Laser & Optoelectronics Progress, Volume. 61, Issue 15, 1520001(2024)
Method for Distributed Photovoltaic Short-Term Power Prediction Based on Weather Change Adaptive Fractal and Matching
[5] Yang H R, Yang M, Su X. Intra-day photovoltaic output interval prediction method considering the time-space-condition dependence of prediction error[J]. Southern Power System Technology, 17, 128-136(2023).
[6] Lin S B, Han M X, Zhao G P et al. Capacity allocation of energy storage in distributed photovoltaic power system based on stochastic prediction error[J]. Proceedings of the CSEE, 33, 25-33, 5(2013).
[8] Wang K Y, Du H D, Jia R et al. Short-term interval probability prediction of photovoltaic power based on similar day clustering and QR-CNN-BiLSTM model[J]. High Voltage Engineering, 48, 4372-4388(2022).
[10] Lu J J, Cai T, Lang J X et al. Short-term power output forecasting of clustered photovoltaic solar plants based on cluster partition[J]. High Voltage Engineering, 48, 1943-1951(2022).
[11] Zhu Y W, Shi X C, Dan Y Q et al. Application of PSO algorithm in global MPPT for PV array[J]. Proceedings of the CSEE, 32, 42-48, 20(2012).
[21] Chen M Z. Short-term forecasting of photovoltaic power generation based on clustering algorithm and combination model[D](2022).
[26] Cao B L. Maximum power point tracking and fault classification of photovoltaic system based on intelligent algorithm[D](2022).
[29] Dong X, Zhao S X, Lu Y Y et al. Ultra-short-term forecasting method for photovoltaic power based on singular spectrum decomposition and double attention mechanism[J]. Laser & Optoelectronics Progress, 60, 0525001(2023).
[31] Guo J. Correlation analysis between power generation and main meteorological influencing factors of grid-connected photovoltaic power station[D](2013).
Get Citation
Copy Citation Text
Junxiong Ge, Guowei Cai, Liu Jiang, Zhenjiang Pang, Tongwei Yu, Wubowen Zhao. Method for Distributed Photovoltaic Short-Term Power Prediction Based on Weather Change Adaptive Fractal and Matching[J]. Laser & Optoelectronics Progress, 2024, 61(15): 1520001
Category: Optics in Computing
Received: Jul. 5, 2023
Accepted: Aug. 30, 2023
Published Online: Aug. 8, 2024
The Author Email: Liu Jiang (jl986872796@126.com)
CSTR:32186.14.LOP231662