Load Prediction | List of Frontiers open access articles

Original Research

Published on 14 Jun 2024

A physical virtual multi-graph convolutional coordinated prediction method for spatio-temporal electricity loads integrating multi-dimensional information

in Smart Grids

Wengang Chen
Xinrui Wang
Yuze Ji
Yujuan Zhang
Jianfei Zhu
Weitian Ma

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1409647

1,552 views
1 citation

Original Research

Published on 04 Apr 2024

Research on electric vehicle charging load prediction method based on spectral clustering and deep learning network

in Smart Grids

Fang Xin
Xie Yang
Wang Beibei
Xu Ruilin
Mei Fei
Zheng Jianyong

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1294453

3,912 views
20 citations

Original Research

Published on 02 Nov 2023

Electric vehicle charging load prediction based on variational mode decomposition and Prophet-LSTM

in Process and Energy Systems Engineering

Nuo Cheng
Peng Zheng
Xiaofei Ruan
Zhenshan Zhu

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1297849

2,485 views
11 citations

Original Research

Published on 01 Feb 2023

Resource environment load prediction method for metal material machining based on process condition similarity matching

in Semiconducting Materials and Devices

Zhipeng Xing
Haicong Dai
Jiaji Xiong
Jiong Zhang
Yufeng Li

Frontiers in Materials

doi 10.3389/fmats.2023.1129850

2,564 views

Original Research

Published on 12 Jun 2024

Evaluation of electrical load demand forecasting using various machine learning algorithms

in Smart Grids

Akanksha Jain
S. C. Gupta

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1408119

9,919 views
34 citations

Original Research

Published on 15 Aug 2022

Electricity Demand Forecasting With a Modified Extreme-Learning Machine Algorithm

in Smart Grids

Chen Chen
Chuangang Ou
Mingxiang Liu
Jingtao Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2022.956768

1,973 views
5 citations

Original Research

Published on 11 Jul 2025

Effects of ice load prediction model and thickness on the structural loads of an offshore wind turbine

in Wind Energy

Yongqing Lai
Ben He
Jieyi Ding
Na Lyu
Yang Yang

Frontiers in Energy Research

doi 10.3389/fenrg.2025.1618307

1,695 views

Original Research

Published on 17 Sep 2021

Distributed Economic Optimal Scheduling Scheme for Ship-Integrated Energy System Based on Load Prediction Algorithm

in Smart Grids

Yuxin Zhang
Qihe Shan
Fei Teng
Tieshan Li

Frontiers in Energy Research

doi 10.3389/fenrg.2021.720374

3,500 views
17 citations

Original Research

Published on 12 Sep 2024

Probabilistic net load forecasting based on sparse variational Gaussian process regression

in Sustainable Energy Systems

Wentao Feng
Bingyan Deng
Tailong Chen
Ziwen Zhang
Yuheng Fu
Yanxi Zheng
Le Zhang
Zhiyuan Jing

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1429241

1,740 views
3 citations

Original Research

Published on 03 Apr 2023

Multi-interval settlement system of rolling-horizon scheduling for electricity spot market

in Smart Grids

Qian Feng
Xu Dong
Wang Jinghua

Frontiers in Energy Research

doi 10.3389/fenrg.2023.1170138

2,291 views
4 citations

Original Research

Published on 03 Aug 2023

Machine learning-based cognitive load prediction model for AR-HUD to improve OSH of professional drivers

in Occupational Health and Safety

Jian Teng
Fucheng Wan
Yiquan Kong
Ju-Kyoung Kim

Frontiers in Public Health

doi 10.3389/fpubh.2023.1195961

7,422 views
4 citations

Original Research

Published on 16 Jan 2023

Ultra-short-term load prediction of integrated energy system based on load similar fluctuation set classification

in Smart Grids

Mao Yang
Dongxu Liu
Xin Su
Jinxin Wang
Yu Cui

Frontiers in Energy Research

doi 10.3389/fenrg.2022.1037874

1,759 views
9 citations

Original Research

Published on 17 Aug 2022

Research on method of demand-side participating in grid interaction based on time-of-use pricing and coupon guidance

in Smart Grids

Xiran Wang
Aiyun Yan
Zhenni Li
Yuhang Zhao

Frontiers in Energy Research

doi 10.3389/fenrg.2022.968567

2,755 views
1 citation

Original Research

Published on 14 Apr 2022

Construction Method of the Distribution Transform Load Feature Database Based on Deep Convolutional Autoencoder

in Process and Energy Systems Engineering

Bin Xu
Yuan Gao
Jun Liu
Yang Lu
Yifeng Yang
Feng Xu
Xiaoqing Xu

Frontiers in Energy Research

doi 10.3389/fenrg.2022.883528

1,262 views
1 citation

Methods

Published on 15 Mar 2024

Two-stage robust planning method for distribution network energy storage based on load forecasting

in Sustainable Energy Systems

Minghan Yuan
Hua Zhang
Kunhua Ji
Yangyang Liu
Xiao Tang
Biao Tao
Zichen Li
Yang Mi

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1327857

2,409 views
5 citations

Original Research

Published on 29 Jan 2025

Short-term load forecasting based on multi-frequency sequence feature analysis and multi-point modified FEDformer

in Smart Grids

Kaiyuan Hou
Xiaotian Zhang
Junjie Yang
Jiyun Hu
Guangzhi Yao
Jiannan Zhang

Frontiers in Energy Research

doi 10.3389/fenrg.2024.1524319

2,544 views
4 citations

Articles

A physical virtual multi-graph convolutional coordinated prediction method for spatio-temporal electricity loads integrating multi-dimensional information

Research on electric vehicle charging load prediction method based on spectral clustering and deep learning network

Electric vehicle charging load prediction based on variational mode decomposition and Prophet-LSTM

Resource environment load prediction method for metal material machining based on process condition similarity matching

Evaluation of electrical load demand forecasting using various machine learning algorithms

Electricity Demand Forecasting With a Modified Extreme-Learning Machine Algorithm

Effects of ice load prediction model and thickness on the structural loads of an offshore wind turbine

Distributed Economic Optimal Scheduling Scheme for Ship-Integrated Energy System Based on Load Prediction Algorithm

Probabilistic net load forecasting based on sparse variational Gaussian process regression

Multi-interval settlement system of rolling-horizon scheduling for electricity spot market

Machine learning-based cognitive load prediction model for AR-HUD to improve OSH of professional drivers

Ultra-short-term load prediction of integrated energy system based on load similar fluctuation set classification

Research on method of demand-side participating in grid interaction based on time-of-use pricing and coupon guidance

Construction Method of the Distribution Transform Load Feature Database Based on Deep Convolutional Autoencoder

Two-stage robust planning method for distribution network energy storage based on load forecasting

Short-term load forecasting based on multi-frequency sequence feature analysis and multi-point modified FEDformer