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Modelling NO2 emissions from Eskom’s coal fired power stations using Generalised Linear Models 使用广义线性模型对Eskom燃煤发电站的二氧化氮排放进行建模
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2023-03-31 DOI: 10.17159/2413-3051/2022/v33i4a13819
Delson Chikobvu, Mpendulo Mamba
The aim of this paper is to determine if a Generalised Linear Model (GLM) is a better model over the traditional simple linear regression when fitted to nitrogen dioxide (NO2) emitted into the atmosphere during the production of electricity from 13 Eskom’s coal fuelled power stations. A GLM was fitted to the NO2 emission data using forward and backward selection of variables for the models. A similar model using regression analysis was fitted for comparison. The results show that a GLM can be used to predict and explain NO2 emissions from coal fired electricity stations in South Africa. The Lognormal model was found to be the better model by diagnostic measures including plots that showed improved variance behaviour in the residuals. Various variables such as amount of electricity sent out (in GWhs), age of power station (in years), power station used, and interaction terms such as electricity and station, Age and station can be used in describing/ predicting NO2 emissions (in tons) from Eskom’s coal fuelled power stations.
本文的目的是确定广义线性模型(GLM)是否比传统的简单线性回归模型更好,当适用于Eskom的13个燃煤发电站在发电过程中排放到大气中的二氧化氮(NO2)时。通过正向和反向选择模型变量,拟合了NO2排放数据的GLM。采用回归分析拟合了一个类似的模型进行比较。结果表明,GLM可以用来预测和解释南非燃煤发电站的NO2排放。通过包括在残差中显示改进的方差行为的图在内的诊断措施,发现对数正态模型是更好的模型。各种变量,如发送的电量(以千瓦时为单位),发电站的年龄(以年为单位),使用的发电站,以及相互作用的术语,如电力和站,年龄和站,可以用来描述/预测Eskom燃煤发电站的二氧化氮排放量(以吨为单位)。
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引用次数: 0
Trend analysis and inter-annual variability in wind speed in South Africa 南非风速趋势分析和年际变率
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2023-03-26 DOI: 10.17159/2413-3051/2022/v33i4a13162
Mamello Chauke
Reliable forecasts of long-term longitudinal wind speed patterns may help predict air circulation changes. They are also essential for the planning and financing of wind projects for Independent Power Producers (IPPs). Long-term wind speed trends and variations in historical mean wind speed data were examined using Mann Kendall’s test and calculating inter-annual variability (IAV). The Wind Atlas for South Africa (WASA) provides high resolution quality wind data for research and applications locally. WASA has 19 meteorological stations in South Africa. The WASA project began in 2009 with the aim of mapping South Africa's wind resource, allowing stakeholders in the wind energy sector and industry to explore and prepare for utility-scale wind power generation. For the past ten years, WASA has been measuring and providing data.The results showed an increasing trend at WM01 and a decreasing trend at WM08. There was no clear trend at other wind masts. Satellite data was used to validate results and no trends were observed at most of the stations. IAV values for this study ranged between 1.088% and 3.353% which is relatively low compared to the commonly found IAV values of 5-6%, implying that mean annual wind speed variation at these stations is low. To confirm a clear trend in wind speed, it is recommended that further work be done with long term periods and substantiate our finding with the use of historical simulation and climate change scenarios.
