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Application of three Transformer neural networks for short-term photovoltaic power prediction: A case study 三变压器神经网络在短期光伏功率预测中的应用:案例研究
Pub Date : 2024-09-17 DOI: 10.1016/j.solcom.2024.100089
Jiahao Wu , Yongkai Zhao , Ruihan Zhang , Xin Li , Yuxin Wu

In order to solve the potential safety hazards caused by the fluctuation of photovoltaic (PV) power generation, it is necessary to predict it in advance and take countermeasures as soon as possible. Based on the three models of vanilla Transformer, Informer, and Autoformer, this paper considers three prediction scenarios: zero-cost prediction, low-cost prediction, and high-cost prediction, and realizes the power prediction under two prediction horizons of 4 h and 24 h for a matrix of a centralized PV power station in Hubei Province, China. The results of some configurations meet the industry-recommended metric requirements, and the overall performance of the vanilla Transformer is better than Informer and Autoformer. After comparing the three models and different prediction intervals, and considering the practical industrial demand, this paper gives recommended configurations for both 4 h and 24 h predictions. The practical rolling prediction performance of the recommended configurations demonstrates the applicability and flexibility of the proposed methods.

为解决光伏发电波动带来的安全隐患,有必要提前预测并尽快采取应对措施。本文在香草变压器、告警器和自动变压器三种模型的基础上,考虑了零成本预测、低成本预测和高成本预测三种预测方案,以湖北省某集中式光伏电站矩阵为研究对象,实现了 4 h 和 24 h 两种预测视距下的功率预测。部分配置的结果达到了行业推荐的指标要求,香草变换器的整体性能优于 Informer 和 Autoformer。在比较了三种模型和不同预测间隔后,考虑到实际工业需求,本文给出了 4 小时和 24 小时预测的推荐配置。推荐配置的实际滚动预测性能证明了所提方法的适用性和灵活性。
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引用次数: 0
Supporting strategy for investment evaluation of photovoltaic power generation engineering projects using multi-criteria decision analysis methods 采用多标准决策分析方法的光伏发电工程项目投资评估支持策略
Pub Date : 2024-09-16 DOI: 10.1016/j.solcom.2024.100092
Panagiotis Raptis , Georgios Aretoulis

This scientific study examines the evaluation of photovoltaic power generation projects through the application of multi-criteria decision analysis methods. Two groups of large-scale grid-connected PV power generation system projects with a nominal power of 50 MW and 500 MW respectively were analyzed and evaluated. These systems were designed to be installed in the same wider geographical area in northern Greece, but they were differentiated in the part of the PV circuit. Twelve systems were analyzed in which either monocrystalline silicon panels or poly-crystalline silicon panels or bifacial photovoltaic panels were to be installed. In these systems either central photovoltaic inverters or photovoltaic string inverters were considered for installation. The following criteria were used to evaluate the investment in these projects. These criteria were related to the profitability, the financial cost, the technical level, and the electrical energy production of the systems and these were the initial investment cost, the operation and maintenance cost, the levelized cost of electricity, the net present value, the internal rate of return, the capital recovery or payback period, the technical level of the photovoltaic circuit, the technical maturity of the photovoltaic circuit, and the annual electricity production. The evaluation of these criteria was initially conducted with fixed weighting coefficients followed by a sensitivity analysis of these weighting coefficients. The results of the evaluation using the PROMETHEE, AHP and TOPSIS multi-criteria decision analysis methods showed that the PV power generation systems which should be preferred are those with increased nominal power, where monocrystalline silicon technology panels are employed following the central inverter topology.

