System Studies to Assess Preparedness of the Zambian Electrical Grid for the Energy Transition Through Integration of Large-Scale Variable Renewable Energy Sources

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However, with approximately 3000 sunshine hours per annum and an average solar insolation of 5.5 kWh/m2/day and great wind resource potential (~6 to 11 m/s) for utility scale wind power in some parts of the country at heights between 80 and 200 m above sea level (A.S.L), Zambia has potential to benefit from its immense renewable resources endowment to accelerate electricity access and decarbonization of the power sector. In 2019, RES4Africa alongside Enel Foundation and with technical expertise from CESI conducted an optimal technical-economic penetration of variable renewable energy sources (VRES) in Zambia. This study had limitations as it did not tackle site-specific geospatial mapping of VRES, nor did it delve into technical system studies to include steady state and dynamic stability analyses for the Zambian power grid owing to the large-scale VRES penetration. With this motivation in research gap, a systematic methodology was developed by the author for the potential of conducting renewable energy penetration system studies for the Zambian integrated power system for the year 2025 and 2030. Thereafter, the potential sites were mapped using QGIS before applying the formulated modelling methodology on the Zambian grid to conduct steady state and dynamic stability studies for the various scenarios and study cases (i.e., 2025 base, 2025 peak demand with VRES, 2025 peak solar, 2025 peak VRES). The results obtained using Power factory Dig SILENT modelling, and simulation software are presented as system steady state, short circuit, system inertia estimation and dynamic stability analyses. The results obtained for each scenario were compared to the base case i.e., before connecting the proposed VRES projects. Further, investigation of system adequacy and security were performed through contingency analysis. The 2025 steady state analysis for the peak VRES case revealed that the loading of the transmission lines was below 100%. With the proposed VRES projects contributing to about 68% of the total system generation under this condition, the results showed huge reduction in loadings of the transmission lines from the major power plants i.e., Kariba North and Kafue Gorge Power plants when compared to the base case results. The 2025 system inertia analysis for the peak VRES case showed a reduction in the system inertia by approximately 68.5% compared to the base case. This is because the dispatch to serve the grid load in this scenario prioritized VRES over hydropower. The 2025 short circuit analysis revealed that the largest decrease in the fault level was Kariba North Bank and Kafue gorge power stations under peak VRES condition with a reduction of 6kA owing to all the machines being switched off at Kariba North from the initial 6 while Kafue Gorge upper had 2 running machines from the initial 6 in the base case. On the other hand, an overall increase in short circuit levels was experienced across the network for the Peak demand case with VRES. In the dynamic stability analysis, fault ride through (FRT) studies were conducted to ensure that VRES plants stay connected when the AC grid voltage is temporarily reduced or increased due to a fault or large load change in the grid. Moreover, the study demonstrated that for all 2025 study cases, a general increase in rate of change of frequency (RoCoF) values was observed with increased VRES integration. However, all RoCoF values obtained were well below the 1Hz/s threshold as stipulated in the Zambian transmission grid code with both frequency nadir and zenith values being well within the 50±2.5% limits.Seeing that a large share of grid demand will be met by VRES in 2025, 2030 and beyond, detailed future research must go towards utilization of machine learning and artificial intelligence in nowcasting and day ahead short-term forecasts. 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Abstract

Zambia still faces significant challenges in her quest to become a middle-income nation by 2030. Some of these issues include low access to clean energy technologies, low electrification rates and limited infrastructure to transport electricity. Moreover, for a country that is predominantly hydropower dependent with an 85% share, climate change induced droughts contributed to approximately a 30% power deficit in 2020 owing to reduction in the hydropower generation capacity. Two years down the line the situation has not changed much with load management anticipated to commence in the fourth quarter of 2022 with an average outage duration of 6 hours a day countrywide. However, with approximately 3000 sunshine hours per annum and an average solar insolation of 5.5 kWh/m2/day and great wind resource potential (~6 to 11 m/s) for utility scale wind power in some parts of the country at heights between 80 and 200 m above sea level (A.S.L), Zambia has potential to benefit from its immense renewable resources endowment to accelerate electricity access and decarbonization of the power sector. In 2019, RES4Africa alongside Enel Foundation and with technical expertise from CESI conducted an optimal technical-economic penetration of variable renewable energy sources (VRES) in Zambia. This study had limitations as it did not tackle site-specific geospatial mapping of VRES, nor did it delve into technical system studies to include steady state and dynamic stability analyses for the Zambian power grid owing to the large-scale VRES penetration. With this motivation in research gap, a systematic methodology was developed by the author for the potential of conducting renewable energy penetration system studies for the Zambian integrated power system for the year 2025 and 2030. Thereafter, the potential sites were mapped using QGIS before applying the formulated modelling methodology on the Zambian grid to conduct steady state and dynamic stability studies for the various scenarios and study cases (i.e., 2025 base, 2025 peak demand with VRES, 2025 peak solar, 2025 peak VRES). The results obtained using Power factory Dig SILENT modelling, and simulation software are presented as system steady state, short circuit, system inertia estimation and dynamic stability analyses. The results obtained for each scenario were compared to the base case i.e., before connecting the proposed VRES projects. Further, investigation of system adequacy and security were performed through contingency analysis. The 2025 steady state analysis for the peak VRES case revealed that the loading of the transmission lines was below 100%. With the proposed VRES projects contributing to about 68% of the total system generation under this condition, the results showed huge reduction in loadings of the transmission lines from the major power plants i.e., Kariba North and Kafue Gorge Power plants when compared to the base case results. The 2025 system inertia analysis for the peak VRES case showed a reduction in the system inertia by approximately 68.5% compared to the base case. This is because the dispatch to serve the grid load in this scenario prioritized VRES over hydropower. The 2025 short circuit analysis revealed that the largest decrease in the fault level was Kariba North Bank and Kafue gorge power stations under peak VRES condition with a reduction of 6kA owing to all the machines being switched off at Kariba North from the initial 6 while Kafue Gorge upper had 2 running machines from the initial 6 in the base case. On the other hand, an overall increase in short circuit levels was experienced across the network for the Peak demand case with VRES. In the dynamic stability analysis, fault ride through (FRT) studies were conducted to ensure that VRES plants stay connected when the AC grid voltage is temporarily reduced or increased due to a fault or large load change in the grid. Moreover, the study demonstrated that for all 2025 study cases, a general increase in rate of change of frequency (RoCoF) values was observed with increased VRES integration. However, all RoCoF values obtained were well below the 1Hz/s threshold as stipulated in the Zambian transmission grid code with both frequency nadir and zenith values being well within the 50±2.5% limits.Seeing that a large share of grid demand will be met by VRES in 2025, 2030 and beyond, detailed future research must go towards utilization of machine learning and artificial intelligence in nowcasting and day ahead short-term forecasts. This has the potential to optimize both system operations during dispatch and energy market trading both local and regional.