长期纵向风速模式的可靠预报可能有助于预测空气环流的变化。它们对于独立发电商(ipp)的风电项目规划和融资也至关重要。利用Mann Kendall检验和计算年际变率(IAV),研究了历史平均风速数据的长期风速趋势和变化。南非风地图集(WASA)为当地的研究和应用提供了高分辨率的风数据。WASA在南非有19个气象站。WASA项目始于2009年,其目的是绘制南非的风能资源,使风能部门和行业的利益相关者能够探索和准备公用事业规模的风力发电。在过去的十年里,WASA一直在测量和提供数据。结果表明,在WM01有上升趋势,在WM08有下降趋势。其他风塔没有明显的趋势。卫星数据用于验证结果,在大多数站点没有观察到趋势。本研究的IAV值在1.088% ~ 3.353%之间,与常见的5 ~ 6%的IAV值相比,相对较低,说明这些站点的年平均风速变化较小。为了确认风速的明显趋势,建议进行长期的进一步工作,并利用历史模拟和气候变化情景来证实我们的发现。
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引用次数: 0
Investigation of Wind Data Resolution for Small Wind Turbine Performance Study 小型风力机性能研究中风力数据分辨率的研究
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-12-30 DOI: 10.17159/2413-3051/2022/v33i4a13647
Kimon Silwal, P. Freere
Small wind turbine sites, in general, use a 0.5Hz sampling interval and a 10-minute averaging interval for a feasibility study or turbine testing.  Studies have established that the calculated performance variation of small wind turbines when averaging at large time intervals.  The performance variation is larger for sites with high wind variability. However, these studies are often based on low sampling frequency and high averaging intervals.  In the present study, wind speed data has been measured at a high sampling frequency of 20Hz with an ultrasonic sensor.  A dynamic model of a 50W Rutland wind turbine is used to analyse the simulated performance using wind speed data at a range of sampling intervals and some averaging intervals.  The wind turbine and the anemometer are installed in a residential area of high wind variability.  The energy is calculated and compared directly using the wind turbine model and using the IEC recommended method of bins.  The direct method results show that the rise in instantaneous sampling intervals up to 20 seconds has an insignificant effect on the energy output.  Whereas, for 2-seconds sampled wind data averaged over 10-minutes, energy overestimates of 19% is observed.  However, where only 10-minute interval averaged wind data are available, there is a significant underestimate in energy by 45%.  The energy calculated using the method of bins overestimates the energy by 19% for high resolution wind data and underestimates by 22% for 10-minute average data.
小型风力涡轮机站点,一般使用0.5Hz的采样间隔和10分钟的平均间隔进行可行性研究或涡轮机测试。研究表明,在大时间间隔平均时,计算得到的小型风力发电机组的性能变化。在风变率高的场地,性能变化较大。然而,这些研究往往基于低采样频率和高平均间隔。在本研究中,用超声波传感器在20Hz的高采样频率下测量风速数据。以某50W拉特兰风力机为例,利用风速数据在一定采样间隔和一定平均间隔下的模拟性能进行了分析。风力涡轮机和风速计安装在风力变化较大的住宅区。使用风力涡轮机模型和IEC推荐的箱型方法直接计算和比较能量。直接法计算结果表明,瞬时采样间隔增加20秒对能量输出的影响不显著。然而,对于平均超过10分钟的2秒采样风数据,可以观察到19%的能量高估。然而,在只有10分钟间隔的平均风力数据可用的情况下,能量被严重低估了45%。使用箱法计算的能量对高分辨率风数据的能量高估19%,对10分钟平均数据的能量低估22%。
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引用次数: 0
Commercialization of green hydrogen production from kraal manure in the Eastern Cape, South Africa: A review 南非东开普省利用kraal粪肥生产绿色氢的商业化:综述
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-12-30 DOI: 10.17159/2413-3051/2022/v33i4a13116
N. Dyantyi, T. Ncanywa
Renewable Energy Independent Power Producer Procurement launched in 2011 contracts renewable energy producers to supplement the national electricity grid. No preferred bidders produce energy using hydrogen fuel cells, particularly Proton Exchange Membrane Fuel Cell (PEMFC), possibly due to technicalities associated with qualifying hydrogen and fuel cells as renewable. The study explores processes to be followed in South Africa to commercialize green hydrogen production for PEMFC from kraal manure. The paper employed an integrative literature review methodology. There are different stages in product commercialisation, such as developing a product, taking the product to markets, growth, and diffusion. The discussions indicate a huge amount of hydrogen that can be produced from kraal manure that is in abundance in the Eastern Cape. Commercialization of hydrogen production can address global economic goals such as waste management, fighting poverty, reducing unemployment and addressing energy challenges.   