本科学研究通过应用多标准决策分析方法对光伏发电项目进行了评估。对两组标称功率分别为 50 兆瓦和 500 兆瓦的大型并网光伏发电系统项目进行了分析和评估。这些系统被设计安装在希腊北部相同的广阔地域,但在光伏电路部分有所区别。分析了 12 个系统,其中有单晶硅电池板、多晶硅电池板或双面光伏电池板。在这些系统中,考虑安装中央光伏逆变器或光伏组串逆变器。评估这些项目投资的标准如下。这些标准与系统的盈利能力、财务成本、技术水平和电能产量有关,包括初始投资成本、运行和维护成本、平准化电力成本、净现值、内部收益率、资本回收或投资回收期、光伏电路的技术水平、光伏电路的技术成熟度和年发电量。在对这些标准进行评估时,首先使用了固定的权重系数,然后对这些权重系数进行了敏感性分析。使用 PROMETHEE、AHP 和 TOPSIS 多标准决策分析方法进行评估的结果表明,光伏发电系统应优先选择额定功率更大、采用单晶硅技术电池板并采用中央逆变器拓扑结构的系统。
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引用次数: 0
Assessing economic viability and environmental impact of solar-powered EV charging station in Gazipur, Bangladesh: A case study 评估孟加拉国加济布尔太阳能电动汽车充电站的经济可行性和环境影响:案例研究
Pub Date : 2024-09-13 DOI: 10.1016/j.solcom.2024.100091
M. Naem Hossain , Muhammad Mahmood Hasan , M. Ahsan Habib , Fatin Bin Ferdous , Sazid Rahman

Due to technological advancement and modernization, the demand for Electric Vehicles (EVs) is rising. In Bangladesh, there is a growing demand for electric vehicles such as auto-rickshaws and easy bikes, and electric automobiles will be familiar soon. The demand for electrically powered vehicles is increasing in response to growing environmental concerns; it helps balance the greenhouse effect and global warming. Solar-based charging systems are becoming increasingly popular due to their low greenhouse gas (GHG) emissions. The CO2 emissions produced by solar-based EV charging systems are lower than those produced by coal-based chargers. Moreover, the Government of Bangladesh wants to accomplish Sustainable Development Goal (SDG) 7 by 2030 by increasing the proportion of accessible, cutting-edge, renewable energy sources. This study investigates and analyses the technological, economic, and ecological viability of a solar PV power plant in Bangladesh for charging EVs. This study examined solar-based EV charging stations, which generate 36,785.76 MWh of electricity for 20 years of their lifetime and are used to charge EVs. Furthermore, the net present value (NPV) is USD 652,656.80, the initial investment is USD 1,365,300, the Internal Rate of Return (IRR) is 11.70 %, and the Payback Period (PBP) is 7.2 years. Approximately per day, 250 battery-operated three-wheeler EVs can be charged using the generated electricity. In addition, the project will prevent the emission of 24,013.86 tons of CO2, 251.25 tons of SO2, 63.39 tons of NOx, and 12.55 tons of CO. Eliminating these GHG emissions may also aid Bangladesh in achieving SDG 13.

由于技术进步和现代化,对电动汽车(EV)的需求不断上升。在孟加拉国,人们对电动车(如自动人力车和简易自行车)的需求日益增长,电动汽车也将很快为人们所熟悉。随着人们对环境问题的日益关注,对电动汽车的需求也在不断增加;电动汽车有助于平衡温室效应和全球变暖。太阳能充电系统因其温室气体排放量低而越来越受欢迎。太阳能电动汽车充电系统产生的二氧化碳排放量低于燃煤充电器。此外,孟加拉国政府希望通过增加可获得的尖端可再生能源的比例,在 2030 年前实现可持续发展目标(SDG)7。本研究调查并分析了孟加拉国太阳能光伏发电厂为电动汽车充电的技术、经济和生态可行性。本研究考察了基于太阳能的电动汽车充电站,这些充电站在 20 年的使用寿命内可产生 36,785.76 兆瓦时的电力,用于为电动汽车充电。此外,净现值 (NPV) 为 652,656.80 美元,初始投资为 1,365,300 美元,内部收益率 (IRR) 为 11.70%,投资回收期 (PBP) 为 7.2 年。每天大约可为 250 辆电池驱动的三轮电动车充电。此外,该项目还可减少 24,013.86 吨二氧化碳、251.25 吨二氧化硫、63.39 吨氮氧化物和 12.55 吨一氧化碳的排放。消除这些温室气体排放也有助于孟加拉国实现可持续发展目标 13。
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引用次数: 0
Assessing property value impacts near utility-scale solar in the Midwestern United States 评估美国中西部公用事业级太阳能附近的财产价值影响
Pub Date : 2024-09-07 DOI: 10.1016/j.solcom.2024.100090
Simeng Hao, Gilbert Michaud

