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A New Piecewise Segmentation Based Solar Photovoltaic Emulator Using Artificial Neural Networks and a Nonlinear Backstepping Controller 基于人工神经网络和非线性Backstepping控制器的分段太阳能光伏模拟器
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X23600285
Ambe Harrison, Njimboh Henry Alombah

The current state of affairs on the Photovoltaic emulator (PVE) is facing two main challenges: complexity in resolving the nonlinear equations of the photovoltaic (PV) and the problem of effective control of the PVE power conversion stage (PCS). In this paper, a new power electronics-based PVE is proposed to emulate the dynamic and static characteristics of the PV cell/module. The nonlinear equations of the PV cell/module are resolved using a new piecewise segmentation technique, involving the splitting of the current-voltage (I–V) curve into twelve linear segments associated with the letters a to m (a–m). Based on input environmental conditions, a trained artificial neural network (ANN) is constructed to assist the linearization process by predicting the current-voltage boundary coordinates of these segments. By the use of simple linear equations with the boundary coordinates, a reference voltage is then generated for the PVE. A nonlinear backstepping controller is designed to exploit the PVE reference voltage and stabilize the PCS. The stability of the controller is verified by Lyapunov laws. Optimal performance and control of the PCS were ensured by resorting to particle swarm optimization (PSO). The overall system has been investigated in the MATLAB environment with major tests including the response to fast-changing irradiance and temperature, the EN 50530 test, and the response to change in the load. The proposed PVE revealed a satisfactory dynamic performances in mimicking the PV characteristics. Furthermore, the accuracy of the PVE as a function of the mean absolute percentage error (MAPE) was found less than 0.5% even for the worst case of environmental conditions. Experimental validation of the proposed PVE under real environmental conditions further validated its good dynamic and static robustness.

光伏模拟器(PVE)的现状面临着两个主要挑战:求解光伏非线性方程的复杂性和PVE功率转换级(PCS)的有效控制问题。在本文中,提出了一种新的基于电力电子的PVE来模拟光伏电池/模块的动态和静态特性。使用一种新的分段分割技术来求解光伏电池/模块的非线性方程,包括将电流-电压(I–V)曲线分割为与字母a至m(a–m)相关的十二个线性段。基于输入的环境条件,构造了一个经过训练的人工神经网络(ANN),通过预测这些分段的电流-电压边界坐标来辅助线性化过程。通过使用具有边界坐标的简单线性方程,然后为PVE生成参考电压。设计了一种利用PVE参考电压稳定PCS的非线性反推控制器。用李亚普诺夫定律验证了控制器的稳定性。采用粒子群优化(PSO)方法保证了PCS的最优性能和控制。在MATLAB环境中对整个系统进行了研究,主要测试包括对快速变化的辐照度和温度的响应、EN 50530测试以及对负载变化的响应。所提出的PVE在模拟PV特性方面显示出令人满意的动态性能。此外,发现PVE作为平均绝对百分比误差(MAPE)的函数的准确性即使在环境条件的最坏情况下也低于0.5%。在实际环境条件下对所提出的PVE进行了实验验证,进一步验证了其良好的动态和静态鲁棒性。
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引用次数: 0
Comparison of the Efficiency of Autonomous Water Release Systems Based on Photovoltaic and Photothermal Batteries 基于光伏和光热电池的自主放水系统效率比较
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X2360100X
R. A. Muminov, M. N. Tursunov, X. Sabirov, M. M. Eshmatov, U. R. Xolov

