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Thermal spray coatings for molten salt facing structural parts and enabling opportunities for thermochemical cycle electrolysis 熔盐结构件的热喷涂涂层和热化学循环电解的机遇
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-14 DOI: 10.1002/eng2.12947
Nadimul Haque Faisal, Vinooth Rajendran, Anil Prathuru, Mamdud Hossain, Ramkumar Muthukrishnan, Yakubu Balogun, Ketan Pancholi, Tanvir Hussain, Siddharth Lokachari, Bahman Amini Horri, Mark Bankhead

Thermochemical water splitting stands out as the most efficient techniques to produce hydrogen through electrolysis at a high temperature, relying on a series of chemical reactions within a loop. However, achieving a durable thermochemical cycle system poses a significant challenge, particularly in manufacturing suitable coating materials for reaction vessels and pipes capable of enduring highly corrosive conditions created by high-temperature molten salts. The review summarizes thermally sprayed coatings (deposited on structural materials) that can withstand thermochemical cycle corrosive environments, geared towards nuclear thermochemical copper–chlorine (CuCl) cycles. An assessment was conducted to explore material composition and selection (structure–property relations), single and multi-layer coating manufacturing, as well as corrosion environment and testing methods. The aim was to identify the critical areas for research and development in utilizing the feedstock materials and thermal spray coating techniques for applications in molten salt thermochemical applications, as well as use lessons learnt from other application areas (e.g., nuclear reaction vessels, boilers, waste incinerators, and aero engine gas-turbine) where other types of molten salt and temperature are expected. Assessment indicated that very limited sets of coating-substrate system with metallic interlayer is likely to survive high temperature corrosive environment for extended period of testing. However, within the known means and methods, as well as application of advanced thermal spray manufacturing processes could be a way forward to have sustainable coating-substrate assembly with extended lifetime. Spraying multi-layered coating (nano-structured or micro-structured powder materials) along with the application of modern suspension or solution based thermal spray techniques are considered to result in dense microstructures with improved resistance to high temperature thermochemical environment.

热化学水分离技术是在高温下通过电解产生氢气的最有效技术,它依赖于循环内的一系列化学反应。然而,实现持久的热化学循环系统是一项巨大的挑战,特别是在为反应容器和管道制造能够承受高温熔盐造成的高腐蚀性条件的合适涂层材料方面。本综述总结了能够承受热化学循环腐蚀环境的热喷涂涂层(沉积在结构材料上),主要针对核热化学铜-氯(CuCl)循环。对材料成分和选择(结构-性能关系)、单层和多层涂层制造以及腐蚀环境和测试方法进行了评估。目的是确定在熔盐热化学应用中利用原料材料和热喷涂涂层技术的关键研发领域,以及利用从其他应用领域(如核反应容器、锅炉、废物焚化炉和航空发动机燃气轮机)吸取的经验教训,这些领域预计会有其他类型的熔盐和温度。评估结果表明,带有金属夹层的涂层-基底系统在高温腐蚀环境中能够经受长时间测试的可能非常有限。不过,在已知的手段和方法范围内,以及应用先进的热喷涂制造工艺,可能是实现可持续涂层-基底组件并延长其使用寿命的一条出路。喷涂多层涂层(纳米结构或微结构粉末材料)以及应用现代悬浮或溶液热喷涂技术被认为能产生致密的微结构,提高对高温热化学环境的耐受性。
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引用次数: 0
Ultra-broadband sound absorption characteristics in underwater ultra-thin metamaterial with three layer bubbles 带三层气泡的水下超薄超材料的超宽带吸声特性
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-12 DOI: 10.1002/eng2.12939
Nansha Gao, Qiaogao Huang, Guang Pan

The interest of this article is to obtain the underwater broadband sound absorption characteristics by filling three layers of bubbles in Polydimethylsiloxane polymer (PDMS). In this underwater ultra-thin metamaterial, three-layer bubbles are arranged from small to large with the same radius center. The finite element analysis (FEA) method and transfer matrix (TM) method have good consistency in calculating the sound absorption coefficient of this metamaterial. The results reveals that sub-wavelength metamaterial properties can be achieved below 6.4 MHz. Bubble coupling critical viscosity, waning coupling between layers, waveform transformation, and increasing scattering (reflection) waves all affect broadband sound absorption characteristics. The position and size of three bubbles are discussed, and design summary could be potentially in underwater ultrasound filter devices and medical ultrasound field.

