A novel hybrid model based on GA-VMD, sample entropy reconstruction and BiLSTM for wind speed prediction
Author:
Publisher
Elsevier BV
Subject
Applied Mathematics,Electrical and Electronic Engineering,Condensed Matter Physics,Instrumentation
Reference48 articles.
1. Multi-step ahead wind speed forecasting using a hybrid model based on two-stage decomposition technique and adaboost-extreme learning machine;Peng;Energy Convers. Manage.,2017
2. Short-term forecasting and uncertainty analysis of wind turbine power based on long short-term memory network and Gaussian mixture model;Zhang;Appl. Energy,2019
3. Hybrid model based on vmd decomposition, clustering analysis, long short memory network, ensemble learning and error complementation for short-term wind speed forecasting assisted by flink platform;Sun;Energy,2022
4. 2-d regional short-term wind speed forecast based on CNN-LSTM deep learning model;Chen;Energy Convers. Manage.,2021
5. Wind speed reconstruction using a novel multivariate probabilistic method and multiple linear regression: advantages compared to the single correlation approach;Casella;J. Wind Eng. Ind. Aerodyn.,2019
Cited by 20 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献
1. A wind speed point-interval fuzzy forecasting system based on data decomposition and multiobjective optimizer;Applied Soft Computing;2024-11
2. Multivariate short-term wind speed prediction based on PSO-VMD-SE-ICEEMDAN two-stage decomposition and Att-S2S;Energy;2024-10
3. High precision identification of dynamic model for accelerometer based on VMD;Measurement;2024-09
4. Scientific Preparation for JRT: Wind Pressure Prediction Model for Large Radio Telescope based on Real Data from Multi-sensors;Heliyon;2024-09
5. The bi-long short-term memory based on multiscale and mesoscale feature extraction for electric load forecasting;Applied Soft Computing;2024-09
1.学者识别学者识别
2.学术分析学术分析
3.人才评估人才评估
"同舟云学术"是以全球学者为主线，采集、加工和组织学术论文而形成的新型学术文献查询和分析系统，可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容，当前同舟云学术共收录了国内外主流学术期刊6万余种，收集的期刊论文及会议论文总量共计约1.5亿篇，并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询！咨询电话：010-8811{复制后删除}0370
www.globalauthorid.com
TOP
Copyright © 2019-2024 北京同舟云网络信息技术有限公司 京公网安备11010802033243号 京ICP备18003416号-3