63–0.93 for the Faiman model. It was observed that the Ross and Faiman model have high errors when instantaneous data are used but become more accurate when averaged to timesteps of greater than 1000–1500 s. The Faiman model's instantaneous response was independent of the variations in the weather conditions, especially wind speed, due to a lack of thermal capacitance term in the model. This study found that the power and energy yield calculations were minimally affected by the errors in temperature predictions. However, a transient model, which includes the thermal mass of the vehicle and PV modules, is necessary for an accurate instantaneous temperature prediction of PV modules in vehicle-integrated (VIPV) applications.

我们以集成在车辆中的光伏(PV)系统为背景,评估了两种稳态温度模型(即罗斯模型和费曼模型)的准确性。因此,我们对车辆顶部光伏系统监测到的辐照度和温度数据进行了分析。接下来,我们使用罗斯和费曼模型对该光伏系统中的光伏电池温度进行了建模,该模型代表了车载光伏系统。这些模型可以预测温度,罗斯模型的判定系数 (R2) 在 0.61-0.88 之间,费曼模型的判定系数 (R2) 在 0.63-0.93 之间。据观察,在使用瞬时数据时,Ross 和 Faiman 模型的误差较大,但当平均时间步长大于 1000-1500 秒时,误差就会变得更加精确。Faiman 模型的瞬时响应与天气条件的变化无关,尤其是风速,这是因为模型中缺少热电容项。这项研究发现,功率和能量产出计算受温度预测误差的影响很小。不过,要准确预测车载一体化(VIPV)应用中光伏模块的瞬时温度,必须建立一个包含车辆和光伏模块热质量的瞬态模型。
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引用次数: 0
Cost-efficiency potential of solar energy on a global scale: Case studies for Si solar modules with PERC and heterojunction structures 太阳能在全球范围内的成本效益潜力:具有 PERC 和异质结结构的硅太阳能模块案例研究
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-07-09 DOI: 10.1002/pip.3835
Tomoya Kobayashi, Hirotaka Katayama, Yosuke Kinden, Yoshitsune Kato, Youichirou Aya, Taiki Hashiguchi, Daiji Kanematsu, Tomonao Kobayashi, Akira Terakawa, Hiroyuki Fujiwara

Levelized cost of electricity (LCOE) is a crucial metric for assessing the socio-economic cost-efficiency potential of various energy sources including solar photovoltaics. Nevertheless, accurate LCOE estimations for commercialized high-efficiency Si solar modules with passivated emitter and rear cell (PERC) and silicon heterojunction (SHJ) structures have been lacking. In this study, we present the first global LCOE estimates for a PERC module (20% cell efficiency) and a SHJ module (23% cell efficiency), which have been derived by (i) performing rigorous energy-yield calculations with full-spectral and temperature-dependent simulations that incorporate all essential meteorological effects and (ii) considering country-specific capital costs and discount rates. Moreover, to determine the universal global LCOE, the LCOEs for three distinct installation capacities (100 MW for a utility, 500 kW for a commercial, and 5 kW for a residential system) have been unified by selecting an appropriate system size at each location based on a population density. We find that the LCOEs of both PERC and SHJ systems are below 3 cents/kWh in 2020 US dollar in many areas of China, Saudi Arabia, the United States, Australia, Chile, and Botswana, where the conditions of a high energy yield, low population density, low capital cost, and low country-risk premium are satisfied simultaneously. In contrast, many European countries exhibit a moderate LCOE of 3~5 cents/kWh. Notably, Japan and Russia exhibit quite high LCOEs (6~10 cents/kWh) primarily due to significantly higher installation costs and moderate energy yields. Importantly, the global LCOEs of the PERC and SHJ modules are quite similar, with the SHJ module showing a slightly better cost performance in the regions near the equator due to its low temperature coefficient. Conversely, the PERC module demonstrates a cost advantage in the Northern Hemisphere due to a lower module cost.