本文的目的是通过在聚二甲基硅氧烷聚合物(PDMS)中填充三层气泡来获得水下宽带吸声特性。在这种水下超薄超材料中,三层气泡由小到大排列,中心半径相同。有限元分析(FEA)方法和传递矩阵(TM)方法在计算这种超材料的吸声系数时具有良好的一致性。结果表明,亚波长超材料的特性可以在 6.4 MHz 以下实现。气泡耦合临界粘度、层间耦合减弱、波形转换和散射(反射)波增加都会影响宽带吸声特性。本文讨论了三个气泡的位置和大小,并总结了可用于水下超声滤波设备和医疗超声领域的设计。
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引用次数: 0
Textile-based high-gain bow-tie antenna using metamaterials for medical applications 利用超材料的纺织品高增益弓形天线用于医疗应用
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-12 DOI: 10.1002/eng2.12949
Farzad Khajeh-Khalili, Parisa Shirvani, Mohammad H. Neshati

This paper presents a high-gain wearable circularly polarized bow-tie antenna (WCPBTA) with metamaterial unit-cells and 5 pins (5Ps) technique for telemedicine applications such as telemonitoring the elderly or the patients especially for emergency conditions of contagious diseases. The frequency range of the proposed antenna is 5.725–5.850 GHz, which belongs to the unlicensed-national information infrastructure (U-NII-3) for the industrial, scientific, and medical (ISM) sub-channels. A light-weight and flexible felt with dielectric constant εr = 3, thickness 1.27 mm, and tan (δ) = 0.0095 is used as the substrate for patient comfort and wearability. The overall dimensions of the proposed antenna are 64 × 62 × 1.27 mm3 or 0.102 λg3 at 5.8 GHz. The maximum simulated gain at 5.8 GHz is 8.25 dB, which is more than 4 dB compared to that of the original bow-tie antenna. Besides, the axial ratio (AR) and the specific absorption rate (SAR) are also analyzed, which meet the perfect requirement for medical applications. The fabricated prototype of the antenna shows good compatibility between simulation and measurement results. These characteristics make the proposed WCPBTA a good choice for wireless body area networks (WBANs) in telemonitoring applications especially with the aim of preventing the spread of contagious diseases.

本文介绍了一种采用超材料单元单元和五针(5Ps)技术的高增益可穿戴式圆极化弓形天线(WCPBTA),适用于远程医疗应用,如远程监控老人或病人,特别是在传染病的紧急情况下。拟议天线的频率范围为 5.725-5.850 GHz,属于未授权国家信息基础设施(U-NII-3)的工业、科学和医疗(ISM)子信道。为了病人的舒适性和可穿戴性,使用了介电常数为 εr = 3、厚度为 1.27 毫米、tan (δ) = 0.0095 的轻质柔性毛毡作为基材。拟议天线的总尺寸为 64 × 62 × 1.27 mm3,在 5.8 GHz 时为 0.102 λg3。5.8 GHz 频率下的最大模拟增益为 8.25 dB,与原始弓形天线相比提高了 4 dB。此外,还分析了轴向比(AR)和比吸收率(SAR),这些指标均符合医疗应用的完美要求。天线原型的制作表明,仿真和测量结果之间具有良好的兼容性。这些特性使得所提出的 WCPBTA 成为远程监控应用中无线体域网(WBAN)的良好选择,尤其是在预防传染病传播方面。
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引用次数: 0
Blockchain for sustainable city transformation: A review on Bangladesh 区块链促进可持续城市转型:孟加拉国综述
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-11 DOI: 10.1002/eng2.12948
Rahul Joysoyal, Shekh S. Uddin, Touhid Islam, Subrata K. Sarker, Li Li, Faiaz Ahsan, Uzair Aslam Bhatti, Ehsanul Islam Zafir

Blockchain (BCn) revolution across the world leads the global transformation by altering the existing structure and introducing the accessible and decentralized paradigm. This technology facilitates access to resources and redefines conventional frameworks, empowering people and communities globally. Motivated by these attention-seeking potentiality of BCn features, in this article, we examine the challenges, advancements, and emerging prospects of the BCn revolution in Bangladesh. With a specific focus on BCn implications for sustainability and smart development, this study addresses the urgent need to understand how BCn can facilitate sustainable development in rapidly evolving countries like Bangladesh. The goal of this research is to draw attention to the successful revolution of BCn in the world and use this knowledge to extract best practices and cutting-edge strategies for sustainable transformation of Bangladesh. The contribution of this study covers the underlying concepts of the BCn technology, showing the revolutionary state of BCn across the world, applications of BCn for sustainability, assessment of its current usage, and highlighting the BCn implementation problems. Furthermore, this study serves as a gateway to a transparent, decentralized future that fosters inclusive national progress and aligns with sustainable development goals. This study also strives to inspire individuals to use this transformational technology for the collective benefit of society by highlighting BCn's potential to empower communities while driving positive change.