可再生能源独立发电商采购项目于2011年启动,可再生能源发电商补充国家电网的合同。没有优先投标人使用氢燃料电池生产能源,特别是质子交换膜燃料电池(PEMFC),可能是由于与氢和燃料电池作为可再生能源相关的技术问题。该研究探索了南非将利用kraal粪肥为PEMFC生产绿色氢气商业化的过程。本文采用综合文献综述方法。产品商业化有不同的阶段,如开发产品,将产品推向市场,增长和扩散。这些讨论表明,从东开普省丰富的kraal粪便中可以产生大量的氢。氢生产的商业化可以解决全球经济目标,如废物管理、消除贫困、减少失业和应对能源挑战。
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引用次数: 0
Socio-economic analysis of solar photovoltaic-based mini-grids in rural communities: A Ugandan case study 农村社区太阳能光伏微型电网的社会经济分析:乌干达案例研究
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-09-26 DOI: 10.17159/2413-3051/2022/v33i3a10441
Richard Cartland, A. Sendegeya, Jean de Dieu Khan Hakizimana
The provision of electricity in rural areas has been an outstanding need in trying to achieve the United Nations sustainable development goals (SDGs) by 2030. However, most sub-Saharan countries have found this difficult due to financial constraints. Uganda tried to increase rural electrification to more than 20% of its population by 2020 through Rural Electrification Agency programmes. In an attempt to realise SDGs and the National Vision by 2040, Uganda is investing more in renewable energy sources, especially solar photovoltaic mini-grids to ensure that rural areas access affordable, reliable, and sustainable modern energy. This paper assesses the operation, causes of failure, causes of discomfort for mini-grid connected customers, and customer behavior of two solar photovoltaic mini-grids located in Kyenjojo District in western Uganda. It was found that the current energy demand exceeds the generation supply and that the systems need phase upgrades and clustering to remain economically viable and sustainable. The methodology involved re-sizing the existing load demand of the connected users, well-designed and administered questionnaires, analysis of published literature, review of the existing records, and interviews. Analysis was done in an Excel software program. The paper concludes by identifying the benefits and challenges of solar photovoltaic mini-grids in Kyenjojo District.
要在2030年前实现联合国可持续发展目标(sdg),农村地区的电力供应是一个突出的需求。然而,由于财政限制,大多数撒哈拉以南国家很难做到这一点。乌干达试图通过农村电气化机构的方案,到2020年将农村电气化率提高到20%以上。为了在2040年之前实现可持续发展目标和国家愿景,乌干达正在加大对可再生能源的投资,特别是太阳能光伏微型电网,以确保农村地区获得负担得起、可靠和可持续的现代能源。本文评估了位于乌干达西部Kyenjojo地区的两个太阳能光伏微电网的运行情况、故障原因、用户不适原因以及用户行为。研究发现,当前的能源需求超过了发电供应,系统需要进行阶段升级和集群,以保持经济上的可行性和可持续性。该方法包括重新确定连接用户的现有负载需求,精心设计和管理问卷,分析已发表的文献,审查现有记录和访谈。分析是在Excel软件程序中完成的。本文最后确定了Kyenjojo地区太阳能光伏微型电网的好处和挑战。
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引用次数: 0
The role of natural gas in facilitating the transition to renewable electricity generation in South Africa 天然气在促进南非向可再生能源发电过渡中的作用
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-09-26 DOI: 10.17159/2413-3051/2022/v33i3a12742
S. Clark, J. Van Niekerk, J. Petrie, C. McGregor
As is being done in most of the world, South Africa has commenced the transition from a fossil fuel-based electricity generation system to one based on renewable sources to meet greenhouse gas emission reduction goals. This paper explores the role of natural gas in South Africa to support the transition to a renewable energy-driven power grid. Specifically, the paper quantifies the firm and dispatchable power requirement to accommodate variability in solar and wind generation sources based on real-time series data from current renewable energy power plants for the country, and demonstrates that natural gas could be one of the elements to meet the medium-term need for this dispatchable power requirement, based on current regional gas resources. A range of alternative natural gas sources are considered in this analysis, covering existing gas resources from Mozambique, deep-water offshore potential from the southern Cape, shale gas from the Karoo basin, as well as liquefied natural gas imports. In addition, the alternatives to natural gas to supply the required dispatchable energy are considered. The analysis shows that the major challenge is to have sufficient gas storage available to be able to provide gas at the very high instantaneous rates required, but where the gas is only used for short periods of time and at low annual rates.
