Neuro-fuzzy resource forecast in site suitability assessment for wind and solar energy: A mini review

PA Adedeji, SA Akinlabi, N Madushele… - Journal of Cleaner …, 2020 - Elsevier
Site suitability problems in renewable energy studies have taken a new turn since the
advent of geographical information system (GIS). GIS has been used for site suitability …

Solar energy forecasting using machine learning and deep learning techniques

T Rajasundrapandiyanleebanon, K Kumaresan… - … Methods in Engineering, 2023 - Springer
Renewable energy sources are present copiously in the nature and are good for
environmental conservation as they restore themselves and thus have considerable …

[HTML][HTML] Beyond site suitability: Investigating temporal variability for utility-scale solar-PV using soft computing techniques

PA Adedeji, SA Akinlabi, N Madushele… - Renewable Energy …, 2021 - Elsevier
Highlights•Resource variability investigation is beneficial for strategic planning.•Soft
computing techniques are helpful to understand solar resource variability.•Model complexity …

Evolutionary-based neurofuzzy model with wavelet decomposition for global horizontal irradiance medium-term prediction

PA Adedeji, SA Akinlabi, N Madushele… - Journal of Ambient …, 2023 - Springer
This study investigates the influence of wavelet decomposition on standalone adaptive
neurofuzzy inference system (ANFIS) and its hybrid with evolutionary algorithms [genetic …

Estimating Global Horizontal Irradiance in Nigeria: An Empirical Modelling Perspective

FI Bawonda, JY Oricha, SO Sanni - Journal of Solar Energy Research, 2023 - jser.ut.ac.ir
Accurate Global Horizontal Irradiance (GHI) data is key to designing optimal solar PV
systems. Limited by the availability and high cost of traditional pyranometers in developing …

FOTOVOLTAİK ENERJİ SİSTEMLERİ İÇİN ÖNGÖRÜ MODELLERİNİN GELİŞTİRİLMESİ: VERİ MADENCİLİĞİ VE DERİN ÖĞRENME YAKLAŞIMLARI

FD ALAY - 2024 - acikerisim.harran.edu.tr
PV enerji sistemleri, dünya çapında önde gelen yenilenebilir enerji sistemlerinden biridir. PV
enerji üretiminin doğru bir şekilde tahmin edilmesi verimli enerji şebekelerinin korunması …

[PDF][PDF] Assessment of Wind and Solar Energy Potential at ADUSTECH-Wudil for Hybrid Electricity Generation Using Weibull Distribution and Samani Model

M Mustapha, A Tijjani, UA Magaji, S Salisu… - Assessment, 2023 - researchgate.net
Intermittent nature of electricity supply in Nigeria is not only affecting socialeconomic sector,
also educational sector. It affects activities such as lecture presentation, laboratory practical …

Examining different approaches for short load demand forecasting in microgrid management: a case study of a university in Nigeria

EDB Gwaivangmin - Academia Green Energy, 2024 - academia.edu
In remote regions, microgrids are increasingly recognized as dependable electricity sources,
underscoring the necessity for precise short-term load demand forecasts to ensure efficient …