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AI-Driven Solar Radiation Modeling: A Multivariate Benchmark of Statistical and Machine Learning Models for Concurrent Estimation and Multi-Horizon Prediction Using Real-World Data 人工智能驱动的太阳辐射建模:使用真实世界数据进行并发估计和多视界预测的统计和机器学习模型的多元基准
IF 1.204 Q3 Energy Pub Date : 2026-09-27 DOI: 10.3103/S0003701X25603783
Moein Jazayeri, Kian Jazayeri
<p>Accurate solar radiation modeling is important for PV performance assessment, energy planning, and power-system studies. This study evaluates hourly Global Horizontal Irradiation (GHI) modeling under two complementary tasks using an hourly meteorological dataset from San Diego: Task A (concurrent estimation, <span>(Xleft( t right) to {text{GHI}}(t))</span>), which represents an upper-bound setting with contemporaneous predictors, and Task B (conditional multi-horizon prediction, <span>(Xleft( t right) to {text{GHI}}(t + h))</span>) for <span>(h = 1,3,6,24)</span> h, where only information available at time <i>t</i> is used. Accordingly, Task B does not incorporate forward-looking meteorological forecast inputs (e.g., NWP forecast fields) or satellite-based nowcasting; it therefore is interpreted as a retrospective conditional multi-horizon prediction benchmark under time-<i>t</i> information, rather than a fully operational forecast system. 18 models spanning statistical time-series methods, classical machine learning, ensemble learning, and deep neural networks are benchmarked in this study. Performance is assessed using RMSE, MAE, MSE, and <i>R</i><sup>2</sup>, and prediction results are further complemented with normalized RMSE and skill relative to a persistence baseline. The most robust model across horizons is additionally analyzed using variability, regime-dependent diagnostics and prediction-interval uncertainty quantification. For Task A (Concurrent Estimation), CatBoost achieves the highest accuracy (RMSE = 4.99 Wh/m<sup>2</sup>, MAE = 3.67 Wh/m<sup>2</sup>, MSE = 24.89 (Wh/m<sup>2</sup>)<sup>2</sup>, <i>R</i><sup>2</sup> = 0.9997), reflecting the expected upper-bound behavior of contemporaneous estimation. For Task B (conditional prediction), performance degrades with increasing horizon, while boosted-tree ensembles remain top-tier and maintain positive skill relative to persistence, demonstrating prediction value beyond a naïve reference baseline. Random Forest, XGBoost, and LightGBM show similarly strong performance among nonlinear learners, and feedforward neural networks remain competitive, whereas recurrent architectures do not consistently outperform simpler feedforward designs under the considered feature set. Classical univariate statistical baselines (ARIMA, SARIMA) perform poorly; SARIMAX improves substantially when incorporating exogenous meteorological predictors. SARIMAX (Direct) is reported in this study as the primary statistical benchmark for fair comparison under the same information assumptions. Additional analyses show that prediction errors increase and become more dispersed under high radiation variability and intermediate clearness-index regimes, and prediction intervals widen with prediction horizon, emphasizing the importance of reliability assessment beyond point accuracy. Seasonal and diurnal error breakdowns further show that RMSE is not uniform across months and hours of the day, complementing the regime/
准确的太阳辐射建模对于光伏性能评估、能源规划和电力系统研究非常重要。本研究利用圣地亚哥的每小时气象数据集评估了两个互补任务下的每小时全球水平辐射(GHI)建模:任务A(并发估计,(Xleft( t right) to {text{GHI}}(t))),它代表了具有同期预测因子的上限设置,任务B(条件多视界预测,(Xleft( t right) to {text{GHI}}(t + h)))用于(h = 1,3,6,24) h,其中仅使用时间t的可用信息。因此,任务B不包括前瞻性气象预报输入(例如,NWP预报场)或基于卫星的临近预报;因此,它被解释为时间-t信息下的回溯性条件多层预测基准,而不是一个完全可操作的预测系统。本研究对18个模型进行了基准测试,这些模型涵盖了统计时间序列方法、经典机器学习、集成学习和深度神经网络。使用RMSE、MAE、MSE和R2评估性能,预测结果进一步与标准化RMSE和相对于持久性基线的技能相补充。此外,还使用变异性、体制相关诊断和预测区间不确定性量化来分析最稳健的跨层模型。对于任务A(并发估计),CatBoost达到了最高的准确度(RMSE = 4.99 Wh/m2, MAE = 3.67 Wh/m2, MSE = 24.89 (Wh/m2)2, R2 = 0.9997),反映了同期估计的预期上界行为。对于任务B(条件预测),性能随着水平的增加而下降,而增强树集成仍然是顶级的,并且相对于持久性保持积极的技能,表明预测值超出naïve参考基线。随机森林、XGBoost和LightGBM在非线性学习器中表现出类似的强大性能,前馈神经网络仍然具有竞争力,而循环架构在考虑的特征集下并不总是优于更简单的前馈设计。经典的单变量统计基线(ARIMA, SARIMA)表现不佳;当纳入外源气象预测因子时,SARIMAX显著改善。在相同的信息假设下,本研究采用SARIMAX (Direct)作为公平比较的主要统计基准。另外,分析表明,在高辐射变异性和中等清晰度指数条件下,预测误差增加且变得更加分散,预测区间随着预测范围的扩大而扩大,强调了点精度以外可靠性评估的重要性。季节和日误差分解进一步表明,RMSE在一天中的月份和小时之间并不均匀,补充了制度/变异性诊断和预测区间分析。总体而言,对于研究站点,结果支持集成学习,并且在选定的环境中,神经方法可以作为所采用信息集下回顾性多水平辐射预测的有效基线;实时业务预报将需要近实时数据流和前瞻性预报输入(例如,NWP和/或卫星临近预报)。
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引用次数: 0
Assessment of Daily Efficiency of Flat-Plate Solar Collectors in Impulse Mode 冲击模式下平板太阳能集热器日效率评估
IF 1.204 Q3 Energy Pub Date : 2026-09-27 DOI: 10.3103/S0003701X2660058X
Sh. I. Klychev, S. A. Bakhramov, Y. K. Rashidov, Sh. Y. Sultanova

