A vanishing moment ensemble model for wind speed multi-step prediction with multi-objective base model selection

Applied Energy ◽

10.1016/j.apenergy.2019.114367 ◽

2020 ◽

Vol 261 ◽

pp. 114367 ◽

Author(s):

Hui Liu ◽

Zhu Duan

Keyword(s):

Model Selection ◽

Ensemble Model ◽

Multi Objective ◽

Vanishing Moment

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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

Energy Conversion and Management ◽

10.1016/j.enconman.2019.111914 ◽

2019 ◽

Vol 198 ◽

pp. 111914 ◽

Author(s):

Zhu Duan ◽

Hui Liu

Keyword(s):

Wind Farm ◽

Ensemble Model ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Vanishing Moment

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Wind Speed Forecasting Based on Model Selection, Fuzzy Cluster, and Multi-Objective Algorithm and Wind Energy Simulation by Betz's Theory

Expert Systems with Applications ◽

10.1016/j.eswa.2022.116509 ◽

2022 ◽

pp. 116509

Author(s):

Shenghui Zhang ◽

Chen Wang ◽

Peng Liao ◽

Ling Xiao ◽

Tonglin Fu

Keyword(s):

Model Selection ◽

Wind Energy ◽

Energy Simulation ◽

Fuzzy Cluster ◽

Wind Speed Forecasting ◽

Multi Objective

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A combined forecasting system based on modified multi-objective optimization and sub-model selection strategy for short-term wind speed

Applied Soft Computing ◽

10.1016/j.asoc.2020.106463 ◽

2020 ◽

Vol 94 ◽

pp. 106463 ◽

Author(s):

Qingguo Zhou ◽

Chen Wang ◽

Gaofeng Zhang

Keyword(s):

Model Selection ◽

Selection Strategy ◽

Multi Objective Optimization ◽

Multi Objective ◽

Forecasting System ◽

Combined Forecasting

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Ensemble wind speed forecasting with multi-objective Archimedes optimization algorithm and sub-model selection

Applied Energy ◽

10.1016/j.apenergy.2021.117449 ◽

2021 ◽

Vol 301 ◽

pp. 117449

Author(s):

Lifang Zhang ◽

Jianzhou Wang ◽

Xinsong Niu ◽

Zhenkun Liu

Keyword(s):

Model Selection ◽

Optimization Algorithm ◽

Wind Speed Forecasting ◽

Multi Objective

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A novel adaptive ensemble model framework for short-term traffic flow prediction based on model selection and multi-objective optimization

10.1117/12.2620238 ◽

2021 ◽

Author(s):

Ye Li ◽

Hui Liu ◽

Yanfei Li ◽

Zijie Cao ◽

Zhu Duan

Keyword(s):

Model Selection ◽

Traffic Flow ◽

Ensemble Model ◽

Multi Objective Optimization ◽

Model Framework ◽

Multi Objective ◽

Traffic Flow Prediction ◽

Flow Prediction

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Ensemble forecasting system for short-term wind speed forecasting based on optimal sub-model selection and multi-objective version of mayfly optimization algorithm

Expert Systems with Applications ◽

10.1016/j.eswa.2021.114974 ◽

2021 ◽

Vol 177 ◽

pp. 114974

Author(s):

Zhenkun Liu ◽

Ping Jiang ◽

Jianzhou Wang ◽

Lifang Zhang

Keyword(s):

Model Selection ◽

Optimization Algorithm ◽

Ensemble Forecasting ◽

Wind Speed Forecasting ◽

Multi Objective ◽

Forecasting System

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Wind speed forecasting using a new multi-factor fusion and multi-resolution ensemble model with real-time decomposition and adaptive error correction

Energy Conversion and Management ◽

10.1016/j.enconman.2020.112995 ◽

2020 ◽

Vol 217 ◽

pp. 112995 ◽

Author(s):

Hui Liu ◽

Rui Yang ◽

Zhu Duan

Keyword(s):

Error Correction ◽

Real Time ◽

Ensemble Model ◽

Wind Speed Forecasting ◽

Time Decomposition

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Multi-objective Full Model Selection in temporal databases: Optimizing time and performance

2016 IEEE International Autumn Meeting on Power, Electronics and Computing (ROPEC) ◽

10.1109/ropec.2016.7830617 ◽

2016 ◽

Author(s):

Nancy Perez-Castro ◽

Hector Gabriel Acosta-Mesa ◽

Efren Mezura-Montes ◽

Hugo Jair Escalante

Keyword(s):

Model Selection ◽

Temporal Databases ◽

Multi Objective ◽

And Performance

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Truncated generalized extreme value distribution‐based ensemble model output statistics model for calibration of wind speed ensemble forecasts

Environmetrics ◽

10.1002/env.2678 ◽

2021 ◽

Author(s):

Sándor Baran ◽

Patrícia Szokol ◽

Marianna Szabó

Keyword(s):

Extreme Value Distribution ◽

Extreme Value ◽

Value Distribution ◽

Generalized Extreme Value Distribution ◽

Ensemble Model ◽

Model Output ◽

Ensemble Forecasts ◽

Ensemble Model Output Statistics ◽

Model Output Statistics

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Wind speed prediction in the Hexi Corridor region of China using an enhanced multiscale nonlinear ensemble model

Energy Technology ◽

10.1002/ente.202100700 ◽

2021 ◽

Author(s):

Jujie Wang ◽

Chunchen Feng ◽

Junjie He

Keyword(s):

Hexi Corridor ◽

Ensemble Model ◽

Wind Speed Prediction ◽

Speed Prediction

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