通过可靠的效率指标优化和可再生能源整合来提高可靠性和盈利能力的整体方法。

IF 3.9 2区 综合性期刊 Q1 MULTIDISCIPLINARY SCIENCES
Hossein Alizadeh, Alimorad Khajehzadeh, Mahdiyeh Eslami, Mehdi Jafari Shahbazzadeh
{"title":"通过可靠的效率指标优化和可再生能源整合来提高可靠性和盈利能力的整体方法。","authors":"Hossein Alizadeh, Alimorad Khajehzadeh, Mahdiyeh Eslami, Mehdi Jafari Shahbazzadeh","doi":"10.1038/s41598-025-96142-z","DOIUrl":null,"url":null,"abstract":"<p><p>The integration of Renewable Energy Sources (RESs) into modern power grids is critical for reducing carbon emissions and enhancing energy sustainability. However, the intermittent nature of RESs poses challenges to grid reliability and operational efficiency. This study addresses these challenges by proposing a novel approach to optimize the reliable efficiency index (REI), a key performance metric for grid operations. Through the deployment of Energy Storage Systems (ESS) and leveraging advanced optimization techniques, this research explores the combined effects of RES and ESS on grid reliability, profitability, and environmental impact. The epsilon-constrained method was employed to optimize system operations, incorporating uncertainty in RES outputs and market conditions. Results from simulations on the IEEE 33-bus distribution system demonstrate significant improvements in REI, system availability, and profitability after incorporating RESs and ESSs. Additionally, hidden revenues, including reduced carbon emissions and fuel savings, were quantified, highlighting the economic and environmental benefits. The integration of Renewable Energy Sources (RESs) into modern power grids is critical for reducing carbon emissions and enhancing energy sustainability. Results from simulations on the IEEE 33-bus distribution system demonstrate significant improvements, including a 171% increase in the reliable efficiency index (REI), a 38% rise in profitability, and a reduction in carbon emissions and fuel costs. These findings highlight the economic and environmental viability of the proposed approach.</p>","PeriodicalId":21811,"journal":{"name":"Scientific Reports","volume":"15 1","pages":"11853"},"PeriodicalIF":3.9000,"publicationDate":"2025-04-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11976969/pdf/","citationCount":"0","resultStr":"{\"title\":\"A holistic approach to enhance reliability and profitability through reliable efficiency index optimization and renewable energy integration.\",\"authors\":\"Hossein Alizadeh, Alimorad Khajehzadeh, Mahdiyeh Eslami, Mehdi Jafari Shahbazzadeh\",\"doi\":\"10.1038/s41598-025-96142-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><p>The integration of Renewable Energy Sources (RESs) into modern power grids is critical for reducing carbon emissions and enhancing energy sustainability. However, the intermittent nature of RESs poses challenges to grid reliability and operational efficiency. This study addresses these challenges by proposing a novel approach to optimize the reliable efficiency index (REI), a key performance metric for grid operations. Through the deployment of Energy Storage Systems (ESS) and leveraging advanced optimization techniques, this research explores the combined effects of RES and ESS on grid reliability, profitability, and environmental impact. The epsilon-constrained method was employed to optimize system operations, incorporating uncertainty in RES outputs and market conditions. Results from simulations on the IEEE 33-bus distribution system demonstrate significant improvements in REI, system availability, and profitability after incorporating RESs and ESSs. Additionally, hidden revenues, including reduced carbon emissions and fuel savings, were quantified, highlighting the economic and environmental benefits. The integration of Renewable Energy Sources (RESs) into modern power grids is critical for reducing carbon emissions and enhancing energy sustainability. Results from simulations on the IEEE 33-bus distribution system demonstrate significant improvements, including a 171% increase in the reliable efficiency index (REI), a 38% rise in profitability, and a reduction in carbon emissions and fuel costs. These findings highlight the economic and environmental viability of the proposed approach.</p>\",\"PeriodicalId\":21811,\"journal\":{\"name\":\"Scientific Reports\",\"volume\":\"15 1\",\"pages\":\"11853\"},\"PeriodicalIF\":3.9000,\"publicationDate\":\"2025-04-07\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11976969/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Scientific Reports\",\"FirstCategoryId\":\"103\",\"ListUrlMain\":\"https://doi.org/10.1038/s41598-025-96142-z\",\"RegionNum\":2,\"RegionCategory\":\"综合性期刊\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MULTIDISCIPLINARY SCIENCES\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Scientific Reports","FirstCategoryId":"103","ListUrlMain":"https://doi.org/10.1038/s41598-025-96142-z","RegionNum":2,"RegionCategory":"综合性期刊","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MULTIDISCIPLINARY SCIENCES","Score":null,"Total":0}
引用次数: 0