This study considers the process of accumulating electrical energy in autonomous mobile photothermal water-release devices (AMPTWDs) and autonomous mobile photovoltaic water-release devices (AMPVWDs). These devices are based on photovoltaic (PVB) and photothermal batteries (PTB), and their performance is examined in relation to variations in battery charge and device efficiency. The study investigates the operating time of PVB and PTB water-release systems with power outputs of 150 and 300 W, respectively. These systems are equipped with acid batteries (ABs) having an electrical capacity of 100 A h. Additionally, the study analyzes the AB charging process and water release efficiency. The experiment took place in June 2022 in the settlement of Beshbulok, situated in the Dehkanabad district of the Kashkadarya region at a geographical latitude of 38°20′51″. Prior to the experiment, the AB was charged to 100% over a 12-h period using a special charging device, and the voltage was adjusted to 12.7 V. The efficiency analysis of PTB and PVB-based water-release systems revealed that the AMPTWD based on PTBs generates 1.62 times more water than the AMPVWD based on PVBs. Furthermore, by using two gel ABs with a capacity of 100 A h each instead of the ABs installed in the AMPTWD based on 300 W PTBs, an additional 750 W of power was generated, independent of the power required for water release. It was determined that the water pump used in this experiment or other household devices with similar power demands could be supplied with energy for a duration of 3 h.

本研究考虑了自主移动光热释水装置(AMPTWD)和自主移动光伏释水装置中积累电能的过程。这些器件基于光伏(PVB)和光热电池(PTB),并根据电池电荷和器件效率的变化来检查它们的性能。本研究调查了功率输出分别为150和300 W的PVB和PTB排水系统的运行时间。这些系统配备了容量为100 A h的酸性电池(AB)。此外,该研究还分析了AB充电过程和水释放效率。实验于2022年6月在Beshbulok定居点进行,该定居点位于地理纬度38°20′51〃的Kashkadarya地区的Dehkanabad区。在实验之前,使用特殊的充电装置在12小时内将AB充电至100%,并将电压调节至12.7V。对基于PTB和PVB的排水系统的效率分析表明,基于PTB的AMPTWD产生的水是基于PVB的AMPVWD的1.62倍。此外,通过使用两个各自容量为100Ah的凝胶AB,而不是基于300W PTB安装在AMPTWD中的AB,产生了额外的750W功率,与水释放所需的功率无关。已经确定,在该实验中使用的水泵或具有类似功率需求的其他家用设备可以被供应能量持续3小时。
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引用次数: 0
Optimization Issues, Computer Modeling, and Visualization of the Efficiency Coefficient of Optical Systems of Solar Furnaces and Solar Power Plants 太阳能熔炉和太阳能发电厂光学系统效率系数的优化问题、计算机建模和可视化
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X2260148X
T. K. Koishiyev, Z. B. Bekzhan, A. S. Saribayev

Due to the geographical location and natural climatic conditions, solar energy has a priority in Kazakhstan among all renewable energy sources. Some regions of Kazakhstan experience more than 270–300 sunny days per year, making it possible to utilize solar energy almost all year round. In this regard, there is a need for the development and implementation of large-scale solar technology. In this study, a comprehensive review and analysis of modern solar technology structures were conducted. The primary focus of this research lies in the following tasks: developing operational modes through computer simulation, modeling the structure of the focal spot in the optical system, and exploring the potential of employing contemporary digital and computer technologies. The optimization issues and computer simulation of the operating modes of the optical system in a tower-type solar power plant are considered in more detail. A calculation scheme and a mathematical model have been developed to estimate the local values of the efficiency coefficient (η) for the use of a mirror surface of the heliostat field. The results are visually presented in the form of a map for local values of the efficiency coefficient (η) of using the mirror surface of the heliostat field in tower-type solar power plants.

由于地理位置和自然气候条件,太阳能在哈萨克斯坦所有可再生能源中具有优先地位。哈萨克斯坦的一些地区每年有270-300多个晴天,几乎全年都可以利用太阳能。在这方面,有必要开发和实施大规模太阳能技术。在本研究中,对现代太阳能技术结构进行了全面的回顾和分析。本研究的主要重点在于以下任务:通过计算机模拟开发操作模式,对光学系统中焦斑的结构进行建模,并探索利用当代数字和计算机技术的潜力。更详细地考虑了塔式太阳能发电厂光学系统运行模式的优化问题和计算机模拟。已经开发了一种计算方案和数学模型来估计使用定日镜场的镜面的效率系数(η)的局部值。结果以塔式太阳能发电厂中使用定日镜场镜面的效率系数(η)局部值图的形式直观呈现。
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引用次数: 0
Photovoltaic System Dynamic Performance Improvement with Disturbance Rejection Based Controller Tuned Using the Equilibrium Optimizer Algorithm 用平衡优化算法调谐的基于抗扰控制器改善光伏系统动态性能
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X22601181
Nadir Fergani, Nadir Boutasseta, Ammar Neçaibia, Issam Attoui, Ahmed Bouraiou

