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Research on Clustering Equivalent Modeling of Large-Scale Photovoltaic Power Plants 被引量:5
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作者 Fei Li Yao Huang +2 位作者 Fan Wu Yang Liu Xing Zhang 《Chinese Journal of Electrical Engineering》 CSCD 2018年第4期80-85,共6页
There are dozens or hundreds of grid-connected inverters for large-scale photovoltaic power plants.In order to facilitate the study of the impact that large-scale photovoltaic power plants have on the power system whi... There are dozens or hundreds of grid-connected inverters for large-scale photovoltaic power plants.In order to facilitate the study of the impact that large-scale photovoltaic power plants have on the power system while avoiding the need to establish a detailed model for each inverter,it is necessary to establish the equivalent model of large-scale photovoltaic power plants.Power generation units of the same type are combined by K-means clustering algorithm to reduce the simulation scale in number.According to the actual data of Shenmu large-scale grid-connected photovoltaic power station,employing RT-LAB software is used to conduct simulation verification and error analysis.The simulation results verify the proposed clustering equivalent modeling method is effective and can accurately track photovoltaic power station’s dynamic characteristics. 展开更多
关键词 photovoltaic power plant INVERTER clustering equivalent dynamic RT-LAB
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Seasonal Performance of Solar Power Plants in the Sahel Region: A Study in Senegal, West Africa
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作者 Serigne Abdoul Aziz Niang Mamadou Simina Drame +4 位作者 Astou Sarr Mame Diarra Toure Ahmed Gueye Seydina Oumar Ndiaye Kharouna Talla 《Smart Grid and Renewable Energy》 2024年第2期79-97,共19页
The main objective of this study is to evaluate the seasonal performance of 20 MW solar power plants in Senegal. The analysis revealed notable seasonal variations in the performance of all stations. The most significa... The main objective of this study is to evaluate the seasonal performance of 20 MW solar power plants in Senegal. The analysis revealed notable seasonal variations in the performance of all stations. The most significant yields are recorded in spring, autumn and winter, with values ranging from 5 to 7.51 kWh/kWp/day for the reference yield and 4.02 to 7.58 kWh/kWp/day for the final yield. These fluctuations are associated with intense solar activity during the dry season and clear skies, indicating peak production. Conversely, minimum values are recorded during the rainy season from June to September, with a final yield of 3.86 kWh/kW/day due to dust, clouds and high temperatures. The performance ratio analysis shows seasonal dynamics throughout the year with rates ranging from 77.40% to 95.79%, reinforcing reliability and optimal utilization of installed capacity. The results of the capacity factor vary significantly, with March, April, May, and sometimes October standing out as periods of optimal performance, with 16% for Kahone, 16% for Bokhol, 18% for Malicounda and 23% for Sakal. Total losses from solar power plants show similar seasonal trends standing out for high loss levels from June to July, reaching up to 3.35 kWh/kWp/day in June. However, using solar trackers at Sakal has increased production by up to 25%, demonstrating the operational stability of this innovative technology compared with the plants fixed panel. Finally, comparing these results with international studies confirms the outstanding efficiency of Senegalese solar power plants, other installations around the world. 展开更多
关键词 Performance Study photovoltaic power plant Season Variations Senegal
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Study of the Impact of Grid Disconnections on the Production of a Photovoltaic Solar Power Plant: Case of Diamniadio Power Plant
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作者 Amadou Ndiaye Mohamed Cherif Aidara +1 位作者 Amy Mbaye Mamadou Lamine Ndiaye 《Journal of Power and Energy Engineering》 2023年第6期16-25,共10页
Today, renewable energy projects connected to the interconnected network, with powers of the order of tens of megawatts, are more and more numerous in sub-Saharan Africa. And financing these investments requires a rel... Today, renewable energy projects connected to the interconnected network, with powers of the order of tens of megawatts, are more and more numerous in sub-Saharan Africa. And financing these investments requires a reliable amortization schedule. In the context of photovoltaic systems connected to the interconnected electricity grid, the quintessence of damping is the amount of energy injected into the grid. Thus it is fundamental to know the parameters of this network and their variation. This paper presents an evaluation of the impact of power grid disturbances on the performance of a solar PV plant under real conditions. The CICAD photovoltaic solar plant, connected to the Senelec distribution network, with an installed capacity of 2 MWp is the study setting. An energy audit of the plant is carried out. Then the percentage of each loss is determined: voltage drops, module degradation, inverter efficiency. The duration of each disconnection is measured and recorded daily. The corresponding quantity of lost energy is thus calculated from meteorological data (irradiation, temperature, wind speed, illumination) recorded by the measurement unit in one-minute steps. The observation period is three months. The total duration of disconnections related to the instability of the electrical network during the study period is 46.7 hours. The amount of energy lost is estimated at 22.6 MWh. This represents 2.4% of the actual calculated production. 展开更多