The daily performance and efficiency of a horizontally positioned flat-plate solar collector (FPSC) in pulsed mode, periodic filling and draining of the coolant upon reaching a predetermined average temperature, are examined. A one-dimensional non-stationary numerical thermal model and calculation program were developed, taking into account the FPSC’s key parameters, variations in solar radiation level, and outdoor air temperature. Its daily efficiency and performance were estimated at various hot water heat removal temperatures in summer. The obtained data can be used, as a first approximation, to estimate the FPSC’s daily efficiency and performance in normal operation. The FPSC’s pulsed mode of operation is of independent importance and allows for simplification of the receiver design, reducing the number of channels and eliminating the requirement for low velocities and uniform coolant flow within the FPSC.

研究了水平定位平板太阳能集热器(FPSC)在脉冲模式下的日常性能和效率,在达到预定的平均温度时定期填充和排出冷却剂。考虑FPSC的关键参数、太阳辐射水平变化和室外空气温度,建立了一维非平稳数值热学模型和计算程序。在夏季不同的热水排热温度下,对其日常效率和性能进行了评估。所获得的数据可以作为一个初步的近似,来估计FPSC在正常运行时的日常效率和性能。FPSC的脉冲工作模式具有独立的重要性,可以简化接收器设计,减少通道数量,消除FPSC内低速和均匀冷却剂流动的要求。
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引用次数: 0
Construction of Energy Complementary Thermal Photovoltaic Model and Its Energy Conversion 能量互补热光伏模型的构建及其能量转换
IF 1.204 Q3 Energy Pub Date : 2026-09-27 DOI: 10.3103/S0003701X25603692
Jingping Zhang