This work investigates the issues found in the dynamic performance of the PV system associated with a cascade-controlled DC-DC converter in the current source region (CSR). The overall system time response in the CSR exhibits oscillatory behavior which has been found to be caused by the outer voltage control loop. Instead of a commonly used tracking controller, a novel disturbance rejection-based cascade controller is proposed in order to improve dynamic system performance and robustness. The proposed controller is composed of a sliding mode controller for the inner current control loop and a feedback linearization combined with the fractional order PID controller for the outer voltage control loop. The voltage controller is tuned using the Equilibrium Optimizer (EO) algorithm where a new performance index has been considered. Simulation results are given to demonstrate the higher performance of the proposed control strategy in different operating regions including the CSR region.

本工作研究了在电流源区(CSR)中与级联控制DC-DC转换器相关的光伏系统的动态性能中发现的问题。CSR中的整个系统时间响应表现出振荡行为,这已被发现是由外部电压控制回路引起的。为了提高动态系统的性能和鲁棒性,提出了一种新的基于扰动抑制的级联控制器来代替常用的跟踪控制器。所提出的控制器由用于内部电流控制回路的滑模控制器和用于外部电压控制回路的与分数阶PID控制器相结合的反馈线性化控制器组成。电压控制器使用均衡优化器(EO)算法进行调谐,其中考虑了新的性能指标。仿真结果表明,在包括CSR区域在内的不同操作区域,所提出的控制策略具有更高的性能。
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引用次数: 0
Simulation of a Solar Lithium Bromide-Water Absorption Cooling System in Oujda City of Northeast Morocco 摩洛哥东北部乌伊达市太阳能溴化锂吸收式制冷系统的模拟
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X22601594
Sara El Hassani, Tarik Kousksou, Mugur Balan, Soufiane Derfoufi, Mohammed Amine Moussaoui, Ahmed Mezrhab

Since the beginning of the third millennium, significant growth in the usage of conventional air conditioning systems was observed. This increase caused an enhancement in building electricity consumption. Therefore, the development of solar air conditioning systems applied to buildings is of great interest. However, it is essential to understand and assess this alternative solution. In this regard, this study focuses on solar cooling technology as an alternative to conventional air conditioning systems, which consume a significant amount of electricity. A mathematical model of a single-effect absorption chiller was developed using TRNSYS software to analyze the dynamic behavior of the system. The energy performance of the solar cooling system was evaluated by analyzing the solar fraction, coefficient of performance, and thermal efficiency. The optimal size of the solar panel surface and storage reservoir capacity were determined for Oujda, Morocco’s climatic conditions. Simulation results showed that a 600 m2 flat plate collectors (FPC) with a 2.5 m3 storage tank could sustain a peak load of 108 kW while ensuring continuous performance. The system’s efficiency was improved by maximizing useful energy and minimizing supplementary energy consumption, achieving a significant monthly average solar fraction in July to meet cooling demand. The coefficient of performance of the absorption chiller was found to be 0.53, maintaining a chilled temperature of 6.67°C. These findings demonstrate the potential of solar cooling technology as an effective and sustainable alternative for building air conditioning.

