Wind speed and solar irradiance forecasting techniques for enhanced renewable energy integration with the grid: a review

EB Ssekulima, MB Anwar, A Al Hinai… - IET Renewable …, 2016 - Wiley Online Library
Power generation from renewable energy resources is on the increase in most countries,
and this trend is expected to continue in the foreseeable future. In an effort to enhance the …

Hour-ahead wind power and speed forecasting using simultaneous perturbation stochastic approximation (SPSA) algorithm and neural network with fuzzy inputs

YY Hong, HL Chang, CS Chiu - Energy, 2010 - Elsevier
Wind energy is currently one of the types of renewable energy with a large generation
capacity. However, since the operation of wind power generation is challenging due to its …

[HTML][HTML] Long-term correlations and cross-correlations in wind speed and solar radiation temporal series from Fernando de Noronha Island, Brazil

PS dos Anjos, ASA da Silva, B Stošić… - Physica A: Statistical …, 2015 - Elsevier
We analyze correlations and cross-correlations in wind speed and solar radiation temporal
series recorded at the Island Fernando de Noronha in northeastern Brazil, using Detrended …

A review on energy forecasting algorithms crucial for energy industry development and policy design

M Babu, P Ray - Energy Sources, Part A: Recovery, Utilization, and …, 2021 - Taylor & Francis
The power extracted from non-conventional energy sources has increased significantly in
recent days, and power extracted from renewable energy will play an essential part in the …

Fractal dimension of wind speed time series

TP Chang, HH Ko, FJ Liu, PH Chen, YP Chang… - Applied Energy, 2012 - Elsevier
The fluctuation of wind speed within a specific time period affects a lot the energy conversion
rate of wind turbine. In this paper, the concept of fractal dimension in chaos theory is applied …

Characterising the fractal dimension of wind speed time series under different terrain conditions

B Yan, PW Chan, QS Li, YC He, ZR Shu - Journal of Wind Engineering and …, 2020 - Elsevier
Understanding the persistence in time series is of crucial importance relating to the reliable
forecast of wind speed. It has been widely acknowledged that fractal analysis is a useful tool …

Markov chain model for the stochastic behaviors of wind-direction data

N Masseran - Energy conversion and management, 2015 - Elsevier
Analyzing the behaviors of wind direction can complement knowledge concerning wind
speed and help researchers draw conclusions regarding wind energy potential. Knowledge …

Evaluating the wind speed persistence for several wind stations in Peninsular Malaysia

N Masseran, AM Razali, K Ibrahim, WZW Zin - Energy, 2012 - Elsevier
An important factor to consider when evaluating wind energy potential is the wind speed
persistence. In this study, persistence of the wind speed in Peninsular Malaysia is …

Stochastic analysis and simulation of hydrometeorological processes associated with wind and solar energy

G Tsekouras, D Koutsoyiannis - Renewable Energy, 2014 - Elsevier
The current model for energy production, based on the intense use of fossil fuels, is both
unsustainable and environmentally harmful and consequently, a shift is needed in the …

Quantitative assessment of offshore wind speed variability using fractal analysis

ZR Shu, PW Chan, QS Li, YC He, BW Yan - Wind and Structures, 2020 - koreascience.kr
Proper understanding of offshore wind speed variability is of essential importance in
practice, which provides useful information to a wide range of coastal and marine activities …