平准化电力成本(LCOE)是评估包括太阳能光伏发电在内的各种能源的社会经济成本效益潜力的重要指标。然而,对于采用钝化发射极和后部电池(PERC)以及硅异质结(SHJ)结构的商业化高效硅太阳能模块,一直缺乏准确的 LCOE 估算。在本研究中,我们首次提出了 PERC 组件(电池效率为 20%)和 SHJ 组件(电池效率为 23%)的全球 LCOE 估算值,这些估算值是通过以下方法得出的:(i) 利用全光谱和温度模拟进行严格的能量产出计算,其中包含所有基本气象效应;(ii) 考虑特定国家的资本成本和贴现率。此外,为了确定全球通用的 LCOE,我们还根据人口密度为每个地点选择了适当的系统规模,从而统一了三种不同安装容量(公用事业系统 100 兆瓦、商业系统 500 千瓦和住宅系统 5 千瓦)的 LCOE。我们发现,在中国、沙特阿拉伯、美国、澳大利亚、智利和博茨瓦纳的许多地区,以 2020 年美元计算,PERC 和 SHJ 系统的 LCOE 均低于 3 美分/千瓦时,这些地区同时满足了高能源产出、低人口密度、低资本成本和低国家风险溢价的条件。相比之下,许多欧洲国家的 LCOE 介于 3~5 美分/千瓦时之间。值得注意的是,日本和俄罗斯表现出相当高的 LCOE(6~10 美分/千瓦时),这主要是由于其安装成本明显较高且能源收益率适中。重要的是,PERC 和 SHJ 组件的全球 LCOE 非常相似,SHJ 组件由于温度系数低,在赤道附近地区的成本表现略好。相反,PERC 模块由于模块成本较低,在北半球显示出成本优势。
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引用次数: 0
Solar cell efficiency tables (Version 64) 太阳能电池效率表(第 64 版)
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-07-02 DOI: 10.1002/pip.3831
Martin A. Green, Ewan D. Dunlop, Masahiro Yoshita, Nikos Kopidakis, Karsten Bothe, Gerald Siefer, David Hinken, Michael Rauer, Jochen Hohl-Ebinger, Xiaojing Hao

Consolidated tables showing an extensive listing of the highest independently confirmed efficiencies for solar cells and modules are presented. Guidelines for inclusion of results into these tables are outlined, and new entries since January 2024 are reviewed.

综合表格广泛列出了经独立确认的太阳能电池和组件的最高效率。概述了将结果纳入这些表格的准则,并回顾了自 2024 年 1 月以来的新条目。
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引用次数: 0
Intrinsic performance loss rate: Decoupling reversible and irreversible losses for an improved assessment of photovoltaic system performance 内在性能损耗率:将可逆损耗和不可逆损耗分离,改进光伏系统性能评估
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-06-17 DOI: 10.1002/pip.3829
Hugo Quest, Christophe Ballif, Alessandro Virtuani

Solar electricity is set to play a pivotal role in future energy systems. In view of a market that may soon reach the terawatt (TW) scale, a careful assessment of the performance of photovoltaic (PV) systems becomes critical. Research on PV fault detection and diagnosis (FDD) focuses on the automated identification of faults within PV systems through production data, and long-term performance evaluations aim to determine the performance loss rate (PLR). However, these two approaches are often handled separately, resulting in a notable gap in the field of reliability. Within PV system faults, one can distinguish between permanent, irreversible effects (e.g. bypass diode breakage, delamination and cell cracks) and transient, reversible losses (e.g. shading, snow and soiling). Reversible faults can significantly impact (and bias) PLR estimates, leading to wrong judgements about system or component performance and misallocation of responsibilities in legal claims. In this work, the PLR is evaluated by applying a fault detection procedure that allows the filtering of shading, snow and downtime. Compared with standard filtering methods, the addition of an integrated FDD analysis within PLR pipelines offers a solution to avoid the influence of reversible effects, enabling the determination of what we call the intrinsic PLR (i-PLR). Applying this method to a fleet of PV systems in the built environment reveals four main PLR bias scenarios resulting from shading losses. For instance, a system with increasing shading over time exhibits a PLR of −1.7%/year, which is reduced to −0.3%/year when reversible losses are filtered out.

