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Influence of Inclination Angle at the Chimney Inlet on the Power Generation in Solar Chimney Power Plants through 3D CFD Model 通过 3D CFD 模型研究烟囱入口倾角对太阳能烟囱发电厂发电量的影响
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-12-23 DOI: 10.1155/2023/7394007
Mahmut Kaplan
The sun is an abundantly available and clean renewable energy source. Therefore, solar energy offers significant potential for mitigating climate change and reducing emissions from burning fossil fuels in the future. Solar chimney power plants (SCPPs) have a technical capability for meeting the massive sustainable power production. Basic parts of SCPP system are the chimney, turbine, and collector. The geometric dimensions of the components are the crucial factors for improving the solar chimney efficiency. The goal of this work is to analyse the influences of the inclination angle (<span><svg height="9.49473pt" style="vertical-align:-0.2063999pt" version="1.1" viewbox="-0.0498162 -9.28833 6.59789 9.49473" width="6.59789pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"></path></g></svg>)</span> at chimney inlet on performance characteristics of the system by employing RNG <svg height="9.63826pt" style="vertical-align:-0.3499298pt" version="1.1" viewbox="-0.0498162 -9.28833 25.4837 9.63826" width="25.4837pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"></path></g><g transform="matrix(.013,0,0,-0.013,9.445,0)"></path></g><g transform="matrix(.013,0,0,-0.013,19.981,0)"></path></g></svg> turbulence model coupled with discrete ordinate (DO) solar ray tracing method via ANSYS Fluent CFD software. The model is built by taking into consideration geometric parameters of Manzanares plant and verified with its measurements. The innovative chimney entrance configurations are produced by altering the chimney entrance slope (<span><svg height="9.49473pt" style="vertical-align:-0.2063999pt" version="1.1" viewbox="-0.0498162 -9.28833 17.738 9.49473" width="17.738pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,0,0)"><use xlink:href="#g113-230"></use></g><g transform="matrix(.013,0,0,-0.013,10.107,0)"></path></g></svg><span></span><svg height="9.49473pt" style="vertical-align:-0.2063999pt" version="1.1" viewbox="21.320183800000002 -9.28833 12.678 9.49473" width="12.678pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,-0.013,21.37,0)"></path></g><g transform="matrix(.013,0,0,-0.013,27.61,0)"></path></g></svg></span><sup>°</sup>–80<sup>°</sup>) with the geometrical dimensions of the chimney, collector, and fillet keeping constant. The computational results display that the new chimney configurations improve the maximum velocity, system power output, and turbine pressure drop. The peak velocity of 18.1 m/s is gained for the configuration with <span><svg height="9.49473pt" style="vertical-align:-0.2063999pt" version="1.1" viewbox="-0.0498162 -9.28833 17.738 9.49473" width="17.738pt" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink"><g transform="matrix(.013,0,0,
太阳是一种丰富而清洁的可再生能源。因此,太阳能为未来减缓气候变化和减少化石燃料燃烧产生的排放提供了巨大潜力。太阳能烟囱发电厂(SCPP)具有满足大规模可持续电力生产的技术能力。SCPP 系统的基本组成部分是烟囱、涡轮机和集热器。这些部件的几何尺寸是提高太阳能烟囱效率的关键因素。这项工作的目的是通过 ANSYS Fluent CFD 软件,采用 RNG 湍流模型和离散纵坐标(DO)太阳光线跟踪方法,分析烟囱入口处的倾角()对系统性能特征的影响。模型的建立考虑了曼萨纳雷斯电厂的几何参数,并与测量结果进行了验证。在烟囱、集热器和圆角的几何尺寸保持不变的情况下,通过改变烟囱入口坡度(°-80°),产生了创新的烟囱入口配置。计算结果显示,新的烟囱配置提高了最大速度、系统功率输出和涡轮压降。在 1000 W/m2 条件下,带有 ° 的配置的峰值速度为 18.1 m/s,而带有 ° 的基本模型的峰值速度为 14.3 m/s。此外,在 1000 W/m2 条件下,与输出功率为 49.1 kW 的基本模型相比,该配置将输出功率提高到 61.5 kW,增幅为 24.5%。
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引用次数: 0
Experimental Study on the Effect of In/Out Radial-Finned Heat Sink with PCM under Constant and Intermittent Power Mode in Power LEDs 带 PCM 的内/外径向鳍片散热器在功率 LED 的恒定和间歇功率模式下的效果实验研究
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-12-22 DOI: 10.1155/2023/2454612