遍及全球的区块链(BCn)革命通过改变现有结构并引入可访问和去中心化范式,引领着全球变革。这项技术促进了资源的获取,重新定义了传统框架,增强了全球人民和社区的权能。在本文中,我们将探讨孟加拉国 BCn 革命所面临的挑战、取得的进展和新出现的前景。本研究特别关注 BCn 对可持续发展和智能发展的影响,以满足了解 BCn 如何促进孟加拉国等快速发展国家可持续发展的迫切需要。本研究的目标是引起人们对世界上成功的生物多样性革命的关注,并利用这些知识为孟加拉国的可持续转型提供最佳实践和前沿战略。本研究的贡献包括碱性催化还原技术的基本概念、展示碱性催化还原技术在全球的革命性发展状况、碱性催化还原技术在可持续发展方面的应用、对其当前使用情况的评估,以及强调碱性催化还原技术的实施问题。此外,本研究还是通向一个透明、分散的未来的大门,它能促进包容性的国家进步,并与可持续发展目标保持一致。本研究还通过强调 BCn 在推动积极变革的同时增强社区能力的潜力,努力激励个人利用这一变革性技术为社会集体谋福利。
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引用次数: 0
Advances of MAX phases: Synthesis, characterizations and challenges MAX 相的进步:合成、表征和挑战
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-09 DOI: 10.1002/eng2.12911
Md. Shahinoor Alam, Mohammad Asaduzzaman Chowdhury, Md. Arefin Kowser, Md. Saiful Islam, Md. Moynul Islam, Tasmina Khandaker

MAX phases and their MXene compounds have received significant attention owing to their extensive potential applications. The quality and purity of the MAX phase guarantee the desired quality of the MXene product, which is essential for a variety of applications, including energy storage, catalysis, and electrical devices. Due to the purity, quality, complex structure, and unavailable commercial pure MAX powders, it is frequently required to have sophisticated synthesis and characterization techniques for the expected MAX products. Many researchers entering this field seek a comprehensive approach to the synthesis and characterization of MAX phases. Despite this, a significant portion of existing reviews have overlooked the synthesis and characterization methods specific to MAX phases, particularly when addressing MXenes. Consequently, this review aims to offer a thorough overview of the various synthesis methods and characterization techniques that are often required for MAX phases. In this review, various synthesis techniques, including their advantages and disadvantages, have also been discussed. Characterization techniques, especially x-ray diffraction (XRD), were found to be quite critical for new researchers. However, the integration of other techniques such as scanning electron microscopy, transmission electron microscopy, x-ray photoelectron spectroscopy, and infrared analysis enhances and complements the findings obtained through XRD. The review also underscores the challenges associated with MAX phase synthesis and proposes potential solutions, emphasizing the assessment of their suitability across a broad spectrum of applications. Overall, this review serves as a comprehensive resource and guide for researchers engaged in the exploration and application of MAX phases, emphasizing the essential techniques of synthesis and characterization in harnessing their massive potential.

MAX 相及其 MXene 化合物因其广泛的潜在应用而备受关注。MAX 相的质量和纯度保证了 MXene 产品的理想质量,这对于包括能量存储、催化和电气设备在内的各种应用至关重要。由于 MAX 相的纯度、质量、复杂结构以及无法获得商业纯 MAX 粉末,因此经常需要对预期的 MAX 产品采用复杂的合成和表征技术。进入这一领域的许多研究人员都在寻求一种综合方法来合成和表征 MAX 相。尽管如此,很大一部分现有综述都忽略了 MAX 相的合成和表征方法,尤其是在讨论 MXenes 时。因此,本综述旨在全面概述 MAX 相通常需要的各种合成方法和表征技术。本综述还讨论了各种合成技术,包括其优缺点。研究发现,表征技术,尤其是 X 射线衍射 (XRD) 对新研究人员来说至关重要。然而,其他技术的整合,如扫描电子显微镜、透射电子显微镜、X 射线光电子能谱和红外分析等,可以增强和补充 X 射线衍射的研究结果。本综述还强调了与 MAX 相合成相关的挑战,并提出了潜在的解决方案,同时强调要评估它们在广泛应用中的适用性。总之,本综述为从事 MAX 相探索和应用的研究人员提供了全面的资源和指南,强调了合成和表征的基本技术,以利用其巨大潜力。
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引用次数: 0
Molecular dynamics simulation of argon isochoric transition to supercritical state 氩向超临界状态等时转变的分子动力学模拟
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-04 DOI: 10.1002/eng2.12940
Yunmin Ran, Volfango Bertola

