Optimal spatial arrangement of modules for large-scale photovoltaic farms in complex topography

IF 2.6 4区 工程技术 Q3 ENERGY & FUELS
Xu Tai, Hanlin Ru, Fei Wu, Wanbing Zhao, Yifan Ding, Qiang Yang
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Abstract

The existing methods for determining the module arrangement in photovoltaic (PV) farms are considered insufficient as they are generally limited to the environment of flat ground without considering both physical and electrical factors. The orientations of PV modules may be very diverse when installed in places with complex topography, e.g. mountains and abandoned mine sites. Thus, the received irradiance by the modules is inconsistent directly results in current differences and hence leads to significant mismatch loss in the PV arrays. This paper proposes a solution to determine the most appropriate combination of tilts and orientations of PV modules as well as the arrangement of PV arrays. The complex topographies are fully considered to minimize the mismatch loss phenomenon, and hence the power generation degradation. The solution adopts a set of models, i.e. the irradiation model for the calculation of optimal module tilts and orientations, the shadow model for shadow effect analysis, and the mismatch model for mismatch condition analysis. A two-layer multi-objective optimization is implemented for the optimal arrangement. The proposed solution is assessed through the case study of a 30 MW PV farm. The result confirms the effectiveness of the proposed solution for the optimal spatial module placement.

Abstract Image

复杂地形下大型光伏农场模块的最佳空间布局
现有的光伏发电场组件排列确定方法通常局限于平地环境,没有考虑物理和电气因素,因此被认为是不够的。如果光伏组件安装在地形复杂的地方,如山区和废弃矿场,其方向可能会有很大差异。因此,组件接收到的辐照度不一致会直接导致电流差异,从而导致光伏阵列出现严重的失配损耗。本文提出了一种解决方案,用于确定最合适的光伏组件倾斜和定向组合以及光伏阵列排列。本文充分考虑了复杂的拓扑结构,以最大限度地减少失配损失现象,从而降低发电量。该解决方案采用了一系列模型,即用于计算最佳组件倾斜度和方向的辐照模型、用于阴影效应分析的阴影模型以及用于失配条件分析的失配模型。为实现最佳布置,采用了双层多目标优化方法。通过对一个 30 兆瓦光伏发电场的案例研究,对提出的解决方案进行了评估。结果证实了所提方案在优化空间模块布置方面的有效性。
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来源期刊
IET Renewable Power Generation
IET Renewable Power Generation 工程技术-工程:电子与电气
CiteScore
6.80
自引率
11.50%
发文量
268
审稿时长
6.6 months
期刊介绍: IET Renewable Power Generation (RPG) brings together the topics of renewable energy technology, power generation and systems integration, with techno-economic issues. All renewable energy generation technologies are within the scope of the journal. Specific technology areas covered by the journal include: Wind power technology and systems Photovoltaics Solar thermal power generation Geothermal energy Fuel cells Wave power Marine current energy Biomass conversion and power generation What differentiates RPG from technology specific journals is a concern with power generation and how the characteristics of the different renewable sources affect electrical power conversion, including power electronic design, integration in to power systems, and techno-economic issues. Other technologies that have a direct role in sustainable power generation such as fuel cells and energy storage are also covered, as are system control approaches such as demand side management, which facilitate the integration of renewable sources into power systems, both large and small. The journal provides a forum for the presentation of new research, development and applications of renewable power generation. Demonstrations and experimentally based research are particularly valued, and modelling studies should as far as possible be validated so as to give confidence that the models are representative of real-world behavior. Research that explores issues where the characteristics of the renewable energy source and their control impact on the power conversion is welcome. Papers covering the wider areas of power system control and operation, including scheduling and protection that are central to the challenge of renewable power integration are particularly encouraged. The journal is technology focused covering design, demonstration, modelling and analysis, but papers covering techno-economic issues are also of interest. Papers presenting new modelling and theory are welcome but this must be relevant to real power systems and power generation. Most papers are expected to include significant novelty of approach or application that has general applicability, and where appropriate include experimental results. Critical reviews of relevant topics are also invited and these would be expected to be comprehensive and fully referenced. Current Special Issue. Call for papers: Power Quality and Protection in Renewable Energy Systems and Microgrids - https://digital-library.theiet.org/files/IET_RPG_CFP_PQPRESM.pdf Energy and Rail/Road Transportation Integrated Development - https://digital-library.theiet.org/files/IET_RPG_CFP_ERTID.pdf
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