To cope with the advancement of energy demand and environmental challenges, and to solve the issues of unstable and limited efficiency of single energy supply, a thermophotovoltaic model complementary to solar energy and fuel energy is studied and constructed. To analyze its energy conversion process, the Brayton cycle is innovatively introduced by combining solar energy and fuel energy to study energy conversion. The findings denoted that when the solar irradiance increased from 200 to 1000 W/m2, the fuel compensation flow rate decreased from 1.1 m3/h to 0, the total input thermal energy increased from 32.5 to 43.1 kW, and the output electrical power increased synchronously from 3.9 to 7.1 kW. The total input thermal energy was positively correlated with the output electrical power, ensuring the coordinated change of system energy input and output. Under clear and cloudy conditions (700 W/m2), the model had the highest output power of 5.9 kW and a total system efficiency of 19.2%, with a solar energy contribution rate of 82.3%, reflecting the high efficiency of solar energy dominance. Although the solar energy contribution rate decreased to 45.6% under cloudy conditions (300 W/m2), the output power of 4.8 kW and total efficiency of 18% were still better than the rated fuel conditions (4.7 kW, 16.9%). The power fluctuation amplitude of the three operating conditions was ≤±2.1%, the battery temperature fluctuation was ≤±3.2%, and the fuel thermal energy utilization rate exceeded 89%, indicating that the model has high efficiency, stability, and high fuel utilization rate under different operating conditions. The research findings can provide theoretical support and practical reference for the design of distributed energy systems and the optimization of multi-energy complementary energy technologies.

为应对能源需求的增长和环境挑战,解决单一能源供应效率不稳定和有限的问题,研究构建了与太阳能和燃料能源互补的热光伏模型。为了分析其能量转换过程,创新性地引入了Brayton循环,将太阳能和燃料能源结合起来研究能量转换。结果表明:当太阳辐照度从200 W/m2增加到1000 W/m2时,燃料补偿流量从1.1 m3/h减小到0,总输入热能从32.5 kW增加到43.1 kW,输出电功率从3.9 kW同步增加到7.1 kW。总输入热能与输出电功率呈正相关,保证了系统能量输入与输出的协调变化。在晴空和多云条件下(700 W/m2),该模型的最高输出功率为5.9 kW,系统总效率为19.2%,太阳能贡献率为82.3%,体现了太阳能优势的高效率。虽然在多云工况(300 W/m2)下太阳能贡献率下降到45.6%,但输出功率4.8 kW和总效率18%仍优于额定燃料工况(4.7 kW, 16.9%)。三种工况下功率波动幅值≤±2.1%,电池温度波动幅值≤±3.2%,燃料热能利用率均超过89%,表明该模型在不同工况下效率高、稳定性好,燃料利用率高。研究成果可为分布式能源系统的设计和多能互补能源技术的优化提供理论支持和实践参考。
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引用次数: 0
Perovskites in Photovoltaics, Sensors, and Environmental Remediation 钙钛矿在光伏、传感器和环境修复中的应用
IF 1.204 Q3 Energy Pub Date : 2026-09-27 DOI: 10.3103/S0003701X26600244
Ruby Jindal,  Anju, Archana Tripathi, Harleen Kaur, Neenu Saini

Perovskite materials have generated considerable excitement owing to their remarkable properties and have become highly desirable materials for photovoltaics, sensors, and environmental remediation. Unlike conventional materials, their unique optoelectronic features, large charge-carrier mobility, tunable bandgap, and low-cost synthesis are interesting alternatives. Perovskite solar cells have significantly advanced the photovoltaic industry, emerging as a highly promising technology with power conversion efficiencies comparable to those of conventional silicon-based solar cells. Perovskite materials are highly sensitive to environmental factors such as gases and humidity and have been widely explored for sensing applications, including the detection of biological molecules. This means perovskite solar cells can be used in healthcare and for checking the environment. Perovskite materials are highly sensitive to environmental stimuli, making them suitable for applications such as sensing and optoelectronic devices. Perovskite-based photocatalysts may also play a significant role in environmental cleaning, such as in water purification and pollutant elimination. This paper includes a comprehensive overview of the advances of perovskite materials driven by the sustainable energy technologies, environment protection and sensor devices. These challenges of stability, toxicity, and mass production are also addressed with possible solutions for future advancements.