T. Ramesh, Ayyappan Susila Praveen, Praveen Bhaskaran Pillai, Sachin Salunkhe, Adham E. Ragab, Hussein M. A. Hussein, Paulo Davim
The findings of the experimental study into optimizing the heat transfer rate of a PCM-based heat sink for high-power LEDs are presented in this work. The study investigated five heat sink types, with and without PCM. The LED case and junction temperatures, LED module temperatures, heat storage and release rate analyses, analyses of three types of cyclic operation modes, luminous flux, and heat sink thermal resistance were all examined independently. The results indicated that the PCM-based LED heat sink had improved thermal performance. The LED junction temperature of the PCM-equipped E-20 heat sink is nine degrees Celsius lower at 10 W than that of the heat sink without PCM. Furthermore, the E-20 heat sink with PCM extends the LED module’s critical lifespan. As a bonus, the E-20 with PCM had a 38.19 percent lower thermal resistance at 10 W than the E-20 without PCM. According to these results, the heat sink E-20 emits 715 lm at 10 W when operated without a phase-change material (PCM). With the same input power, the luminous flux of an E-20 equipped with a heat sink and a phase-change material (PCM) is 750 lm, a gain of 4.7%. Finally, clearly recommend the heat E-20 sink with PCM suitable for high-power LED thermal management system.
本文介绍了针对大功率 LED 优化基于 PCM 的散热器传热率的实验研究结果。该研究调查了五种类型的散热器,包括含 PCM 和不含 PCM 的散热器。对 LED 外壳和结点温度、LED 模块温度、热存储和释放率分析、三种循环工作模式分析、光通量和散热器热阻进行了独立研究。结果表明,基于 PCM 的 LED 散热器具有更好的散热性能。当功率为 10 W 时,装有 PCM 的 E-20 散热器的 LED 结温比没有装 PCM 的散热器低 9 摄氏度。此外,配备 PCM 的 E-20 散热器还延长了 LED 模块的关键寿命。另外,与不带 PCM 的 E-20 相比,带 PCM 的 E-20 在 10 W 时的热阻降低了 38.19%。根据这些结果,在不使用相变材料 (PCM) 的情况下,散热器 E-20 在 10 W 的功率下可发出 715 lm 的光。在输入功率相同的情况下,装有散热器和相变材料 (PCM) 的 E-20 的光通量为 750 lm,提高了 4.7%。最后,明确推荐带有 PCM 的 E-20 散热器适用于大功率 LED 热管理系统。
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引用次数: 0
Design and Characterization of PV Minigrid Plants for Modern Farming and Rural Electrification in Rwanda 为卢旺达现代农业和农村电气化设计光伏微型电网并确定其特性
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-12-20 DOI: 10.1155/2023/2570325
Kayitare Morris, Gace A. Dalson, Sendegeya Al-Mas
Solar energy is among the clean, ecofriendly, and reliable energies. Standalone PV plants have great potential to fulfill specific load demands in remote villages in Rwanda. However, owing to the scarcity of information on solar energy potentials in some areas, lack of accurate load demands, and overlooking energy consumption by farming activities, PV plants can be hardly optimally sized, developed, or utilized. This study proposes and characterizes the PV plant model based on precisely quantified load demands including the energy needed for e-farming. The technoeconomic performance of these PV plants was analyzed using PVSyst software. The results confirm availability of solar resources enough to steadily satisfy the loads in the communities. Nevertheless, several factors were seen to induce energy losses for the developed PV systems, among which the heating owing to the rise of temperature being the major factor of energy loss. In fact, the solar radiation intensity exceeds 1800 kW/m2/year, and the heating occurring at the surface of the panels causes energy losses of up to 9.46%. Also, the findings suggested that the investors will gain the financial benefits for 10 out of 25 years while the energy’s price would drop from 0.252 EUR/kWh to 0.180 EUR/kWh. These findings are significant as they provide information that planners and investors could use to make informed decisions. Future studies may need to use such results to quantify the contribution of available subsidies and incentive reduction on cost of solar energy and adoption of PV plants.
