Research on new energy prediction based on artificial intelligence
New energy power prediction is a core key technology to reduce the impact of wind power and photovoltaic stochasticity. To this end, a new energy power prediction system based on artificial intelligence technology is established, which can accurately predict the new energy portfolio composed of wind power and photovoltaic. Firstly, elaborates artificial intelligence technology. Secondly, a short-term prediction system for wind and PV is established for the characteristics of wind and PV prediction, respectively. Finally, the power prediction of wind and PV is realized by the new energy power prediction system based on artificial intelligence technology. The results show that the improvement of the short-term power prediction accuracy of wind and solar systems is realized
Authors
- Dongsheng Xu
- Zeyi Huang (ORCID: https://orcid.org/0009-0009-3221-2597)
- Xiang Li (ORCID: https://orcid.org/0000-0002-0761-0931)
- Zhaoyu Li (ORCID: https://orcid.org/0000-0002-5222-6832)
- Bo Lü
Institutions
- China Power Engineering Consulting Group (China) (CN)
Publication Details
- Published
- 2024-09-20
- DOI
- https://doi.org/10.1109/epee63731.2024.10875164
- Citations
- 1
- Primary Topic
- Educational and Technological Research
- Type
- article
- Field-Weighted Citation Impact
- 0.78