Design Simulation and Review of Solar PV Power Forecasting Using Computing Techniques

Rajendra Kumar, Gulhasan Ahmad, Pawan Kumar Tiwari, Mukesh Kumar Yadav
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引用次数: 2

Abstract

The field of renewable energies provides solutions to the sustainable energy challenges of developing countries. Various renewable energy options are used to solve the power shortage in India. In recent years, power generation has increased significantly, but the market is promising for domestic organisations, distribution networks and transmission networks, and the financial situation is sluggish and influential. India has 450,000 kilowatts of hydroelectric power, has an installed wind power capacity of 230,000 kilowatts, but has almost no great potential for renewable energy. However, India is currently very high in this region, 2022 (not including large hydropower), the target is to raise the current installed capacity from 37 GW of renewable energy to 1.75 million kilowatts. Solar energy is a key part of the government’s extension policy. The demonstration of solar PV Systems is highly advantageous for geography and structure. For efficient structure, we need effective design and forecasting tools. PV system is a popular tool to optimise and schedule the design and construction of independent photovoltaic solar systems connected to the grid. The objective of this research is to introduce the equivalent design model of the photo voltaic solar power plant and to analyses the impact of power forecasting on performance assessment of solar photo voltaic system. Mathematical model of solar photovoltaic system has been implemented using and performance is analysed using PV and IV characteristics of solar photovoltaic system. Modified prediction technique was implemented for optimum forecasting in the specified scenario of complex operating condition.
基于计算技术的太阳能光伏发电功率预测的设计、仿真与综述
可再生能源领域为发展中国家的可持续能源挑战提供了解决方案。各种可再生能源被用来解决印度的电力短缺问题。近年来,发电量显著增加,但对国内组织、配电网和输电网络来说,市场前景广阔,财务状况低迷且有影响力。印度拥有45万千瓦的水力发电,23万千瓦的风力发电装机容量,但几乎没有很大的可再生能源潜力。然而,印度目前在该地区的装机容量非常高,2022年(不包括大型水电)的目标是将目前的可再生能源装机容量从37吉瓦提高到175万千瓦。太阳能是政府推广政策的关键部分。太阳能光伏系统的示范具有很强的地理和结构优势。为了实现高效的结构,我们需要有效的设计和预测工具。光伏系统是一种流行的工具,用于优化和规划独立的光伏并网太阳能系统的设计和建设。本研究的目的是引入光伏太阳能电站的等效设计模型,并分析功率预测对太阳能光伏系统性能评估的影响。利用太阳能光伏系统的PV和IV特性,建立了太阳能光伏系统的数学模型,并对其性能进行了分析。采用改进的预测技术,在复杂工况的特定场景下进行最优预测。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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