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Exploring drivers of behavioral willingness to use clean energy to reduce environmental emissions in rural China: An extension of the UTAUT2 model 探索中国农村地区使用清洁能源减少环境排放的行为意愿驱动因素:UTAUT2模型的扩展
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0211668
S. Yin, Yiran Wang, Yijie Liu, Shuo Wang
In the context of the dual-carbon target, the adoption of clean energy in rural areas is an important basis for achieving effective carbon reduction in rural areas. On the basis of the Unified Theory of Technology Acceptance and Use (UTAUT2), this study uses structural equation modeling to investigate the influencing factors of rural clean energy adoption behavior. The results are as follows: (1) Both the expected effect of rural clean energy's adoption and adoption behavior are positively correlated with intention to adopt rural clean energy, whereas the rest are negatively correlated. The willingness to adopt clean energy has the greatest impact on clean energy adoption behavior in rural areas. (2) The expected effect of clean energy's adoption, subjective norms related to clean energy's adoption, facilitation of clean energy adoption support, and habits related to clean energy adoption have partial mediating effects on the impact of clean energy adoption intention. The reliability of clean energy's adoption has a full mediating effect on the impact of clean energy adoption intention. The perceived value of clean energy adoption has no significant mediating effect on the intention to adopt clean energy. (3) Age has a significant moderating effect on perceived value, related behaviors, and intention related to adopting clean energy; education level has no significant moderating effects on facilitation support or intention to adopt clean energy; and region has no significant moderating effects on facilitation support or adoption intention.
在双碳目标的背景下,农村地区采用清洁能源是实现农村地区有效减碳的重要基础。本研究以技术接受与使用统一理论(UTAUT2)为基础,采用结构方程模型研究农村清洁能源采用行为的影响因素。研究结果如下(1)农村清洁能源采用的预期效果和采用行为均与农村清洁能源采用意愿正相关,而其他因素均与农村清洁能源采用行为负相关。采用清洁能源的意愿对农村清洁能源采用行为的影响最大。(2)清洁能源采用的预期效应、与清洁能源采用相关的主观规范、清洁能源采用的便利支持和与清洁能源采用相关的习惯对清洁能源采用意向的影响具有部分中介效应。采用清洁能源的可靠性对清洁能源采用意向的影响具有完全中介效应。采用清洁能源的感知价值对清洁能源采用意向没有显著的中介效应。(3) 年龄对感知价值、相关行为和采用清洁能源的意向有明显的调节作用;教育程度对促进支持和采用清洁能源的意向没有明显的调节作用;地区对促进支持和采用意向没有明显的调节作用。
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引用次数: 0
Environmental and performance impacts of 2-ethylhexyl nitrate and ethanol in diesel blends: A comprehensive study 2- 乙基己基硝酸酯和乙醇在柴油混合燃料中对环境和性能的影响:综合研究
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0199235
M. H. Salmani, Inayat Hussain, Sanaur Rehman, Himansh Kumar
This study investigates the performance and emissions of a compression ignition engine fueled with blends of ethanol and petroleum diesel with 2-EHN (2 ethylhexyl nitrate) as a cetane improver. Three blends, named E20 (20% ethanol with 80% diesel), E20A (20% ethanol, 0.1% 2-EHN, and 79.9% petroleum diesel), E20B (20% ethanol, 0.2% 2-EHN, and 79.8% petroleum diesel), and petroleum diesel were analyzed for their brake thermal efficiency (BTHE), specific fuel consumption, net heat release rate, indicated thermal efficiency, and emissions of carbon monoxide (CO), CO2, hydrocarbon (HC), and NOx. The experiments were conducted at variable loading conditions and at compression ratio of 16.5. Results showed that at no load conditions, petroleum diesel exhibited higher indicated power (IP) compared to E20, E20A, and E20B. However, at full load conditions, blend E20B showed higher IP compared to petroleum diesel, E20, and E20A. The blend E20B at a compression ratio of 16.5 showed the highest BTHE of 27%, compared to petroleum diesel (25%) under full load conditions, making it a better performing fuel. However, at higher loads and compression ratio of 16.5, the blends E20A and E20B exhibited emissions of CO, HC, CO2, and NOx that were significantly higher than diesel and E20 at all load conditions. Specifically, at full load conditions and compression ratio of 16.5, the emissions for each fuel were as follows: CO emission for E20, E20A, and E20B was around 0.01%, much less than petroleum diesel (0.1%); HC emission for E20 (15 ppm), E20A (17 ppm), E20B (10 ppm) was much higher than petroleum diesel (2.5 ppm); CO2 emission for E20, E20A, and E20B was about 13% less than petroleum diesel (15%); and NOx emission for E20, E20A, and E20B was around 150 ppm, comparable with petroleum diesel (140 ppm). These results imply that further improvements are required in using ethanol blended alternate fuel in diesel engines with 2-EHN (cetane improver) to reduce emissions with improved performance.