Utility-scale solar energy project proposals have been accelerating exponentially in the United States (U.S.) as the energy transition from fossil fuels to renewables continues to unfold. While the emissions and economic related benefits of deploying large-scale solar photovoltaics (PV) for electricity generation are well documented, relatively less is known about their impact on nearby property values. This paper investigates the location of utility-scale solar facilities in the U.S. Midwest, the average home value in each relevant zip code, and whether the presence of a utility-scale solar project affects nearby property values in any manner. Our study includes 70 utility-scale solar facilities built in the Midwest from 2009 to 2022 using data from the Lawrence Berkeley National Laboratory. Alongside housing value data from Zillow (i.e., Zestimate), we incorporate additional data, including solar project size in installed capacity, rurality, and state. Using the difference-in-differences method, our results indicate that utility-scale solar projects increase nearby property values by roughly 0.5–2.0 %. Moreover, our results show that smaller projects have more of a positive impact on nearby property values than projects that are 20 megawatts or larger. Ultimately, having a better understanding of how these larger-scale solar projects impact property values is essential for a variety of stakeholders – especially local officials and property owners – as they are increasingly faced with making decisions about whether to permit the construction of these facilities in their communities.

随着能源从化石燃料向可再生能源过渡的不断推进,美国的公用事业级太阳能项目提案呈指数级增长。虽然部署大规模太阳能光伏发电所带来的排放和经济效益有据可查,但人们对其对附近物业价值的影响却知之甚少。本文调查了美国中西部公用事业级太阳能设施的位置、每个相关邮政编码的平均房屋价值,以及公用事业级太阳能项目的存在是否会以任何方式影响附近的房产价值。我们的研究利用劳伦斯伯克利国家实验室(Lawrence Berkeley National Laboratory)提供的数据,包括 2009 年至 2022 年期间在美国中西部建造的 70 个公用事业级太阳能设施。除了来自 Zillow(即 Zestimate)的房屋价值数据外,我们还纳入了其他数据,包括太阳能项目的装机容量、乡村地区和州。利用差分法,我们的结果表明,公用事业规模的太阳能项目会使附近的房产价值增加大约 0.5-2.0%。此外,我们的结果表明,与 20 兆瓦或更大的项目相比,较小的项目对附近房产价值的积极影响更大。归根结底,更好地了解这些大型太阳能项目对房产价值的影响对各利益相关者(尤其是地方官员和业主)来说至关重要,因为他们越来越多地面临着是否允许在其社区内建设这些设施的决策。
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引用次数: 0
Decarbonizing the electricity sector using terawatt-scale interconnected photovoltaic power grids to meet the climate goals: A comprehensive review and a strategic roadmap 利用兆瓦级互联光伏电网实现电力部门的去碳化,以实现气候目标:全面审查和战略路线图
Pub Date : 2024-09-03 DOI: 10.1016/j.solcom.2024.100088
Saikat Ghosh , Jatindra Nath Roy , Chandan Chakraborty
High scalability and quick deployability of solar photovoltaic (PV) make it an ideal candidate for rapid decarbonization of electricity. The typical SPV generation profile and power grids designed for conventional power plants (PP) are the major obstacles to maximizing SPV utilization. While energy storage systems (ESS) are often deemed critical, scalable ESS are site-limited, highly dependent on rare-earth elements, and either have higher embodied energy and emissions or low round-trip efficiencies. This manuscript demonstrates that by strategically interconnecting SPV power plants longitudinally, PV can meet base load demands and extend availability beyond peak-solar hours, thereby reducing the need for ESS and replacing existing carbon-intensive electricity infrastructure. It is demonstrated by modelling two 12 GW longitudinally separated transmission lines interconnecting SPVPPs situated 40° (case-1) and 90° (case-2) apart can provide PV electricity beyond solar hours for 4.69 and 7.33 equivalent hours (daily average), respectively. For cases 1 and 2, the lithium battery-ESS route can result in 4.76 and 3.35 times more carbon emissions and cost 4.23 and 2.98 times more than the transmission route, respectively, for providing the same energy over the transmission line's 40-year lifespan. Technologies such as multi-terminal ultra-high-voltage-DC grids, hybrid superconductive cables, new semiconductor materials for PV and energy systems, etc. are explored for the globally interconnected solar grid. Findings suggest 90 TWp of PV capacity can supply a significant portion of world's energy demand by 2050. This study outlines a comprehensive approach to build a sustainable and interconnected global solar energy infrastructure that aligns with climate objectives.
太阳能光伏发电(PV)的高可扩展性和快速部署性使其成为快速实现电力去碳化的理想选择。典型的太阳能光伏发电曲线和为传统发电厂(PP)设计的电网是最大限度利用太阳能光伏发电的主要障碍。虽然储能系统 (ESS) 通常被认为是关键,但可扩展的 ESS 受场地限制,高度依赖稀土元素,而且要么具有较高的体现能源和排放,要么往返效率较低。本手稿证明,通过战略性地纵向互联 SPV 发电厂,光伏发电可满足基本负荷需求,并将可用性延长至太阳能高峰时段之后,从而减少对 ESS 的需求,并取代现有的碳密集型电力基础设施。通过模拟两条 12 千兆瓦的纵向分离输电线路,将相距 40°(情况 1)和 90°(情况 2)的 SPVPPs 相互连接起来,可以分别在 4.69 和 7.33 个等效小时(日平均值)的太阳时以外提供光伏电力。对于情况 1 和情况 2,与输电线路相比,在输电线路 40 年的寿命期内提供相同的能量,锂电池-ESS 线路的碳排放量分别是输电线路的 4.76 倍和 3.35 倍,成本分别是输电线路的 4.23 倍和 2.98 倍。为实现全球互联太阳能电网,探索了多终端超高压直流电网、混合超导电缆、光伏和能源系统用新型半导体材料等技术。研究结果表明,到 2050 年,90 太瓦的光伏发电能力可满足世界能源需求的很大一部分。本研究概述了一种全面的方法,用于建设符合气候目标的可持续和互联的全球太阳能基础设施。
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引用次数: 0
Technical, economic and environmental assessment and optimization of four hybrid renewable energy models for rural electrification 用于农村电气化的四种混合可再生能源模式的技术、经济和环境评估与优化
Pub Date : 2024-08-27 DOI: 10.1016/j.solcom.2024.100087
Kelvin Nkalo Ukoima , Okoro Ogbonnaya Inya , Akuru Udochukwu Bola , Davidson Innocent Ewean