关键词 photovoltaic power plant Disconnections Network Evaluation Lost En-ergy
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Choice of Site for the Installation of Photovoltaic Solar Power Plants in Senegal: Consequences on Electricity Production 被引量:1
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作者 Mactar Faye Ababacar Thiam 《Journal of Power and Energy Engineering》 2017年第12期109-118,共10页
A theoretical analysis of the electricity production of a photovoltaic solar power plant of 22 MW for different sites in Senegal is presented. The study is carried out in two coastal regions (Dakar and Saint-Louis) an... A theoretical analysis of the electricity production of a photovoltaic solar power plant of 22 MW for different sites in Senegal is presented. The study is carried out in two coastal regions (Dakar and Saint-Louis) and two continental regions (Mbacké and Linguère). This study is done using the RET Screen clean energy project management software climate data. The amount of electricity exported to the grid is calculated for each site. The results show that the climatic conditions of the coastal and continental regions are different from November to June. From July to October, which corresponds to the rainy season in Senegal, the climatic conditions of the coastal and continental regions are similar. The results also show that although the efficiency of photovoltaic modules is better on the coast, electricity production varies little from one site to another. Climate conditions in Senegal therefore have no impact on electricity production. 展开更多
关键词 photovoltaic Solar power plant CLIMATIC Conditions Electricity Production COASTAL ZONE CONTINENTAL ZONE
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Choice of the Best Production Prediction Model for the Zagtouli Solar Power Plant in Burkina-Faso
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作者 Toussaint Tilado Guingane Eric Korsaga +3 位作者 Mouhamadou Falilou Ndiaye Gaston Nabayaogo Dominique Bonkoungou Zacharie Koalaga 《Engineering(科研)》 2024年第9期237-245,共9页
In this paper, we present a study on the prediction of the power produced by the 33 MWp photovoltaic power plant at Zagtouli in Burkina-Faso, as a function of climatic factors. We identified models in the literature, ... In this paper, we present a study on the prediction of the power produced by the 33 MWp photovoltaic power plant at Zagtouli in Burkina-Faso, as a function of climatic factors. We identified models in the literature, namely the Benchmark, input/output, Marion, Cristo-fri, Kroposki, Jones-Underwood and Hatziargyriou prediction models, which depend exclusively on environmental parameters. We then compared our linear model with these seven mathematical models in order to determine the most optimal prediction model. Our results show that the Hatziargyriou model is better in terms of accuracy for power prediction. 展开更多
关键词 MODEL PREDICTION power power plant photovoltaic Zagtouli Burkina-Faso
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Design of Capacitor Bank in Parallel to Photovoltaic Power Plant
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作者 A. Kalyuzhny B. Reshef +3 位作者 G.Yehuda G.David P. Koulbekov T. Day 《Journal of Energy and Power Engineering》 2014年第5期939-947,共9页
The purpose of the paper is to develop a solution for application of PV (photovoltaic) generators in MV (medium voltage) distribution system without unacceptable voltage changes due to drops of PV power output. Th... The purpose of the paper is to develop a solution for application of PV (photovoltaic) generators in MV (medium voltage) distribution system without unacceptable voltage changes due to drops of PV power output. The proposed solution includes operation of PV with predetermined leading power factor and addition of a capacitor bank in parallel to PV plant in order to compensate the reactive power absorbed by the PV inverters. The analytical expression of required power factor angle is derived. Adding a capacitor bank in parallel to PV power plant may pose a problem because of space limitations. The dimensions and cost of small MV capacitor banks depend significantly on the capacitor bank protection against internal faults. Application of the developed negative-sequence current difference method for the unbalance protection of the capacitor banks enables to achieve a compact and cost-reduced design of the banks connected in parallel to PV power plants. A real-world example of operation of the PV plant in parallel to the capacitor bank with the novel protection scheme is described. 展开更多
关键词 photovoltaic power plant power quality capacitor bank unbalance protection.