钙钛矿材料由于其卓越的性能而引起了相当大的兴奋,并已成为光伏、传感器和环境修复的理想材料。与传统材料不同,它们独特的光电特性、大载流子迁移率、可调带隙和低成本的合成是有趣的替代品。钙钛矿太阳能电池极大地推动了光伏工业的发展,作为一种非常有前途的技术,其能量转换效率可与传统的硅基太阳能电池相媲美。钙钛矿材料对气体和湿度等环境因素高度敏感,已被广泛用于传感应用,包括生物分子的检测。这意味着钙钛矿太阳能电池可以用于医疗保健和环境检测。钙钛矿材料对环境刺激高度敏感,因此适用于传感和光电子器件等应用。钙钛矿基光催化剂也可能在环境清洁中发挥重要作用,例如水净化和污染物消除。本文全面综述了在可持续能源技术、环境保护和传感器器件的推动下,钙钛矿材料的进展。这些稳定性、毒性和大规模生产方面的挑战也将为未来的发展提供可能的解决方案。
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引用次数: 0
Grid-Induced Operational Availability of a Small-Scale Grid-Connected Photovoltaic Power Plant: Diagnostic Methodology and Results of Annual Monitoring in Uzbekistan 小规模并网光伏电站的电网诱导运行可用性:乌兹别克斯坦年度监测的诊断方法和结果
IF 1.204 Q3 Energy Pub Date : 2026-09-27 DOI: 10.3103/S0003701X25601577
N. R. Avezova, N. A. Matchanov, O. Z. Toirov, S. K. Shoguchkarov, N. N. Dalmuradova, A. R. Kudratov

This study proposes and validates a differentiated methodology for assessing the grid-induced operational availability of a small-scale grid-connected photovoltaic power plant operating in a low-voltage distribution network in Uzbekistan. The case study is a PV plant installed in the Khatyrchi district of the Navoi region, equipped with a 10-kW grid-connected inverter and a 10.7 kWp photovoltaic array. Based on a full-year monitoring dataset for the leap year 2024, this study analyzed the annual energy generation, protective trip logs, voltage parameters, and structure of generation interruption events. The system generated 13894.7 kWh of electricity, corresponding to 1389.5 kWh/(kW·year) when normalized to the inverter rated power and 1298.6 kWh/(kWp·yr) when normalized to the PV-array peak power. The results indicate no evidence of significant underperformance of the photovoltaic subsystem. The 613 recorded events with a total duration of 306.5 h are interpreted not as proven equipment failures but as protective trips or generation interruptions caused by external grid conditions and inverter protection logic. Calendar availability was 96.51%, whereas availability within the 2900-h potential solar-generation window was 89.43%. Overvoltage in the low-voltage network was the dominant unavailability factor, accounting for 433 events or 70.6% of all interruptions. Scenario analysis shows that reducing overvoltage-related trips by 50–75% could increase solar window availability to 93.16–95.03%. The practical contribution of this study is an operational energy audit algorithm that separates grid-induced unavailability from equipment-related failures and supports technically justified measures to reduce generation losses.

本研究提出并验证了一种不同的方法,用于评估乌兹别克斯坦低压配电网中运行的小型并网光伏发电厂的电网诱导运行可用性。该案例研究是安装在纳沃伊地区Khatyrchi地区的光伏电站,配备10千瓦并网逆变器和10.7千瓦光伏阵列。基于2024年闰年全年监测数据,分析了年发电量、保护跳闸日志、电压参数和中断事件结构。系统发电量13894.7 kWh,与逆变器额定功率归一化后为1389.5 kWh/(kW·年),与光伏阵列峰值功率归一化后为1298.6 kWh/(kWp·年)。结果表明,没有证据表明光伏子系统的显著性能不足。记录的613个总持续时间为306.5小时的事件不被解释为已证实的设备故障,而是由外部电网条件和逆变器保护逻辑引起的保护跳闸或发电中断。日历利用率为96.51%,而2900 h潜在太阳能发电窗口内的利用率为89.43%。低压电网中的过电压是主要的不可用因素,占433个事件,占所有中断的70.6%。情景分析表明,将过电压相关跳闸降低50-75%,可将太阳能窗利用率提高到93.16-95.03%。本研究的实际贡献是一种可操作的能源审计算法,该算法将电网引起的不可用性与设备相关故障分开,并支持技术上合理的措施来减少发电损失。
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引用次数: 0
Theoretical Study and Numerical Characterization of a Flat-Plate Solar Collector Model with Integrated Reflector for Solar Drying 太阳能干燥用集成反射板平板集热器模型的理论研究与数值表征
IF 1.204 Q3 Energy Pub Date : 2026-05-15 DOI: 10.3103/S0003701X25600420
F. J. Ngouem, M. Ndje, J. Bikai, G. A. Fouakeu-Nanfack, M. Edoun, L. Monkam

