Transient frequency control through nutcracker optimization algorithm for TFOPIDn-LADRC in energy containment-based power system

IF 8.9 2区 工程技术 Q1 ENERGY & FUELS
Daud Sibtain , Ali Faisal Murtaza
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引用次数: 0

Abstract

Energy storage is frequently utilized in power systems with significant renewable energy systems (RESs) integration to enhance load frequency control (LFC) performance. Recently noticed a swift increase in RESs, largely propelled by environmental apprehensions and the quest of more sustainable energy production. Nonetheless, substituting conventional producing units with RESs considerably reduces system inertia and results in deteriorating the grid frequency. Frequent load demand variation and sporadic involvement of RESs raise frequency stability as a significant concern in interconnected multi area power system (IMAPS). This research presents a cascaded control to counter frequency aberrations through tilt fractional order proportional integral derivative (TFOPIDn) conflated with linear active disturbance rejection control (LADRC). TFOPIDn-LADRC optimal performance is enhanced by tunning through nutcracker optimization algorithm (NOA) technique. The IMAPS comprises of thermal, wind, PV, biodiesel, battery energy storage system (BESS) and electric vehicle (EV). The EV system is controlled by NOA-TFOPIDn-LADRC and overall performance of the power system suggest that the proposed controller robustly cope with internal/exogenous disturbances as compared to other controllers. The performance depicts that the proposed controller stabilizes the variation in frequency in 1.282 s for area 1 and 1.320 s for area 2.
基于胡桃夹子优化算法的TFOPIDn-LADRC暂态频率控制
储能技术经常被用于与可再生能源系统(RESs)集成的电力系统中,以提高负荷频率控制(LFC)性能。最近注意到,由于对环境的担忧和对更可持续的能源生产的追求,RESs迅速增加。尽管如此,用RESs替代传统发电机组大大降低了系统惯性,并导致电网频率恶化。负荷需求的频繁变化和RESs的零星参与使得频率稳定性成为互联多区域电力系统(IMAPS)的重要问题。本文提出了一种通过倾斜分数阶比例积分导数(TFOPIDn)与线性自抗扰控制(LADRC)相结合的级联控制方法来对抗频率像差。通过胡桃夹子优化算法(NOA)技术对TFOPIDn-LADRC进行优化,提高了其最优性能。IMAPS包括热能、风能、光伏、生物柴油、电池储能系统(BESS)和电动汽车(EV)。电动汽车系统由NOA-TFOPIDn-LADRC控制,电力系统的整体性能表明,与其他控制器相比,所提出的控制器可以鲁棒地应对内外扰动。性能表明,所提出的控制器在1.282 s和1.320 s内稳定了区域1和区域2的频率变化。
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来源期刊
Journal of energy storage
Journal of energy storage Energy-Renewable Energy, Sustainability and the Environment
CiteScore
11.80
自引率
24.50%
发文量
2262
审稿时长
69 days
期刊介绍: Journal of energy storage focusses on all aspects of energy storage, in particular systems integration, electric grid integration, modelling and analysis, novel energy storage technologies, sizing and management strategies, business models for operation of storage systems and energy storage developments worldwide.
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