太阳能是清洁、环保和可靠的能源之一。独立光伏电站在满足卢旺达偏远村庄的特定负荷需求方面具有巨大潜力。然而,由于某些地区太阳能潜力信息匮乏、缺乏准确的负荷需求以及农耕活动对能源消耗的忽视,光伏电站的规模、开发和利用很难达到最佳状态。本研究根据精确量化的负荷需求(包括电子农业所需的能源),提出了光伏电站模型并对其进行了描述。使用 PVSyst 软件对这些光伏电站的技术经济性能进行了分析。结果证实,太阳能资源足以稳定地满足社区的负荷需求。然而,有几个因素导致了所开发的光伏系统的能量损失,其中温度升高导致的加热是能量损失的主要因素。事实上,太阳辐射强度超过 1800 千瓦/平方米/年,电池板表面产生的热量造成的能量损失高达 9.46%。此外,研究结果表明,投资者将在 25 年中的 10 年内获得经济收益,而能源价格将从 0.252 欧元/千瓦时降至 0.180 欧元/千瓦时。这些研究结果意义重大,因为它们提供了规划者和投资者可用于做出明智决策的信息。未来的研究可能需要利用这些结果来量化现有补贴和激励措施对太阳能成本和光伏电站采用的贡献。
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引用次数: 0
Maximum Power Extraction in Photovoltaic Systems Using High-Performance Adaptive Control Approach 利用高性能自适应控制方法提取光伏系统中的最大功率
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-12-19 DOI: 10.1155/2023/6506144
Ahmed Ouaret, Hocine Lehouche, Adel Oubelaid, Arvind Yadav, Boubekeur Mendil, Ievgen Zaitsev
The nonlinearities present in photovoltaic (PV) generator models can significantly impact the performance of PV systems, leading to decreased system efficiency and reduced profitability. This paper is aimed at addressing these challenges by developing a novel control algorithm based on a high-performance adaptive control method for photovoltaic systems. The proposed algorithm is designed to effectively track set points and optimize power extraction even in the presence of disturbances. The key contribution of this work lies in the application of this control strategy specifically to PV systems to achieve optimal performance. When compared to traditional control methods, the proposed approach demonstrates significant improvements, notably in terms of power extraction efficiency and system loss reduction. Moreover, the control algorithm effectively ensures accurate tracking of set points. These outcomes underscore the notable performance enhancements facilitated by the proposed algorithm. In conclusion, the developed control algorithm offers superior performance in optimizing power extraction and maintaining precise set point tracking for PV systems, leading to improved system efficiency and increased profitability.
光伏(PV)发电机模型中存在的非线性会严重影响光伏系统的性能,导致系统效率降低和盈利能力下降。本文旨在通过为光伏系统开发一种基于高性能自适应控制方法的新型控制算法来应对这些挑战。即使在存在干扰的情况下,所提出的算法也能有效跟踪设定点并优化功率提取。这项工作的主要贡献在于将这种控制策略专门应用于光伏系统,以实现最佳性能。与传统的控制方法相比,所提出的方法在功率提取效率和降低系统损耗方面有显著改善。此外,该控制算法还能有效确保对设定点的精确跟踪。这些成果凸显了所提算法带来的显著性能提升。总之,所开发的控制算法在优化光伏系统的功率提取和保持精确的设定点跟踪方面性能优越,从而提高了系统效率和盈利能力。
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引用次数: 0
Characterization of Cost-Saving Monofacial PERC Module under Field Conditions in South Korea 韩国现场条件下成本节约的单面PERC模块的表征
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-11-29 DOI: 10.1155/2023/6681252
Sungho Hwang, Hae-seok Lee
The photovoltaic (PV) industry is constantly striving to increase module power output while decreasing costs. Importantly, the performance and reliability of cost-saving products should be evaluated before being launched into the PV market to avoid any unnecessary side effects. This study investigated the performance of a monofacial module employing a cost-saving bifacial cell installed at a carport in South Korea. The bifacial cell reduces costs, compared to monofacial cell, by using a lower quantity of aluminum paste on its rear; consequently, it has become a popular product in the PV industry. The monofacial module employing the bifacial cell showed an improved voltage temperature coefficient and low-light performance over monofacial cell-based module. Our field data highlight three conclusions from the bifacial cell-based module; it showed (1) different voltage temperature coefficients with better performance at lower temperatures, (2) better low-light performance owing to high series resistance, and (3) high current owing to its bifaciality. Notably, under high irradiance and temperature conditions, the bifacial cell performed worse than the monofacial cell. We concluded that this type of cell may perform well under northern European climatic conditions, though further investigation is required to optimize cell performance under various weather conditions.