自第三个千年开始以来,传统空调系统的使用量显著增长。这一增长导致建筑用电量增加。因此,开发应用于建筑的太阳能空调系统具有重要的意义。然而,必须了解和评估这种替代解决方案。在这方面,这项研究的重点是太阳能冷却技术,作为传统空调系统的替代方案,传统空调系统消耗大量电力。利用TRNSYS软件建立了单效吸收式制冷机的数学模型,分析了系统的动态特性。通过分析太阳能份额、性能系数和热效率,对太阳能冷却系统的能源性能进行了评估。根据摩洛哥的气候条件,确定了太阳能电池板表面的最佳尺寸和蓄水池容量。模拟结果表明,具有2.5m3储罐的600m2平板收集器(FPC)可以承受108kW的峰值负载,同时确保连续性能。通过最大限度地提高有用能源和最大限度地减少补充能源消耗,提高了系统的效率,在7月份实现了显著的月平均太阳能发电量,以满足冷却需求。吸收式制冷机的性能系数为0.53,制冷温度保持在6.67°C。这些发现证明了太阳能制冷技术作为建筑空调的有效和可持续替代方案的潜力。
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引用次数: 0
Development and Performance Analysis of an Automated Solar-Powered Thermoelectric Refrigeration System 太阳能热电制冷自动化系统的研制与性能分析
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X22600874
Shreya Dhawan, Riya Sinha, Shambhavi Chaturvedi, Yusuf Parvez, Abrar Ul Haq

A compressor is the most power-consuming component in a refrigeration system, and energy scarcity in the form of electricity has become a grave challenge in today’s world. Replacing the compressor with solar-powered clean energy could be an efficient alternative to reduce energy consumption significantly. The system presented comprises a Solar-powered Thermal Refrigeration System based on the Peltier Effect, functioning on a cooling module. Since the system is solar-powered, an automatic solar tracker that incorporates Light Dependent Resistors and a servo motor is integrated to supply maximum power by continuously orienting the panel in the direction of sunlight and thus always keeping it charged. This research aims to analyse the performance of a solar-powered thermoelectric refrigeration system. The model developed is a promising alternative for domestic refrigerators, accounting for a 44–63% drop in power consumption to cool a commensurate capacity refrigerator of 2.6L. From definitive experimentation, the lowest temperature of 15.15°C was achieved within the refrigeration chamber after powering the circuit for 136 seconds. Initially, the air inside the refrigeration chamber at 22.48°C (ambient temperature) was dropped by 7.33°C. A high COP of 0.54 is achieved on experimentation.

压缩机是制冷系统中最耗电的部件,电力形式的能源短缺已成为当今世界的一个严峻挑战。用太阳能清洁能源取代压缩机可能是显著降低能源消耗的有效替代方案。该系统包括一个基于珀耳帖效应的太阳能热制冷系统,在冷却模块上运行。由于该系统是太阳能供电的,因此集成了一个包含光相关电阻器和伺服电机的自动太阳能跟踪器,通过不断将面板定向在阳光方向,从而始终保持充电,从而提供最大功率。本研究旨在分析太阳能热电制冷系统的性能。所开发的模型是家用冰箱的一种很有前途的替代品,可以使2.6升容量的冰箱的功耗下降44–63%。根据最终实验,在为电路供电136秒后,冷藏室内的最低温度达到了15.15°C。最初,制冷室内22.48°C(环境温度)的空气下降了7.33°C。实验中获得了0.54的高COP。
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引用次数: 0
Numerical-Experimental Analysis of Solar Liquid Flat-Plate Collector with Different HTF and Internal Grooves Profiles in the Absorber Duct 不同传热流体和吸收管内槽型太阳能液体平板收集器的数值实验分析
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X21101175
D. Balamurali, M. Natarajan

Solar Liquid Flat Plate Collector (LFPC) system used for low-temperature domestic water heating has wide applications. However, the conversion efficiency is observed to be poor since losses from collector surface is higher. Mostly heat transfer augmentation in solar collectors is one of the key issues in energy saving, compact designs and different operational temperatures. The present work focusses on coining an appropriate Heat Transfer Fluid (HTF) and internal grooves to the Heat Transfer Fluid (HTF) ducts to enhance the performance of LFPC, taking Mumbai as site for analysis. Experimental feasibility study at Mumbai city for four months unrolled maximum global radiation of 800 W/m2 and 32.5°C of ambient temperature. Thermophysical analysis of three distinct base fluids namely Molten Salt, Dowtherm A and Therminol VP-1 showcased significant performance of therminol VP-1 with specific heat, density and thermal conductivity of about 1688.8 J/kg-K, 1351.6 kg/m3 and 20.99 W/mK respectively at 50°C. Similarly, three different internal groove profiles (plain, rectangular and trapezoidal) where analysed, of which trapezoidal profile showed improved system performance with maximum of 51.6°C as outlet temperature and 1478 W useful heat gain. The efficiency of trapezoidal profile (77.3%) was found to be 1.01 and 1.003% upfront of plain and rectangular groove profiles. Experimental values for LFPC system with water and plain duct was recorded to compare with other combinations. The enhancement achieved is helpful for addressing various green-house gas emissions and clean energy sustainability.