This work investigates the technical, economic and environmental feasibility of four solar – wind off grid hybrid renewable energy system (HRES) models to provide electrification for Okorobo-Ile town in Andoni Local Government Area of River State, Nigeria using the Hybrid Optimization of Multiple Electric Renewables (HOMER) software. In particular, investigation of the possible inclusion of a fuel cell (FC) system is performed. The four considered models are: pv/wind/battery (PWB); pv/wind/battery/gen-set (PWBG), pv/wind/fuel-cell (PWF) and pv/wind/battery/fuel-cell (PWBF). The best cost-effective configuration among the set of systems were examined for the electricity requirement of 677.75 kWh/day primary load with 99.1 kW peak load. Results obtained showed that the net present cost (NPC) are $615,664.95, $679,348.17, $778,834.22 and $3,534,850.54 respectively for the PWB, PWBG, PWBF and PWF. The cost of energy (COE) was lowest for the PWB with a value of $$0.158 and highest for the PWF with a value of $0.964. The renewable options—PWBF and PWF have higher long-term costs but offer cleaner emissions. In contrast, options with the Diesel-Powered Generator is cost-effective but has a high environmental impact in terms of greenhouse gas emissions and noise pollution. These emissions include 3,758 kg/yr CO2, 23.7 kg/yr CO and a total of 32.67 kg/yr of unburned hydrocarbons, sulfur dioxide, particulate matter and nitrogen oxides. Based on the results, a stand - alone HRES that consist of 166 kW PV panels, 3 wind turbines 29 batteries and 123 kW converter is found to be the best configuration for the village, as it leads to minimum net present cost (NPC) and COE. The PWB system offers the best choice for the community by balancing financial considerations with sustainability which is crucial when making energy system choices. Results also show that while hydrogen, FC system and the electrolyzer can be used together with or without batteries, inclusion of the FC system resulted in the high NPC due to their high cost of investment.