光伏(PV)行业正在不断努力提高组件功率输出,同时降低成本。重要的是,在投入光伏市场之前,应该对节省成本的产品的性能和可靠性进行评估,以避免任何不必要的副作用。本研究调查了在韩国机场安装的采用节省成本的双面电池的单面模块的性能。与单面电池相比,双面电池通过在背面使用较少数量的铝浆,降低了成本;因此,它已成为光伏行业的热门产品。与基于单面电池的组件相比,采用双面电池的单面模块具有更好的电压温度系数和低光性能。我们的现场数据突出了基于双面细胞的模块的三个结论;它表现出(1)不同的电压温度系数,在较低温度下具有较好的性能;(2)串联电阻高,具有较好的弱光性能;(3)其双面性具有较大的电流。值得注意的是,在高辐照度和高温度条件下,双面电池的性能比单面电池差。我们的结论是,这种类型的电池可能在北欧的气候条件下表现良好,尽管需要进一步的研究来优化电池在各种天气条件下的性能。
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引用次数: 0
Energy Management System for Smart Grid in the Presence of Energy Storage and Photovoltaic Systems 储能和光伏系统存在下的智能电网能量管理系统
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-11-21 DOI: 10.1155/2023/5749756
Alireza Kermani, Amir Mahdi Jamshidi, Zahra Mahdavi, Amir ali Dashtaki, Mohammad Zand, Morteza Azimi Nasab, Tina Samavat, P. Sanjeevikumar, Baseem Khan
Today, the desire to use renewable energy as a source of clean and available energy in the grid has increased. Due to the unpredictable behavior of renewable resources, it is necessary to use energy storage resources in the microgrid structure. The power generation source and the storage source in microgrids should be selected in such a way that it has the ability to respond to the maximum demand in the state connected to the grid and operate independently. In this article, the optimal capacity and economic performance of a microgrid based on photovoltaic and battery system have been investigated. In this way, first, using the iterative optimization method, the optimal microgrid capacity has been obtained. Then, the dynamic planning method has been used for optimal microgrid energy management. The simulation results show the accuracy and efficiency of the proposed solutions. The proposed controller, while automatically and dynamically adapting to the solar cell output changes, is capable of responding to external requests, such as price signals or satisfying power system constraints or operator requests. In addition, the results indicate that by using the proposed energy management system, the microgrid system can regain stability during one to two cycles, during the occurrence of PV system radiation changes as well as ESS charge changes. And also, according to the ESS charge changes, the voltage changes should be within the defined permissible range between 0.95 and 1.05 pu, which is the result of the unique efficiency of the proposed energy management system.