太阳能液体平板集热器(LFPC)系统用于低温生活热水,具有广泛的应用前景。然而,由于来自收集器表面的损耗较高,观察到转换效率较差。太阳能集热器中的大部分传热增强是节能、紧凑设计和不同工作温度的关键问题之一。目前的工作重点是在传热流体(HTF)管道上铸造合适的传热流体(HTTPF)和内部凹槽,以提高LFPC的性能,并以孟买为例进行分析。孟买市为期四个月的实验可行性研究显示,全球最大辐射量为800 W/m2,环境温度为32.5°C。对熔融盐、Dowtherm A和Therminol VP-1三种不同基础流体的热物理分析表明,Therminol VP-1具有显著的性能,在50°C下的比热、密度和热导率分别约为1688.8 J/kg-K、1351.6 kg/m3和20.99 W/mK。同样,分析了三种不同的内部凹槽轮廓(平面、矩形和梯形),其中梯形轮廓显示出改进的系统性能,出口温度最高为51.6°C,有效热增益为1478W。梯形剖面的效率(77.3%)分别为1.01%和1.003%。记录了带有水和平管的LFPC系统的实验值,以与其他组合进行比较。所实现的增强有助于解决各种温室气体排放和清洁能源可持续性问题。
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引用次数: 0
CFD Simulation of Temperature Distribution in a Parabolic Trough Collector 抛物面槽式集热器温度分布的CFD模拟
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X23600303
El Kouche Amal, El Ajouri Oumaima, Aroudam Elhassan

The aim of this paper is to assess the thermal performance of a parabolic trough collector where the thermophysical characteristics of the heat transfer fluid, the glass envelope, and the absorber pipe are temperature dependent for which we have created our own mathematical correlations. The structure of a parabolic trough collector consists of a reflecting mirror, a heat transfer fluid circulating in an absorber tube that is covered by a glass envelope. The studied model has been subjected to seasonal variations (solstices and equinoxes days) of solar radiation along with the concentrated heat flux reflected from the parabolic trough mirror for conditions at Tetouan city, Morocco. The amount of diffuse and beam solar radiation required has been modelled using the solar load model under Ansys Fluent software environment. The estimation of the heat transfer mechanism of our model has been done by solving Navier Stokes equations, also, the solar discrete ordinate model (DO) has been used to simulate radiation heat exchange on the receiver. The results have shown that the temperature of the heat collector element reaches its maximum values at equinoxes days compared to solstices days, also, it is found that the use of temperature-dependent properties enhances the thermal performance of the model by 1.4%.

本文的目的是评估抛物面槽式集热器的热性能,其中传热流体、玻璃外壳和吸收管的热物理特性与温度有关,为此我们创建了自己的数学关联式。抛物面槽收集器的结构由反射镜、在玻璃外壳覆盖的吸收管中循环的传热流体组成。所研究的模型受到了太阳辐射的季节性变化(至点和分点日)以及从抛物槽反射镜反射的集中热通量的影响,这些变化适用于摩洛哥泰图安市的条件。在Ansys Fluent软件环境下,使用太阳能负荷模型对所需的散射和光束太阳辐射量进行了建模。通过求解Navier-Stokes方程对模型的传热机理进行了估计,并使用太阳离散纵坐标模型(DO)模拟了接收器上的辐射热交换。结果表明,与至日相比,集热元件的温度在分点达到最大值。此外,还发现使用与温度相关的特性将模型的热性能提高了1.4%。
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引用次数: 0
Fault Detection in Photovoltaic Systems Using Optimized Neural Network 基于优化神经网络的光伏系统故障检测
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X22600850
Partha Kayal,  Abdul Vasih T. V.

