A critical review on the applications of artificial neural networks in winemaking technology

OA Moldes, JC Mejuto, R Rial-Otero… - Critical reviews in …, 2017 - Taylor & Francis
Since their development in 1943, artificial neural networks were extended into applications
in many fields. Last twenty years have brought their introduction into winery, where they …

Estimating photovoltaic power generation: Performance analysis of artificial neural networks, Support Vector Machine and Kalman filter

RVA Monteiro, GC Guimaraes, FAM Moura… - Electric Power Systems …, 2017 - Elsevier
Current energy policies are encouraging the connection to the grid of power generation
based on low-polluting technologies, mainly those using renewable sources with distribution …

Critical insight into performance requirements and test methods for surge protective devices connected to low-voltage power systems

TE Tsovilis - IEEE Transactions on Power Delivery, 2020 - ieeexplore.ieee.org
Surge protective devices, SPDs, improve the reliability of power systems by mitigating the
risk of equipment failure due to im**ing overvoltages. The role of SPDs is more …

Modeling and adaptive control for supercapacitor in automotive applications based on artificial neural networks

A Eddahech, O Briat, M Ayadi, JM Vinassa - Electric power systems …, 2014 - Elsevier
The behavior of a supercapacitor is a complex and nonlinear function of its current rate,
temperature, chemistry and history, and hence cannot easily be determined. In this study, we …

[HTML][HTML] Multi-Stage ANN Model for Optimizing the Configuration of External Lightning Protection and Grounding Systems

R Rohana, S Hardi, N Nasaruddin, Y Away, A Novandri - Energies, 2024 - mdpi.com
This paper proposes an Artificial Neural Network (ANN) model using a Multi-Stage method
to optimize the configuration of an External Lightning Protection System (ELPS) and …

A method for grounding resistance calculation of vertical electrode

H Kwon, Y Kil, S Kim - Electric Power Systems Research, 2023 - Elsevier
In this paper, a mathematical model on the grounding resistance of vertical electrode is
proposed. The proposed mathematical model is modeled with consideration of the effects of …

A study on high-voltage substation ground grid integrity measurement

VI Kostić, NB Raičević - Electric Power Systems Research, 2016 - Elsevier
The condition of the substation grounding grid is vital for the safety of the people. Inadequate
grounding may cause failures in major substation's equipment, as well as in control …

[HTML][HTML] Comparison of soil modeling concerning physical factors: Application to transient analysis in wind turbines

WLM de Azevedo, WC da Silva, ARJ de Araújo… - International Journal of …, 2024 - Elsevier
This work analyzes the impact of the physical factors (frequency effect, water content, and
porosity level) on the voltages developed along the wind turbine (WT) subjected to lightning …

Research on grounding grids imaging reconstruction based on magnetic detection electrical impedance tomography

L Kai, Y Fan, Z Songyang, Z Liwei… - IEEE Transactions …, 2018 - ieeexplore.ieee.org
The topology and breakpoints of the grounding grid will directly affect its working
performance. This paper proposed a resistivity reconstruction method based on magnetic …

Equations for predicting the volumetric water content affecting the resistivity of soil in the vicinity of a driven earth electrode in variably saturated homogeneous soil

SN Onyedikachi, C Gomes… - 2022 36th International …, 2022 - ieeexplore.ieee.org
Using previous measurements as a reference, correction factors are used to analytically
estimate seasonal changes in the soil resistivity and seasonal changes in the resistance of a …