正如世界上大多数国家正在做的那样,南非已经开始从以矿物燃料为基础的发电系统过渡到以可再生能源为基础的发电系统,以实现减少温室气体排放的目标。本文探讨了天然气在南非支持向可再生能源驱动的电网过渡中的作用。具体而言,本文根据该国现有可再生能源发电厂的实时系列数据,量化了稳定和可调度的电力需求,以适应太阳能和风能发电来源的可变性,并根据目前的区域天然气资源,证明天然气可以成为满足这种可调度电力需求的中期需求的要素之一。该分析考虑了一系列替代天然气来源,包括来自莫桑比克的现有天然气资源、来自南开普省的深水海上潜力、来自Karoo盆地的页岩气以及进口的液化天然气。此外,还考虑了天然气的替代方案,以提供所需的可调度能源。分析表明,主要的挑战是要有足够的储气库,能够以非常高的瞬时速率提供所需的天然气,但天然气的使用时间很短,年增长率也很低。
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引用次数: 2
Determination of country-specific greenhouse gas emission factors for South African liquid and gaseous fuels 确定南非液体和气体燃料的国别温室气体排放系数
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-09-26 DOI: 10.17159/2413-3051/2022/v33i3a13592
G. Kornelius, P. Forbes, T. Fischer, Malin Govender
Higher-tier methods for greenhouse gas reporting require country-specific emission factors for a range of liquid and gaseous fuels for both stationary and mobile fuel combustion activities. Samples of selected liquid fuels used in South Africa were collected over the summer and winter seasons in the Gauteng, Mpumalanga, Free State, KwaZulu-Natal and Western Cape provinces of South Africa, primarily from large retail stations along major traffic routes (unleaded petrol – ULP93 and ULP95 – and diesel). Liquid fuels used in smaller volumes (bio-ethanol, paraffin, jet kerosene, aviation gasoline and heavy fuel oil) were also sampled at appropriate locations. Samples (343 in total) were analysed for carbon content using standard methods at an accredited commercial laboratory. Calorific values of the fuels were also determined, to allow for the calculation of methane and nitrous oxide emission factors. Results were statistically analysed to determine mean values and their uncertainties, to identify outliers, and to determine correlations between variables. Results for ULP93 and ULP95 were weighted by their respective 2021 annual average sales volumes to obtain an average value for all petrol of 2 263 g CO2/L. Based on sales data from the years 2018–2021, summer and winter results were equally weighted to obtain annual average emission factors for ULP93 (2255 g CO2/L), ULP95 (2 265 g CO2/L) and diesel (2 650 g CO2/L), reflecting a slight decrease from the values contained in the 2017 Department of Environmental Affairs Technical guidelines for monitoring, reporting and verification of greenhouse gas emissions by industry. A calculation-based liquefied petroleum gas emission factor, confirmed by analysis certificates from a number of local suppliers, was found to be 3002 g CO2/kg.