如今,在电网中使用可再生能源作为清洁和可用能源的愿望有所增加。由于可再生资源的不可预测行为,有必要在微网结构中使用储能资源。微电网的发电源和储能源的选择应使其在并网状态下具有响应最大需求的能力并独立运行。本文研究了基于光伏和电池系统的微电网的最优容量和经济性能。这样,首先,采用迭代优化方法,得到最优微网容量。然后,将动态规划方法应用于微网能量优化管理。仿真结果表明了所提方法的准确性和有效性。所提出的控制器在自动动态适应太阳能电池输出变化的同时,能够响应外部要求,如价格信号或满足电力系统约束或操作员的要求。此外,研究结果表明,采用所提出的能量管理系统,在光伏系统辐射变化和ESS电荷变化期间,微网系统可以在1 ~ 2个周期内恢复稳定。此外,根据ESS电荷变化,电压变化应在规定的允许范围内0.95 ~ 1.05 pu,这是所提出的能量管理系统的独特效率的结果。
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引用次数: 0
Temperature Distribution Research on Liquid Packaging Structure of Deep UV LEDs 深紫外led液体封装结构温度分布研究
IF 3.2 4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-11-20 DOI: 10.1155/2023/8012350
Zhenghao Xia, Zuojie Wen, Bingqian Li, Fei Wang, Daming Zhang
By showing a packaged device model with chips, the effects of packaging material, device height, chip spacing, thermal conductivity, and viscosity of silicone oil on temperature distribution of deep ultraviolet (UV) light-emitting diodes (LEDs) were investigated by finite element simulation. The results showed that similar temperature distributions in the horizontal and vertical directions were obtained using different packaging materials including gas, solid, and liquid. The lowest maximum temperature (131.7°C) was obtained with liquid packaging compared to the gas packaging (140.8°C) and solid packing (132.5°C). Accompanied by increasing the device height, the maximum temperature of the liquid packaging structure revealed a more significant drop compared to solid packaging. However, that of gas packaging exhibited a rise and saturation. Larger chip spacing and higher thermal conductivity of silicone oil will dramatically reduce the maximum temperature of the liquid packaging device, and a lower maximum temperature and more uniform temperature distribution were obtained by using a lower viscosity packaging material. Therefore, considering the feasibility of the device process, appropriate liquid packaging structures can be optimized, and the maximum temperature of the liquid packaging structure of 102.8°C has been achieved. Liquid packaging may have a certain impact on the reliability of device sealing due to the current immature technology. For high-power light sources, there may also be a certain impact on their lifespan.
通过采用芯片封装器件模型,采用有限元模拟方法研究了封装材料、器件高度、芯片间距、导热系数和硅油粘度对深紫外发光二极管(led)温度分布的影响。结果表明:不同包装材料(气体、固体和液体)在水平方向和垂直方向上的温度分布相似;与气体包装(140.8°C)和固体包装(132.5°C)相比,液体包装获得的最低最高温度(131.7°C)。随着器件高度的增加,液体包装结构的最高温度比固体包装结构的最高温度下降更为明显。而气体包装则呈现出上升和饱和的趋势。更大的芯片间距和更高的硅油导热系数会显著降低液体封装器件的最高温度,使用更低粘度的封装材料可以获得更低的最高温度和更均匀的温度分布。因此,考虑到器件工艺的可行性,可以优化合适的液体封装结构,实现了液体封装结构的最高温度102.8℃。由于目前技术不成熟,液体封装可能会对器件密封的可靠性产生一定的影响。对于大功率光源,也可能对其寿命有一定的影响。
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引用次数: 0
PSO-ANFIS-Based Energy Management in Hybrid AC/DC Microgrid along with Plugin Electric Vehicle 基于pso - anfiss的混合交直流微电网及插电式电动车能量管理
4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-10-31 DOI: 10.1155/2023/2852972
V. Ashokkumar, C. B. Venkatramanan
This study proposes a hybrid AC/DC microgrid with plugin EVs, leveraging PSO-tuned ANFIS for voltage and power control. With the existing control, which faced challenges such as instability and complexity, the proposed approach is aimed at simplifying control through PSO, efficient power sharing, and reduced sample requirements. This innovative method contributes to improved energy management in hybrid microgrids, bridging existing research gaps. This approach streamlines neural transmission in microgrid control, addressing challenges in distributed generation power, load demand, energy storage system SOC, and AC grid power integration. Notably, the proposed PSO-ANFIS simplifies electric vehicle power references using distinct inputs for each mode, trained through PSO. This methodology is tailored for microgrids with varying power