• 文献检索
  • 文档翻译
  • 深度研究
  • 学术资讯
  • Suppr Zotero 插件Zotero 插件
  • 邀请有礼
  • 套餐&价格
  • 历史记录
应用&插件
Suppr Zotero 插件Zotero 插件浏览器插件Mac 客户端Windows 客户端微信小程序
定价
高级版会员购买积分包购买API积分包
服务
文献检索文档翻译深度研究API 文档MCP 服务
关于我们
关于 Suppr公司介绍联系我们用户协议隐私条款
关注我们

Suppr 超能文献

核心技术专利:CN118964589B侵权必究
粤ICP备2023148730 号-1Suppr @ 2026

文献检索

告别复杂PubMed语法,用中文像聊天一样搜索,搜遍4000万医学文献。AI智能推荐,让科研检索更轻松。

立即免费搜索

文件翻译

保留排版,准确专业,支持PDF/Word/PPT等文件格式,支持 12+语言互译。

免费翻译文档

深度研究

AI帮你快速写综述,25分钟生成高质量综述,智能提取关键信息,辅助科研写作。

立即免费体验

通过整合可再生能源和储能系统实现互联异构电力系统的频率稳定。

Frequency stabilization of interconnected diverse power systems with integration of renewable energies and energy storage systems.

作者信息

Daraz Amil, Alrajhi Hasan, Alahmadi Ahmed N M, Bajaj Mohit, Afzal Abdul Rahman, Zhang Guoqiang, Xu Kunpeng

机构信息

College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou, 310027, China.

MEU Research Unit, Middle East University, Amman, Jordan.

出版信息

Sci Rep. 2024 Oct 27;14(1):25655. doi: 10.1038/s41598-024-76980-z.

DOI:10.1038/s41598-024-76980-z
PMID:39463406
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11514307/
Abstract

Recent improvements in renewable energy sources (RESs) and their extensive use in the power industry have created significant issues for their operation, security, and management. Due to the ongoing reduction of power system inertia, maintaining operational frequency at its nominal value and minimizing tie-line power variations constitute essential variables for these improvements. A novel improved frequency stabilization approach based on modified fractional order tilt controller is presented for interconnected diverse power systems with integration of sea wave energy, photovoltaic, wind, energy storage system and biodiesel generator. The fractional order tilt integral double derivative (FOTIDD) is a novel controller that is developed to address the frequency stabilization problems of a hybrid power structure that is integrated with sources of clean energy and devices for storing energy. A recent optimization algorithm inspired by human behavior called mother optimization algorithm (MOA) is applied to adjust the coefficient of the proposed cascaded controller. The FOTIDD controller was compared with other control methods in terms of its transient performance, in order to determine its effectiveness. Further, the mother optimization algorithm results are compared with those of sine cosine algorithm (SCA), fox optimization algorithm (FOA), and grey wolf optimization (GWO). FOTIDD controller was found to be more effective than PID controller in respect of reducing overshoot (Osh) by 79.31%, 83.78% and 67.99%, improving time settlement by 33.22%, 29.87%, and 22.45% and reducing undershoot (Ush) by 79.13%, 89.34%, and 86.90% for the (∆F1), (∆F2), and (∆Ptie), respectively.

