Multi-paradigm modelling and control of microgrid systems for better power stability in the Rockaways

IF 2.6 4区 工程技术 Q3 ENERGY & FUELS Frontiers in Energy Research Pub Date : 2024-08-05 DOI:10.3389/fenrg.2024.1404811
Ayman Aljarbouh, Dmytro Zubov, Issam A. R. Moghrabi
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Abstract

The Rockaways Peninsula faces issues related to congestion and power outages during times of peak usage. Additionally, it is susceptible to disruptions caused by disasters such as hurricanes and storms. In this paper, we propose a new methodology that employs multi-paradigm modelling and control for the design and implementation of interconnected microgrid systems in the Rockaways. Microgrids are small-scale power networks that incorporate renewable energy technologies for power generation and distribution to enhance the control of energy supply and demand. Multi-paradigm modelling is employed to describe microgrids’ dynamic behavior more accurately by integrating system dynamics, agent-based modelling, as well as discrete event and continuous time simulation. We use agent-based models to describe the behavior of separate microgrid elements and the microgrid as a whole. Discrete event/continuous time simulation is used to analyze real-time operation of electrical parameters, such as voltage, current and frequency. Thus, the design, analysis and performance of microgrids are improved. Also, control strategies are used for the purpose of enabling the microgrids to operate effectively by responding to changes in power supply and demand and minimizing the effects of disturbances. The findings of this study demonstrate the feasibility and resilience benefits of incorporating multi-paradigm modelling and control in the design and management of microgrid systems in the Rockaways, which can result in the development of more durable, efficient, and sustainable energy systems in the region.
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多范式微电网系统建模与控制,提高洛克威地区的电力稳定性
洛克威斯半岛在用电高峰期面临着拥堵和停电问题。此外,它还容易受到飓风和风暴等灾害的干扰。在本文中,我们提出了一种采用多范式建模和控制的新方法,用于设计和实施洛克威斯地区的互联微电网系统。微电网是将可再生能源技术用于发电和配电以加强能源供需控制的小型电力网络。我们采用多范式建模,通过整合系统动力学、基于代理的建模以及离散事件和连续时间仿真,更准确地描述微电网的动态行为。我们使用基于代理的模型来描述独立微电网元件和整个微电网的行为。离散事件/连续时间仿真用于分析电压、电流和频率等电气参数的实时运行。因此,微电网的设计、分析和性能都得到了改善。此外,还采用了控制策略,通过响应电力供需变化和最大限度地减少干扰影响,使微电网有效运行。本研究的结果表明,将多范式建模和控制纳入 Rockaways 地区微电网系统的设计和管理具有可行性和复原力方面的优势,可为该地区开发出更持久、高效和可持续的能源系统。
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来源期刊
Frontiers in Energy Research
Frontiers in Energy Research Economics, Econometrics and Finance-Economics and Econometrics
CiteScore
3.90
自引率
11.80%
发文量
1727
审稿时长
12 weeks
期刊介绍: Frontiers in Energy Research makes use of the unique Frontiers platform for open-access publishing and research networking for scientists, which provides an equal opportunity to seek, share and create knowledge. The mission of Frontiers is to place publishing back in the hands of working scientists and to promote an interactive, fair, and efficient review process. Articles are peer-reviewed according to the Frontiers review guidelines, which evaluate manuscripts on objective editorial criteria
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