A Comprehensive Review of the Current Status of Smart Grid Technologies for Renewable Energies Integration and Future Trends: The Role of Machine Learning and Energy Storage Systems

智能电网 可再生能源 SCADA系统 计算机科学 系统工程 工程类 持续性 环境经济学 电气工程 生态学 经济 生物
作者
Mahmoud M. Kiasari,Mahdi Ghaffari,Hamed H. Aly
出处
期刊:Energies [MDPI AG]
卷期号:17 (16): 4128-4128 被引量:3
标识
DOI:10.3390/en17164128
摘要

The integration of renewable energy sources (RES) into smart grids has been considered crucial for advancing towards a sustainable and resilient energy infrastructure. Their integration is vital for achieving energy sustainability among all clean energy sources, including wind, solar, and hydropower. This review paper provides a thoughtful analysis of the current status of the smart grid, focusing on integrating various RES, such as wind and solar, into the smart grid. This review highlights the significant role of RES in reducing greenhouse gas emissions and reducing traditional fossil fuel reliability, thereby contributing to environmental sustainability and empowering energy security. Moreover, key advancements in smart grid technologies, such as Advanced Metering Infrastructure (AMI), Distributed Control Systems (DCS), and Supervisory Control and Data Acquisition (SCADA) systems, are explored to clarify the related topics to the smart grid. The usage of various technologies enhances grid reliability, efficiency, and resilience are introduced. This paper also investigates the application of Machine Learning (ML) techniques in energy management optimization within smart grids with the usage of various optimization techniques. The findings emphasize the transformative impact of integrating RES and advanced smart grid technologies alongside the need for continued innovation and supportive policy frameworks to achieve a sustainable energy future.
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
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
刚刚
bkagyin应助whisper采纳,获得10
2秒前
萌露发布了新的文献求助10
2秒前
slowstar发布了新的文献求助10
3秒前
3秒前
野性的胡萝卜完成签到,获得积分10
4秒前
4秒前
在水一方应助ZERO采纳,获得10
4秒前
5秒前
odetta完成签到,获得积分10
5秒前
Charlotte完成签到,获得积分10
5秒前
77777完成签到,获得积分10
6秒前
6秒前
小蘑菇应助whf采纳,获得10
7秒前
Ava应助西灵壹采纳,获得10
7秒前
Sure发布了新的文献求助10
7秒前
结实的蘑菇完成签到 ,获得积分10
8秒前
xueee完成签到,获得积分10
8秒前
fighting发布了新的文献求助10
9秒前
9秒前
10秒前
77777发布了新的文献求助10
10秒前
深情安青应助超级的飞飞采纳,获得10
10秒前
踏实的翠绿应助bjhfyn采纳,获得10
11秒前
atad2完成签到,获得积分10
11秒前
李爱国应助栀盎采纳,获得30
11秒前
Artsuhtaraz完成签到,获得积分10
13秒前
三千港发布了新的文献求助10
14秒前
14秒前
14秒前
xxx发布了新的文献求助10
14秒前
恰好喜欢完成签到,获得积分20
15秒前
HQ完成签到,获得积分10
15秒前
16秒前
16秒前
17秒前
Kayla完成签到,获得积分10
17秒前
cmd完成签到,获得积分10
18秒前
领导范儿应助Sure采纳,获得10
18秒前
缪风华完成签到,获得积分10
18秒前
高分求助中
Smart but Scattered: The Revolutionary Executive Skills Approach to Helping Kids Reach Their Potential (第二版) 1000
PraxisRatgeber: Mantiden: Faszinierende Lauerjäger 700
The Heath Anthology of American Literature: Early Nineteenth Century 1800 - 1865 Vol. B 500
A new species of Velataspis (Hemiptera Coccoidea Diaspididae) from tea in Assam 500
Machine Learning for Polymer Informatics 500
《关于整治突出dupin问题的实施意见》(厅字〔2019〕52号) 500
2024 Medicinal Chemistry Reviews 480
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 3221437
求助须知:如何正确求助?哪些是违规求助? 2870201
关于积分的说明 8169392
捐赠科研通 2537010
什么是DOI,文献DOI怎么找? 1369237
科研通“疑难数据库(出版商)”最低求助积分说明 645397
邀请新用户注册赠送积分活动 619051