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通过整合大规模可变可再生能源,评估赞比亚电网能源转型准备的系统研究
赞比亚在2030年成为中等收入国家的过程中仍面临重大挑战。其中一些问题包括获得清洁能源技术的机会少、电气化率低以及运输电力的基础设施有限。此外,对于一个主要依赖水电的国家来说,由于水力发电能力的减少,气候变化引起的干旱导致2020年约有30%的电力缺口。两年后,情况没有太大变化,预计将于2022年第四季度开始负荷管理,全国平均每天停电时间为6小时。然而,赞比亚每年的日照时数约为3000小时,平均日照时数为5.5千瓦时/平方米/天,在该国海拔80至200米(A.S.L)的一些地区,风力资源潜力巨大(约6至11米/秒),可用于公用事业规模的风力发电,因此,赞比亚有潜力从其巨大的可再生资源禀赋中受益,以加速电力供应和电力部门的脱碳。2019年,RES4Africa与Enel基金会以及CESI的技术专长一起,在赞比亚对可变可再生能源(VRES)进行了最佳技术经济渗透。这项研究存在局限性,因为它没有解决VRES的特定地点地理空间测绘问题,也没有深入研究技术系统研究,包括由于大规模VRES渗透而对赞比亚电网进行的稳态和动态稳定性分析。基于这一研究缺口的动机,作者开发了一种系统的方法,用于进行2025年和2030年赞比亚综合电力系统可再生能源渗透系统研究的潜力。随后,使用QGIS绘制了潜在站点的地图,然后将制定的建模方法应用于赞比亚电网,对各种情景和研究案例(即2025年基数、2025年VRES峰值需求、2025年太阳能峰值、2025年VRES峰值)进行稳态和动态稳定性研究。利用电厂Dig SILENT模型和仿真软件对系统稳态、短路、系统惯性估计和动态稳定性进行了分析。在连接拟议的VRES项目之前,将每种方案获得的结果与基本情况进行比较。进一步,通过应急分析对系统的充分性和安全性进行了调查。2025年VRES峰值稳态分析表明,输电线路负荷低于100%。在这种情况下,拟议的VRES项目贡献了约68%的系统总发电量,结果显示,与基本情况结果相比,主要发电厂(即Kariba North发电厂和Kafue Gorge发电厂)的输电线路负荷大幅减少。2025年VRES峰值情况下的系统惯性分析表明,与基本情况相比,系统惯性减少了约68.5%。这是因为在这种情况下,为电网负荷服务的调度优先考虑VRES而不是水电。2025年短路分析显示,在VRES峰值条件下,卡里巴北岸和卡富峡谷电站的故障电平下降幅度最大,减少了6kA,原因是卡里巴北岸的6台机组全部关闭,而卡富峡谷上游的6台机组只有2台在运行。另一方面,在VRES的高峰需求情况下,整个网络的短路水平总体上有所增加。在动态稳定性分析中,进行了故障穿越(FRT)研究,以确保VRES电厂在交流电网电压因故障或电网负荷变化而暂时降低或升高时保持连接。此外,研究表明,在所有2025个研究案例中,随着VRES积分的增加,频率变化率(RoCoF)值普遍增加。然而,获得的所有RoCoF值都远低于赞比亚输电网规范规定的1Hz/s阈值,频率最低点和天顶值都在50±2.5%的范围内。鉴于VRES将在2025年、2030年及以后满足大部分电网需求,未来必须进行详细的研究,以利用机器学习和人工智能进行临近预报和日前短期预测。这有可能优化调度期间的系统运行和本地和区域能源市场交易。
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Journal of Electrical and Electronics Engineering
Journal of Electrical and Electronics Engineering Engineering-Electrical and Electronic Engineering
CiteScore
0.90
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审稿时长
16 weeks
期刊介绍: Journal of Electrical and Electronics Engineering is a scientific interdisciplinary, application-oriented publication that offer to the researchers and to the PhD students the possibility to disseminate their novel and original scientific and research contributions in the field of electrical and electronics engineering. The articles are reviewed by professionals and the selection of the papers is based only on the quality of their content and following the next criteria: the papers presents the research results of the authors, the papers / the content of the papers have not been submitted or published elsewhere, the paper must be written in English, as well as the fact that the papers should include in the reference list papers already published in recent years in the Journal of Electrical and Electronics Engineering that present similar research results. The topics and instructions for authors of this journal can be found to the appropiate sections.
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