温室气体报告的高级方法要求固定和移动燃料燃烧活动的一系列液体和气体燃料的国别特定排放因子。夏季和冬季在南非豪登省、姆普马兰加省、自由邦、夸祖鲁-纳塔尔省和西开普省收集了南非使用的选定液体燃料样本,主要来自主要交通路线沿线的大型零售站(无铅汽油- ULP93和ULP95 -和柴油)。还在适当地点取样了体积较小的液体燃料(生物乙醇、石蜡、航空煤油、航空汽油和重质燃料油)。样本(共343份)在认可的商业实验室使用标准方法分析碳含量。还确定了燃料的热值,以便计算甲烷和一氧化二氮的排放系数。对结果进行统计分析,以确定平均值及其不确定性,识别异常值,并确定变量之间的相关性。ULP93和ULP95的结果以各自2021年的年平均销量加权,得到所有汽油的平均值为2263 g CO2/L。根据2018-2021年的销售数据,对夏季和冬季的结果进行等量加权,得到ULP93 (2255 g CO2/L)、ULP95 (2265 g CO2/L)和柴油(2650 g CO2/L)的年平均排放系数,反映出与2017年环境事务部监测、报告和核查行业温室气体排放的技术指南中包含的值相比略有下降。基于计算的液化石油气排放系数,经一些当地供应商的分析证书确认,发现为3002克二氧化碳/公斤。
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引用次数: 1
An overview of the socio-economic impacts of the green hydrogen value chain in Southern Africa 概述绿色氢价值链在南部非洲的社会经济影响
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-09-26 DOI: 10.17159/2413-3051/2022/v33i3a12543
S. Hamukoshi, N. Mama, Panduleni Penipawa Shimanda, N. H. Shafudah
The green hydrogen economy offers synthetic green energy with significant impacts and is environmentally friendly compared to current fossil-based fuels. Exploration of green hydrogen energy in Southern Africa is still in the initial stages in many low-resourced settings aiming to benefit from sustainable green energy. At this early stage, potential benefits to society are yet to be understood. That is why the socio-economic impact of green hydrogen energy must be explored. This paper reviews the current literatures to describe the potential socio-economic effects in the Southern African Development Community (SADC). The review supports the view that green hydrogen will be beneficial and have great potential to revolutionise agricultural and industrial sectors, with advanced sustainable changes for both production and processing. This paper also examines how sustainable green hydrogen energy production in Southern Africa will provide economic value in the energy export sector around the world and support climate change initiatives. Further, it discusses the impacts of the green hydrogen value addition chain and the creation of green jobs, as well as the need for corresponding investments and policy reforms. It is also noted that the green hydrogen economy can contribute to job losses in fossil fuel-based industries, so that the workforce there may need re-skilling to take up green jobs. Such exchanges may deter efforts towards poverty alleviation and economic growth in SADC.
与目前的化石燃料相比,绿色氢经济提供了具有重大影响的合成绿色能源,并且对环境友好。在非洲南部许多资源匮乏的地区,绿色氢能的探索仍处于初级阶段,旨在从可持续的绿色能源中获益。在这个早期阶段,对社会的潜在好处还有待了解。这就是为什么必须探索绿色氢能的社会经济影响。本文回顾了目前的文献,以描述南部非洲发展共同体(SADC)的潜在社会经济影响。该评估支持这样一种观点,即绿色氢将是有益的,并且具有巨大的潜力,可以在生产和加工方面实现先进的可持续变化,从而彻底改变农业和工业部门。本文还研究了南部非洲的可持续绿色氢能生产将如何为世界各地的能源出口部门提供经济价值,并支持气候变化倡议。此外,它还讨论了绿色氢价值链和创造绿色就业机会的影响,以及相应投资和政策改革的必要性。报告还指出,绿色氢经济可能导致以化石燃料为基础的行业失业,因此那里的劳动力可能需要重新培训才能从事绿色工作。这种交流可能阻碍南部非洲发展共同体为减轻贫穷和经济增长所作的努力。
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引用次数: 1
Determinants of household energy fuel choice in Lesotho 莱索托家庭能源燃料选择的决定因素
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-06-17 DOI: 10.17159/2413-3051/2022/v33i2a13190
M. Mothala, R. Thamae, M. Mpholo
The determinants of household energy fuel choice have not been studied in some developing countries, including Lesotho, despite the potential benefits such a study might have for policy design and implementation. This study uses the data collected by Lesotho’s Bureau of Statistics through a national household energy consumption survey of 2017, and a multinomial logistic regression to analyse the determinants of household energy fuel choice in Lesotho. The results indicate that the gender of the household head does not influence the choice of cleaner energy fuels for cooking and water heating. However, the age and education of the household head, household size, level of income, and access to electricity are drivers of energy fuel choice. The older the household head and the larger the household, the less likely it is to adopt cleaner energy fuels. Generally, higher income, access to electricity and a better-educated household head make a household more likely to adopt clean energy fuels. Thus, policies aimed at promoting household income-generating opportunities, effective provision of access to electricity, and investment in education can influence the choice of clean energy use within households. But these policies must be tailored to the unique characteristics of different settlement types, given that the significance of these determinants vary across rural, peri-urban, and urban areas.