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Load Management Scheme Using Air Conditioning Electric Power Consumption and Photovoltaic Power System Generation
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作者 Zvonimir Klaic Damir Sljivac Kresimir Fekete Zorislav Kraus 《Journal of Energy and Power Engineering》 2014年第11期1926-1932,共7页
In the last few decades, in the world and also in the European Union, considerable resources had been invested in the rapid development of renewable energy sources and distributed generation in general. At the same ti... In the last few decades, in the world and also in the European Union, considerable resources had been invested in the rapid development of renewable energy sources and distributed generation in general. At the same time, power consumption is continuously increasing, and consumers are becoming more complex, which ultimately requires new investments in the distribution network. Concept of smart grids is generally accepted as a possible solution. Smart grid is a concept with many elements, where monitoring and control of every element in the chain of production, transmission, distribution and final consumption enable much more efficient delivery and use of electricity. One of the elements of smart grid efficiency is the ability of real-time demand-supply balancing. This balancing is carried out by monitoring of consumption and redistribution of electricity among individual end users, according to their needs. The aim of this paper is creating algorithm for real-time load management using power measurements. Algorithm for real-time load management at the ETFOS (Faculty of Electrical Engineering in Osijek), Croatia is created based on measurements of photovoltaic power plant production, the power consumption of air conditioning system and the faculty building total electricity consumption. Expected result of real-time re-dispatching of air conditioners consumption, depending on the level of electricity production in photovoltaic power plant is decreasing peak demand of the faculty. 展开更多
关键词 photovoltaic power plant smart grid load management air conditioning system power measurements.
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Test Facility for Low Potential Pumped Storage Power Plants and Hydrokinetic Turbines
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作者 Dominik Surek 《Journal of Energy and Power Engineering》 2013年第11期2037-2044,共8页
The electric energy which is generated by wind power plants depends on the wind speed and exceeds with strong permissible wind speed the electric energy requirements of the country. In order not to reduce this electri... The electric energy which is generated by wind power plants depends on the wind speed and exceeds with strong permissible wind speed the electric energy requirements of the country. In order not to reduce this electrical energy, it must be stored. The sensible energy storage is currently the pumped storage power plants. As the mountain ranges for conventional pumped storage power plants with drop heights of H 〉 600 m are strictly limited, the development of low potential pumped storage power plants has begun. Increasing the capacity of pumped storage power plants with regard to the wind power plants is urgently needed. In this paper, it is shown using the example of an unneeded port facility, how a port facility can be used after low conversion as a test facility for low potential pumped storage power plants and at the same time for the testing of hydro-kinetic turbines. This type of pump storage power plants does not save the energy due to large drop heights, but primarily due to the large volume flow of water. 展开更多
关键词 Energy storage pumped storage power plant wind energy photovoltaic.
