A novel probabilistic short-term wind energy forecasting model based on an improved kernel density estimation

Jiansheng Guan; Jie Lin; JianJie Guan; Elham Mokaramian

doi:10.1016/j.ijhydene.2020.06.209

A novel probabilistic short-term wind energy forecasting model based on an improved kernel density estimation

International Journal of Hydrogen Energy ◽

10.1016/j.ijhydene.2020.06.209 ◽

2020 ◽

Vol 45 (43) ◽

pp. 23791-23808

Author(s):

Jiansheng Guan ◽

Jie Lin ◽

JianJie Guan ◽

Elham Mokaramian

Keyword(s):

Wind Energy ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Forecasting Model ◽

Short Term ◽

Energy Forecasting ◽

Model Based

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Short-term wind speed forecasting based on non-parametric kernel density estimation

IEEE PES Innovative Smart Grid Technologies ◽

10.1109/isgt-asia.2012.6303377 ◽

2012 ◽

Cited By ~ 1

Author(s):

Jiegui Zhou ◽

Jia Hongjie ◽

Zhen Tian ◽

Linlin Hu

Keyword(s):

Wind Speed ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Short Term ◽

Wind Speed Forecasting ◽

Non Parametric

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A Saliency Detection Model Based on Local and Global Kernel Density Estimation

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/978-3-642-24955-6_20 ◽

2011 ◽

pp. 164-171 ◽

Cited By ~ 2

Author(s):

Huiyun Jing ◽

Xin He ◽

Qi Han ◽

Xiamu Niu

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Saliency Detection ◽

Kernel Density ◽

Detection Model ◽

Model Based

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Short-term forecasting and uncertainty analysis of wind power based on long short-term memory, cloud model and non-parametric kernel density estimation

Renewable Energy ◽

10.1016/j.renene.2020.09.087 ◽

2021 ◽

Vol 164 ◽

pp. 687-708 ◽

Cited By ~ 1

Author(s):

Bo Gu ◽

Tianren Zhang ◽

Hang Meng ◽

Jinhua Zhang

Keyword(s):

Wind Power ◽

Density Estimation ◽

Kernel Density Estimation ◽

Short Term Memory ◽

Cloud Model ◽

Kernel Density ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Short Term Forecasting

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Kernel density estimation model for wind speed probability distribution with applicability to wind energy assessment in China

Renewable and Sustainable Energy Reviews ◽

10.1016/j.rser.2019.109387 ◽

2019 ◽

Vol 115 ◽

pp. 109387 ◽

Cited By ~ 7

Author(s):

Qinkai Han ◽

Sai Ma ◽

Tianyang Wang ◽

Fulei Chu

Keyword(s):

Wind Speed ◽

Probability Distribution ◽

Wind Energy ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Estimation Model ◽

Energy Assessment

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Psychological Pharmacokinetics Model Based on Bayes Network with Optimal of Kernel Density Estimation of Prior Distribution

2008 2nd International Conference on Bioinformatics and Biomedical Engineering ◽

10.1109/icbbe.2008.249 ◽

2008 ◽

Author(s):

Hengqing Tong ◽

Hui Peng ◽

Jing Tang ◽

Zhao Xu

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Prior Distribution ◽

Kernel Density ◽

Model Based ◽

Bayes Network

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Short-term density forecasting of wave energy using ARMA-GARCH models and kernel density estimation

International Journal of Forecasting ◽

10.1016/j.ijforecast.2015.11.003 ◽

2016 ◽

Vol 32 (3) ◽

pp. 991-1004 ◽

Cited By ~ 14

Author(s):

Jooyoung Jeon ◽

James W. Taylor

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Wave Energy ◽

Kernel Density ◽

Garch Models ◽

Short Term ◽

Density Forecasting

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Credit Scoring Model based on Kernel Density Estimation and Support Vector Machine for Group Feature Selection

2018 International Conference on Advances in Computing, Communications and Informatics (ICACCI) ◽

10.1109/icacci.2018.8554524 ◽

2018 ◽

Author(s):

Xingzhi Zhang ◽

Zhurong Zhou

Keyword(s):

Support Vector Machine ◽

Feature Selection ◽

Density Estimation ◽

Kernel Density Estimation ◽

Credit Scoring ◽

Kernel Density ◽

Support Vector ◽

Scoring Model ◽

Model Based ◽

Credit Scoring Model

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Short‐term probabilistic forecasting for regional wind power using distance‐weighted kernel density estimation

IET Renewable Power Generation ◽

10.1049/iet-rpg.2018.5282 ◽

2018 ◽

Vol 12 (15) ◽

pp. 1725-1732 ◽

Cited By ~ 5

Author(s):

Zhao Wang ◽

Weisheng Wang ◽

Chun Liu ◽

Bo Wang ◽

Shuanglei Feng

Keyword(s):

Wind Power ◽

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

Probabilistic Forecasting ◽

Short Term ◽

Distance Weighted ◽

Weighted Kernel

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Photovoltaic Output Power Probability Model Based on Adaptive Beta Kernel Density Estimation

DEStech Transactions on Engineering and Technology Research ◽

10.12783/dtetr/pmsms2018/24923 ◽

2018 ◽

Author(s):

PING ZHANG ◽

HONG ZHANG

Keyword(s):

Density Estimation ◽

Output Power ◽

Kernel Density Estimation ◽

Probability Model ◽

Kernel Density ◽

Model Based

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Prediction model-based kernel density estimation when group membership is subject to missing

AStA Advances in Statistical Analysis ◽

10.1007/s10182-016-0283-y ◽

2016 ◽

Vol 101 (3) ◽

pp. 267-288 ◽

Cited By ~ 2

Author(s):

Hua He ◽

Wenjuan Wang ◽

Wan Tang

Keyword(s):

Prediction Model ◽

Density Estimation ◽

Kernel Density Estimation ◽

Group Membership ◽

Kernel Density ◽

Model Based

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