湖南大学学报（自然科学版）2024，Vol.51Issue(2)：22-32,11.DOI:10.16339/j.cnki.hdxbzkb.2024223
考虑风电不确定性的电气综合能源系统混合尺度调控
Hybrid-scale Regulation of Integrated Power and Gas Energy Systems Considering Wind Power Uncertainty
摘要
Abstract
To improve the impact of wind power output uncertainty and multi-energy transmission differences on the regulation process in integrated natural gas and electric power systems,a hybrid scale regulation method based on an improved wavelet fusion algorithm is proposed.Firstly,an interval mathematical approach is used to represent the wind power uncertainty in the system and give the wind power treatment strategy.Secondly,considering the differences of different energy transmission characteristics,an improved wavelet fusion algorithm is proposed to first decompose the sensor signal data in the power network with several different wavelet bases at multiple scales,and then implement a weighted data fusion algorithm on the hybrid scale for the signals decomposed using the same wavelet bases in the natural gas system signal data,and obtain the fused signals after the inverse conversion of different wavelet bases.Finally,based on the simulation model built,the modulation effects of different modulation methods are compared and analyzed.The results show that the proposed method outperforms the DMPC rolling optimization regulation and improves the system stability while improving the system operation economy.关键词
综合能源系统/混合尺度调控模型/改进小波融合算法/风电不确定性Key words
Integrated energy system/hybrid scale regulation model/improved wavelet fusion algorithm/wind power uncertainty分类
动力与电气工程引用本文复制引用
谭阳红,惠玲利,杨勃,郭潇潇,罗琼辉..考虑风电不确定性的电气综合能源系统混合尺度调控[J].湖南大学学报（自然科学版）,2024,51(2):22-32,11.基金项目
国家自然科学基金资助项目(51637004),National Natural Science Foundation of China(51637004) （51637004）
