Planning third generation minigrids: Multi-objective optimization and brownfield investment approaches in modelling village-scale on-grid and off-grid energy systems

Nicolò Stevanato , Gianluca Pellecchia , Ivan Sangiorgio , Diana Shendrikova , Castro Antonio Soares , Riccardo Mereu , Emanuela Colombo
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引用次数: 1

Abstract

Access to reliable and sustainable electricity is still precluded for a large share of global population living in rural areas of developing countries, especially in sub-Saharan Africa. Hybrid microgrids are considered a suitable solution for providing affordable and reliable access to electricity to isolated communities. Properly planning and sizing such systems is although an aspect that can greatly influence the sustainability of the intervention, and the arrival to the market of the third generation minigrids poses new challenges to the process. Three main challenges are identified as pivotal for the proper sizing of new generation microgrids: arrival of the main grid, inappropriateness of Net Present Cost as only objective function in the strategy selection process, and necessity to operate on already existing minigrids. Such aspects are addressed in this work by proposing a methodological advancement to an existing open-source microgrid sizing model: a grid outage model alongside the definition of new constraints and variables for the optimization problem with grid-connected microgrids, a multi-objective optimization option, and a brown-field optimization option. The new version of the model is tested on real life case studies in rural Rwanda (greenfield) and Mozambique (brownfield), proving the profitability of grid-connected and grid-extension solutions for sufficiently low connection distances. Sensitivity analyses are performed to assess variations in system size, cost and CO2 emissions with respect to microgrid and grid connection parameters.

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规划第三代微型电网:多目标优化和棕地投资方法,用于模拟村庄规模的上网和离网能源系统
生活在发展中国家,特别是撒哈拉以南非洲农村地区的全球人口中,有很大一部分人仍然无法获得可靠和可持续的电力。混合微电网被认为是为与世隔绝的社区提供负担得起且可靠的电力供应的合适解决方案。正确规划和确定此类系统的规模是一个可能极大影响干预可持续性的方面,而第三代微型电网的上市对这一过程提出了新的挑战。三个主要挑战被确定为新一代微电网适当规模的关键:主电网的到来、作为战略选择过程中唯一目标函数的净现值成本的不适当性,以及在现有微电网上运行的必要性。这项工作通过对现有开源微电网规模模型提出方法上的改进来解决这些问题:电网停运模型,以及为并网微电网的优化问题定义新的约束和变量,多目标优化选项和棕场优化选项。新版模型在卢旺达农村(绿地)和莫桑比克(棕地)的实际案例研究中进行了测试,证明了并网和电网扩展解决方案在足够低的连接距离下的盈利能力。进行灵敏度分析,以评估系统规模、成本和二氧化碳排放量相对于微电网和电网连接参数的变化。
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