本研究调查了使用乙醇和石油柴油的混合物(以 2-EHN(2-乙基己基硝酸酯)作为十六烷值改进剂)作为燃料的压燃式发动机的性能和排放情况。实验分析了三种混合燃料(E20(20% 乙醇和 80% 柴油)、E20A(20% 乙醇、0.1% 2-EHN 和 79.9% 石油柴油)、E20B(20% 乙醇、0.2% 2-EHN 和 79.8% 石油柴油))和石油柴油的制动热效率 (BTHE)、特定燃料消耗量、净放热率、指示热效率以及一氧化碳 (CO)、二氧化碳 (CO2)、碳氢化合物 (HC) 和氮氧化物的排放量。实验在不同负载条件和 16.5 压缩比下进行。结果表明,在空载条件下,与 E20、E20A 和 E20B 相比,石油柴油的指示功率(IP)更高。然而,在满负荷条件下,与石油柴油、E20 和 E20A 相比,混合燃料 E20B 的指示功率更高。在压缩比为 16.5 时,混合燃料 E20B 的 BTHE 最高,为 27%,而石油柴油在满负荷条件下的 BTHE 为 25%,因此混合燃料 E20B 的性能更好。然而,在较高负荷和压缩比为 16.5 时,E20A 和 E20B 混合物在所有负荷条件下的 CO、HC、CO2 和 NOx 排放量都明显高于柴油和 E20。具体来说,在满负荷和压缩比为 16.5 的条件下,每种燃料的排放量如下:E20、E20A 和 E20B 的 CO 排放量约为 0.01%,远低于石油柴油(0.1%);E20(15 ppm)、E20A(17 ppm)和 E20B(10 ppm)的 HC 排放量远高于石油柴油(2.5 ppm);E20、E20A 和 E20B 的二氧化碳排放量比石油柴油(15%)少约 13%;E20、E20A 和 E20B 的氮氧化物排放量约为 150 ppm,与石油柴油(140 ppm)相当。这些结果表明,在柴油发动机中使用添加 2-EHN(十六烷值改进剂)的乙醇混合替代燃料需要进一步改进,以减少排放并提高性能。
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引用次数: 0
Wind plant wake losses: Disconnect between turbine actuation and control of plant wakes with engineering wake models 风力发电厂尾流损失:涡轮机驱动与利用工程尾流模型控制电站尾流之间的脱节
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0207013
R. Scott, Nicholas Hamilton, R. B. Cal, Patrick Moriarty
Wake losses from neighboring plants may become a major factor in wind plant design and control as additional plants are constructed in areas with high wind resource availability. Because plant wakes span a large range of physical scales, from turbine rotor diameter to tens of kilometers, it is unclear whether conventional wake models or turbine control strategies are effective at the plant scale. Wake steering and axial induction control are evaluated in the current work as means of reducing the impact of neighboring wind plants on power and levelized cost of electricity. FLOw Redirection and Induction in Steady State (FLORIS) simulations were performed with the Gauss–Curl Hybrid and TurbOPark wake models as well as two operation and maintenance models to investigate control setpoint sensitivity to wake representation and economic factors. Both wake models estimate losses across a range of atmospheric conditions, although the wake loss magnitude is dependent on the wake model. Annual energy production and levelized cost of electricity are driven by wind direction frequency, with frequently aligned plants experiencing the greatest losses. However, both wake steering and axial induction are unable to mitigate the impact of upstream plants. Wake steering is constrained by plant geometry, since wake displacement is much less than the plant wake width, while axial induction requires curtailing the majority of turbines in upstream plants. Individual turbine strategies are limited by their effective scale and model representation. New wake models that include plant-scale physics are needed to facilitate the design of effective plant wake control strategies.