摘要

将可再生能源(RESs)纳入现代电网对于减少碳排放和提高能源可持续性至关重要。然而,RESs的间歇性对电网的可靠性和运行效率提出了挑战。本研究通过提出一种优化可靠效率指数(REI)的新方法来解决这些挑战,REI是电网运行的关键性能指标。通过储能系统(ESS)的部署和利用先进的优化技术,本研究探讨了储能系统和ESS对电网可靠性、盈利能力和环境影响的综合影响。考虑RES输出和市场条件的不确定性,采用epsilon约束方法优化系统运行。对IEEE 33总线配电系统的仿真结果表明,在合并RESs和ess后,REI、系统可用性和盈利能力有了显著改善。此外,包括减少碳排放和节省燃料在内的隐性收入也进行了量化,突出了经济和环境效益。将可再生能源(RESs)纳入现代电网对于减少碳排放和提高能源可持续性至关重要。在IEEE 33总线配电系统上的模拟结果显示了显著的改进,包括可靠效率指数(REI)提高了171%,盈利能力提高了38%,减少了碳排放和燃料成本。这些发现突出了拟议方法的经济和环境可行性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

A holistic approach to enhance reliability and profitability through reliable efficiency index optimization and renewable energy integration.

A holistic approach to enhance reliability and profitability through reliable efficiency index optimization and renewable energy integration.

A holistic approach to enhance reliability and profitability through reliable efficiency index optimization and renewable energy integration.

A holistic approach to enhance reliability and profitability through reliable efficiency index optimization and renewable energy integration.

The integration of Renewable Energy Sources (RESs) into modern power grids is critical for reducing carbon emissions and enhancing energy sustainability. However, the intermittent nature of RESs poses challenges to grid reliability and operational efficiency. This study addresses these challenges by proposing a novel approach to optimize the reliable efficiency index (REI), a key performance metric for grid operations. Through the deployment of Energy Storage Systems (ESS) and leveraging advanced optimization techniques, this research explores the combined effects of RES and ESS on grid reliability, profitability, and environmental impact. The epsilon-constrained method was employed to optimize system operations, incorporating uncertainty in RES outputs and market conditions. Results from simulations on the IEEE 33-bus distribution system demonstrate significant improvements in REI, system availability, and profitability after incorporating RESs and ESSs. Additionally, hidden revenues, including reduced carbon emissions and fuel savings, were quantified, highlighting the economic and environmental benefits. The integration of Renewable Energy Sources (RESs) into modern power grids is critical for reducing carbon emissions and enhancing energy sustainability. Results from simulations on the IEEE 33-bus distribution system demonstrate significant improvements, including a 171% increase in the reliable efficiency index (REI), a 38% rise in profitability, and a reduction in carbon emissions and fuel costs. These findings highlight the economic and environmental viability of the proposed approach.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
Scientific Reports
Scientific Reports Natural Science Disciplines-
CiteScore
7.50
自引率
4.30%
发文量
19567
审稿时长
3.9 months
期刊介绍: We publish original research from all areas of the natural sciences, psychology, medicine and engineering. You can learn more about what we publish by browsing our specific scientific subject areas below or explore Scientific Reports by browsing all articles and collections. Scientific Reports has a 2-year impact factor: 4.380 (2021), and is the 6th most-cited journal in the world, with more than 540,000 citations in 2020 (Clarivate Analytics, 2021). •Engineering Engineering covers all aspects of engineering, technology, and applied science. It plays a crucial role in the development of technologies to address some of the world''s biggest challenges, helping to save lives and improve the way we live. •Physical sciences Physical sciences are those academic disciplines that aim to uncover the underlying laws of nature — often written in the language of mathematics. It is a collective term for areas of study including astronomy, chemistry, materials science and physics. •Earth and environmental sciences Earth and environmental sciences cover all aspects of Earth and planetary science and broadly encompass solid Earth processes, surface and atmospheric dynamics, Earth system history, climate and climate change, marine and freshwater systems, and ecology. It also considers the interactions between humans and these systems. •Biological sciences Biological sciences encompass all the divisions of natural sciences examining various aspects of vital processes. The concept includes anatomy, physiology, cell biology, biochemistry and biophysics, and covers all organisms from microorganisms, animals to plants. •Health sciences The health sciences study health, disease and healthcare. This field of study aims to develop knowledge, interventions and technology for use in healthcare to improve the treatment of patients.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信