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Resonance Mechanism Analysis of Large-scale Photovoltaic Power Plant 被引量:1
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作者 Jinjie Lin Yong Li +5 位作者 Sijia Hu Qianyi Liu Jing Zhang Shaoyang Wang Lihong Dong Juan Ni 《Chinese Journal of Electrical Engineering》 CSCD 2021年第1期47-54,共8页
To analyze the resonance mechanism of a photovoltaic(PV)power plant,a simplified impedance model of the PV power plant is first established.The structure of the PV power plant is then introduced,and the reason for the... To analyze the resonance mechanism of a photovoltaic(PV)power plant,a simplified impedance model of the PV power plant is first established.The structure of the PV power plant is then introduced,and the reason for the resonance is obtained by analyzing the on-site situation and measured data of the PV power plant.Finally,a simple and effective solution is proposed based on the structure of the PV power plant and its existing facilities.The results of the engineering experiments and the stable operation of the PV power plant verify the effectiveness of the proposed method. 展开更多
关键词 large-scale PV plants impedance analysis system stability power quality
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Study on the Energy Dispatch Strategy of PV Power Plant 被引量:1
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作者 LIU Shu-ping,MA Jiao-jiao(North China Electric Power University,Baoding 071003,China) 《电脑知识与技术(过刊)》 2012年第8X期5697-5700,共4页
Now the energy efficiency of the PV power plant is low.For this case,this paper presents a PV power plant energy scheduling strategy.It includes new grid scheme and scheduling algorithm.Through the establishment of PV... Now the energy efficiency of the PV power plant is low.For this case,this paper presents a PV power plant energy scheduling strategy.It includes new grid scheme and scheduling algorithm.Through the establishment of PV power station network model and the method of computer simulation of its scheduling algorithm,this paper describes its realization way,and then proves that the scheduling strat egy is correct and the effectiveness of improving energy conversion rate.At the same time,the PV power station scheduling strategy aslo re duces the environmental pollution,and alleviates the energy crisis and environmental crisis. 展开更多
关键词 photovoltaic power plant grid-connected mode scheduling algorithm energy efficiency
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Smart component monitoring system increases the efficiency of photovoltaic plants
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作者 Hassan Yazdani Mehdi Radmehr Alireza Ghorbani 《Clean Energy》 EI CSCD 2023年第2期I0001-I0009,312,共10页
Due to the increasing expansion of renewable energy,especially the widespread installation of solar power plants worldwide,to better exploit and increase the efficiency and quality of power generation,we need to close... Due to the increasing expansion of renewable energy,especially the widespread installation of solar power plants worldwide,to better exploit and increase the efficiency and quality of power generation,we need to closely monitor the performance of important components of the plant.In this study,using an innovative smart monitoring system and electronic sensors,we monitored compo-nents such as power in photovoltaic(PV)arrays in real time,including the phenomenon of hot spots as an example of power loss in PV panels.Detection of hot spots is very difficult to deal with in a large power plant.The results also demonstrated smart monitoring that increased detection speed and increased the efficiency rate per supervisory technician by≤36% compared with the previous ef-ficiency rate,which was 10% per technical staff,and increased the quality of the operation of each solar power plant.In this paper,meteorological data were coordinated with research data to validate the research.Furthermore,to compare the results of using the smart monitoring method with the conventional observation method,a complete diagram of a 5-kW solar system in MATLAB■2018 was simulated and output diagrams were presented.Finally,to provide a comprehensive validation,our research results were com-pared with technical data obtained from a local 5-kW solar power plant located in Sari,Iran(36°33ʹ48″N,53°03ʹ36″E)with an average annual irradiation of 1490 kWh/m^(2).When the simulation results and research are analysed,it is clear that the smart and real-time monitoring approach brings various benefits to solar power plants. 展开更多
关键词 photovoltaic power plant online monitoring EFFICIENCY solar cell power PV modules
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Carbon Dioxide Mineralisation and Integration with Flue Gas Desulphurisation Applied to a Modern Coal-Fired Power Plant
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作者 Ron Zevenhoven Johan Fagerlund +2 位作者 Thomas Bjorklof Magdalena Maikela Olav Eklund 《Journal of Energy and Power Engineering》 2014年第3期431-447,共17页
For Finland, carbon dioxide mineralisation was identified as the only option for CCS (carbon capture and storage) application. Unfortunately it has not been embraced by the power sector. One interesting source-sink ... For Finland, carbon dioxide mineralisation was identified as the only option for CCS (carbon capture and storage) application. Unfortunately it has not been embraced by the power sector. One interesting source-sink combination, however, is formed by magnesium silicate resources at Vammala, located -85 km east of the 565 MWe coal-fired Meri-Pori Power Plant on the country's southwest coast. This paper assesses mineral sequestration of Meri-Pori power plant CO2, using Vammala mineral resources and the mineralisation process under development at Abo Akademi University. That process implies Mg(OH)E production from magnesium silicate-based rock, followed by gas/solid carbonation of the Mg(OH)2 in a pressurised fluidised bed. Reported are results on experimental work, i.e., Mg(OH)2 production, with rock from locations close to Meri-Pori. Results suggest a total CO2 fixation capacity -50 Mt CO2 for the Vammala site, although production of Mg(OH)2 from rock from the site is challenging. Finally, as mineralisation could be directly applied to flue gases without CO2 pre-capture, we report from experimental work on carbonation of Mg(OH)2 with CO2 and CO2-SO2-O2 gas mixtures. Results show that SO2 readily reacts with Mg(OH)2, providing an opportunity to simultaneously capture SO2 and CO2, which could make separate flue gas desulphurisation redundant. 展开更多
关键词 CO2 mineral sequestration large-scale application coal-fired power plant desulphurisation.
