Agricultural land suitability analysis: State-of-the-art and outlooks for integration of climate change analysis
Agricultural land suitability analysis (ALSA) for crop production is one of the key tools for
ensuring sustainable agriculture and for attaining the current global food security goal in line …
ensuring sustainable agriculture and for attaining the current global food security goal in line …
Artificial neural networks (the multilayer perceptron)—a review of applications in the atmospheric sciences
MW Gardner, SR Dorling - Atmospheric environment, 1998 - Elsevier
Artificial neural networks are appearing as useful alternatives to traditional statistical
modelling techniques in many scientific disciplines. This paper presents a general …
modelling techniques in many scientific disciplines. This paper presents a general …
Assessment of forecasting techniques for solar power production with no exogenous inputs
HTC Pedro, CFM Coimbra - Solar Energy, 2012 - Elsevier
We evaluate and compare several forecasting techniques using no exogenous inputs for
predicting the solar power output of a 1MWp, single-axis tracking, photovoltaic power plant …
predicting the solar power output of a 1MWp, single-axis tracking, photovoltaic power plant …
A 24-h forecast of solar irradiance using artificial neural network: Application for performance prediction of a grid-connected PV plant at Trieste, Italy
Forecasting of solar irradiance is in general significant for planning the operations of power
plants which convert renewable energies into electricity. In particular, the possibility to …
plants which convert renewable energies into electricity. In particular, the possibility to …
Artificial intelligence techniques for photovoltaic applications: A review
A Mellit, SA Kalogirou - Progress in energy and combustion science, 2008 - Elsevier
Artificial intelligence (AI) techniques are becoming useful as alternate approaches to
conventional techniques or as components of integrated systems. They have been used to …
conventional techniques or as components of integrated systems. They have been used to …
Evaluation of numerical weather prediction for intra-day solar forecasting in the continental United States
P Mathiesen, J Kleissl - Solar Energy, 2011 - Elsevier
Numerical weather prediction (NWP) models are generally the most accurate tools for
forecasting solar irradiation several hours in advance. This study validates the North …
forecasting solar irradiation several hours in advance. This study validates the North …
The potential of different artificial neural network (ANN) techniques in daily global solar radiation modeling based on meteorological data
The main objective of present study is to predict daily global solar radiation (GSR) on a
horizontal surface, based on meteorological variables, using different artificial neural …
horizontal surface, based on meteorological variables, using different artificial neural …
Univariate and multivariate forecasting of hourly solar radiation with artificial intelligence techniques
A Sfetsos, AH Coonick - Solar Energy, 2000 - Elsevier
This paper introduces a new approach for the forecasting of mean hourly global solar
radiation received by a horizontal surface. In addition to the traditional linear methods …
radiation received by a horizontal surface. In addition to the traditional linear methods …
[HTML][HTML] Wavelet-based neural network with genetic algorithm optimization for generation prediction of PV plants
C Zhang, M Zhang - Energy Reports, 2022 - Elsevier
In order to solve the problem of uncertainty of photovoltaic power generation forecast, the
prediction accuracy of photovoltaic power station power generation is further improved. In …
prediction accuracy of photovoltaic power station power generation is further improved. In …
Estimation of daily global solar radiation using empirical and machine-learning methods: A case study of five Moroccan locations
Reliable solar radiation data are essential to study the feasibility and to determine the
optimal size of solar plants in a particular location. However, the network of solar radiation …
optimal size of solar plants in a particular location. However, the network of solar radiation …