随着在风力资源丰富的地区建造更多的风力发电厂,邻近发电厂的唤醒损失可能会成为风力发电厂设计和控制的主要因素。由于风力发电厂的风浪物理范围很大,从涡轮机转子直径到数十公里,因此尚不清楚传统的风浪模型或涡轮机控制策略在风力发电厂范围内是否有效。目前的研究对风浪转向和轴向感应控制进行了评估,以减少邻近风力发电厂对电力和平准化电力成本的影响。利用高斯-库尔混合唤醒模型和 TurbOPark 唤醒模型,以及两个运行和维护模型,对稳定状态下的唤醒转向和感应(FLORIS)进行了模拟,以研究控制设定点对唤醒表示和经济因素的敏感性。尽管唤醒损失的大小取决于唤醒模型,但两种唤醒模型都能估算出各种大气条件下的损失。年发电量和平准化电力成本受风向频率的影响,风向频繁的发电厂损失最大。然而,尾流转向和轴向感应都无法减轻上游电厂的影响。唤醒转向受到电厂几何形状的限制,因为唤醒位移远小于电厂唤醒宽度,而轴向诱导则需要削减上游电厂的大部分涡轮机。单个涡轮机策略受限于其有效规模和模型表示。需要建立包含电厂尺度物理特性的新型唤醒模型,以便设计有效的电厂唤醒控制策略。
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引用次数: 0
Optimization study on airfoil aerodynamic performance with local indentation treatment based on drainage characteristics of dolphin fluke 基于鲯鳅排水特性的局部压痕处理机翼气动性能优化研究
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0210265
Shen-Hui Huang, Ying Wang
Enhancing the aerodynamic performance of airfoils is the key to optimizing the energy harvesting efficiency of rotating machinery such as wind turbines. Motivated by the bowl-shaped outline of the dolphin's fluke during the propulsion process, this paper proposes a local indentation method that generates a concave region on the pressure surface of the airfoil. The NACA 0018 airfoil is selected as the reference airfoil, and two types of treatments are applied near the trailing edge point: rigid deformation and flexible deformation. Based on the grid quantity independence and experimental results validation, the results demonstrate that compared with the original airfoil, the local indentation method can modify the pressure distribution of the indentation section itself and optimize the airfoil's overall aerodynamic performance. The lift coefficient of the whole airfoil increases gradually with the rise in the indentation depth and reaches a stable value eventually. Quantitative results reveal that when the indentation depth D = 0.020c, the lift coefficient of the whole airfoil can increase by up to 26.27%; when the indentation depth D = 0.010c, the airfoil's lift-to-drag ratio reaches the maximum, which is 16.39% higher than that of the original airfoil. When replacing the rigid indentation section with a flexible medium, the fluid flowing over the pressure surface interacts with the flexible medium. The method of local indentation proposed in this paper can provide valuable reference for optimizing the aerodynamic profile of airfoils and improving the energy harvesting efficiency of wind turbines.