profiles, presenting a promising solution for efficient energy management. The proposed EMS was experimentally verified using MATLAB simulations of a small-scale hybrid AC/DC microgrid for every operating mode. The financial dynamics of a microgrid’s power exchange with the main grid are examined through three distinct methodologies: fuzzy logic, ANFIS (adaptive neurofuzzy inference system), and PSO-ANFIS (ANFIS optimized using particle swarm optimization). In case 1, the PSO-ANFIS approach demonstrates its superiority by achieving the lowest grid purchase power cost of 1995.24 Rs/day compared to fuzzy (2243.63 Rs/day) and ANFIS (2150.45 Rs/day), while also yielding the highest revenue from power selling to the microgrid: PSO-ANFIS (668.84 Rs/day) surpassing fuzzy (536.12 Rs/day) and ANFIS (575.35 Rs/day). Similarly, in case 2, PSO-ANFIS proves its efficiency with the lowest net price of 8619.192 Rs/day, showcasing its effectiveness in optimizing financial dynamics. Furthermore, in case 3, the revenue aligns precisely with net prices, indicating the PSO-ANFIS method’s financial advantage, generating the highest revenue of 6544.0224 Rs/day compared to fuzzy (6025.36 Rs/day) and ANFIS (6153.214 Rs/day). These findings underscore the potential utility of the PSO-ANFIS approach in optimizing microgrid operations and enhancing cost-effectiveness across various scenarios.
本研究提出了一个带有插件电动汽车的混合交流/直流微电网,利用pso调谐的ANFIS进行电压和功率控制。针对现有控制存在的不稳定性和复杂性等问题,本文提出的方法旨在通过粒子群算法简化控制,实现有效的功率共享和降低样本要求。这种创新方法有助于改善混合微电网的能源管理,弥合现有的研究差距。该方法简化了微电网控制中的神经传递,解决了分布式发电、负荷需求、储能系统SOC和交流电网集成等方面的挑战。值得注意的是,所提出的PSO- anfis通过PSO训练,为每种模式使用不同的输入,从而简化了电动汽车的功率参考。这种方法是为具有不同功率分布的微电网量身定制的,为有效的能源管理提供了一个有前途的解决方案。通过MATLAB仿真,对各种运行模式下的小型交直流混合微电网进行了实验验证。通过三种不同的方法来研究微电网与主电网电力交换的财务动态:模糊逻辑、自适应神经模糊推理系统(ANFIS)和PSO-ANFIS(使用粒子群优化的ANFIS)。在案例1中,与模糊(2243.63卢比/天)和ANFIS(2150.45卢比/天)相比,PSO-ANFIS方法实现了最低的电网购买电力成本,为1995.24卢比/天,同时也从向微电网出售电力中获得了最高的收入:PSO-ANFIS(668.84卢比/天)超过模糊(536.12卢比/天)和ANFIS(575.35卢比/天)。同样,在案例2中,PSO-ANFIS以最低的净价8619.192 Rs/天证明了其有效性,显示了其在优化财务动态方面的有效性。此外,在情况3中,收入与净价格精确一致,表明PSO-ANFIS方法的财务优势,与模糊(6025.36卢比/天)和ANFIS(6153.214卢比/天)相比,产生最高的收入6544.0224卢比/天。这些发现强调了PSO-ANFIS方法在优化微电网运行和提高各种情况下的成本效益方面的潜在效用。
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引用次数: 0
Comparative Analysis of Different Control Strategies for Relift Luo Converter 升力变流器不同控制策略的比较分析
4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-10-14 DOI: 10.1155/2023/8505609
R. Banupriya, R. Nagarajan, K. R. N. Kalis
Dual-output DC to DC converters have drawn attention in the domestic, automobile, and industrial domains. A dual-output converter usually provides a voltage step-down channel and a voltage step-up channel. Typically, an automobile needs a battery charging unit, a traction motor drive, and several other applications. A typical application may require two channels of DC output with a low-voltage (LV) channel and a high-voltage (HV) channel. While the generic boost-derived and quadratic boost-derived dual-output converters are available in the literature, this article focuses on the control aspects of a relift type Luo converter-derived dual-output converter (LDDOC). A solar photovoltaic (SPV) source is the main power, and it charges a battery. The LV loads may be connected across the battery, and the relift stage delivers a regulated 48 V output. The regulation of the 48 V output using a PI controller, a fuzzy logic controller, an ANN-based controller, and a sliding mode controller (SMC) has been studied using simulations. The simulations reveal that the sliding mode controller is advantageous because of meeting out the required performance, easy implementation, and low cost. An experimental setup has also been developed to verify the performance of the sliding mode controller for the regulation of the HV channel output voltage at 48 V.
