[HTML][HTML] Design of novel IoT-based solar powered PV pum** systems for agricultural applications in diverse climatic zones of India

AK Yadav, V Yadav, H Malik, R Khargotra, T Singh - Results in Engineering, 2024 - Elsevier
Irrigation is a crucial component of the agriculture industry. The gross domestic output of
India is about 15% derived from its farmers. Crop failure is common among farmers …

[HTML][HTML] Optimized deep neural network to estimate orientation angles for solar photovoltaics intelligent systems

ALR Nadia, ALN Hazem - Cleaner Engineering and Technology, 2024 - Elsevier
Using a single hidden layer neural network in estimating orientation angles for solar
photovoltaics lacks the complexity required to model nonlinear relationships between input …

Optimizing the deep learning parameters using metaheuristic algorithms for PV-battery-based DC nanogrids

MH Sulaiman, Z Mustaffa… - International Journal of …, 2024 - Taylor & Francis
This paper presents an implementation of metaheuristic algorithms to optimise deep
learning neural networks (DNNs) for sensor-less control of photovoltaic (PV) Converters in …

Energy, exergy and performance analysis of a 380 kWP roof-top PV plant assisted with data-driven models for energy generation

A Rathore, S Sundaram - Journal of Thermal Engineering, 2024 - dergipark.org.tr
Energy and Exergy based performetric analysis integrated with deep learning assisted
energy modelling for grid connected solar PV system, tested to non-trained location is …