提高机翼的空气动力性能是优化风力涡轮机等旋转机械能量收集效率的关键。本文以海豚在推进过程中的鳍侥幸的碗状轮廓为灵感,提出了一种在机翼压力面上产生凹面区域的局部压痕方法。选取 NACA 0018 翼面作为参考翼面,在后缘点附近采用两种处理方式:刚性变形和柔性变形。基于网格量独立性和实验结果验证,结果表明与原始机翼相比,局部压痕方法可以改变压痕部分自身的压力分布,优化机翼的整体气动性能。整个机翼的升力系数随着压痕深度的增加而逐渐增大,并最终达到一个稳定值。定量结果表明,当压痕深度 D = 0.020c 时,整个机翼的升力系数最多可提高 26.27%;当压痕深度 D = 0.010c 时,机翼的升阻比达到最大值,比原机翼的升阻比提高了 16.39%。当用柔性介质代替刚性压痕部分时,流过压力面的流体与柔性介质相互作用。本文提出的局部压痕方法可为优化机翼气动外形和提高风力发电机的能量收集效率提供有价值的参考。
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引用次数: 0
Enhancing biomethane yield from food waste through surfactant-assisted mechanical pretreatment: An optimization approach 通过表面活性剂辅助机械预处理提高厨余生物甲烷产量:优化方法
IF 1.9 4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2024-07-01 DOI: 10.1063/5.0207515
M. C. Eniyan, M. Edwin, J. R. Banu
In the present investigation, the response surface methodology-based central composite design (RSM-CCD) was used to model the potential of improving the solubilization of food waste through surfactant-assisted homogenization pretreatment (SAHP). RSM-CCD models were investigated based on homogenization speed and time for HP, surfactant dosage, and homogenization time at optimized homogenization speed by HP for SAHP input parameters and chemical oxygen demand (COD) solubilization (CODsol) as response parameters. HP optimum condition was 7020 rpm, 9.9 min to attain 11.6% solubilization with 292.8 kJ/kg total solid (TS) specific energy consumption (ESp). On the other hand, 19.9% CODsol was obtained in the SAHP under optimum conditions of 6.3 μl and 3.7 min, with ESp of 116.2 kJ/kg TS, respectively. The CODsol increment and ESp decrease by 176.2 kJ/kg TS indicate the significance of combined pretreatment and synergistic action of surfactant. Eventually, the maximum biomethane generation was found in SAHP as 67 ml/gCOD, higher than that of HP (40 ml/gCOD) and without pretreatment samples (17 ml/gCOD), respectively.
本研究采用基于响应面方法学的中央复合设计(RSM-CCD)来模拟通过表面活性剂辅助均质预处理(SAHP)提高厨余溶解度的潜力。RSM-CCD 模型以 HP 的均质化速度和时间、表面活性剂用量和 HP 优化均质化速度下的均质化时间为 SAHP 输入参数,以化学需氧量(COD)溶解度(CODsol)为响应参数进行了研究。HP 的最佳条件为 7020 转/分、9.9 分钟,以 292.8 千焦/千克总固体(TS)的比能耗(ESp)达到 11.6% 的增溶率。另一方面,在 6.3 μl 和 3.7 分钟的最佳条件下,SAHP 可获得 19.9% 的 CODsol,ESp 分别为 116.2 kJ/kg TS。CODsol 增加和 ESp 降低 176.2 kJ/kg TS 表明了联合预处理和表面活性剂协同作用的重要性。最终,SAHP 的生物甲烷生成量最大,达到 67 毫升/克 COD,分别高于 HP 样品(40 毫升/克 COD)和未经预处理的样品(17 毫升/克 COD)。
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引用次数: 0
Effect of an abrupt rough-to-smooth surface roughness transition on wind farm wakes: An LES and analytical modeling study 粗糙到光滑表面粗糙度的突然转变对风电场波浪的影响:LES 和分析模型研究
IF 2.5 4区 工程技术 Q2 Energy Pub Date : 2024-05-01 DOI: 10.1063/5.0202733
Naveen N. Kethavath, N. Ghaisas
Large-eddy simulations (LES) are performed on the flow over a wind farm sited behind an abrupt rough-to-smooth surface roughness jump. The change in surface roughness affects both the first-order and second-order turbulent statistics. The usual deficit, i.e., the difference between the velocities upstream of the entire wind farm and downstream of a turbine, attains negative values close to the ground, which makes it difficult for modeling within the usual Gaussian radial-shape framework. A different definition, i.e., the difference in velocity at the same location with and without a turbine on a heterogeneous surface, is always positive and is amenable to Gaussian shape-based modeling. For the setup considered here, wind farms sited downstream of a surface roughness jump produce more power than a wind farm sited on a homogeneously rough surface. This increase is primarily because of the larger power generated by the downstream turbines and only slightly due to the increased power of the first-row turbine. The farm performance is affected by the distance between the abrupt change in surface roughness and the position of the first row of turbines. The wind farm performance is also dependent on the aerodynamic roughness upstream of the surface roughness jump. Two single-turbine analytical models and three wake-merging strategies are evaluated for their ability to predict the velocity deficits. A corrected form of the standard Gaussian model with a recently proposed wake-merging methodology, applicable for a varying background field, is found to be insensitive to the tunable model parameter and is consistently in line with the LES results.