摘要

可再生能源(RESs)的近期改进及其在电力行业的广泛应用给其运行、安全和管理带来了重大问题。由于电力系统惯性的持续降低,将运行频率维持在标称值并使联络线功率变化最小化成为这些改进的关键变量。针对集成了海浪能、光伏、风能、储能系统和生物柴油发电机的互联异构电力系统,提出了一种基于改进分数阶倾斜控制器的新型频率稳定方法。分数阶倾斜积分双导数(FOTIDD)是一种新型控制器,旨在解决与清洁能源和储能装置集成的混合电力结构的频率稳定问题。一种受人类行为启发的最新优化算法——母优化算法(MOA)被用于调整所提出的级联控制器的系数。为了确定其有效性,将FOTIDD控制器与其他控制方法在暂态性能方面进行了比较。此外,还将母优化算法的结果与正弦余弦算法(SCA)、狐狸优化算法(FOA)和灰狼优化算法(GWO)的结果进行了比较。结果发现,对于(∆F1)、(∆F2)和(∆Ptie),FOTIDD控制器在减少超调量(Osh)方面分别比PID控制器有效79.31%、83.78%和67.99%,在改善调节时间方面分别提高33.22%、29.87%和22.45%,在减少欠调量(Ush)方面分别降低79.13%、89.34%和86.90%。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/cb33a19e78fe/41598_2024_76980_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/e57532638b70/41598_2024_76980_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/84c57beecbc4/41598_2024_76980_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/e053716ac7c4/41598_2024_76980_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/870296d4721b/41598_2024_76980_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/20e30c92fc90/41598_2024_76980_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/8f21db4caadb/41598_2024_76980_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/8c5856a55a92/41598_2024_76980_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/8b9f95c13262/41598_2024_76980_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/5be57a74091e/41598_2024_76980_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/cb33a19e78fe/41598_2024_76980_Fig10_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/e57532638b70/41598_2024_76980_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/84c57beecbc4/41598_2024_76980_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/e053716ac7c4/41598_2024_76980_Fig3_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/870296d4721b/41598_2024_76980_Fig4_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/20e30c92fc90/41598_2024_76980_Fig5_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/8f21db4caadb/41598_2024_76980_Fig6_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/8c5856a55a92/41598_2024_76980_Fig7_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/8b9f95c13262/41598_2024_76980_Fig8_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/5be57a74091e/41598_2024_76980_Fig9_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/6d77/11514307/cb33a19e78fe/41598_2024_76980_Fig10_HTML.jpg

相似文献

1
Frequency stabilization of interconnected diverse power systems with integration of renewable energies and energy storage systems.通过整合可再生能源和储能系统实现互联异构电力系统的频率稳定。
Sci Rep. 2024 Oct 27;14(1):25655. doi: 10.1038/s41598-024-76980-z.
2
Load frequency stabilization of distinct hybrid conventional and renewable power systems incorporated with electrical vehicles and capacitive energy storage.结合电动汽车和电容式储能的不同混合传统与可再生电力系统的负荷频率稳定。
Sci Rep. 2024 Apr 24;14(1):9400. doi: 10.1038/s41598-024-60028-3.
3
Maiden application of mountaineering team-based optimization algorithm optimized 1PD-PI controller for load frequency control in islanded microgrid with renewable energy sources.基于登山队的优化算法首次应用于优化含可再生能源的孤岛微电网负荷频率控制的1PD-PI控制器。
Sci Rep. 2024 Oct 1;14(1):22851. doi: 10.1038/s41598-024-74051-x.
4
Frequency regulation of interconnected hybrid power system with Assimilation of electrical vehicles.融合电动汽车的互联混合动力系统的频率调节
Heliyon. 2024 Mar 12;10(6):e28073. doi: 10.1016/j.heliyon.2024.e28073. eCollection 2024 Mar 30.
5
Improved power flow management with proposed fuzzy integrated hybrid optimized fractional order cascaded proportional derivative filter (1+ proportional integral) controller in hybrid microgrid systems.在混合微电网系统中,采用所提出的模糊综合混合优化分数阶级联比例导数滤波器(1+比例积分)控制器,改善功率流管理。
ISA Trans. 2023 May;136:742-754. doi: 10.1016/j.isatra.2022.11.005. Epub 2022 Nov 9.
6
Robust load-frequency control of islanded urban microgrid using 1PD-3DOF-PID controller including mobile EV energy storage.使用包括移动电动汽车储能的1PD-3DOF-PID控制器对孤岛型城市微电网进行鲁棒负荷频率控制。
Sci Rep. 2024 Jun 17;14(1):13962. doi: 10.1038/s41598-024-64794-y.
7
Load frequency control of multi-area power system incorporated renewable energy considering electrical vehicle effect using modified cascaded controller tuned by BESSO algorithm.考虑电动汽车影响,采用经BESSO算法整定的改进型级联控制器的含可再生能源多区域电力系统负荷频率控制
Heliyon. 2024 May 23;10(11):e31840. doi: 10.1016/j.heliyon.2024.e31840. eCollection 2024 Jun 15.
8
Modified Tilt-integral active disturbance rejection controller with inertia emulated direct current link for frequency control of marine microgrid.具有模拟惯性直流链路的改进型倾斜积分自抗扰控制器用于船舶微电网的频率控制
ISA Trans. 2024 Jul;150:388-403. doi: 10.1016/j.isatra.2024.05.004. Epub 2024 May 12.
9
Hybrid sine cosine and spotted Hyena based chimp optimization for PI controller tuning in microgrids.基于混合正弦余弦和斑点鬣狗的黑猩猩优化算法用于微电网中PI控制器的整定
Sci Rep. 2024 Oct 29;14(1):25930. doi: 10.1038/s41598-024-76698-y.
10
Load-frequency control in an islanded microgrid PV/WT/FC/ESS using an optimal self-tuning fractional-order fuzzy controller.在孤岛微电网 PV/WT/FC/ESS 中使用最优自整定分数阶模糊控制器进行负荷频率控制。
Environ Sci Pollut Res Int. 2023 Jun;30(28):71677-71688. doi: 10.1007/s11356-021-14799-1. Epub 2021 Jul 9.