太阳能发电将在未来的能源系统中发挥举足轻重的作用。鉴于市场规模可能很快达到太瓦(TW)级,对光伏(PV)系统的性能进行仔细评估变得至关重要。光伏故障检测和诊断 (FDD) 研究的重点是通过生产数据自动识别光伏系统中的故障,而长期性能评估的目的是确定性能损失率 (PLR)。然而,这两种方法通常是分开处理的,导致在可靠性领域存在明显差距。在光伏系统故障中,可以区分永久性、不可逆的影响(如旁路二极管断裂、分层和电池裂纹)和瞬时性、可逆的损失(如遮阳、积雪和弄脏)。可逆故障会对 PLR 估计值产生重大影响(和偏差),导致对系统或组件性能的错误判断以及法律索赔中的责任分配不当。在这项工作中,通过采用允许过滤遮光、积雪和停机时间的故障检测程序,对 PLR 进行了评估。与标准滤波方法相比,在 PLR 管道中添加集成 FDD 分析可提供一种解决方案,避免可逆效应的影响,从而确定我们所说的内在 PLR(i-PLR)。将这种方法应用于建筑环境中的光伏系统,可以发现遮阳损失导致的四种主要 PLR 偏差情况。例如,一个随着时间推移遮光率不断增加的系统,其 PLR 为-1.7%/年,而在滤除可逆损失后,PLR 则降至-0.3%/年。
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引用次数: 0
24.2% efficient POLO back junction solar cell with an AlOx/SiNy dielectric stack from an industrial-scale direct plasma-enhanced chemical vapor deposition system 采用工业规模直接等离子体增强化学气相沉积系统生产的 AlOx/SiNy 介电堆栈的 24.2% 高效率 POLO 背结太阳能电池
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-06-06 DOI: 10.1002/pip.3828
Byungsul Min, Verena Mertens, Yevgeniya Larionova, Thomas Pernau, Helge Haverkamp, Thorsten Dullweber, Robby Peibst, Rolf Brendel

An aluminum oxide (AlOx)/silicon nitride (SiNy) dielectric stack was developed using an industrial plasma-enhanced chemical vapor deposition (PECVD) system with low-frequency (LF) plasma source for the surface passivation of undiffused textured p-type crystalline silicon. The median recombination current density is 4.3 fA cm−2 as determined from photoconductance decay lifetime measurements and numerical device modeling. To the best of our knowledge, this is the first time to present a high-quality LF-PECVD AlOx/SiNy passivation stack on undiffused textured p-type crystalline silicon wafers, which are cleaned with industrial processes using HF, HCl, and O3. The simulation agrees well with the measured effective carrier lifetime if the velocity parameters of 5.6 cm s−1 for holes and 803 cm s−1 for electrons are applied with a fixed negative charge density of −3 × 1012 cm−2. The process integration of developed AlOx/SiNy dielectric stack is successfully demonstrated by fabricating p-type back junction solar cells featuring a poly-Si-based passivating contact at the cell rear side. As the best cell efficiency, we achieve 24.2% with an open-circuit voltage of 725 mV on a M2-sized Ga-doped p-type Czochralski-grown Si wafer as independently confirmed by ISFH CalTeC.

利用带有低频(LF)等离子源的工业等离子体增强化学气相沉积(PECVD)系统,开发了一种氧化铝(AlOx)/氮化硅(SiNy)介质堆,用于未扩散纹理对型晶体硅的表面钝化。通过光电导衰减寿命测量和数值器件建模确定的中值重组电流密度为 4.3 fA cm-2。据我们所知,这是首次在未扩散纹理的 p 型晶体硅晶片上实现高质量的 LF-PECVD AlOx/SiNy 钝化堆栈,这些晶片是通过使用 HF、HCl 和 O3 的工业流程进行清洁的。如果采用 5.6 cm s-1 的空穴速度参数和 803 cm s-1 的电子速度参数,并固定负电荷密度为 -3 × 1012 cm-2,模拟结果与测量的有效载流子寿命非常吻合。通过在电池后侧制造具有聚硅氧烷钝化触点的 p 型背结太阳能电池,成功演示了所开发的 AlOx/SiNy 介电堆栈的工艺集成。经 ISFH CalTeC 独立确认,我们在 M2 大小的掺镓 p 型 Czochralski 生长硅晶片上实现了 24.2% 的最佳电池效率,开路电压为 725 mV。
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引用次数: 0
Comprehensive review on performance, reliability, and roadmap of c-Si PV modules in desert climates: A proposal for improved testing standard 全面审查沙漠气候条件下晶体硅光伏组件的性能、可靠性和路线图:关于改进测试标准的建议
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-06-02 DOI: 10.1002/pip.3827
Baloji Adothu, Sagarika Kumar, Jim Joseph John, Gernot Oreski, Gerhard Mathiak, Bengt Jäckel, Vivian Alberts, Jabir Bin Jahangir, Muhammad Ashraful Alam, Ralph Gottschalg