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Development of a Renewable Energy Based DC Excitation System in a Micro Hydro Power Plant
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作者 Mahmut Temel Ozdemir Gokay Bayrak +1 位作者 Muhsin Tunay Gencoglu Mehmet Cebeci 《Journal of Energy and Power Engineering》 2016年第1期45-54,共10页
MHPPs (micro hydro power plants) have become prominent in hydropower plants as a solution to provide the energy demands of the grid. In this study, a new hybrid renewable energy based DC excitation system for synchr... MHPPs (micro hydro power plants) have become prominent in hydropower plants as a solution to provide the energy demands of the grid. In this study, a new hybrid renewable energy based DC excitation system for synchronous generator in the developed MHPP system is introduced. Proposed hybrid DC excitation system consists of solar & hydrogen energy based power generating systems. Hybrid renewable energy based system is used for the excitation of the synchronous generator in the MHPP test system. The renewables are used as a secondary energy source to provide the excitation current to a synchronous generator that generates energy in MHPP. A PV (photovoltaic) array is used as the main source of excitation, and a FC (fuel cell) stack is used for DC excitation in the lack of sunshine. In the experimental setup, an electrical control card is developed, and a microcontroller is used to perform the proposed excitation system. All experimental results obtained from 5 kW rated power MHHP test system. Experimental results show that, the proposed method provides the continuous excitation current, and the operation of the synchronous generator is uninterrupted. The proposed method is also practical and easily implemented for MHPP systems. 展开更多
关键词 Micro hydro power plant excitation system photovoltaic system fuel cell.
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Analysis and field test on reactive capability of photovoltaic power plants based on clusters of inverters 被引量:3
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作者 Jingsheng HUANG Meiying LIU +2 位作者 Junjun ZHANG Wei DONG Zhilei CHEN 《Journal of Modern Power Systems and Clean Energy》 SCIE EI 2017年第2期283-289,共7页
With the increasing capacity of photovoltaic(PV)power plants connected to power systems, PV plants are often required to have some reactive power control capabilities to participate in reactive power regulation. React... With the increasing capacity of photovoltaic(PV)power plants connected to power systems, PV plants are often required to have some reactive power control capabilities to participate in reactive power regulation. Reactive power regulation of grid-connected PV inverters can be achieved using different control strategies. In this paper, the reactive power capability of inverters and the technical requirement of PV plants are analyzed. The reactive power capability of a 30 MW PV plant is evaluated against relevant technical standards using a new testing method proposed in this paper. 展开更多
关键词 photovoltaic(PV)power plant Reactive power Field test INVERTER
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计及风光不确定性的风-光-光热联合发电系统中光热电站储热容量优化配置 被引量:1
