Feasibility Studies of a Rural Microgrid Scenarios Using Artificial Bees Colony Algorithm

Sanchay Bajpai, N. Shrivastava
{"title":"Feasibility Studies of a Rural Microgrid Scenarios Using Artificial Bees Colony Algorithm","authors":"Sanchay Bajpai, N. Shrivastava","doi":"10.1109/CAPS52117.2021.9730739","DOIUrl":null,"url":null,"abstract":"India's position in renewable power generation is currently third in the world, which we intend to improve. However, it is essential for everyone to have affordable and reliable electricity. Designing a micro-grid system is one way to ensure it. This research work deals with the feasibility study of a rural micro-grid which includes both grid-connected systems and off-grid-connected systems to fulfil the load demand of twenty houses at two different locations. In grid-connected mode, PV-panels and wind turbines are used as an energy source, batteries are used as an energy storage element and grid connection is used as a backup supply. In contrast, for islanded mode diesel generator is used as a backup supply. The optimal sizing of different components is done keeping in mind the reliability and feasibility of the system. The number of wind turbines, kW rating of PV panels, and Autonomy days are optimized by Artificial Bee Colony (ABC). Also, a techno-economic analysis has been done by evaluating the cost of electricity as well as other factors including Renewable Factor (RF), Probability of Load Supply Loss (PLSL), and Net Energy Production Cost (NEPC). Furthermore, comparative analysis has been done for grid-connected mode as well as islanded mode.","PeriodicalId":445427,"journal":{"name":"2021 International Conference on Control, Automation, Power and Signal Processing (CAPS)","volume":"93 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-12-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2021 International Conference on Control, Automation, Power and Signal Processing (CAPS)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CAPS52117.2021.9730739","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

India's position in renewable power generation is currently third in the world, which we intend to improve. However, it is essential for everyone to have affordable and reliable electricity. Designing a micro-grid system is one way to ensure it. This research work deals with the feasibility study of a rural micro-grid which includes both grid-connected systems and off-grid-connected systems to fulfil the load demand of twenty houses at two different locations. In grid-connected mode, PV-panels and wind turbines are used as an energy source, batteries are used as an energy storage element and grid connection is used as a backup supply. In contrast, for islanded mode diesel generator is used as a backup supply. The optimal sizing of different components is done keeping in mind the reliability and feasibility of the system. The number of wind turbines, kW rating of PV panels, and Autonomy days are optimized by Artificial Bee Colony (ABC). Also, a techno-economic analysis has been done by evaluating the cost of electricity as well as other factors including Renewable Factor (RF), Probability of Load Supply Loss (PLSL), and Net Energy Production Cost (NEPC). Furthermore, comparative analysis has been done for grid-connected mode as well as islanded mode.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
基于人工蜂群算法的农村微电网可行性研究
印度在可再生能源发电方面的地位目前在世界上排名第三,我们打算提高这一地位。然而,每个人都有负担得起和可靠的电力是至关重要的。设计微电网系统是实现这一目标的一种方法。本研究工作涉及农村微电网的可行性研究,该微电网包括并网系统和离网系统,以满足两个不同位置的20户家庭的负载需求。在并网模式下,光伏板和风力涡轮机作为能源,电池作为储能元件,并网作为备用电源。而对于孤岛式发电机组,则采用柴油发电机作为备用电源。在考虑系统可靠性和可行性的前提下,对不同部件的最佳尺寸进行了确定。采用人工蜂群(Artificial Bee Colony, ABC)优化风力涡轮机数量、光伏板kW额定值和自治天数。此外,通过评估电力成本以及其他因素,包括可再生因素(RF)、负荷供应损失概率(PLSL)和净能源生产成本(NEPC),进行了技术经济分析。并对并网模式和孤岛模式进行了对比分析。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
An improved Faster RCNN for Pedestrian Detection A Robust System to Detect and Prevent Boat Accidents Impact of Wind Distributed Generation on Distribution Systems Embedded with Electric Vehicles A Review on Different Techniques of Demand Response Management and its Future Scopes Designing of Automatic Corridor Lighting System Using PIR Motion Sensor
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1