An evolution-dependent multi-objective ensemble model of vanishing moment with adversarial auto-encoder for short-term wind speed forecasting in Xinjiang wind farm, China

A combined model based on data preprocessing strategy and multi-objective optimization algorithm for short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2019.03.097 ◽

2019 ◽

Vol 241 ◽

pp. 519-539 ◽

Cited By ~ 52

Author(s):

Xinsong Niu ◽

Jiyang Wang

Keyword(s):

Wind Speed ◽

Optimization Algorithm ◽

Data Preprocessing ◽

Short Term ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Model Based

Short-term wind speed forecasting in wind farm based on C-C and ELM

2017 3rd IEEE International Conference on Computer and Communications (ICCC) ◽

10.1109/compcomm.2017.8323049 ◽

2017 ◽

Author(s):

Dongshuai Kang ◽

Yingying Su ◽

Xinghua Liu ◽

Huabin Wang ◽

Cuiying Li ◽

...

Keyword(s):

Wind Speed ◽

Wind Farm ◽

Short Term ◽

Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting

Applied Soft Computing ◽

10.1016/j.asoc.2019.105587 ◽

2019 ◽

Vol 82 ◽

pp. 105587 ◽

Cited By ~ 34

Author(s):

Ping Jiang ◽

Zhenkun Liu

Keyword(s):

Wind Speed ◽

Short Term ◽

Combined Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Variable Weights ◽

Model Based

Short-Term Wind Speed Forecasting of Lelystad Wind Farm by Using ANN Algorithms

2018 International Electrical Engineering Congress (iEECON) ◽

10.1109/ieecon.2018.8712227 ◽

2018 ◽

Cited By ~ 1

Author(s):

Kishan Bhushan Sahay ◽

Shwetank Srivastava

Keyword(s):

Wind Speed ◽

Wind Farm ◽

Short Term ◽

A deep learning-based evolutionary model for short-term wind speed forecasting: A case study of the Lillgrund offshore wind farm

Energy Conversion and Management ◽

10.1016/j.enconman.2021.114002 ◽

2021 ◽

Vol 236 ◽

pp. 114002

Author(s):

Mehdi Neshat ◽

Meysam Majidi Nezhad ◽

Ehsan Abbasnejad ◽

Seyedali Mirjalili ◽

Lina Bertling Tjernberg ◽

...

Keyword(s):

Deep Learning ◽

Wind Speed ◽

Wind Farm ◽

Evolutionary Model ◽

Offshore Wind ◽

Offshore Wind Farm ◽

Short Term ◽

2008 Third International Conference on Electric Utility Deregulation and Restructuring and Power Technologies ◽

Short-term wind speed forecasting model for wind farm based on wavelet decomposition

10.1109/drpt.2008.4523836 ◽

2008 ◽

Cited By ~ 19

Author(s):

Cao Lei ◽

Li Ran

Keyword(s):

Wind Speed ◽

Wavelet Decomposition ◽

Wind Farm ◽

Forecasting Model ◽

Short Term ◽

A novel deep learning ensemble model with data denoising for short-term wind speed forecasting

Energy Conversion and Management ◽

10.1016/j.enconman.2020.112524 ◽

2020 ◽

Vol 207 ◽

pp. 112524 ◽

Cited By ~ 18

Author(s):

Zhiyun Peng ◽

Sui Peng ◽

Lidan Fu ◽

Binchun Lu ◽

Junjie Tang ◽

...

Keyword(s):

Deep Learning ◽

Wind Speed ◽

Ensemble Model ◽

Short Term ◽

Short‐term wind speed forecasting using wavelet transformation and AdaBoosting neural networks in Yunnan wind farm

IET Renewable Power Generation ◽

10.1049/iet-rpg.2016.0118 ◽

2016 ◽

Vol 11 (4) ◽

pp. 374-381 ◽

Cited By ~ 16

Author(s):

Haijian Shao ◽

Haikun Wei ◽

Xing Deng ◽

Song Xing

Keyword(s):

Neural Networks ◽

Wind Speed ◽

Wavelet Transformation ◽

Wind Farm ◽

Short Term ◽

A compositive architecture coupling outlier correction, EWT, nonlinear Volterra multi-model fusion with multi-objective optimization for short-term wind speed forecasting

Applied Energy ◽

10.1016/j.apenergy.2021.118191 ◽

2021 ◽

pp. 118191

Author(s):

Ping Fang ◽

Wenlong Fu ◽

Kai Wang ◽

Dongzhen Xiong ◽

Kai Zhang

Keyword(s):

Wind Speed ◽

Short Term ◽

Model Fusion ◽

Wind Speed Forecasting ◽

Multi Objective

Short-term wind speed forecasting system based on multivariate time series and multi-objective optimization

Energy ◽

10.1016/j.energy.2021.122024 ◽

2021 ◽

pp. 122024

Author(s):

Zhihao Shang ◽

Zhaoshuang He ◽

Yao Chen ◽

Yanhua Chen ◽

MingLiang Xu

Keyword(s):

Time Series ◽

Wind Speed ◽

Multivariate Time Series ◽

Short Term ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Forecasting System