考虑禁运区和功率损耗的火电厂发电成本优化

V. Nguyen, T. S. Doan, K. Do, H. S. Le, V. Phan
{"title":"考虑禁运区和功率损耗的火电厂发电成本优化","authors":"V. Nguyen, T. S. Doan, K. Do, H. S. Le, V. Phan","doi":"10.1063/5.0066464","DOIUrl":null,"url":null,"abstract":"Thermal power plants (TPPs) can produce and supply electricity to power system as a main power source but power generation fuel cost of the TPPs is very expensive. So, the target of minimizing the cost is considered as a main duty in power system operation. This is called economic load dispatch (ELD) problem. In this paper, a novel algorithm, tunicate swarm algorithm (TSA), is applied for solving the ELD problem. The applied TSA is implemented for test systems with different numbers of units and different constraints such as power balance constraints, prohibited operating zones, power losses and power output limits of generators. The first test system is comprised of 6 units considering power balance constraints, power output limits, prohibited working zones and power losses while the second test system consists of 20 units taking into account the power balance constraints, power output limits and power losses. TSA is compared to a high number of previous methods in terms of the cost and TSA is concluded to be a powerful method since it can find less or equal cost with other compared methods.","PeriodicalId":253890,"journal":{"name":"1ST VAN LANG INTERNATIONAL CONFERENCE ON HERITAGE AND TECHNOLOGY CONFERENCE PROCEEDING, 2021: VanLang-HeriTech, 2021","volume":"59 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2021-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Power generation cost optimization for Thermal power plants considering prohibited operation zones and power losses\",\"authors\":\"V. Nguyen, T. S. Doan, K. Do, H. S. Le, V. Phan\",\"doi\":\"10.1063/5.0066464\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Thermal power plants (TPPs) can produce and supply electricity to power system as a main power source but power generation fuel cost of the TPPs is very expensive. So, the target of minimizing the cost is considered as a main duty in power system operation. This is called economic load dispatch (ELD) problem. In this paper, a novel algorithm, tunicate swarm algorithm (TSA), is applied for solving the ELD problem. The applied TSA is implemented for test systems with different numbers of units and different constraints such as power balance constraints, prohibited operating zones, power losses and power output limits of generators. The first test system is comprised of 6 units considering power balance constraints, power output limits, prohibited working zones and power losses while the second test system consists of 20 units taking into account the power balance constraints, power output limits and power losses. TSA is compared to a high number of previous methods in terms of the cost and TSA is concluded to be a powerful method since it can find less or equal cost with other compared methods.\",\"PeriodicalId\":253890,\"journal\":{\"name\":\"1ST VAN LANG INTERNATIONAL CONFERENCE ON HERITAGE AND TECHNOLOGY CONFERENCE PROCEEDING, 2021: VanLang-HeriTech, 2021\",\"volume\":\"59 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2021-09-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"1ST VAN LANG INTERNATIONAL CONFERENCE ON HERITAGE AND TECHNOLOGY CONFERENCE PROCEEDING, 2021: VanLang-HeriTech, 2021\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1063/5.0066464\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"1ST VAN LANG INTERNATIONAL CONFERENCE ON HERITAGE AND TECHNOLOGY CONFERENCE PROCEEDING, 2021: VanLang-HeriTech, 2021","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1063/5.0066464","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

火电厂作为电力系统的主要动力源,可以生产和供应电力,但发电燃料成本非常昂贵。因此,将成本最小化作为电力系统运行的主要任务。这被称为经济负荷调度(ELD)问题。本文提出了一种新的算法——束状虫群算法(TSA)来求解ELD问题。应用的TSA适用于具有不同机组数量和不同约束的测试系统,如功率平衡约束、禁止操作区域、功率损耗和发电机输出功率限制。第一个测试系统考虑功率平衡约束、功率输出限制、禁止工作区和功率损耗,由6个单元组成;第二个测试系统考虑功率平衡约束、功率输出限制和功率损耗,由20个单元组成。在成本方面,TSA与之前的许多方法进行了比较,由于TSA可以找到比其他比较方法更少或相等的成本,因此被认为是一种强大的方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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
Power generation cost optimization for Thermal power plants considering prohibited operation zones and power losses
Thermal power plants (TPPs) can produce and supply electricity to power system as a main power source but power generation fuel cost of the TPPs is very expensive. So, the target of minimizing the cost is considered as a main duty in power system operation. This is called economic load dispatch (ELD) problem. In this paper, a novel algorithm, tunicate swarm algorithm (TSA), is applied for solving the ELD problem. The applied TSA is implemented for test systems with different numbers of units and different constraints such as power balance constraints, prohibited operating zones, power losses and power output limits of generators. The first test system is comprised of 6 units considering power balance constraints, power output limits, prohibited working zones and power losses while the second test system consists of 20 units taking into account the power balance constraints, power output limits and power losses. TSA is compared to a high number of previous methods in terms of the cost and TSA is concluded to be a powerful method since it can find less or equal cost with other compared methods.
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
自引率
0.00%
发文量
0
期刊最新文献
Optimizing the benefits of housing roofers in Ho Chi Minh City to adapt to the current climate change context Vegan leather: An eco-friendly material for sustainable fashion towards environmental awareness Power energy generation fuel cost optimization for thermal power plants using different type of fuels Resolving conflict between conservation and promotion heritage of urban architecture in Vietnam (Case study: Hanoi, Dalat, saigon - ho chi minh city) Urban art environment improvement in Ho Chi Minh City
×
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