The effect of the initial atoms distribution on the molecular dynamics (MD) simulation of a model atomic fluid (argon) is investigated for the case of the isochoric phase transition to the supercritical state. In particular, the case of uniformly distributed atoms in the simulation domain is compared with the case of separated liquid and vapor atoms. The sensitivity of simulations to asymmetric nanoscale perturbations in the boundary is also studied. Despite its high computational cost, the MD approach has the potential to successfully address long-standing problems in computational fluid dynamics (CFD), especially those associated with mathematical singularities, such as contact angles, vortices, phase transitions and so forth. Unlike conventional CFD simulations, where the initial condition is the pressure or velocity distribution in the simulation domain, MD simulations also require the initial position of each molecule. Thus, it is important to understand whether a judicious choice of the initial distribution of molecules can reduce the overall computation time of the simulation. The evolution of the model fluid system during the phase transition was simulated using a Lennard-Jones interatomic potential, corrected with the Lorentz–Berthelot mixing rule for the interactions with the solid walls. The system was allowed to relax until equilibrium, and then a Heaviside temperature step was applied to the wall to bring the system to supercritical conditions. Results show the initial choice of the atoms distribution can significantly affect the computational time, while the effect of asymmetric perturbations on the boundary is negligible.

针对等时相变到超临界状态的情况,研究了初始原子分布对模型原子流体(氩)的分子动力学(MD)模拟的影响。特别是将模拟域中原子均匀分布的情况与液态和气态原子分离的情况进行了比较。此外,还研究了模拟对边界非对称纳米级扰动的敏感性。尽管计算成本很高,但 MD 方法有可能成功解决计算流体动力学(CFD)中长期存在的问题,尤其是与数学奇点相关的问题,如接触角、旋涡、相变等。传统 CFD 模拟的初始条件是模拟域中的压力或速度分布,而 MD 模拟则不同,它还需要每个分子的初始位置。因此,了解明智地选择分子的初始分布是否能减少模拟的总体计算时间非常重要。模型流体系统在相变过程中的演变是使用伦纳德-琼斯原子间势进行模拟的,并针对与固体壁的相互作用使用洛伦兹-贝特洛混合规则进行了校正。先让系统松弛直至平衡,然后在壁面上施加一个 Heaviside 温度阶跃,使系统达到超临界条件。结果表明,原子分布的初始选择会显著影响计算时间,而边界上的不对称扰动的影响可以忽略不计。
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引用次数: 0
Numerical simulation of CO2 enhanced condensate gas recovery: A case study in pen 5 gas reservoir 二氧化碳提高凝析气采收率的数值模拟:第 5 笔气藏案例研究
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-04 DOI: 10.1002/eng2.12920
Min Wu, Daoqing Li, Yi Zhang, Jinglei Zhao, Zehao Xie, Peng Qiu, Hasiyati Sayiti, Haoran Sun

CO2 flooding is an effective technology for suppling condensate gas reservoir pressure and mitigating global warming. In this study, numerical simulation studies have been conducted to enhance gas recovery in Pen5 condensate gas reservoir using CO2 flooding. Pen5 reservoir has lasted 20 years of primary depletion, which affected by water invasion and retrograde condensation. In numerical simulation study, the GEM module is applied to implement history-matching of production data, and good agreement has been achieved. Based on comprehensive geological understanding, production dynamics, and numerical simulation techniques, areas with minimal impact from water invasion and retrograde condensation contamination have been delineated. The comparison between continued depletion and the implementation of CO2 injection as a replacement technology in favorable areas has demonstrated the feasibility of CO2 flooding development in these regions. The analysis of the advantages and disadvantages of using miscible flooding and immiscible flooding was conducted, and the optimal development well pattern was evaluated. In the end, the plan of CO2 flooding of Pen5 reservoir has been designed and the gas production rate in the next 10 years has been predicted. The research findings of this study have reference significance for the practical application of CO2 flooding in developing condensate gas reservoirs.