对位于粗糙表面到光滑表面粗糙度突然跃变后的风电场上空的气流进行了大涡流模拟(LES)。表面粗糙度的变化会影响一阶和二阶湍流统计量。通常的赤字,即整个风场上游与涡轮机下游的速度之差,在接近地面时为负值,这使得在通常的高斯径向形状框架内建模变得困难。而不同的定义,即在异质表面上有涡轮机和没有涡轮机的同一位置上的速度差,总是正值,适合基于高斯形状的建模。就本文所考虑的设置而言,位于表面粗糙度跃迁下游的风电场比位于均匀粗糙表面的风电场产生更多的电能。功率增加的主要原因是下游涡轮机产生了更大的功率,只有第一排涡轮机的功率略有增加。风场性能受表面粗糙度突变与第一排涡轮机位置之间距离的影响。风场性能还取决于表面粗糙度跃变上游的空气动力粗糙度。对两个单涡轮机分析模型和三种尾流合并策略预测速度缺陷的能力进行了评估。结果发现,标准高斯模型的修正形式与最近提出的尾流合并方法适用于变化的背景场,对可调模型参数不敏感,并且与 LES 结果一致。
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引用次数: 0
A scientometrics analysis and visualization of the ecological impact of photovoltaic projects 光伏项目生态影响的科学计量学分析和可视化
IF 2.5 4区 工程技术 Q2 Energy Pub Date : 2024-05-01 DOI: 10.1063/5.0203786
Jiawei Shi, Jiayue Yu, Jinjin Guan
The topic of global climate change has heated up in recent years, and other environmental and energy-related challenges have been continuously gaining attention. At the same time, the concept of sustainable development and carbon-neutral strategies have emerged. Photovoltaic electricity is strongly promoted by pertinent policies as a high-quality substitute for conventional energy sources. Meanwhile, the potential ecological impacts of photovoltaic (PV) projects should also be noted. Currently, there is a lack of comprehensive research on the ecological impact of photovoltaic projects. It is of great necessity to summarize the research status and future trends of this topic from the perspective of a literature review. Therefore, a scientometrics analysis and visualization of the ecological impact of photovoltaic projects was conducted in this study, using CiteSpace as the visualization tool. Web of Science and Scopus were selected as the databases, and the retrieved articles were analyzed using co-occurrence and cluster analysis to discover hot research subjects and evolving trends, as well as to examine institutional, national, and author collaborations. The results help in the present study field of the ecological effect of photovoltaic projects in identifying and understanding trends and patterns. This study offers theoretical support for PV site selection and ecological protection nearby. It can also motivate academics, politicians, institutions, and governments to formulate ecologically friendly roadmaps and regimes in balancing PV development and ecological protection.
近年来,全球气候变化话题不断升温,其他与环境和能源相关的挑战也持续受到关注。与此同时,可持续发展理念和碳中和战略也应运而生。光伏发电作为传统能源的优质替代品,受到相关政策的大力推动。与此同时,光伏发电项目对生态环境的潜在影响也值得关注。目前,对光伏项目的生态影响还缺乏全面的研究。从文献综述的角度总结该课题的研究现状和未来趋势十分必要。因此,本研究使用 CiteSpace 作为可视化工具,对光伏项目的生态影响进行了科学计量学分析和可视化。本研究选择了 Web of Science 和 Scopus 作为数据库,并使用共现分析和聚类分析对检索到的文章进行了分析,以发现热门研究课题和不断变化的趋势,并考察机构、国家和作者的合作情况。研究结果有助于光伏项目生态效应这一研究领域识别和理解趋势与模式。这项研究为光伏选址和附近的生态保护提供了理论支持。它还能激励学术界、政治家、机构和政府制定生态友好型路线图和制度,以平衡光伏发展和生态保护。
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引用次数: 0
An in-depth exploration of recent advances and promising outlooks in biogas production 深入探讨沼气生产的最新进展和美好前景
IF 2.5 4区 工程技术 Q2 Energy Pub Date : 2024-05-01 DOI: 10.1063/5.0174272
Antonio Felipe da Silva Rodrigues, M. B. Sales, Ana K. de S. Braz, Viviane de C. Bizerra, P. D. S. Sousa, Rita K. C. de Lima, Artemis P. Guimarães, Maria C. M. de Souza, Ada A. S. Lopes, Paulo G. de S. Junior, F. S. Neto, R. Melo, Robert Valerio, Antônio L. G. Cavalcante, A. M. D. S. Lima, J. Serpa, M. Rios, Maria do Socorro Vale, José C. S. dos Santos