Desert regions have emerged as ideal places for GW utility-scale photovoltaic (PV) module installations because of their ultra-large spaces, abundance of high-irradiance sunshine hours, and clear sky. However, the harsh desert climate presents challenges to the reliability and bankability of PV modules. This review provides an in-depth understanding of the unique desert parameters impact, desert-induced degradation modes, status, and required properties of the bill of materials (BOMs) and suggestions for the development of desert standards. The review reveals that the climatic conditions in the desert are considerably harsher than those in the moderate climate. The main degradation mechanisms caused by the desert are ultraviolet (UV)-induced discoloration, thermomechanical flaws of interconnects, and glass abrasion (because of soiling). The development of desert modules may necessitate the use of new-generation modules with low-temperature coefficients, high efficiency, high bifaciality, stability under UV light, and elevated temperatures. For the desert module application, options include advanced back sheets and encapsulants that are thermally and UV stable, free of acetic acid groups, and have a low water vapor transfer rate. The degradation modes induced by desert climate are not sufficiently addressed by the present environmental and safety standards through accelerated aging tests. As a result, this article provides a summary of current standards and recommends creating a new testing proposal called the “Hot Desert Test Cycle (HDTC)” sequence that is specific to the desert climate. This comprehensive review catalyzes the PV community to explore novel designs and develop desert PV modules while adhering to localized standards.

沙漠地区因其超大的空间、丰富的高辐照度日照时间和晴朗的天空而成为安装全球风能公用事业级光伏(PV)组件的理想之地。然而,恶劣的沙漠气候给光伏组件的可靠性和可储存性带来了挑战。本综述深入介绍了独特的沙漠参数影响、沙漠引起的降解模式、材料清单 (BOM) 的现状和所需属性,以及制定沙漠标准的建议。综述显示,沙漠的气候条件比温和气候条件恶劣得多。沙漠造成的主要降解机制是紫外线(UV)引起的褪色、互连器件的热机械缺陷和玻璃磨损(由于弄脏)。开发沙漠组件可能需要使用具有低温度系数、高效率、高双面性、紫外线照射下的稳定性和高温的新一代组件。在沙漠模块应用中,可供选择的材料包括热稳定性和紫外线稳定性高、不含乙酸基团、水蒸气转移率低的先进背板和封装材料。目前的环境和安全标准并未通过加速老化试验充分解决沙漠气候引起的降解模式。因此,本文对现行标准进行了总结,并建议针对沙漠气候制定新的测试方案,即 "热沙漠测试循环 (HDTC) "序列。这篇全面的综述有助于光伏界探索新颖的设计,并在遵守本地化标准的同时开发沙漠光伏组件。
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引用次数: 0
Impact of string connection and contact defects on electrical current distribution in solar cells and modules: A model validated by magnetic field imaging 电池串连接和接触缺陷对太阳能电池和组件中电流分布的影响:通过磁场成像验证的模型
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-05-28 DOI: 10.1002/pip.3806
Ammar Tummalieh, Max Mittag, Julian Weber, Damla Yucebas, Levin Schäfer, Rüdiger Quay, Christian Reichel, Holger Neuhaus

