Original Research
Published on 20 Jan 2023
An adaptive forecasting method for the aggregated load with pattern matching
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.1088100
- 2,770 views
- 6 citations
75 articles related to "Load Forecasting"
Articles
Original Research
Published on 26 May 2022
LSTM-RNN-FNN Model for Load Forecasting Based on Deleuze’s Assemblage Perspective
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.905359
- 2,943 views
Review
Published on 16 Nov 2023
Review of multiple load forecasting method for integrated energy system
in Sustainable Energy Systems
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1296800
- 5,652 views
- 26 citations
Methods
Published on 25 Apr 2022
Short-Term Probability Density Function Forecasting of Industrial Loads Based on ConvLSTM-MDN
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.891680
- 2,198 views
- 4 citations
Original Research
Published on 22 Jul 2022
A novel data-driven multi-energy load forecasting model
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.955851
- 2,442 views
- 11 citations
Original Research
Published on 14 Jun 2023
TCN-GAT multivariate load forecasting model based on SHAP value selection strategy in integrated energy system
in Process and Energy Systems Engineering
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1208502
- 5,081 views
- 17 citations
Original Research
Published on 15 Jun 2023
Intelligent grid load forecasting based on BERT network model in low-carbon economy
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1197024
- 4,002 views
- 6 citations
Original Research
Published on 31 Jul 2023
Deep learning time pattern attention mechanism-based short-term load forecasting method
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1227979
- 3,007 views
- 12 citations
Original Research
Published on 10 Aug 2023
A game strategy for demand response based on load monitoring in smart grid
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1240542
- 3,008 views
- 9 citations
Original Research
Published on 17 Jun 2024
A short-term electricity load forecasting method integrating empirical modal decomposition with SAM-LSTM
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2024.1423692
- 1,834 views
- 10 citations
Original Research
Published on 01 Jun 2023
An electricity load forecasting model based on multilayer dilated LSTM network and attention mechanism
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1116465
- 4,709 views
- 19 citations
Original Research
Published on 06 Mar 2023
Short-term load forecasting based on AM-CIF-LSTM method adopting transfer learning
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2023.1162040
- 2,072 views
- 6 citations
Original Research
Published on 24 Dec 2021
Clifford Fuzzy Support Vector Machine for Regression and Its Application in Electric Load Forecasting of Energy System
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2021.793078
- 3,497 views
- 7 citations
Original Research
Published on 18 Mar 2025
Short-term power load forecasting in distribution networks considering human comfort level
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2025.1514755
- 1,477 views
- 3 citations
Original Research
Published on 14 Oct 2025
Ultra-short-term load forecasting and risk assessment method for distribution networks based on the VMD–DeepAR model
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2025.1692222
- 1,621 views
- 1 citation
Original Research
Published on 15 Aug 2022
Electricity Demand Forecasting With a Modified Extreme-Learning Machine Algorithm
in Smart Grids
Frontiers in Energy Research
doi 10.3389/fenrg.2022.956768
- 2,236 views
- 5 citations