Biogas is a product composed of a mixture of gases resulting from the biological decomposition of organic material, consisting primarily of methane gas and carbon dioxide, besides smaller amounts of other gases. The current study aims to comprehensively analyze waste-based biogas production to ensure sustainability in the biofuel production process. An advanced systematic bibliometric analysis using keywords, co-citations, and bibliographic coupling analysis was performed on 641 peer-reviewed articles from Web of Science to conclude this goal further. This analysis covers the period from 2000 to 2022, a little more than 20 years. The methodology used reveals several themes that have been identified and addressed in the articles: (1) the importance of the topic in academia by country in which they were analyzed; (2) sectors contributing to biofuel production; (3) equipment used in biofuel production; (4) the most cited waste sources in the database; (5) application purpose of biogas; (6) relevance of other energy sources; (7) areas of interest where biofuels are used; and (8) a comparison between the energy production capacity and the number of publications on the topic by country. Furthermore, the potentials, limitations, perspectives, and future trends highlighted to improve the production process are also considered. Therefore, the conclusion is that organic waste can be used in the sustainable production of goods with added value for society.
沼气是有机物经生物分解后产生的气体混合物,主要由甲烷气体和二氧化碳组成,此外还有少量其他气体。本研究旨在全面分析基于废物的沼气生产,以确保生物燃料生产过程的可持续性。为了进一步实现这一目标,我们对 Web of Science 中的 641 篇同行评议文章进行了先进的系统文献计量分析,使用了关键词、共同引用和文献耦合分析。该分析的时间跨度为 2000 年至 2022 年,即 20 多年。所使用的方法揭示了文章中已确定和涉及的几个主题:(1)按分析国家分列的该主题在学术界的重要性;(2)有助于生物燃料生产的部门;(3)生物燃料生产中使用的设备;(4)数据库中引用最多的废物来源;(5)沼气的应用目的;(6)其他能源的相关性;(7)使用生物燃料的相关领域;以及(8)按国家分列的能源生产能力与该主题出版物数量之间的比较。此外,还考虑了为改进生产过程而强调的潜力、局限性、前景和未来趋势。因此,结论是有机废物可用于可持续生产,为社会带来附加值。
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引用次数: 0
Ancillary services from wind and solar energy in modern power grids: A comprehensive review and simulation study 现代电网中的风能和太阳能辅助服务:全面回顾与模拟研究
IF 2.5 4区 工程技术 Q2 Energy Pub Date : 2024-05-01 DOI: 10.1063/5.0206835
Kaleem Ullah, Majid Ali Tunio, Zahid Ullah, Muhammad Talha Ejaz, Muhammad Junaid Anwar, Muhammad Ahsan, Ritesh Tandon
Renewable energy sources like wind and solar have increased demand for surplus power capacity. The demand is primarily fueled by the growing impact of forecasting errors associated with these intermittent energy sources. Implementing advanced control methods for automatic generation control (AGC) is essential to integrate wind and solar power with conventional generation sources to balance the power system and reduce reliance on traditional reserves. Therefore, this paper comprehensively overviews solar and wind energy integration in the AGC framework to provide optimal grid ancillary services. Initially, the paper presents an overview of the basic equations used to integrate reserve power from the photovoltaic (PV) system by employing the de-loading strategy. Subsequently, a comprehensive review is conducted on integrating the PV system in AGC strategies to provide grid ancillary services. The study also analyzes the contribution of wind power in AGC services using relevant equations and past practices. The paper presents a real-time dynamic control strategy to optimize the dispatch of the AGC unit by integrating the operating reserves from wind energy systems in conjunction with thermal power systems. The study simulates an 8-bus, 5-machine model using the Dig-SILENT Power Factory. The findings reveal that utilizing operating reserves from wind power can significantly reduce large-scale forecasting errors in massively renewable energy resources (RES) integrated power systems, thereby ensuring the necessary system operational security and reducing the reliance on traditional generating units.
