Optimal Capacity Configuration of Wind–Solar Hydrogen Storage Microgrid Based on IDW-PSO

微电网 可再生能源 风力发电 计算机科学 储能 粒子群优化 氢气储存 光伏系统 汽车工程 环境科学 功率(物理) 工程类 电气工程 算法 化学 物理 有机化学 量子力学
作者
Ge He,Zhijie Wang,Hengke Ma,Xian‐Li Zhou
出处
期刊:Batteries [MDPI AG]
卷期号:9 (8): 410-410 被引量:8
标识
DOI:10.3390/batteries9080410
摘要

Because the new energy is intermittent and uncertain, it has an influence on the system’s output power stability. A hydrogen energy storage system is added to the system to create a wind, light, and hydrogen integrated energy system, which increases the utilization rate of renewable energy while encouraging the consumption of renewable energy and lowering the rate of abandoning wind and light. Considering the system’s comprehensive operation cost economy, power fluctuation, and power shortage as the goal, considering the relationship between power generation and load, assigning charging and discharging commands to storage batteries and hydrogen energy storage, and constructing a model for optimal capacity allocation of wind–hydrogen microgrid system. The optimal configuration model of the wind, solar, and hydrogen microgrid system capacity is constructed. A particle swarm optimization with dynamic adjustment of inertial weight (IDW-PSO) is proposed to solve the optimal allocation scheme of the model in order to achieve the optimal allocation of energy storage capacity in a wind–hydrogen storage microgrid. Finally, a microgrid system in Beijing is taken as an example for simulation and solution, and the results demonstrate that the proposed approach has the characteristics to optimize the economy and improve the capacity of renewable energy consumption, realize the inhibition of the fluctuations of power, reduce system power shortage, and accelerate the convergence speed.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
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
你好啊完成签到 ,获得积分20
1秒前
隐形曼青应助开放的斌采纳,获得10
1秒前
cruise发布了新的文献求助10
1秒前
阿峰完成签到,获得积分10
2秒前
2秒前
3秒前
yangohong发布了新的文献求助10
4秒前
陈文文完成签到 ,获得积分10
6秒前
打打应助曾经二娘采纳,获得10
7秒前
9秒前
9秒前
刻苦紫文完成签到 ,获得积分10
9秒前
傅三毒发布了新的文献求助10
10秒前
小席完成签到,获得积分10
10秒前
posh完成签到 ,获得积分10
11秒前
生生完成签到,获得积分20
12秒前
12秒前
hesven发布了新的文献求助10
13秒前
13秒前
13秒前
打打应助dasfdufos采纳,获得10
14秒前
木子完成签到 ,获得积分10
16秒前
曾经二娘完成签到,获得积分10
16秒前
落后的晓亦完成签到,获得积分20
16秒前
17秒前
17秒前
17秒前
17秒前
18秒前
hs完成签到,获得积分10
18秒前
18秒前
张文静发布了新的文献求助10
18秒前
范断秋完成签到 ,获得积分10
18秒前
万轻舟完成签到,获得积分10
19秒前
19秒前
Akim应助yy采纳,获得10
20秒前
20秒前
novkoi完成签到 ,获得积分10
20秒前
priscilla完成签到,获得积分10
20秒前
yizhilaohuli完成签到,获得积分10
20秒前
高分求助中
Continuum thermodynamics and material modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Healthcare Finance: Modern Financial Analysis for Accelerating Biomedical Innovation 2000
Applications of Emerging Nanomaterials and Nanotechnology 1111
Les Mantodea de Guyane Insecta, Polyneoptera 1000
Theory of Block Polymer Self-Assembly 750
지식생태학: 생태학, 죽은 지식을 깨우다 700
热门求助领域 (近24小时)
化学 医学 材料科学 生物 工程类 有机化学 生物化学 纳米技术 内科学 物理 化学工程 计算机科学 复合材料 基因 遗传学 物理化学 催化作用 细胞生物学 免疫学 电极
热门帖子
关注 科研通微信公众号,转发送积分 3487052
求助须知:如何正确求助?哪些是违规求助? 3075046
关于积分的说明 9139389
捐赠科研通 2767305
什么是DOI,文献DOI怎么找? 1518555
邀请新用户注册赠送积分活动 703158
科研通“疑难数据库(出版商)”最低求助积分说明 701670