Current perspective on the accuracy of deterministic wind speed and power forecasting

MU Yousuf, I Al-Bahadly, E Avci - IEEE Access, 2019 - ieeexplore.ieee.org
The intermittent nature of wind energy raised multiple challenges to the power systems and
is the biggest challenge to declare wind energy a reliable source. One solution to overcome …

Wind speed and wind power forecasting models

M Lydia, G Edwin Prem Kumar… - Energy & …, 2024 - journals.sagepub.com
Sustainable energy resources have proved to be the best alternative in the wake of
environmental degradation, depletion of ozone layer and ever-increasing demand for …

Wind speed prediction with extreme learning machine

E Lazarevska - 2016 IEEE 8th international conference on …, 2016 - ieeexplore.ieee.org
The continuous growth of world population and the increase in energy demands on one
hand, and the unfavourable changes in the Earth's climate and the fossil fuel depletion on …

[PDF][PDF] Research of Short-Term Wind Speed Forecasting Based on the Hybrid Model of Optimized Quadratic Decomposition and Improved Monarch Butterfly.

G Chen, P Qiu, X Hu, F Long, H Long - Engineering Letters, 2022 - engineeringletters.com
With the rapid consumption of fossil fuels, traditional power generation methods not only
cannot issue future energy needs, but also bring serious environmental problems. As a …

Unit commitment and multi-objective optimal dispatch model for wind-hydro-thermal power system with pumped storage

N Shi, S Zhou, X Su, R Yang… - 2016 IEEE 8th International …, 2016 - ieeexplore.ieee.org
The establishment of more close to the actual model is helpful to quickly implement energy
saving and emission-reduction. The day-ahead multi-objective optimal dispatching model …

The application of neural network in wind speed forecasting

SH Huang, KM Mu, PY Lu, CY Tsao… - 2015 IEEE 12th …, 2015 - ieeexplore.ieee.org
Usually, a typical wind turbine system cannot generate electricity power consistently,
because the power outputs are heavily depended on wind speed. However, terrain …

Modeling a robust wind-speed forecasting to apply to wind-energy production

JG Hernández-Travieso, CM Travieso-González… - Neural Computing and …, 2019 - Springer
To obtain green energy, it is important to know, in advance, an estimation of the weather
conditions. In case of wind energy, another important factor is to determine the right moment …

Neural networks fusion for temperature forecasting

JG Hernández-Travieso, AG Ravelo-García… - Neural Computing and …, 2020 - Springer
Weather conditions have a direct relationship with energy consumption, touristic activities,
and farm tasks. By means of the fusion of artificial neural networks, this work presents a …

Enhanced grey theory system model with weight table for now-casting PV power generation forecast

HJ Lu, GW Chang - … Smart Grid Technologies-Asia (ISGT Asia), 2018 - ieeexplore.ieee.org
Solar power is a giant natural reactor that provides far more energy that the human needs. In
recent years, there are many photovoltaic (PV) types of equipment installing in on-grid and …

Wind speed modelling for the estimation of the wind energy generation

JG Hernández-Travieso, CM Travieso… - 3rd IEEE International …, 2014 - ieeexplore.ieee.org
This paper proposes the design and implementation of wind speed modelling for the
estimation of the wind energy generation, based on different series of data collected from …