风能和太阳能等可再生能源增加了对剩余发电能力的需求。造成这种需求的主要原因是,与这些间歇性能源相关的预测误差的影响越来越大。实施先进的自动发电控制 (AGC) 控制方法对于将风能和太阳能与传统发电资源整合以平衡电力系统和减少对传统储备的依赖至关重要。因此,本文全面概述了 AGC 框架下的太阳能和风能集成,以提供最佳电网辅助服务。首先,本文概述了采用去负载策略整合光伏系统储备电力的基本方程。随后,全面回顾了将光伏系统纳入 AGC 策略以提供电网辅助服务的情况。研究还利用相关方程和以往实践分析了风能在 AGC 服务中的贡献。论文提出了一种实时动态控制策略,通过整合风能系统与火电系统的运行储备来优化 AGC 机组的调度。研究使用 Dig-SILENT Power Factory 模拟了一个 8 总线、5 台机器的模型。研究结果表明,在大规模可再生能源(RES)集成电力系统中,利用风力发电的运行储备可以显著减少大规模预测误差,从而确保必要的系统运行安全,减少对传统发电机组的依赖。
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引用次数: 0
Low-carbon economic operation strategy for multi-agent integrated energy system considering uncertainty of renewable energy power generation 考虑可再生能源发电不确定性的多代理综合能源系统低碳经济运行策略
IF 2.5 4区 工程技术 Q2 Energy Pub Date : 2024-05-01 DOI: 10.1063/5.0210023
Lin Liu, Xilong Yao, Yunfei Han, Xiaoyan Qi
The uncertainty of renewable energy output threatens the operation safety of multi-agent integrated energy system (MAIES), which makes it difficult to balance the low-carbon economic operation demands of various stakeholders. However, the existing research solely focuses on the operational strategy of multi-agent game involving integrated energy suppliers and users in deterministic scenarios, overlooking the complementary supporting role and game interaction of shared energy storage and wind farm as independent entities of interest under the instability of renewable energy power generation. Hence, this paper first establishes the optimal operation models for integrated energy system operator (IESO), user aggregator (UA), shared energy storage operator (SESO), and wind farm operator (WFO) considering the stepped carbon trading. Second, in the face of the actual situation of uncertainty of photovoltaic and wind power output, fuzzy chance-constrained programming is adopted for processing. Then, a bi-layer game equilibrium model with IESO as a leader and UA, SESO, and WFO as followers is proposed, and the existence and uniqueness of Stackelberg equilibrium solution are proved. Finally, simulation calculation is carried out based on the YALMIP toolbox in the Matlab R2023a software, and the improved particle swarm optimization algorithm and CPLEX solver are used to solve the model. The results demonstrate that the participation of SESO and WFO as independent stakeholders in the game interaction can improve the economic and environmental benefits of MAIES. The iterative optimization of demand response subsidy prices can effectively motivate users to participate in demand response, improve the ability of MAIES to cope with the uncertain risks of renewable energy generation and load, and reduce the power grid dispatch pressure.
可再生能源输出的不确定性威胁着多主体综合能源系统(MAIES)的运行安全,难以平衡各利益相关方的低碳经济运行需求。然而,现有研究仅关注确定性情景下综合能源供应方与用户多主体博弈的运行策略,忽视了共享储能与风电场作为独立利益主体在可再生能源发电不稳定性下的互补支撑作用与博弈互动。因此,本文首先建立了考虑阶梯碳交易的综合能源系统运营商(IESO)、用户聚合商(UA)、共享储能运营商(SESO)和风电场运营商(WFO)的最优运营模型。其次,面对光伏和风电输出功率不确定的实际情况,采用模糊机会约束编程进行处理。然后,提出了以 IESO 为领导者,UA、SESO 和 WFO 为追随者的双层博弈均衡模型,并证明了 Stackelberg 均衡解的存在性和唯一性。最后,基于 Matlab R2023a 软件中的 YALMIP 工具箱进行了仿真计算,并使用改进的粒子群优化算法和 CPLEX 求解器对模型进行了求解。结果表明,SESO 和 WFO 作为独立的利益相关者参与博弈互动,可以提高 MAIES 的经济和环境效益。需求响应补贴价格的迭代优化可以有效激励用户参与需求响应,提高 MAIES 应对可再生能源发电和负荷不确定性风险的能力,减轻电网调度压力。
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Journal of Renewable and Sustainable Energy
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