双输出DC - DC变换器在家用、汽车和工业领域受到广泛关注。双输出变换器通常提供电压降压通道和电压升压通道。通常,一辆汽车需要一个电池充电单元、一个牵引电机驱动器和几个其他应用。一个典型的应用可能需要两个直流输出通道,一个低压(LV)通道和一个高压(HV)通道。虽然文献中有通用升压衍生和二次升压衍生双输出变换器,但本文主要关注升压型罗变换器衍生双输出变换器(LDDOC)的控制方面。太阳能光伏(SPV)源是主要电源,并为电池充电。低压负载可以通过电池连接,并且升降级提供调节的48v输出。通过仿真研究了PI控制器、模糊逻辑控制器、基于神经网络的控制器和滑模控制器(SMC)对48v输出的调节。仿真结果表明,滑模控制器具有满足要求的性能、实现简单、成本低等优点。还建立了一个实验装置来验证滑模控制器在48 V时调节高压通道输出电压的性能。
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引用次数: 0
Application of Deep Learning to the Prediction of Solar Irradiance through Missing Data 深度学习在缺失数据预测太阳辐照度中的应用
4区 工程技术 Q3 CHEMISTRY, PHYSICAL Pub Date : 2023-09-22 DOI: 10.1155/2023/4717110
R. Girimurugan, P. Selvaraju, Prabahar Jeevanandam, M. Vadivukarassi, S. Subhashini, N. Selvam, S. K. Hasane Ahammad, S. Mayakannan, Selvakumar Kuppusamy Vaithilingam
The task of predicting solar irradiance is critical in the development of renewable energy sources. This research is aimed at predicting the photovoltaic plant’s irradiance or power and serving as a standard for grid stability. In practical situations, missing data can drastically diminish prediction precision. Meanwhile, it is tough to pick an appropriate imputation approach before modeling because of not knowing the distribution of datasets. Furthermore, not all datasets benefit equally from using the same imputation technique. This research suggests utilizing a recurrent neural network (RNN) equipped with an adaptive neural imputation module (ANIM) to estimate direct solar irradiance when some data is missing. Without imputed information, the typical projects’ imminent 4-hour irradiance depends on gaps in antique climatic and irradiation records. The projected model is evaluated on the widely available information by simulating missing data in each input series. The performance model is assessed alternative imputation techniques under a range of missing rates and input parameters. The outcomes prove that the suggested methods perform better than competing strategies when measured by various criteria. Moreover, combine the methodology with the attentive mechanism and invent that it excels in low-light conditions.
预测太阳辐照度的任务对可再生能源的发展至关重要。这项研究旨在预测光伏电站的辐照度或功率,并作为电网稳定性的标准。在实际情况下,数据缺失会大大降低预测精度。同时,由于不知道数据集的分布情况,在建模之前很难选择合适的插值方法。此外,并不是所有的数据集都能从使用相同的输入技术中获得相同的收益。本研究建议在数据缺失的情况下,利用配备自适应神经输入模块(ANIM)的递归神经网络(RNN)来估计太阳直射度。在没有输入信息的情况下,典型工程即将到来的4小时辐照度取决于古代气候和辐照记录的空白。投影模型通过模拟每个输入序列中的缺失数据来评估广泛可用的信息。在一系列缺失率和输入参数下,评估了性能模型的替代imputation技术。结果表明,在各种标准下,所提出的方法都优于竞争策略。此外,将该方法与注意机制相结合,发现它在弱光条件下表现出色。
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引用次数: 0
期刊
International Journal of Photoenergy
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