journal article·2024Open access

Research on the IL-Bagging-DHKELM Short-Term Wind Power Prediction Algorithm Based on Error AP Clustering Analysis

Jing Gao, Mingxuan Ji, Hongjiang Wang, Zhongxiao Du

Computers, Materials & Continua· Volume 79· Issue 3

Abstract

With the continuous advancement of China’s “peak carbon dioxide emissions and Carbon Neutrality” process, the proportion of wind power is increasing. In the current research, aiming at the problem that the forecasting m... | Find, read and cite all the research you need on Tech Science Press
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Research context

OpenAlex topics: Energy Load and Power Forecasting · Smart Grid and Power Systems · Power Systems and Technologies

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References (24)

Show source-provided references
1. High-resolution large-scale onshore wind energy assessments: A review of potential definitions, methodologies and future research needs10.1016/j.renene.2021.10.027 ↗
2. Key technologies and developing challenges of power system with high proportion of renewable energy
3. An adaptive spatiotemporal feature fusion transformer utilizing GAT and optimizable graph matrixes for offshore wind speed prediction10.1016/j.energy.2024.130404 ↗
4. Natural phase space reconstruction-based broad learning system for short-term wind speed prediction: Case studies of an offshore wind farm10.1016/j.energy.2022.125342 ↗
5. Survey on evolutionary deep learning: Principles, algorithms, applications and open issues
6. Offshore wind power prediction based on improved long-term recurrent convolutional neural network
7. Ultra-short-term wind power prediction based on CEEMDAN-PE-WPD and multi-objective optimization
8. Short-term wind power forecast based on continuous conditional random field10.1109/TPWRS.2023.3270662 ↗
9. Incremental learning for robots: A survey
10. Ma · IEEE Transactions on Evolutionary Computation · Sep. 2023
11. FCOS: Fully convolutional one-stage object detection
12. Faster R-CNN: Towards real-time object detection with region proposal networks10.1109/TPAMI.2016.2577031 ↗
13. Single-domain generalized predictor for neural architecture search system10.1109/TC.2024.3365949 ↗
14. Online ultra-short-term wind power forecasting based on concept drift detection and incremental updating mechanism
15. An ensemble method for short-term wind power prediction considering error correction strategy10.1016/j.apenergy.2022.119475 ↗
16. Short-term wind power prediction based on deviation compensation TCN-LSTM and step transfer strategy
17. Short-term wind speed interval prediction based on ensemble GRU model10.1109/TSTE.2019.2926147 ↗
18. TCDA: Truthful combinatorial double auctions for mobile edge computing in industrial internet of things
19. Wind power prediction of kernel extreme learning machine based on improved grey wolf algorithm
20. Short-term power load forecasting based on EMD-TCN-ELM
21. Short-term wind power prediction by using the deep kernel extreme learning machine with well-selected and optimized features
22. Research on adaptive AP clustering algorithm
23. Wind power time series aggregation approach based on affinity propagation clustering and MCMC algorithm
24. Modeling of generalized load steady-state characteristics based on affinity propagation clustering algorithm and its application