Modeling of solar modules and their components is essential to quantify geometrical, optical, and electrical losses and to improve the designs and technologies in terms of performance. In most loss analysis models, the current share among the busbars of the solar cell is assumed to be equal since a symmetrical distribution of the metallization is given. The impact of string terminal connection on the current distribution among the ribbons and the resulting changes in ohmic losses has not been studied yet. In this study, a MATLAB model is developed to consider the impact of the string connector terminal position on the current distribution and the ohmic losses in the ribbons and in string connector. The model allows for the analysis of the impact of contact defects scenarios in ribbons and string connectors on the current distribution. Results show that the highest current flows at the closest busbar to the string connector terminal while the current decreases at the busbars farther away from the terminal due to higher ohmic resistance of the current path. The higher the ohmic resistance of the string connector, the more inhomogeneous the current share at busbars. Simulating a 9 busbar M6 half-cell with 1 × 0.08 mm2 string connector, positioning the string connector terminal at the leftmost or rightmost ribbon results in 0.4 W less power compared to center connection configuration, where the string connector terminal is positioned at the center ribbon. Furthermore, simulation results show that inhomogeneity of current causes about 2.1% reduction in module power compared to the case of evenly distributed cell current, considering a 120-haf-cell module with the same string connector. Regarding contact defect analysis, exemplary simulations show the impact of the position of detached ribbons on the power or efficiency loss. Considering left or right connection configuration, detaching the leftmost or rightmost ribbon results in higher power loss compared to other ribbons. Detaching one cell ribbon completely from the string connector results in about 0.2%abs decrease in cell efficiency, while detaching the outer ribbon along all strings of a 120-half-cell module results in power loss of about 0.8%. The developed model is validated by performing magnetic field imaging (MFI) measurements, in which the magnetic flux density induced by the current carried by the ribbons is measured.

太阳能电池组件及其组件的建模对于量化几何、光学和电气损耗以及改进设计和技术性能至关重要。在大多数损耗分析模型中,太阳能电池汇流条之间的电流份额被假定为相等,因为金属化分布是对称的。目前还没有研究过电池串端子连接对电池带之间电流分布的影响以及由此产生的欧姆损耗变化。本研究开发了一个 MATLAB 模型,以考虑串连接器端子位置对色带和串连接器中电流分布和欧姆损耗的影响。通过该模型,可以分析色带和字符串连接器中的接触缺陷对电流分布的影响。结果显示,离串连接器端子最近的母线上的电流最大,而离端子较远的母线上的电流由于电流路径的欧姆电阻较高而减小。组串连接器的欧姆电阻越高,母线上的电流分担越不均匀。模拟带有 1 × 0.08 mm2 串联连接器的 9 母线 M6 半电池,将串联连接器端子置于最左或最右的色带上,与将串联连接器端子置于中心色带上的中心连接配置相比,功率减少了 0.4 W。此外,模拟结果表明,与电池电流均匀分布的情况相比,电流不均匀会导致模块功率降低约 2.1%。在接触缺陷分析方面,示例模拟显示了脱落电池带的位置对功率或效率损失的影响。考虑到左右连接配置,与其他电池带相比,分离最左边或最右边的电池带会导致更高的功率损耗。从电池串连接器上完全拆下一条电池带会导致电池效率降低约 0.2%abs,而拆下 120 个半电池模块所有电池串的外部电池带会导致功率损失约 0.8%。通过磁场成像(MFI)测量验证了所开发的模型,其中测量了电池带所携带的电流引起的磁通密度。
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引用次数: 0
Practical design of an optical filter for thermal management of photovoltaic modules 光伏组件热管理光学滤波器的实用设计
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-05-27 DOI: 10.1002/pip.3813
Juan Camilo Ortiz Lizcano, Ismail Kaaya, Hesan Ziar, Patricia Seoane da Silva, Yilong Zhou, Miro Zeman, Olindo Isabella

This work presents a practical approach to designing an optical filter for thermal management for photovoltaic modules. The approach emphasizes the practicality of manufacturing over optical performance. Simulation work demonstrates that, for an interdigitated back contact solar cell architecture, complete rejection of infrared radiation offers limited thermal benefits requiring highly complex optical filter designs. An alternative approach consists of reducing thermalization losses by providing reflectance at lower wavelength values. An optical filter design that fulfills this requirement is possible using simple structures based on two materials and taking advantage of the harmonics present in quarter wavelength optical thickness designs. The filter is later optimized for angular performance via second-order algorithms, resulting in a device consisting of only 15 thin-film layers. Performance simulations on two locations, Delft (the Netherlands) and Singapore, estimate a temperature reduction of 2.20°C and 2.45°C, respectively. In a single year, the optical loss produced by the filter is not compensated via temperature reduction. However, improvements in the annual degradation rate show that in Singapore, the overall effect of the filter on the lifetime DC energy yield is positive.