This paper investigates the impact of the incorporated reflector on the dynamic performance of a flat-plate solar collector. To this end, a mathematical model was developed based on the energy balance of the collector’s various components. The equations were then solved using a numerical algorithm. The results show that incorporating the reflective surface into the collector envelope, and despite the energy losses that may result, improves performance by increasing the energy received by the absorber. Within the scope of this study the heat gain between configurations with and without reflection results in a temperature rise of 10.85°C. In particular, temperatures fall with the mass flow rate of the fluid, while they increase with the number of tubes. When the number of tubes increases from 5 to 10, outlet temperatures rise from 38.8–53.95°C for lengths of 1–2.5 m. When the number of tubes increases from 5 to 10, thermal efficiency drops from 60.0–41.6%. When absorber tube lengths increase from L = 1.0–2.5 m, exergy efficiency varies from 2.25% for 5 tubes to 0.69% for 10 tubes.

本文研究了集成反射器对平板太阳能集热器动态性能的影响。为此,建立了基于集热器各部件能量平衡的数学模型。然后用数值算法求解这些方程。结果表明,尽管可能导致能量损失,但将反射表面合并到集热器外壳中可以通过增加吸收器接收的能量来提高性能。在本研究范围内,有反射和没有反射的结构之间的热增益导致温度上升10.85°C。特别是,温度随流体质量流量的增加而降低,而随管道数量的增加而升高。当管数从5根增加到10根时,长度为1-2.5 m的出口温度从38.8-53.95℃升高。当管数从5根增加到10根时,热效率从60.0% ~ 41.6%下降。当吸收管长度从L = 1.0 ~ 2.5 m增加时,火用效率从5管的2.25%增加到10管的0.69%。
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引用次数: 0
Experimental Study on Optimizing Solar Tracking System for Water Desalination in Iraq 伊拉克海水淡化太阳能跟踪系统优化试验研究
IF 1.204 Q3 Energy Pub Date : 2026-05-15 DOI: 10.3103/S0003701X2460259X
Qasim Kadhim Hunehen, Ahmed Jameel Hamoud, Ruqayah Ismael Mohsin

Sustainable production of distilled water using solar desalination systems is becoming more attractive in recent years. Many researchers are trying to enhance the efficiency of such systems. In this study, an improved Parabolic Dish Solar Water Desalination System (PDSWDS) is developed utilizing solar tracking system and finned tube to produce distilled water. The improved solar system consists of solar collector dish to collect solar energy and reflect it to a still tank (receiver) that has the sea water and the system tested in the hot environmental conditions of Iraq. Due to the increased concentration of solar radiation, the temperature is increased inside the still tank causing the water to evaporate. To increase the condensation rate of water vapors, fines are provided over the surface along the length of the main receiver. Sun tracking system is equipped with the dish collector to enhance the efficiency of the solar desalination system. The system used to provide 40 to 50 L of pure water per day, assuming that the structure works about 8 h per day. Results showed increase in temperature of the still tank by 120°C when sun tracking system was employed compared with the system without it in which temperature reached to 71°C. The overall findings of this study show that the thermal efficiency increased by 30% than the manual tracking system and using fins in the solar desalination system was expanding the condensation of the desalination water even in the high ambient temperature in summer.

近年来,利用太阳能脱盐系统可持续生产蒸馏水越来越有吸引力。许多研究人员正试图提高这类系统的效率。本文研究了一种利用太阳能跟踪系统和翅片管生产蒸馏水的改进型抛物盘太阳能海水淡化系统(PDSWDS)。改进后的太阳能系统由太阳能收集盘组成,收集太阳能并将其反射到装有海水的静水箱(接收器),该系统在伊拉克炎热的环境条件下进行了测试。由于太阳辐射浓度的增加,温度升高,导致水蒸发。为了增加水蒸气的冷凝速率,沿主接收器的长度在表面上设置了细粉。太阳跟踪系统配备碟形集热器,提高太阳能脱盐系统的效率。假设该结构每天工作约8小时,该系统每天提供40至50升纯水。结果表明,与未安装太阳跟踪系统相比,安装了太阳跟踪系统的蒸馏罐温度提高了120℃,温度达到71℃。本研究的总体结果表明,太阳能海水淡化系统的热效率比人工跟踪系统提高了30%,即使在夏季环境温度较高的情况下,太阳能海水淡化系统中使用鳍片也会扩大海水淡化水的凝结。
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引用次数: 0
Thermal Performance of a Barra–Costantini System in a Residential Building in Mashhad 马什哈德某住宅楼Barra-Costantini系统的热性能
IF 1.204 Q3 Energy Pub Date : 2026-04-01 DOI: 10.3103/S0003701X24603053
Hoda Asdaghi,  Rima Fayaz

