A new low-cost internet of things-based monitoring system design for stand-alone solar photovoltaic plant and power estimation

BE Demir - Applied Sciences, 2023 - mdpi.com
The increasing demand for solar photovoltaic systems that generate electricity from sunlight
stems from their clean and renewable nature. These systems are often deployed in remote …

Fertiliser cost prediction in European Union farms: Machine-learning approaches through artificial neural networks

VJPD Martinho - Open Agriculture, 2023 - degruyter.com
Abstract Machine-learning methodologies are part of the artificial intelligence approaches
with several applications in different fields of science and dimensions of human life. These …

[PDF][PDF] General overview of artificial neural network applications in renewable energy systems

BE Yağcı, G Demirsoy, AN Akpolat - Turkish Journal of …, 2024 - researchgate.net
Energy is one of the strategic elements that ensure the continuity and development of
countries, increase their welfare, and direct national and international energy policies …

Determination of Radiation Value by Month Using Artificial Neural Network Model; Ankara, Sivas, Erzurum example

S Uzun, H Arslantaş - Gazi University Journal of Science Part C …, 2024 - dergipark.org.tr
This research examines the estimation of solar radiation using artificial neural network
(ANN) models in Turkish cities with similar latitude values such as Ankara, Sivas and …

Modeling a Solar Power Plant with Artificial Neural Networks

S Arslan, H Esen, E Avcı, C Cengiz - International Journal of …, 2023 - dergipark.org.tr
This study will enable us to estimate the power of the solar power plant with measurement
data such as outdoor temperature-humidity, wind and precipitation amount, to protect the …

A New Low-Cost IoT Based Monitoring System Design for Stand-Alone Solar Photovoltaic Plant and Power Estimation

BE Demir - 2023 - preprints.org
This study presents a cost-effective IoT-based remote monitoring system for solar PV energy
systems, along with a machine learning-based PV power estimator. Remote access is …

Determination of Solar Radiation Value by Month Using Artificial Neural Network Model; Ankara, Sivas, Erzurum example.

S Uzun, H Arslantaş - … Fen Bilimleri Dergisi Part C: Tasarım …, 2024 - search.ebscohost.com
This research examines the estimation of solar radiation using artificial neural network
(ANN) models in Turkish cities with similar latitude values such as Ankara, Sivas and …

YAPAY ZEKÂ UYGULAMASI İLE GÜNEŞ PANELİ SİSTEMİ ENERJİ ÜRETİMİ TAHMİNİ

D Özer, B Aksoy - Yalvaç Akademi Dergisi - dergipark.org.tr
Güneş paneli teknolojisi, güneş enerjisini elektrik enerjisine dönüştürerek sürdürülebilir ve
temiz enerji üretimini desteklemektedir. Yapay zekâ, bu süreçte veri analizi, enerji yönetimi …