引用本文的文献

1
Optimal scheduling of integrated energy system with gas-liquid phase change carbon dioxide energy storage considering multi-layer low-carbon benefits.考虑多层低碳效益的气液相变二氧化碳储能综合能源系统优化调度
Sci Rep. 2025 Jul 1;15(1):22263. doi: 10.1038/s41598-025-05438-7.
2
A relative analysis to cascaded fractional-order controllers in microgrid non-minimum phase converters using EHO.基于帝王蝶优化算法对微电网非最小相位变换器中级联分数阶控制器的相对分析
Sci Rep. 2025 Mar 25;15(1):10333. doi: 10.1038/s41598-025-94690-y.
3
Frequency stability improvement in EV-integrated power systems using optimized fuzzy-sliding mode control and real-time validation.

本文引用的文献

1
Load frequency stabilization of distinct hybrid conventional and renewable power systems incorporated with electrical vehicles and capacitive energy storage.结合电动汽车和电容式储能的不同混合传统与可再生电力系统的负荷频率稳定。
Sci Rep. 2024 Apr 24;14(1):9400. doi: 10.1038/s41598-024-60028-3.
2
Frequency regulation of interconnected hybrid power system with Assimilation of electrical vehicles.融合电动汽车的互联混合动力系统的频率调节
Heliyon. 2024 Mar 12;10(6):e28073. doi: 10.1016/j.heliyon.2024.e28073. eCollection 2024 Mar 30.
3
Mother optimization algorithm: a new human-based metaheuristic approach for solving engineering optimization.
基于优化模糊滑模控制和实时验证的电动汽车集成电力系统频率稳定性提升
Sci Rep. 2025 Feb 17;15(1):5782. doi: 10.1038/s41598-025-89025-w.
4
Advanced microgrid optimization using price-elastic demand response and greedy rat swarm optimization for economic and environmental efficiency.基于价格弹性需求响应和贪婪大鼠群优化的先进微电网优化以实现经济和环境效益
Sci Rep. 2025 Jan 17;15(1):2261. doi: 10.1038/s41598-025-86232-3.
5
An approach for load frequency control enhancement in two-area hydro-wind power systems using LSTM + GA-PID controller with augmented lagrangian methods.一种基于长短期记忆网络(LSTM)+采用增广拉格朗日方法的遗传算法-比例积分微分(GA-PID)控制器的两区域水火风电系统负荷频率控制增强方法。
Sci Rep. 2025 Jan 8;15(1):1307. doi: 10.1038/s41598-025-85639-2.
母亲优化算法:一种基于人类的新元启发式方法,用于解决工程优化问题。
Sci Rep. 2023 Jun 26;13(1):10312. doi: 10.1038/s41598-023-37537-8.
4
Design of optimal cascade control approach for LFM of interconnected power system.最优级联控制方法设计用于互联电力系统的 LFM。
ISA Trans. 2023 Jun;137:506-518. doi: 10.1016/j.isatra.2023.01.029. Epub 2023 Jan 25.
5
Modified PID controller for automatic generation control of multi-source interconnected power system using fitness dependent optimizer algorithm.基于适应度相关优化算法的多源互联电力系统自动发电控制的改进型PID控制器
PLoS One. 2020 Nov 20;15(11):e0242428. doi: 10.1371/journal.pone.0242428. eCollection 2020.
6
A novel CFFOPI-FOPID controller for AGC performance enhancement of single and multi-area electric power systems.一种用于增强单区域和多区域电力系统AGC性能的新型CFFOPI-FOPID控制器。
ISA Trans. 2020 May;100:126-135. doi: 10.1016/j.isatra.2019.11.025. Epub 2019 Nov 22.