这项研究提出了一种实用的方法,用于设计光电模块热管理光学滤波器。该方法强调制造的实用性而非光学性能。模拟工作表明,对于相互咬合的背触式太阳能电池结构,完全阻隔红外辐射所带来的热效益有限,需要高度复杂的光学滤波器设计。另一种方法是通过提供较低波长值的反射率来减少热化损失。利用基于两种材料的简单结构,并利用四分之一波长光学厚度设计中存在的谐波,可以设计出满足这一要求的光学滤波器。随后,通过二阶算法对滤波器的角度性能进行了优化,从而使设备仅由 15 层薄膜组成。在荷兰代尔夫特和新加坡两地进行的性能模拟估计,温度分别降低了 2.20°C 和 2.45°C。在一年中,滤光器产生的光学损耗无法通过降温得到补偿。然而,年降解率的提高表明,在新加坡,滤光器对直流电能产量的总体影响是积极的。
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引用次数: 0
The dynamic of photovoltaic resources on its performance predictability, based on two new approaches 基于两种新方法的光伏资源对其性能可预测性的动态影响
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-05-21 DOI: 10.1002/pip.3801
Yhosvany Soler-Castillo, Manoj Sahni, Ernesto Leon-Castro

The manuscript is a digest, which puts forward findings from previous research papers, combined with new proposals. Approaches comprise two full models' derivation for photovoltaic (PV) systems energy conversion predictability. It brings in several models for key physical observables formulated as functions of the operating conditions. The proposals encompass mean spectral reflectance, coefficient for reflections and spatial geometry, incident angular losses factor, angular losses, and fill factor along with its coefficient of temperature. Applying the superposition principle, these models are integrated into two full approaches for performance predictability. The underlying physics description is mathematically consistent with experimental measurements of the physical observables involved, reported in other studies. To the authors' knowledge, these full models have been reported previously nowhere. Simulation results from the more inaccurate of two full models show good agreement of these findings with the experimental evidence, reported of its performance. The resulting key performance indicators (KPIs), after simulating a grid-connected PV system located in Cuba, yield 1.61%, 13.10%, −1.61%, 2.02%, and 0.81 of MAE, MAPE, MBE, RMSE, and R2, respectively, which they confirm the model's good behavior. Approaches formulations, as functions of solar irradiance and module temperature, its derivations, applications, and model's simulation results are considered the main manuscript novelties.

该手稿是一份文摘,提出了以前研究论文的结论,并结合了新的建议。方法包括两个完整的光伏(PV)系统能量转换可预测性模型推导。它引入了多个关键物理观测指标模型,并将其表述为运行条件的函数。这些建议包括平均光谱反射率、反射系数和空间几何系数、入射角损失系数、角损失、填充系数及其温度系数。应用叠加原理,这些模型被整合成两种完整的性能预测方法。基础物理学描述在数学上与其他研究报告中涉及的物理观测指标的实验测量结果一致。据作者所知,这些完整模型以前从未报道过。两个完整模型中较不精确的一个模型的模拟结果表明,这些结果与实验证据及其性能报告非常吻合。在模拟了位于古巴的并网光伏系统后,得出的关键性能指标(KPI)分别为 MAE、MAPE、MBE、RMSE 和 R2 的 1.61%、13.10%、-1.61%、2.02% 和 0.81,证实了模型的良好性能。作为太阳辐照度和组件温度函数的方法公式、其推导、应用和模型模拟结果被认为是手稿的主要创新点。
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引用次数: 0
Feasibility study on thin-film PV laminates for road integration 道路一体化薄膜光伏层压板可行性研究
IF 8 2区 材料科学 Q1 ENERGY & FUELS Pub Date : 2024-05-17 DOI: 10.1002/pip.3814
Fallon Colberts, Aldo Kingma, Nicolás Héctor Carreño Gómez, Dorrit Roosen, Serdar Ahmad, Zeger Vroon