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作者 解佗 孙丹阳 +1 位作者 张刚 张靠社 《智慧电力》 北大核心 2024年第2期32-39,共8页
传统新能源电站之间联合形式单一且未考虑风光出力不确定性,弃风、弃光现象严重。为此,提出了一种考虑风光不确定性的风-光-光热联合系统的光热电站储热容量优化配置策略,利用电转热技术使风光电站和光热电站有效耦合,明确联合系统框架... 传统新能源电站之间联合形式单一且未考虑风光出力不确定性,弃风、弃光现象严重。为此,提出了一种考虑风光不确定性的风-光-光热联合系统的光热电站储热容量优化配置策略,利用电转热技术使风光电站和光热电站有效耦合,明确联合系统框架与原理;采用改进拉丁超立方抽样方法抑制风光出力的不确定性。最后,构建基于风光出力典型场景的光热电站储热容量双层优化配置模型,并进行算例求解,结果表明所提方法显著降低了系统总投资与运行成本,提高了清洁能源消纳能力。 展开更多
关键词 联合发电系统 光热电站 风光消纳 不确定性 储热容量优化配置
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考虑共享储能容量配置的多虚拟电厂优化运行方法 被引量:1
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作者 赵宇轩 宋伟峰 +2 位作者 李伟康 孟宇翔 马刚 《电网与清洁能源》 CSCD 北大核心 2024年第1期92-101,共10页
由于分布式能源具有间歇性和波动性的特点,其大规模接入电网会对系统稳定性产生一定的影响。为了减少用户侧用电成本以及提高新能源的消纳能力,在多虚拟电厂背景下提出共享储能系统促进风光消纳的规划和运行双层决策博弈模型。上层模型... 由于分布式能源具有间歇性和波动性的特点,其大规模接入电网会对系统稳定性产生一定的影响。为了减少用户侧用电成本以及提高新能源的消纳能力,在多虚拟电厂背景下提出共享储能系统促进风光消纳的规划和运行双层决策博弈模型。上层模型对共享储能电站投资运行成本进行等年值转换分析,以共享储能总成本最低且使用寿命尽可能的长为目标函数建立模型;下层模型以虚拟电厂运行成本最低及弃风弃光最小为目标函数建立运行优化模型。采用鲸鱼算法与CPLEX商业求解器结合的形式对共享储能电站的容量配置、充放电行为以及虚拟电厂运行状态进行求解,并通过设置3个场景算例对所提方案进行验证,结果表明,所提方法可以优化共享储能电站容量最优配置和充放电策略,提高可再生能源的消纳能力和虚拟电厂系统运行效率,兼顾供给侧与需求侧的利益,使电能分配更加公平合理。 展开更多
关键词 虚拟电厂 共享储能 双层优化模型 风光消纳
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Efficiency Analysis of Grid-connected Photovoltaic Power Plants
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作者 Milan LJ.Markovic Rade M.Ciric 《CSEE Journal of Power and Energy Systems》 SCIE 2017年第3期269-277,共9页
Analysis of photovoltaic power plant(PVPP)operations is important to both investors and users and to producers of equipment,researchers and designers as well.This paper presents the analysis of the year-long operation... Analysis of photovoltaic power plant(PVPP)operations is important to both investors and users and to producers of equipment,researchers and designers as well.This paper presents the analysis of the year-long operations of the group PVPPs in Serbia connected to the distribution network which was carried out through specific indicators such as electric power generation,power,capacity factors,specific yield,losses,period of cost effectiveness of the investment,etc.Special attention has been paid to the influence of the azimuth and tilt of the photovoltaic modules on the performances of PVPPs.Results obtained through the year-long extensive measurements were compared to expected yields of PVPPs on the basis of the Climate SAF PVGIS application.The results of the analysis indicate that available software applications cannot always provide a good enough forecast of expected electric power production since they cannot always assess well enough the effects of the surrounding facilities on operations of a PVPP.In addition,it has been found that the correlation between losses of annual achieved specific yield of a PVPP and the azimuth is represented by a polynomial of the second degree,whereas the correlation between losses of the annual achieved specific yield of a PVPP and the tilt is represented by an exponential function. 展开更多
关键词 AZIMUTH capacity factor photovoltaic power plants specific yield TILT
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Investment risk evaluation of inland floating photovoltaic power plants in China using the HFLTS-TFN method