二氧化碳充注是一种有效的凝析气储层增压技术,可缓解全球变暖问题。本研究对利用二氧化碳充注提高 Pen5 凝析气储层的天然气采收率进行了数值模拟研究。Pen5 气藏已经历了 20 年的初级枯竭,受到水侵和逆凝结的影响。在数值模拟研究中,应用 GEM 模块实现了生产数据的历史匹配,并取得了良好的一致性。在综合地质认识、生产动态和数值模拟技术的基础上,划定了受水侵和逆凝结污染影响最小的区域。在有利地区继续开采和实施二氧化碳注入替代技术之间的比较,证明了在这些地区进行二氧化碳淹没开发的可行性。分析了采用混溶充注和不混溶充注的优缺点,评估了最佳开发井型。最后,设计了 Pen5 油气藏二氧化碳淹没方案,并预测了未来 10 年的天然气产量。该研究成果对二氧化碳水淹开发凝析气藏的实际应用具有借鉴意义。
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引用次数: 0
Special issue “Biomass-based industry: Towards a sustainable development” 特刊 "以生物质为基础的工业:实现可持续发展
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-04 DOI: 10.1002/eng2.12943
Fernando Israel Gómez-Castro, Arturo González-Quiroga, Alpaslan Atmanli

There is a growing concern about the environmental impact of the industrial and energetic sectors, which have been strongly dependent on fossil resources. Such dependence has caused an accelerated increase in the concentration of greenhouse gases in the atmosphere, contributing to global warming and the changes in worldwide weather patterns. Moreover, the continuous use of fossil sources causes a depletion in the availability of such non-renewable materials, reducing the opportunities for future generations to satisfy their basic needs. However, breaking this dependence on fossil resources is not easy since they are employed to produce a wide variety of derivatives such as fuels, chemicals, and energy, which are fundamental for the current lifestyle of a significant percentage of the world population.

Under such circumstances, biomass has been identified as a raw material with the potential to satisfy needs currently fulfilled through fossil sources. Biomass is the mass of all living beings. Thus, its composition includes carbon, as occurs with petroleum. Then, proper treatment can transform biomass into bio-based equivalents of petroleum derivatives. Moreover, biomass is renewable and widely available in different world regions. A fraction of the vegetable biomass is used as food; thus, its use for other applications is not adequate from an ethical perspective. However, another fraction is considered waste, including agricultural residues, organic municipal solid wastes, and industrial wastes. On the other hand, there are vegetable species that are not used as food sources or organisms that may generate compounds useful for society. Examples of these are the Jatropha species and the microalgal biomass. All these are examples of biomass whose composition has wide potential to obtain essential derivatives. Moreover, in the case of wastes, these are produced daily in high volumes. Their use as raw materials avoids inadequate disposal while generating valuable products, promoting the implementation of production schemes in a circular economy perspective.

Although the technologies to transform biomass into valuable products are already available, with some biorefineries currently operating in the world, there are still challenges that must be addressed. The most important one is related to economic factors. Bio-based products commonly have relatively high production costs, which are reflected in the final selling price. This may affect the implementation of a bio-based economy, mainly in countries with low incomes. Thus, research must continue to determine strategies to enhance the processes used for biomass conversion. For instance, fermentation-based processes usually have low yields and require relatively long periods to achieve their purpose. Thus, the development of modified organisms is an area of opportunity. Moreover, the purification of the products implies a high energy demand due to the highly diluted broths. Then, more effi

第一条路线意味着直接气化生物质。所有介绍的文章都体现了为改进现有生物质转化路线所做的努力,旨在促进可持续工业部门的发展,不仅要满足人类当前的需求,还要确保满足后代需求的能力。这是一个需要全社会共同努力才能解决的挑战:构思;写作--原稿。阿图罗-冈萨雷斯-奎罗加:构思;写作--原稿。Alpaslan Atmanli:构思;写作--原稿。
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引用次数: 0
A clustering machine learning approach for improving concrete compressive strength prediction 改进混凝土抗压强度预测的聚类机器学习方法
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-03 DOI: 10.1002/eng2.12934
Demetris Demetriou, Thomaida Polydorou, Demetris Nicolaides, Michael F. Petrou