在包括莱索托在内的一些发展中国家,尚未对家庭能源燃料选择的决定因素进行研究,尽管这种研究可能对政策设计和执行有潜在的好处。本研究使用莱索托统计局通过2017年全国家庭能源消费调查收集的数据,并使用多项逻辑回归分析莱索托家庭能源燃料选择的决定因素。研究结果表明,户主的性别对选择清洁能源燃料做饭和取水没有影响。然而,户主的年龄和教育程度、家庭规模、收入水平和电力供应是能源燃料选择的驱动因素。户主年龄越大,家庭规模越大,采用清洁能源燃料的可能性就越小。一般来说,较高的收入、获得电力和受教育程度较高的户主使一个家庭更有可能采用清洁能源燃料。因此,旨在促进家庭创收机会、有效提供电力和教育投资的政策可以影响家庭对清洁能源使用的选择。但是,鉴于这些决定因素的重要性在农村、城郊和城市地区各不相同,这些政策必须针对不同聚落类型的独特特征进行调整。
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引用次数: 2
Rural electricity system reliability: Do outages exacerbate spending on backup fuel in rural Tanzania? 农村电力系统的可靠性:停电是否加剧了坦桑尼亚农村备用燃料的支出?
4区 工程技术 Q4 ENERGY & FUELS Pub Date : 2022-06-17 DOI: 10.17159/2413-3051/2022/v33i2a13018
B. G. Muhihi, Lusambo Leopold Paschal
Most rural Tanzanians have had no access to electricity. But efforts have been made to remedy this, including an extension of the national grid and the establishment of independent power plants in rural areas. The result is a recordable increase of people with access to electricity; however, the realization of reliable power for both consumers and suppliers has remained a puzzle. This paper out to examine the reliability of rural electricity systems based on consumer measures; to find out determinants for system reliability; and examine how outage incidences exacerbate households’ expenditure on backup fuels. Reliability was assessed through a stepwise approach, where a general system reliability index and trend analysis were used. It was found that system reliability was enhanced because consumers only spent 6–15 days per year without electricity due to outages. These are tolerable outages, given the volatility of the rural system. Further, weather, fire outbreaks in bushes, and lightning, significantly determined system reliability. Nonetheless, despite the reasonable reliability, some outage incidences had dragged consumers into unplanned expenditure on backup fuel. It is recommended that there should be a continuous inspection of the system, and the use of supervisory control and data acquisition device on the distribution line for accurate monitoring is imperative.
大多数坦桑尼亚农村居民都没有电。但政府已经采取了补救措施,包括扩大国家电网和在农村地区建立独立的发电厂。其结果是,获得电力的人数显著增加;然而,为消费者和供应商实现可靠的电力仍然是一个难题。本文提出了基于消费者测度的农村电力系统可靠性检验方法;找出系统可靠性的决定因素;并研究停电事件如何加剧家庭在备用燃料上的支出。可靠性评估通过逐步的方法,其中一般系统可靠性指标和趋势分析使用。据调查,由于停电,消费者每年只有6 ~ 15天没有电,因此提高了系统的可靠性。考虑到农村系统的不稳定性,这些中断是可以容忍的。此外,天气、灌木丛中发生的火灾和闪电也显著地决定了系统的可靠性。然而,尽管有合理的可靠性,一些停电事件已经把消费者拖入备用燃料的计划外支出。建议对系统进行连续检查,并在配电线路上使用监控和数据采集装置进行精确监控势在必行。
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引用次数: 0
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Journal of Energy in Southern Africa
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