这项研究利用多种可再生能源混合优化(HOMER)软件,对四种太阳能-风能离网混合可再生能源系统(HRES)模型的技术、经济和环境可行性进行了调查,以便为尼日利亚里弗州安多尼地方政府辖区的 Okorobo-Ile 镇提供电气化服务。特别是,对燃料电池(FC)系统的可能加入进行了调查。考虑的四种模式分别是:光伏/风能/电池(PWB)、光伏/风能/电池/发电机组(PWBG)、光伏/风能/燃料电池(PWF)和光伏/风能/电池/燃料电池(PWBF)。针对初级负荷为 677.75 千瓦时/天、峰值负荷为 99.1 千瓦的用电需求,对这套系统中最具成本效益的配置进行了研究。结果显示,PWB、PWBG、PWBF 和 PWF 的净现值成本(NPC)分别为 615,664.95 美元、679,348.17 美元、778,834.22 美元和 3,534,850.54 美元。工务工程建筑的能源成本(COE)最低,为 0.158 美元,而工务工程设施的能源成本(COE)最高,为 0.964 美元。可再生方案 - PWBF 和 PWF 的长期成本较高,但排放更清洁。相比之下,柴油发电机的成本效益较高,但在温室气体排放和噪音污染方面对环境影响较大。这些排放物包括每年 3 758 千克二氧化碳、每年 23.7 千克一氧化碳以及每年 32.67 千克未燃烧碳氢化合物、二氧化硫、微粒物质和氮氧化物。研究结果表明,由 166 千瓦光伏电池板、3 台风力涡轮机、29 个电池组和 123 千瓦变流器组成的独立 HRES 是该村的最佳配置,因为它能使净现值成本(NPC)和二氧化碳排放量(COE)降到最低。PWB 系统为该社区提供了最佳选择,它兼顾了财务因素和可持续性,这在选择能源系统时至关重要。结果还显示,虽然氢气、燃料电池系统和电解槽可与电池或不与电池一起使用,但由于燃料电池系统的投资成本较高,加入燃料电池系统会导致净现值成本较高。
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引用次数: 0
Role of energy efficiency in energy transition: A decomposition analysis of energy use 能源效率在能源转型中的作用:能源使用分解分析
Pub Date : 2024-08-26 DOI: 10.1016/j.solcom.2024.100086
Pooja Sharma

The use of energy-efficient technologies tends to reduce the overall energy use of a country and foster the energy transition pathways. However, a change in energy can occur either due to a change in activity effect, intensity effect, or structural effect. The objective of the study is firstly to examine and measure the magnitude of change in energy use and identify the factor responsible for the change in energy use in the selected sectors. Secondly, the paper aims to analyze the impact of the Norwegian economy on the three effects of energy use. The study contributes significantly to identifying the sector that experiences a reduction in energy use due to energy efficiency and examining the impact of the economy on energy use. The overall energy use between 1990 and 2017 is decomposed into three different effects for selected energy-intensive sectors by deploying the ‘Logarithmic Mean Divisia Index’ (LMDI) method. Further, the impact of the Norwegian economy is examined on the three effects of energy use. It is observed that in each Phase, the key driver for change in energy use in all three Phases is the transport sector. Post-recession, the energy use in the transport sector was due to structural effects. Consumer behavior and limitations of sources of finance are the challenges for the deployment of electric vehicles even after technological breakthroughs in energy efficiency. Finally, the policies to enhance energy efficiency in energy-intensive sectors, such as the transport, and services sector must be undertaken to efficiently visualize energy efficiency-driven energy transition.