One of the main elements contributing to heat loss in buildings is the exterior envelope, which can be improved by employing passive solar systems. This research aims to investigate the Barra–Costantini system’s performance through simulation to obtain the best thermal performance with varying system characteristics, enhance thermal comfort, and reduce energy demand. Three types of glass—single-layer, two-layer, and three-layer—along with various channel dimensions (0.05, 0.1, and 0.15 m) and vent configurations were simulated in a residential building in Mashhad. For a room with a volume of 33.6 m3, the maximum heat gained with a 15 cm depth channel and single-layer glass resulted in an energy saving of 29.1%. The room temperature did not exceed 2°C with this system. However, this system alone cannot provide thermal comfort for Mashhad. The level of thermal comfort, as indicated by the Predicted Mean Vote index in October, with and without this system, is –1.6 and –2.06, respectively. Thermal comfort is improved during hot periods of the year by keeping external vents open during the day with an open roof vent at night instead of keeping all vents open throughout the day and night. Additionally, an increase in the height of the Barra–Costantini channel resulted in a decrease in the amount of heat gained.

造成建筑物热损失的主要因素之一是外围护结构,这可以通过采用被动式太阳能系统来改善。本研究旨在通过仿真研究Barra-Costantini系统的性能,以获得不同系统特性下的最佳热性能,增强热舒适性,降低能源需求。在马什哈德的一栋住宅楼中,模拟了三种类型的玻璃,单层、双层和三层,以及不同的通道尺寸(0.05、0.1和0.15 m)和通风口配置。对于一个体积为33.6立方米的房间,15厘米深的通道和单层玻璃所获得的最大热量节省了29.1%的能源。使用本系统时,室温不超过2℃。然而,这个系统本身不能为马什哈德提供热舒适。使用和不使用该系统时,10月份的预测平均投票指数显示的热舒适水平分别为-1.6和-2.06。在一年中炎热的季节,通过在白天保持外部通风口打开,在晚上打开屋顶通风口,而不是在白天和晚上保持所有通风口打开,从而改善了热舒适性。此外,Barra-Costantini通道高度的增加导致获得的热量减少。
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引用次数: 0
Solar Drying of Sandfish Using Novel Dryer Integrated with a Combination of Fins and Thermal Storage: An Experimental Investigation in Sahara Algeria 利用翅片与蓄热相结合的新型干燥机对沙鱼进行太阳能干燥:在阿尔及利亚撒哈拉沙漠的实验研究
IF 1.204 Q3 Energy Pub Date : 2026-04-01 DOI: 10.3103/S0003701X25600870
Mohammed Ali Hadj Ammar, Mohammed El Hadi Attia, Ali Zine, Abdallah Bouabidi, Anil Kumar

This research article evaluates the performance of an Inverted Solar Collector (ISC) dryer for drying Sandfish in the Sahara region of Algeria (El-Oued City). Experimental studies compared an ISC dryer equipped with copper fins (CF) and paraffin wax (PCM) latent heat storage to an ISC dryer without CF-PCM, as well as to natural sun drying. Performance assessment considered both thermal efficiency and product quality. Sandfish with an initial moisture content of 73.18% were dried to a final moisture content of 11.34% (wet basis) in 43 h using the ISC dryer with CF-PCM, in 55 h using the ISC dryer without CF-PCM and over 100 h with natural sun drying. Results demonstrate a reduction in drying time of 27.90% compared to the ISC dryer without CF-PCM and up to 100% compared to natural sun drying. Additionally, solar drying enhanced the water, ash, protein, and lipid content of the dried Sandfish. Experimental findings revealed that the dried Sandfish contained 55.7% protein and 13.4% lipids, compared to 19.6 and 2.8%, respectively, in fresh Sandfish. From a nutritional quality perspective, the ISC dryer with CF-PCM proved to be the most effective method for Sandfish preserving.

