Accurate Current Sharing and Voltage Regulation in Hybrid Wind/Solar Systems: An Adaptive Dynamic Programming Approach

可再生能源 动态规划 计算机科学 光伏系统 电压 风力发电 太阳能 数学优化 控制理论(社会学) 电子工程 电气工程 工程类 控制(管理) 算法 数学 人工智能
作者
Rui Wang,Dazhong Ma,Ming-Jia Li,Qiuye Sun,Huaguang Zhang,Peng Wang
出处
期刊:IEEE Transactions on Consumer Electronics [Institute of Electrical and Electronics Engineers]
卷期号:68 (3): 261-272 被引量:56
标识
DOI:10.1109/tce.2022.3181105
摘要

Renewable energy is an advisable choice to reduce fuel consumption and $\rm CO_{2}$ emission. Therein, wind energy and solar energy are the most promising contributors to reach this goal. Although the hybrid wind/solar system has been widely studied, the real-time current sharing based on their maximum capacities is rarely achieved in terms of seconds. Based on this, this paper proposes an accurate current sharing and voltage regulation approach in hybrid wind/solar systems, which is based on distributed adaptive dynamic programming approach. Firstly, the equivalent wind/solar model is built, which is an indispensable preprocessing to achieve the complementary between wind energy and solar energy. Therein, the wind energy and solar energy can output relative current according to their respective capacity ratio, which ensure the maximum utilization ratio of renewable energy source. Furthermore, current sharing and voltage regulation problem is switched into optimal control problem. Under this effect, each source agent aims to obtain the optimal control variable and achieve accurate current sharing/voltage regulation. Moreover, an adaptive dynamic programming approach based on Bellman principle is proposed. It can achieve accurate current sharing and voltage regulation. Finally, the simulation results are provided to illustrate the performance of the proposed adaptive dynamic programming approach.

科研通智能强力驱动
Strongly Powered by AbleSci AI
更新
大幅提高文件上传限制,最高150M (2024-4-1)

科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
ste11ar完成签到,获得积分10
2秒前
3秒前
cyrong发布了新的文献求助10
4秒前
4秒前
7秒前
汉堡包应助藏鸟采纳,获得10
7秒前
顺利的南露完成签到,获得积分20
7秒前
NexusExplorer应助Faith采纳,获得10
7秒前
香菜完成签到,获得积分10
11秒前
YH发布了新的文献求助10
12秒前
孤独的帅着完成签到,获得积分10
13秒前
DD日看一篇完成签到,获得积分10
14秒前
失眠的初阳完成签到 ,获得积分10
21秒前
慧慧完成签到,获得积分10
22秒前
俭朴羊青完成签到,获得积分10
22秒前
lxy完成签到,获得积分10
23秒前
安详的书本完成签到 ,获得积分10
25秒前
彭于晏应助俭朴羊青采纳,获得10
26秒前
26秒前
充电宝应助Cold-Drink-Shop采纳,获得10
28秒前
科研通AI2S应助shawn采纳,获得10
29秒前
29秒前
swing发布了新的文献求助10
31秒前
31秒前
31秒前
小鱼发布了新的文献求助10
34秒前
1236应助华开放采纳,获得10
34秒前
lily完成签到,获得积分10
34秒前
35秒前
lily发布了新的文献求助10
37秒前
wenwen发布了新的文献求助10
38秒前
yy完成签到,获得积分10
38秒前
in应助小丘2024采纳,获得30
39秒前
Cc完成签到 ,获得积分10
40秒前
41秒前
希望天下0贩的0应助貔貅采纳,获得10
42秒前
劈里啪啦滴毛毛完成签到 ,获得积分10
42秒前
阿昌2021完成签到 ,获得积分10
43秒前
小鱼完成签到,获得积分10
43秒前
44秒前
高分求助中
Medicina di laboratorio. Logica e patologia clinica 600
Sarcolestes leedsi Lydekker, an ankylosaurian dinosaur from the Middle Jurassic of England 500
《关于整治突出dupin问题的实施意见》(厅字〔2019〕52号) 500
Language injustice and social equity in EMI policies in China 500
mTOR signalling in RPGR-associated Retinitis Pigmentosa 500
A new species of Velataspis (Hemiptera Coccoidea Diaspididae) from tea in Assam 500
Geochemistry, 2nd Edition 地球化学经典教科书第二版 401
热门求助领域 (近24小时)
化学 医学 生物 材料科学 工程类 有机化学 生物化学 物理 内科学 纳米技术 计算机科学 化学工程 复合材料 基因 遗传学 催化作用 物理化学 免疫学 量子力学 细胞生物学
热门帖子
关注 科研通微信公众号,转发送积分 3214473
求助须知:如何正确求助?哪些是违规求助? 2863034
关于积分的说明 8136912
捐赠科研通 2529295
什么是DOI,文献DOI怎么找? 1363566
科研通“疑难数据库(出版商)”最低求助积分说明 643843
邀请新用户注册赠送积分活动 616348