Economic dispatch of wind-thermal power system with MW and ramp rate dependent generator costs

Mingyang Li, X. Zou, Wei Wang, Yuguang Niu, Ji-zhen Liu
{"title":"Economic dispatch of wind-thermal power system with MW and ramp rate dependent generator costs","authors":"Mingyang Li, X. Zou, Wei Wang, Yuguang Niu, Ji-zhen Liu","doi":"10.1109/TDC.2016.7519856","DOIUrl":null,"url":null,"abstract":"Making use of the steam heat storage in thermal generators enables them to operate in a “fast mode” to ramp up or down faster than regular, so as to better catch up with the fluctuations of wind power to improve system wind utilization. In such fast mode, generators have MW-dependent ramp rates and, distinguished from regular units, MW and ramp rate dependent coal consumption costs. Existing economic dispatch models usually use MW-dependent generator cost functions and constant ramp rate limits, and are thus not applicable to systems containing fast mode generators. This paper presents a new formulation of dynamic economic dispatch for wind-thermal power systems, to take into account ramping capabilities and costs of generators in their fast mode. In our model, the objective is to minimize a two-variable quadratic generator cost function depending on both output levels and ramp rates, and generator ramp rate limits are MW-dependent piece-wise linear functions. The formulation can be solved by using existing quadratic programming methods. In numerical examples implemented by using CPLEX, our model is demonstrated on the IEEE 30-bus system containing two 600MW thermal units with real data. Results show that by using our model, unit ramping capabilities are better utilized in system dispatch to substantially save curtailed wind energy, and total generator costs are reduced.","PeriodicalId":6497,"journal":{"name":"2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D)","volume":"25 1","pages":"1-5"},"PeriodicalIF":0.0000,"publicationDate":"2016-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"5","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 IEEE/PES Transmission and Distribution Conference and Exposition (T&D)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/TDC.2016.7519856","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 5

Abstract

Making use of the steam heat storage in thermal generators enables them to operate in a “fast mode” to ramp up or down faster than regular, so as to better catch up with the fluctuations of wind power to improve system wind utilization. In such fast mode, generators have MW-dependent ramp rates and, distinguished from regular units, MW and ramp rate dependent coal consumption costs. Existing economic dispatch models usually use MW-dependent generator cost functions and constant ramp rate limits, and are thus not applicable to systems containing fast mode generators. This paper presents a new formulation of dynamic economic dispatch for wind-thermal power systems, to take into account ramping capabilities and costs of generators in their fast mode. In our model, the objective is to minimize a two-variable quadratic generator cost function depending on both output levels and ramp rates, and generator ramp rate limits are MW-dependent piece-wise linear functions. The formulation can be solved by using existing quadratic programming methods. In numerical examples implemented by using CPLEX, our model is demonstrated on the IEEE 30-bus system containing two 600MW thermal units with real data. Results show that by using our model, unit ramping capabilities are better utilized in system dispatch to substantially save curtailed wind energy, and total generator costs are reduced.
基于兆瓦和斜坡率的风电系统经济调度
利用火力发电机组的蒸汽蓄热特性,使火力发电机组处于“快速模式”运行,比常规模式更快地上升或下降,从而更好地赶上风电的波动,提高系统的风利用率。在这种快速模式下,发电机具有兆瓦依赖斜坡速率,并且与常规机组不同,兆瓦依赖斜坡速率的煤炭消耗成本。现有的经济调度模型通常使用依赖于兆瓦的发电机成本函数和恒定的斜坡率限制,因此不适用于包含快速模式发电机的系统。本文提出了一种考虑快速模式下发电机组爬坡能力和成本的风热发电系统动态经济调度新公式。在我们的模型中,目标是最小化依赖于输出水平和斜坡率的双变量二次发电机成本函数,而发电机斜坡率限制是与mw相关的分段线性函数。该公式可以用现有的二次规划方法求解。在CPLEX实现的数值算例中,我们的模型在包含两个600MW热电机组的IEEE 30总线系统上得到了实际数据的验证。结果表明,通过使用该模型,机组斜坡能力在系统调度中得到了更好的利用,从而大大节省了减少的风能,降低了发电机的总成本。
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 求助全文
来源期刊
自引率
0.00%
发文量
0
×
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:481959085
Book学术官方微信