本研究文章评估了倒置太阳能集热器(ISC)干燥机在阿尔及利亚撒哈拉地区(El-Oued市)干燥沙鱼的性能。实验研究比较了配备铜翅片(CF)和石蜡(PCM)潜热储存的ISC干燥器与不配备CF-PCM潜热储存的ISC干燥器以及自然日光干燥器。性能评估考虑了热效率和产品质量。将初始含水率为73.18%的沙鱼用带CF-PCM的ISC干燥机干燥43 h,用不带CF-PCM的ISC干燥机干燥55 h,用自然阳光干燥100 h,最终含水率为11.34%(湿基)。结果表明,与没有CF-PCM的ISC干燥器相比,干燥时间减少了27.90%,与自然阳光干燥相比,干燥时间减少了100%。此外,太阳能干燥提高了干燥沙鱼的水分、灰分、蛋白质和脂质含量。实验结果表明,干沙鱼的蛋白质含量为55.7%,脂肪含量为13.4%,而鲜沙鱼的蛋白质含量分别为19.6%和2.8%。从营养质量的角度来看,采用CF-PCM的ISC干燥机是保存沙鱼最有效的方法。
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引用次数: 0
Computational Fluid Dynamics Analysis of a Solar Artificial Air Vortex Generator under the Influence of Varying Air Inlet Number and Generation Area 不同进气数和产生面积影响下太阳能人工空气涡流发生器的计算流体动力学分析
IF 1.204 Q3 Energy Pub Date : 2026-04-01 DOI: 10.3103/S0003701X25601139
Manal N. Jabber, Ali A. Ismaeel, Iman S. Kareem

Many researchers have turned to studying and developing vortex technologies for generating clean electrical energy. Vortex technologies generate an upward swirling air stream when operating in a moderate temperature range. The conventional air solar collector with a swirling engine is inadequate for creating and keeping updrafts by a previous design. The solar air vortex generator (SAVG) is one of the new alternative energies utilising solar energy to create artificial vortices (AV). The principle of its operation is similar to that of the solar updraft tower (SUT) plan. The research sought to propose, design, and optimise an artificial air vortex generator (AAVG) system by performing a set of calculations using the ANSYS 2024 R1 simulation software. Therefore, there are two aims in this research the first one is the effect of the engine diameter of the solar air vortex generator (SAVG) system in one air inflow slot and the second aim is to study the effect of the number of air inflow slots on artificial air velocity vortex flow behaviour inside the (SAVG) model in single guide blades, these facts were not mentioned in previous studies. Reducing the diameter of the solar air vortex generator (SAVG) system in one slot inflow for [36] by 50% of its dimension can generally increase its kinetic energy, specifically its rotational kinetic energy reaching 1.712 m/s, meanwhile, the results showed that the four slots inflow played a significant role in improving the strength of the generated vortex and increasing its outflow velocity to 5.635 m/s with an enhancement of about 3.5 times of one slot inflow.

许多研究人员已经转向研究和开发涡旋技术,以产生清洁的电能。当在中等温度范围内工作时,涡流技术产生向上旋转的气流。传统的空气太阳能收集器与一个旋转发动机是不够的,以创造和保持上升气流由以前的设计。太阳能空气涡旋发生器(SAVG)是一种利用太阳能制造人工涡旋的新型替代能源。其运行原理与太阳上升气流塔(SUT)计划相似。该研究试图通过使用ANSYS 2024 R1仿真软件进行一系列计算,提出、设计和优化人工空气涡流发生器(AAVG)系统。因此,本研究的目的有两个,一是研究单个进风槽内太阳能空气涡旋发生器(SAVG)系统发动机直径的影响,二是研究进风槽数对单导叶(SAVG)模型内人工风速涡旋行为的影响,这些在以往的研究中都没有提到。将[36]的太阳能空气涡旋发生器(SAVG)系统的直径减小其尺寸的50%,可以普遍提高其动能,其中旋转动能达到1.712 m/s,同时,结果表明,四槽入流对提高所产生的涡旋强度和将其流出速度提高到5.635 m/s有显著作用,提高了约3.5倍于一个槽入流。
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Applied Solar Energy
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