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作者 Yanli Xiao Xin Ju +2 位作者 Bo Yu Zheng Wang Chuanbo Xu 《Clean Energy》 EI 2021年第3期536-550,共15页
Inland floating photovoltaic power plants(IFPPPs)are the key to making full use of water advantages to develop solar resources in the future.Identifying the investment risk is an important prerequisite for promoting t... Inland floating photovoltaic power plants(IFPPPs)are the key to making full use of water advantages to develop solar resources in the future.Identifying the investment risk is an important prerequisite for promoting the projects on a large scale.This paper proposes a model to assess the investment risk of IFPPPs in China.First,this paper identifies the investment risk factors and establishes an evaluation indicator system from four aspects.Second,the indicator data are collected and described by adopting hesitant fuzzy linguistic term sets and triangular fuzzy numbers to ensure soundness and completeness.Third,a weighted method combining the best-worst method and the entropy method are utilized to determine the indicator weights under the consideration of the impact of subjective preferences and objective fairness.Fourth,the results show that the overall risk level of China’s IFPPPs is‘medium low’.Fifth,sensitivity analysis and comparative analysis are implemented to examine the stability of the evaluation results.Finally,this paper also provides some risk-response strategies for the development of China’s IFPPPs from economy,society,technology and environment. 展开更多
关键词 inland floating photovoltaic power plants risk assessment HFLTS-TFN BWM
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干旱区光伏电站运营对局地生态环境的影响
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作者 王怡雯 马瑶瑶 +1 位作者 史培军 张钢锋 《干旱区研究》 CSCD 北大核心 2024年第8期1423-1433,共11页
光伏发电符合能源产业发展方向,我国光伏电站在西北干旱地区建设最为广泛,但西北干旱地区生态环境较为脆弱,目前,对于干旱区光伏电站运营过程中可能产生的环境影响尚不清楚。以青海省海南州共和塔拉滩光伏发电园为研究区,基于2023年3月... 光伏发电符合能源产业发展方向,我国光伏电站在西北干旱地区建设最为广泛,但西北干旱地区生态环境较为脆弱,目前,对于干旱区光伏电站运营过程中可能产生的环境影响尚不清楚。以青海省海南州共和塔拉滩光伏发电园为研究区,基于2023年3月—2024年2月光伏电站内光伏区和自然空地区生态环境指标的观测数据,并结合2000—2020年研究区域的遥感监测数据,综合分析了光伏电站的运营对局地大气、土壤、植被等生态环境要素的影响。结果表明:光伏电站的运营对局部大气起到增湿、增大温度极端值、减缓风速的作用,平均增湿3.87%、减少风速0.25m·s^(-1),温度极端值变化1.72℃;对局部土壤起到增温、减湿、降低土壤CO_(2)含量的作用,平均升温1.83℃、湿度减少4.81%,土壤CO_(2)降低156.94ppm。光伏电站运营能够促进电站所在区域植被覆盖度增加和植被生长,对生态系统固碳能力起到正向促进作用,光伏电站及其周围区域NDVI均值增速比海南州地区快0.001kgC·m^(-2)·a^(-1)。光伏电站的运营可明显改善周边生态环境,起到空气增湿、土壤增温、防风固沙、促进植被生长的作用,促使局地生态环境不断向好。 展开更多
关键词 干旱区 光伏电站 野外观测 遥感监测 生态环境
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考虑不同区域气象与地理条件差异的广域光伏电站规划
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作者 吴沂洋 刘继春 伍峻杭 《电网技术》 EI CSCD 北大核心 2024年第9期3653-3662,I0038,I0039-I0041,共14页
目前全国各地正大力发展光伏发电,并有部分省份提出了全省光伏发电发展目标。与局部光伏电站规划相比,以全省这样的广域为规划范围会遇到气象信息难以获取、光伏出力难以估计、各地地理条件差异大等问题。为此提出了一种考虑地理与气象... 目前全国各地正大力发展光伏发电,并有部分省份提出了全省光伏发电发展目标。与局部光伏电站规划相比,以全省这样的广域为规划范围会遇到气象信息难以获取、光伏出力难以估计、各地地理条件差异大等问题。为此提出了一种考虑地理与气象条件差异的广域光伏电站规划方法。针对各地气象条件差异,通过纬度、太阳位置等地理信息计算出任意地点任意时间的光照强度,再通过气象插值模型获得目标位置的其他气象信息,并构建了含注意力机制的长短期记忆网络模型,对各地单位光伏容量的光伏出力进行预测。针对各地地理条件差异,结合了预测得到的各地区单位光伏容量年发电量,计算了不同地理条件影响下单位光伏容量的占地面积和开发成本,考虑了不同位置的电网运行约束,构建了广域光伏电站规划模型。以某一典型省份为场景验证了所提方法的合理性和优越性。与只通过光照强度强弱决定光伏电站开发的方法相比,考虑地理与气象差异的规划方法所得到的发电量更高也更准确,并且为各地的光伏电站开发提供了参考。 展开更多
关键词 气象条件 地理条件 光伏电站规划 光伏出力预测 长短期记忆网络
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