微电网技术的进步和挑战:控制策略、新兴技术和未来方向的全面回顾

IF 3.5 3区 工程技术 Q3 ENERGY & FUELS
Ark Dev, Vineet Kumar, Gaurav Khare, Jayant Giri, Mohammad Amir, Furkan Ahmad, Prince Jain, Sumant Anand
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引用次数: 0

摘要

微电网(MGs)是一种紧凑型电力系统,包含分布式能源资源、发电机组、储能系统和负载,这一概念已得到研究界的广泛认可。在全球范围内,各国都在采用微电网来获取清洁、经济、可靠的能源解决方案。然而,MG 的有效运行面临着一些挑战:稳定性问题、电能质量问题、能源管理不足、网络安全威胁、监管复杂性、经济障碍、市场动态以及公众接受度有限。本文通过系统的文献综述,介绍了 MG 技术的最新进展。它深入探讨了 MG 架构、不同的控制目标、相关方法、新兴控制方法、未来挑战和潜在解决方案。本综述侧重于现有的控制方法,特别是那些解决频率和电压稳定性、能源管理和威胁缓解的方法,并探讨了 MG 系统中的各种工程和非工程挑战,提出了可行的解决方案。这篇综述论文还探讨了近期用于地下管网系统频率调节的控制策略,并利用 MATLAB 仿真证明了这些策略的有效性。此外,本文还探讨了机器学习、区块链、强化学习、神经网络、边缘计算和物联网(IoT)等前沿技术的应用,以减轻 MG 系统扩展过程中的问题。最后,本文总结了主要研究成果,概述了未来的研究方向,并从一个全面的角度阐述了导航卫星系统研究的现状和未来方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Advancements and Challenges in Microgrid Technology: A Comprehensive Review of Control Strategies, Emerging Technologies, and Future Directions

Advancements and Challenges in Microgrid Technology: A Comprehensive Review of Control Strategies, Emerging Technologies, and Future Directions

The concept of microgrids (MGs) as compact power systems, incorporating distributed energy resources, generating units, storage systems, and loads, is widely acknowledged in the research community. Globally, nations are adopting MGs to access clean, affordable, and reliable energy solutions. However, effective MG operation encounters several challenges: stability issues, power quality concerns, inadequate energy management, cybersecurity threats, regulatory complexities, economic barriers, market dynamics, and limited public acceptance. This paper presents a systematic literature review encompassing recent advancements in MG technology. It delves into MG architecture, diverse control objectives, associated methodologies, emerging control approaches, future challenges, and potential solutions. This review focuses on existing control methods, particularly those addressing frequency and voltage stability, energy management, threat mitigation and explores a spectrum of engineering and nonengineering challenges within MG systems, proposing viable solutions. This review paper also explores recent control strategies for frequency regulation in MG system, utilizing MATLAB simulations to demonstrate their effectiveness. Additionally, the paper examines the application of cutting-edge technologies like machine learning, blockchain, reinforcement learning, neural networks, edge computing, and the internet of things (IoT) to mitigate concerns in expanding MG systems. The paper concludes by summarizing key findings, outlining avenues for future research, and offering a comprehensive perspective on the current state and future directions of MG research.

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来源期刊
Energy Science & Engineering
Energy Science & Engineering Engineering-Safety, Risk, Reliability and Quality
CiteScore
6.80
自引率
7.90%
发文量
298
审稿时长
11 weeks
期刊介绍: Energy Science & Engineering is a peer reviewed, open access journal dedicated to fundamental and applied research on energy and supply and use. Published as a co-operative venture of Wiley and SCI (Society of Chemical Industry), the journal offers authors a fast route to publication and the ability to share their research with the widest possible audience of scientists, professionals and other interested people across the globe. Securing an affordable and low carbon energy supply is a critical challenge of the 21st century and the solutions will require collaboration between scientists and engineers worldwide. This new journal aims to facilitate collaboration and spark innovation in energy research and development. Due to the importance of this topic to society and economic development the journal will give priority to quality research papers that are accessible to a broad readership and discuss sustainable, state-of-the art approaches to shaping the future of energy. This multidisciplinary journal will appeal to all researchers and professionals working in any area of energy in academia, industry or government, including scientists, engineers, consultants, policy-makers, government officials, economists and corporate organisations.
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