This study investigates the application of clustering techniques to enhance the accuracy of hierarchical classification and regression (HCR) models for predicting concrete compressive strength (CCS). Following the hypothesis that integrating clustering at the initial levels of model hierarchy reduces classification errors and prevents their propagation to subsequent levels, HCR models were developed utilizing both the unweighted pair group method with arithmetic mean (UPGMA) and hard clustering (HC) methods. Findings demonstrate that models using UPGMA significantly outperform those based on HC. Furthermore, it was demonstrated that further hierarchical clustering allows for multilayered HCR models that improve predictive performance by further leveraging parent–child relationships within data clusters. Overall, this study demonstrates that the proposed methodology can be introduced in the model development pipeline to enhance the prediction accuracy of CCS models.

本研究探讨了如何应用聚类技术来提高分层分类和回归(HCR)模型预测混凝土抗压强度(CCS)的准确性。根据在模型层次结构的初始级别集成聚类可减少分类误差并防止误差向后续级别传播的假设,利用算术平均非加权成对分组法(UPGMA)和硬聚类(HC)方法开发了 HCR 模型。研究结果表明,使用 UPGMA 的模型明显优于基于 HC 的模型。此外,研究还证明,进一步分层聚类可以建立多层 HCR 模型,通过进一步利用数据集群内的父子关系来提高预测性能。总之,本研究表明,可以在模型开发流程中引入所建议的方法,以提高 CCS 模型的预测准确性。
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引用次数: 0
Annual degradation rates and soiling losses of photovoltaic systems composed of recent crystalline silicon technologies in temperate climate 温带气候下采用最新晶体硅技术的光伏系统的年降解率和污染损失
IF 1.8 Q3 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS Pub Date : 2024-06-03 DOI: 10.1002/eng2.12937
Tetsuyuki Ishii

The purpose of this study is to investigate the annual degradation rates of photovoltaic (PV) systems composed of PV modules based on recent crystalline silicon (c-Si) PV technologies. We investigated the annual degradation rates of four PV systems composed of different c-Si PV technologies, comprising p-type multi-crystalline silicon with a passivated emitter rear cell, n-type silicon heterojunction, p-type single-crystalline silicon (sc-Si) with an aluminum back surface field, and n-type (sc-Si) solar cell technologies. These systems were located in Gunma Prefecture in Japan and were measured over 6 years. Furthermore, the effects of soiling on the annual degradation rates of these PV systems were examined by partially surface cleaning the PV arrays two times. The results obtained indicate that the apparent annual degradation rates of the PV strings before surface cleaning were 0.8, 1.6, 1.4, and 1.2%/year, respectively, because of optical losses due to dust particles. However, the inherent annual degradation rates of the PV strings after surface cleaning were 0.1, 0.6, 0.0, and 0.3%/year, respectively. These low degradation rates indicate that the PV systems composed of the recent c-Si PV technologies all offered reasonably stable performance that was reduced by 3.6%, 5.5%, 7.3%, and 4.8%, respectively because of the effects of surface soiling, although the surfaces of the PV arrays had been washed by plentiful rainfall under their humid subtropical climatic operating conditions.

本研究的目的是调查由基于最新晶体硅(c-Si)光伏技术的光伏组件组成的光伏(PV)系统的年衰减率。我们调查了由不同晶体硅光伏技术组成的四个光伏系统的年衰减率,这些技术包括带钝化发射极后电池的 p 型多晶硅、n 型硅异质结、带铝背表面场的 p 型单晶硅 (sc-Si) 和 n 型(sc-Si)太阳能电池技术。这些系统位于日本群马县,测量时间长达 6 年。此外,通过对光伏阵列进行两次部分表面清洁,考察了污垢对这些光伏系统年衰减率的影响。结果表明,由于灰尘颗粒造成的光学损耗,表面清洁前光伏阵列的表观年衰减率分别为 0.8%、1.6%、1.4% 和 1.2%/年。然而,表面清洁后光伏串的固有年衰减率分别为 0.1%、0.6%、0.0% 和 0.3%/年。这些较低的衰减率表明,尽管在亚热带潮湿的气候条件下,光伏阵列的表面已被大量雨水冲洗过,但由最新晶体硅光伏技术组成的光伏系统都能提供相当稳定的性能,而且由于表面污垢的影响,性能分别降低了 3.6%、5.5%、7.3% 和 4.8%。
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