使用节能技术往往会减少一个国家的总体能源使用量,并促进能源转型途径。然而,能源的变化可能是由活动效应、强度效应或结构效应引起的。本研究的目的首先是研究和衡量能源使用量的变化幅度,并确定造成选定部门能源使用量变化的因素。其次,本文旨在分析挪威经济对能源使用三种效应的影响。这项研究对于确定因能源效率而减少能源使用的部门,以及研究经济对能源使用的影响做出了重要贡献。研究采用 "对数平均指数"(LMDI)方法,将1990年至2017年间的能源使用总量分解为选定能源密集型部门的三种不同影响。此外,还考察了挪威经济对能源使用的三种影响。结果表明,在每个阶段,三个阶段能源使用量变化的主要驱动力都是交通部门。经济衰退后,运输部门的能源使用是由于结构性影响造成的。即使在能源效率方面取得技术突破,消费者行为和资金来源的限制也是电动汽车部署所面临的挑战。最后,必须在能源密集型部门(如交通和服务部门)采取提高能效的政策,以有效实现能效驱动的能源转型。
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引用次数: 0
Photovoltaic penetration potential in the Greek island of Ikaria 希腊伊卡里亚岛的光伏渗透潜力
Pub Date : 2024-08-22 DOI: 10.1016/j.solcom.2024.100080
Maria Fotopoulou , Dimitrios Rakopoulos , Kyriaki-Nefeli Malamaki , Nikolaos Andriopoulos , Georgios Lampsidis , Konstantinos Kaousias

The operation of Distribution Networks (DNs) has been affected by the ongoing energy transition, gradually incorporating more Distributed Energy Resources (DERs), mainly Renewable Energy Sources (RES), as well as Energy Storage Systems (ESS) sustainably enhancing DN’s flexibility. In the case of the non-interconnected island of Ikaria, Greece, with high solar and wind potential, the DN includes conventional generators, Photovoltaic systems (PVs), wind farms and a hydro-pumped ESS. Scope of this study is to assess the possible impact of the PVs expansion considering either: i) fixed, ii) single-axis or iii) dual-axis tracking panels. For this purpose, CERTH’s in-house INTEMA.grid platform is used. Tracking mechanism’s effectiveness is studied considering that the expansion doubles or triples the rated power of the existing, fixed 0.4 MW PVs, following the directions of the Distribution System Operator (DSO). Additionally, a monthly analysis is presented, because Ikaria is an island with extremely higher load during summer months due to tourism. According to the results, if the current PV capacity is doubled or tripled, a dual-axis expansion yields 16.0% or 21.3% yearly production increase compared to fixed panels, respectively, with the single-axis effect though being much higher (14% or 18.7%, respectively) than the incremental effect of the second axis (further comparative 1.8% or 2.3%, respectively). The effectiveness of tracking mechanisms is highlighted during summer months and particularly early in the morning or late in the afternoon. Finally, environmental and economic indicators for the proposed installations are assessed.

配电网(DN)的运行受到了正在进行的能源转型的影响,逐渐纳入了更多的分布式能源资源(DER),主要是可再生能源(RES),以及储能系统(ESS),从而持续增强了配电网的灵活性。以太阳能和风能潜力巨大的希腊伊卡里亚非互联岛屿为例,DN 包括常规发电机、光伏系统 (PV)、风电场和水泵 ESS。本研究的范围是评估光伏系统扩展可能产生的影响,考虑的因素包括:i) 固定式、ii) 单轴或 iii) 双轴跟踪面板。为此,使用了 CERTH 内部的 INTEMA.grid 平台。根据配电系统运营商 (DSO) 的指示,在将现有固定 0.4 兆瓦光伏发电设备的额定功率扩大两倍或三倍的情况下,对跟踪机制的有效性进行了研究。此外,还进行了月度分析,因为伊卡里亚岛在夏季因旅游业而负荷极高。结果表明,如果将目前的光伏发电量增加一倍或两倍,与固定面板相比,双轴扩展的年产量增幅分别为 16.0% 或 21.3%,单轴效应(分别为 14% 或 18.7%)远高于第二轴的增量效应(分别为 1.8% 或 2.3%)。在夏季,尤其是清晨或傍晚,跟踪机制的效果尤为突出。最后,对拟议装置的环境和经济指标进行了评估。
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引用次数: 0
A modified multi-objective particle swarm optimization (M-MOPSO) for optimal sizing of a solar–wind–battery hybrid renewable energy system 改进的多目标粒子群优化(M-MOPSO),用于优化太阳能-风能-电池混合可再生能源系统的大小
Pub Date : 2024-08-13 DOI: 10.1016/j.solcom.2024.100082
Ukoima Kelvin Nkalo , Okoro Ogbonnaya Inya , Obi, Patrick Ifeanyi , Akuru Udochukwu Bola , Davidson Innocent Ewean

