A novel offshore wind farm typhoon wind speed prediction model based on PSO–Bi-LSTM improved by VMD

Intelligent decision-making model in preventive maintenance of asphalt pavement based on PSO-GRU neural network

(2022) Jiale Li et al.   ADVANCED ENGINEERING INFORMATICS

A multimodal approach to chaotic renewable energy prediction using meteorological and historical information

(2022) Hui Hwang Goh et al.   APPLIED SOFT COMPUTING

Automated decision making in highway pavement preventive maintenance based on deep learning

(2022) Jiale Li et al.   AUTOMATION IN CONSTRUCTION

Application of hybrid model based on empirical mode decomposition, novel recurrent neural networks and the ARIMA to wind speed prediction

(2021) Ming-De Liu et al.   ENERGY CONVERSION AND MANAGEMENT

Multi-step short-term wind speed prediction based on integrated multi-model fusion

(2021) Zhongda Tian et al.   APPLIED ENERGY

Short-term offshore wind speed forecast by seasonal ARIMA - A comparison against GRU and LSTM

(2021) Xiaolei Liu et al.   ENERGY

A novel wind speed prediction strategy based on Bi-LSTM, MOOFADA and transfer learning for centralized control centers

(2021) Tao Liang et al.   ENERGY

A practical wind farm siting framework integrating ecosystem services — A case study of coastal China

(2021) Lu Xing et al.   ENVIRONMENTAL IMPACT ASSESSMENT REVIEW

A review of wind speed and wind power forecasting with deep neural networks

(2021) Yun Wang et al.   APPLIED ENERGY

Influence of the WRF model and atmospheric reanalysis on the offshore wind resource potential and cost estimation: A case study for Rio de Janeiro State

(2021) Luiz Filipe de Assis Tavares et al.   ENERGY

A simple approach for short-term wind speed interval prediction based on independently recurrent neural networks and error probability distribution

(2021) Adnan Saeed et al.   ENERGY

Integrated framework of extreme learning machine (ELM) based on improved atom search optimization for short-term wind speed prediction

(2021) Lei Hua et al.   ENERGY CONVERSION AND MANAGEMENT

Prediction of user outage under typhoon disaster based on multi-algorithm Stacking integration

(2021) Hui Hou et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

New hybrid approach for short-term wind speed predictions based on preprocessing algorithm and optimization theory

(2021) Weicheng Hu et al.   RENEWABLE ENERGY

Trump’s “America first” energy policy, contingency and the reconfiguration of the global energy order

(2020) Farid Guliyev   ENERGY POLICY

Short-term wind speed predicting framework based on EEMD-GA-LSTM method under large scaled wind history

(2020) Yaoran Chen et al.   ENERGY CONVERSION AND MANAGEMENT

Causal convolutional gated recurrent unit network with multiple decomposition methods for short-term wind speed forecasting

(2020) Guowei Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

Parametric study of hybrid monopile foundation for offshore wind turbines in cohesionless soil

(2020) Xuefei Wang et al.   OCEAN ENGINEERING

Multi-step wind speed prediction by combining a WRF simulation and an error correction strategy

(2020) Weifeng Xu et al.   RENEWABLE ENERGY

Semi-analytical solutions for the wave-induced and vertical earthquake-induced responses of a fluid-stratified seabed-bedrock system

(2020) Piguang Wang et al.   SOIL DYNAMICS AND EARTHQUAKE ENGINEERING

A novel hybrid model based on VMD-WT and PCA-BP-RBF neural network for short-term wind speed forecasting

(2019) Yagang Zhang et al.   ENERGY CONVERSION AND MANAGEMENT

An Analytical Framework for the Investigation of Tropical Cyclone Wind Characteristics over Different Measurement Conditions

(2019) Lixiao Li et al.   Applied Sciences-Basel

Use of spatio-temporal calibrated wind shear model to improve accuracy of wind resource assessment

(2018) Jiale Li et al.   APPLIED ENERGY

Assessment of onshore wind energy potential under different geographical climate conditions in China

(2018) Yi Li et al.   ENERGY

Onshore and offshore wind energy potential assessment near Lake Erie shoreline: A spatial and temporal analysis

(2018) Jiale Li et al.   ENERGY

Improved near surface wind speed predictions using Gaussian process regression combined with numerical weather predictions and observed meteorological data

(2018) Victoria Hoolohan et al.   RENEWABLE ENERGY

An Analog Technique to Improve Storm Wind Speed Prediction Using a Dual NWP Model Approach

(2018) Jaemo Yang et al.   MONTHLY WEATHER REVIEW

Wind power forecasting for a real onshore wind farm on complex terrain using WRF high resolution simulations

(2018) Miguel A. Prósper et al.   RENEWABLE ENERGY

LiDAR technology for wind energy potential assessment: Demonstration and validation at a site around Lake Erie

(2017) Jiale Li et al.   ENERGY CONVERSION AND MANAGEMENT

Exploiting sparsity of interconnections in spatio-temporal wind speed forecasting using Wavelet Transform

(2016) Akin Tascikaraoglu et al.   APPLIED ENERGY

A new intelligent method based on combination of VMD and ELM for short term wind power forecasting

(2016) Ali Akbar Abdoos   NEUROCOMPUTING

Short-term wind speed forecasting using empirical mode decomposition and feature selection

(2016) Chi Zhang et al.   RENEWABLE ENERGY

Post-processing techniques and principal component analysis for regional wind power and solar irradiance forecasting

(2016) Federica Davò et al.   SOLAR ENERGY

Variational Mode Decomposition

(2014) Konstantin Dragomiretskiy et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Pattern-Based Wind Speed Prediction Based on Generalized Principal Component Analysis

(2014) Qinghua Hu et al.   IEEE Transactions on Sustainable Energy

Control of a wind energy conversion system equipped by a DFIG for active power generation and power quality improvement

(2012) M. Boutoubat et al.   RENEWABLE ENERGY

Task-driven ICA feature generation for accurate and interpretable prediction using fMRI

(2011) Eugene P. Duff et al.   NEUROIMAGE

ARMA based approaches for forecasting the tuple of wind speed and direction

(2010) Ergin Erdem et al.   APPLIED ENERGY

Wind shear coefficient, turbulence intensity and wind power potential assessment for Dhulom, Saudi Arabia

(2008) Shafiqur Rehman et al.   RENEWABLE ENERGY

Day-ahead wind speed forecasting using f-ARIMA models

(2008) Rajesh G. Kavasseri et al.   RENEWABLE ENERGY