Fault detection in photovoltaic (PV) arrays is one of the prime challenges for the operation of solar power plants. This paper proposes an artificial neural network (ANN) based fault detection approach. Partial shading, line-to-line fault, open circuit fault, short circuit fault, and ground fault in a PV array have been investigated, and a data set is synthesized to evaluate the impact on maximum power amplitude and number of power peaks under various exposure of irradiance and temperature. The ANN model has been trained considering irradiance, temperature, maximum power, and the number of power peaks corresponding to the different faulty conditions and non-fault situations. The considered ANN model has been optimized in order to increase the accuracy of fault identification. A particle swarm optimization-based algorithm has been employed to find the optimum number of neurons in the hidden layers to achieve the highest possible prediction accuracy on the test data set. The performance of the optimized neural network has been further cross-validated by an arranged data set containing all the types of faulty conditions. The effectiveness of the proposed technique is verified by comparing the results with existing methods.

光伏阵列的故障检测是太阳能发电厂运行的主要挑战之一。本文提出了一种基于人工神经网络的故障检测方法。研究了光伏阵列中的部分遮光、线对线故障、开路故障、短路故障和接地故障,并合成了一个数据集,以评估在不同辐照和温度下对最大功率幅度和功率峰值数量的影响。神经网络模型的训练考虑了辐照度、温度、最大功率以及与不同故障条件和非故障情况相对应的功率峰值数量。为了提高故障识别的准确性,对所考虑的神经网络模型进行了优化。采用了一种基于粒子群优化的算法来寻找隐藏层中神经元的最佳数量,以在测试数据集上实现尽可能高的预测精度。通过包含所有类型故障条件的排列数据集,优化神经网络的性能得到了进一步的交叉验证。通过与现有方法的比较,验证了该技术的有效性。
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引用次数: 0
Structure of Ag-Containing Cu2ZnSnS4 Thin Films, Obtained by Spray Pyrolysis 喷雾热解法制备含银Cu2ZnSnS4薄膜的结构
IF 1.204 Q3 Energy Pub Date : 2023-10-08 DOI: 10.3103/S0003701X23600790
A. A. Zgliui, M. S. Tivanov, N. N. Curmei, L. V. Dermenji, L. I. Bruc, D. A. Serban

Kesterite Cu2ZnSnS4 thin films were synthesized by the spray pyrolysis method with subsequent annealing at temperatures in the range from 425 to 525°C. To understand the impact of Ag on the Cu2ZnSnS4 structural properties, changes in the elemental and phase composition, as well as microstructure were studied by electron microanalysis, X-ray phase and Raman analysis, scanning probe microscopy and scanning electron microscopy. The obtained samples have a compact morphology without appreciable voids and pores and crystallize in the tetragonal structure of kesterite CZTS. Phase analysis indicated incorporation of Ag in different concentrations without formation of other impurity compounds. An increase in the annealing temperature leads to an increase in the coherent scattering region, while the stoichiometric ratio of metals to chalcogen approaches 1, remaining close to that upon Ag alloying.

通过喷雾热解法合成了Kesterite Cu2ZnSnS4薄膜,随后在425至525°C的温度范围内退火。为了了解Ag对Cu2ZnSnS4结构性能的影响,通过电子显微分析、X射线相和拉曼分析、扫描探针显微镜和扫描电子显微镜研究了元素和相组成以及微观结构的变化。所获得的样品具有致密的形态,没有明显的空隙和孔隙,并且结晶为方沸石CZTS的四方结构。相分析表明,Ag以不同浓度掺入,没有形成其他杂质化合物。退火温度的增加导致相干散射区域的增加,而金属与硫族元素的化学计量比接近1,保持接近于Ag合金化时的化学计量比率。
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引用次数: 0
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Applied Solar Energy
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