This study proposes and utilizes a modified multi-objective particle swarm optimization (M-MOPSO) algorithm for the optimal sizing of a solar-wind-battery hybrid renewable energy system for a rural community in Rivers State, Nigeria. Unlike previous studies that primarily focused on minimizing total economic cost (TEC) and total annual cost (TAC), this research emphasizes minimizing the loss of power supply probability (LPSP) and levelized cost of energy (LCOE). The M-MOPSO algorithm introduces a dynamic inertia weight, a unique repository update mechanism, and a dominance-based personal best update strategy, which collectively enhance its performance. Comparative analysis with PSO, NSGA-II, MOPSO and hybrid GA-PSO demonstrates that M-MOPSO consistently achieves a lower LPSP, although its LCOE remains higher. The M-MOPSO optimal configuration when simulated under various climatic scenarios was able to meet the energy needs of the community irrespective of ambient condition.

本研究提出并利用改进的多目标粒子群优化(M-MOPSO)算法,为尼日利亚河流州的一个农村社区优化太阳能-风能-电池混合可再生能源系统的规模。以往的研究主要关注总经济成本(TEC)和年总成本(TAC)的最小化,与此不同,本研究强调供电损失概率(LPSP)和平准化能源成本(LCOE)的最小化。M-MOPSO 算法引入了动态惯性权重、独特的资源库更新机制和基于支配地位的个人最佳更新策略,这些因素共同提高了该算法的性能。与 PSO、NSGA-II、MOPSO 和混合 GA-PSO 的比较分析表明,M-MOPSO 始终能获得较低的 LPSP,尽管其 LCOE 仍然较高。在各种气候条件下进行模拟时,M-MOPSO 最佳配置能够满足社区的能源需求,而不受环境条件的影响。
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引用次数: 0
Synthesis and characterization of Ni:ZnO thin films as photoanode for planar perovskite solar cell 作为平面过氧化物太阳能电池光阳极的 Ni:ZnO 薄膜的合成与表征
Pub Date : 2024-08-13 DOI: 10.1016/j.solcom.2024.100084
R.K. Pandey, Anjali Vaishnaw, Koushik Ghosh, Pratibha Xalxo, P.K. Bajpai

Thin films of Ni:ZnO were successfully synthesized by sol-gel spin coating system for 0.5 % and 2.5 % Ni doping concentration on FTO coated substrate. The synthesized films were annealed at 540 °C for 4 h. The annealed thin films were characterized for its electrical, optical and chemical characteristics using UV–Vis, Micro Raman, and FTIR spectroscopy, respectively. The UV–Vis spectra analysis reveals that the energy band gap of deposited films found to be 3.58 eV and 3.51 eV for 0.5 % and 2.5 % Ni:ZnO thin films, respectively. Two significant characteristic peaks identified at 424 cm−1 and 563 cm−1 in Raman spectra. These peaks are attributed to E2high and LO(A1 and E1) modes, which confirms the hexagonal wurtzite phase of Ni:ZnO thin films. Furthermore, the absorption peaks observed at 530 cm−1 and 635 cm−1 in the FTIR spectra are attributed to the characteristic stretching vibrational modes of Zn-O and Ni-O bonds, respectively.

通过溶胶-凝胶旋涂系统在 FTO 涂层基底上成功合成了掺杂浓度分别为 0.5% 和 2.5% 的 Ni:ZnO 薄膜。退火后的薄膜分别使用紫外可见光谱、微拉曼光谱和傅立叶变换红外光谱分析其电学、光学和化学特性。紫外-可见光谱分析显示,0.5% 和 2.5% Ni:ZnO 薄膜的能带隙分别为 3.58 eV 和 3.51 eV。拉曼光谱在 424 cm-1 和 563 cm-1 处发现了两个重要的特征峰。这些峰归因于 E2high 和 LO(A1 和 E1)模式,这证实了 Ni:ZnO 薄膜的六方晶格相。此外,傅立叶变换红外光谱中在 530 cm-1 和 635 cm-1 处观察到的吸收峰分别归因于 Zn-O 和 Ni-O 键的特征伸展振动模式。
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引用次数: 0
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Solar Compass
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