Integration of photovoltaics (PV) into the built environment (BIPV) and infrastructure (IIPV) is required to increase the installed capacity of PV worldwide, while still leaving sufficient area for other land uses. Although BIPV applications have proven to play a significant role in the energy transition, road integrated IIPV concepts are less developed and bring challenges in mechanical and electrical stability and safety that still need to be addressed. In this work, the feasibility of integrating thin-film CIGS (Copper Indium Gallium Selenide) modules into road tiles is investigated. PV road stacks were produced by gluing CIGS laminates onto concrete tiles and covering them with epoxy and glass granulates to form impact- and anti-skid layers. IV (current–voltage) characteristics show that, respectively, a thin and thick epoxy layer results in 2% and 6.6% relative loss in power conversion efficiency. Although a thin protective layer would be beneficial to the power conversion efficiency of road modules, raveling tests show increased risk for electrical failure when a thin top layer is used. Pull-off tests showed that the weakest adhesive strength (0.8 N/mm2) is between the thin-film laminate and concrete, offering sufficient adhesive strength to at least withstand light traffic loading. Raveling and wheel tracking tests show no mass loss and only minor deformation of the stack, respectively, indicating no real risk of raveling or rutting. Thermal cycling and damp heat exposure of the PV road tiles show that yellowing of the top layers can significantly reduce performance over longer periods of outdoor operation. Damp heat exposure after mechanical loading shows no indication of moisture ingress on any of the tested configurations, suggesting the proposed CIGS laminate stack is able to withstand light traffic loading. From the measurement results, it can be concluded that thin-film CIGS modules are mechanically and electrically suitable for road integration. Power conversion efficiencies over 12% can be attained with this technology, indicating its potential for renewable energy generation in road infrastructure. Performance stability can especially benefit from alternative top layer materials that maintain high transparency over long lifetimes. Additionally, pilot tests are required to demonstrate the potential of the technology in a controlled outdoor environment.

为了提高全球光伏发电的装机容量,同时为其他土地用途留出足够的面积,需要将光伏发电(PV)集成到建筑环境(BIPV)和基础设施(IIPV)中。尽管 BIPV 应用已被证明在能源转型中发挥了重要作用,但道路集成 IIPV 概念的开发程度较低,在机械、电气稳定性和安全性方面仍面临挑战,需要加以解决。在这项工作中,研究了将薄膜 CIGS(铜铟镓硒)模块集成到路面砖中的可行性。通过将 CIGS 层压板粘贴到混凝土路面砖上,并在其上覆盖环氧树脂和玻璃颗粒以形成抗冲击和防滑层,生产出了光伏路面砖。IV(电流-电压)特性表明,环氧树脂薄层和厚层分别会导致 2% 和 6.6% 的功率转换效率相对损失。虽然薄保护层有利于提高路面模块的功率转换效率,但蹂躏测试表明,使用薄表层会增加电气故障的风险。拉拔测试表明,薄膜层压板与混凝土之间的粘合强度最弱(0.8 牛/平方毫米),但其粘合强度足以至少承受轻微的交通负荷。碎裂和车轮跟踪测试分别表明,叠层没有质量损失,仅有轻微变形,表明没有真正的碎裂或车辙风险。光伏路面砖的热循环和湿热暴露表明,在较长时间的户外运行中,表层的黄化会大大降低其性能。机械加载后的湿热暴露表明,任何测试配置都没有湿气渗入的迹象,这表明所提议的 CIGS 层压材料堆栈能够承受轻微的交通负荷。从测量结果中可以得出结论,薄膜 CIGS 模块在机械和电气方面都适用于道路集成。该技术的功率转换效率超过 12%,表明其在道路基础设施可再生能源发电方面的潜力。性能稳定性尤其得益于可在较长寿命内保持高透明度的替代面层材料。此外,还需要进行试点测试,以证明该技术在受控室外环境中的潜力。
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Progress in Photovoltaics
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