A Case Study on Implementation of an Efficient and Cost-Effective Solar Power Generation System for Irrigation Purpose

Tamilselvan, K. S.; Mageshkumar, G.; Suthagar, S.; Murugesan, Gopi Sri

doi:10.1007/978-981-15-4246-6_50

Cited by 1 publication

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“…Actualmente existen muchas fuentes de energía renovable disponibles, la generación de energía basada en principios fotovoltaicos juega un papel importante entre todas las fuentes. El uso de la energía solar, que es gratuita y de fácil acceso, es lo que provoca algunos fenómenos [16].…”

Section: Introductionunclassified

Predictive model of sunlight based on Artificial Intelligence for the optimization of electric power generation

Ovalle Paulino,

Rojas Nieves,

Villaverde Medrano

2023

Proceedings of the 21th LACCEI International Multi-Conference for Engineering, Education and Technology (LACCEI 2023): “Leaders

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Due to the continuous depletion of resources and the increased social awareness of environmental problems, there is currently a constant need for energy, which has led researchers to seek new technologies to optimize the production of electrical energy. The present investigation has the type of applied investigation, it has a predictive level, its design is experimental and with a quantitative approach. The CRISP-DM data mining methodology was used, which is considered the de facto methodology for projects dedicated to extracting data values. In this sense, the data was collected, establishing the following variables: date, time, elevation angle and azimuth, later, the data was ordered in the Excel program, to be later processed in the Orange software. Which was used to predict the coordinates of the movement of the sun, so that it can optimize the electrical energy through the solar light tracker system. In addition, linear regression precision metrics were used and the design of the proposed prototype was carried out.

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Section: Introductionunclassified