Energy optimization and digitization of the PV energy balance between production and consumption

Abdellatif Hraich, Ali Haddi
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Abstract

Smart grids integrate information technologies to enhance the management of renewable energy sources as well as managing the energy balance between production and consumption. Their design relies on efficiently controlling intermittent energy production through two-way communication between energy generation and consumption, across the entire power grid value chain. Our primary objective is to demonstrate that the Sun Path Tracker, either with two or one degree of freedom, is more energy-efficient than fixed solar panels. This study offers solutions to optimize photovoltaic energy production by passing from experimentation using a solar tracking system and a Sun Astronomic Position Algorithm, that incorporates three different degrees of freedom photovoltaic panels mounted in mobile bracket and artificial intelligence optimization using stochastic algorithms. The energy data from the photovoltaic panels is stored in real-time, in local database and in external database (NoSQLGoogleFirebase) using the concept of connected objects or energy internet. This work had permitted to enhance the conversion efficiency of the photovoltaic panels by using the tracking technique and the Sun Algorithm Position via Astronomic calculation in the same line, we had built a database permitting to store the details about the different positions of tracking system with their equivalent energy values in their real actual reading times. Based on the average calculations, it is clear that our solution provides between 8,43 % and 14,56 % of energy yields significantly higher than fixed solar panels.
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光伏能源生产与消费平衡的能源优化与数字化
智能电网集成了信息技术,以加强对可再生能源的管理,并管理生产和消费之间的能源平衡。它们的设计依赖于在整个电网价值链中,通过能源生产和消费之间的双向通信,有效地控制间歇性能源生产。我们的主要目标是证明太阳轨迹追踪器,无论是两个自由度还是一个自由度,都比固定的太阳能电池板更节能。本研究通过太阳跟踪系统和太阳天文定位算法的实验,提供了优化光伏能源生产的解决方案,其中包括安装在移动支架上的三个不同自由度的光伏板和使用随机算法的人工智能优化。利用物联网或能源互联网的概念,光伏板的能源数据实时存储在本地数据库和外部数据库(NoSQL→GoogleFirebase)中。利用跟踪技术和天文计算的太阳算法位置在同一线路上提高了光伏板的转换效率,建立了一个数据库,可以存储跟踪系统在实际读取时间内的不同位置及其等效能量值的详细信息。根据平均计算,很明显,我们的解决方案提供了8.43%至14.56%的能量产出,明显高于固定太阳能电池板。
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