Two-step Planning of Grid-Resource-Storage Based on Cluster Partition

Di HU; Ming DING; Rui BI; Pingping GAO; Yu ZHANG; Jingjing ZHANG

doi:10.7500/AEPS20190618006

您当前的位置：

首页 >

文章列表页 >

Two-step Planning of Grid-Resource-Storage Based on Cluster Partition

Basic Research | 更新时间：2025-06-16

- Two-step Planning of Grid-Resource-Storage Based on Cluster Partition
- Automation of Electric Power Systems Vol. 44, Issue 2, Pages: 94-103(2020)
- 作者机构：
  
  可再生能源与工业节能安徽省工程实验室，合肥工业大学，安徽省合肥市 230009
- 作者简介：
- 基金信息：
- DOI：10.7500/AEPS20190618006
  CLC：
- Received：18 June 2019，
  
  Revised：2019-07-30，
  
  Published Online：07 November 2019，
  
  Published：25 January 2020
- 稿件说明：
移动端阅览
胡迪,丁明,毕锐等.基于集群划分的网-源-储多目标两步规划[J].电力系统自动化,2020,44(02):94-103.

HU Di,DING Ming,BI Rui,et al.Two-step Planning of Grid-Resource-Storage Based on Cluster Partition[J].Automation of Electric Power Systems,2020,44(02):94-103.
胡迪,丁明,毕锐等.基于集群划分的网-源-储多目标两步规划[J].电力系统自动化,2020,44(02):94-103. DOI： 10.7500/AEPS20190618006.

HU Di,DING Ming,BI Rui,et al.Two-step Planning of Grid-Resource-Storage Based on Cluster Partition[J].Automation of Electric Power Systems,2020,44(02):94-103. DOI： 10.7500/AEPS20190618006.

摘要

针对高渗透率分布式电源（DG）集群接入配电网下的网-源-储规划问题，提高系统供电可靠性指标，将网-源-储规划问题分解成2个步骤进行。第1步考虑集群孤岛运行概率的DG集群网-源协同多目标规划；基于第1步规划得到的集群孤岛运行概率，进行第2步储能规划来保证各集群内接入的DG能够满足集群的孤岛运行。由于需要考虑集群孤岛运行以及网络连接不确定因素，对网-源协同规划模型中的可靠性指标的逆流计算与顺流计算方法进行改进；并针对网源协同规划模型的多目标问题，引入增广

-约束法对多目标规划模型进行求解，该方法能给决策者提供更为全面的解集。以中国某地实际高渗透率DG配电网络为例，验证所提出的基于集群划分的网-源-储规划方法能够提高系统供电可靠性，并有降低网损和电压波动等作用。

Abstract

To solve the problem of grid-resource-storage planning of distribution networks with high penetration of distributed generator(DG) clusters and promote the reliability indices of load points

this paper proposes a two-step planning method. The first step is to conduct the multi-objective grid-resource planning of DG clusters considering isolated operation probabilities of clusters. Based on the isolated operation probabilities of clusters obtained in the first step

the energy storage planning in the second step is conducted to guarantee that DG integrated with the clusters could satisfy the isolated operation of clusters. Considering the isolated operation of clusters and the uncertainties of the grid connection during the planning process

the up-stream delivery and the down-stream combination of the reliability index calculation method in the grid-resource planning model are improved. Since the grid-resource collaborative planning model in the first step is a multi-objective problem

augmented

-constraint method（AUGMECON） is introduced to solve the multi-objective planning model. AUGMECON could provide decision makers with the richer alternatives. Taking the actual distribution network with high penetration of DG in China as an example

it is verified that the proposed grid-resource-storage planning method based on cluster partition can improve the reliability of the system and decrease the power losses and voltage fluctuations.

关键词

Keywords

references

丁明 , 刘先放 , 毕锐 , 等 . 采用综合性能指标的高渗透率分布式电源集群划分方法 [J]. 电力系统自动化 , 2018 , 42 ( 15 ): 47 - 52 . DOI: 10.7500/AEPS20171106011 http://dx.doi.org/10.7500/AEPS20171106011 .

DING Ming , LIU Xianfang , BI Rui , et al . Method for cluster partition of high-penetration distributed generators based on comprehensive performance index [J]. Automation of Electric Power Systems , 2018 , 42 ( 15 ): 47 - 52 . DOI: 10.7500/AEPS 20171106011 http://dx.doi.org/10.7500/AEPS 20171106011 .

HU Di , DING Ming , BI Rui , et al . Sizing and placement of distributed generation and energy storage for a large-scale distribution network employing cluster partition [J]. Journal of Renewable and Sustainable Energy , 2018 , 10 ( 2 ): 025301 .

CHAI Yuanyuan , GUO Li , WANG Chengshan , et al . Network partition and voltage coordination control for distribution networks with high penetration of distributed PV units [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 3 ): 3396 - 3407 .

XIAO Chuanliang , ZHAO Bo , DING Ming , et al . Zonal voltage control combined day-ahead scheduling and real-time control for distribution networks with high proportion of PVs [J]. Energies , 2017 , 10 ( 10 ): 1464 .

谭心仪 , 吕林 , 高红均 , 等 . 考虑DG功率非线性特性和综合负荷建模的DG和DR协同规划 [J]. 电网技术 , 2018 , 42 ( 9 ): 2958 - 2966 .

TAN Xinyi , LÜ Lin , GAO Hongjun , et al . Coordinated planning of DG and DR considering nonlinear power characteristics of DG and synthetic load model [J]. Power System Technology , 2018 , 42 ( 9 ): 2958 - 2966 .

白牧可 , 唐巍 , 张璐 , 等 . 基于机会约束规划的DG与配电网架多目标协调规划 [J]. 电工技术学报 , 2013 , 28 ( 10 ): 346 - 354 .

BAI Muke , TANG Wei , ZHANG Lu , et al . Multi-objective coordinated planning of distribution network incorporating distributed generation based on chance constrained programming [J]. Transactions of China Electrotechnical Society , 2013 , 28 ( 10 ): 346 - 354 .

芦新波 , 张建华 , 曾博 . 面向用户需求的DG与配网网架多目标联合规划 [J]. 现代电力 , 2015 , 32 ( 5 ): 35 - 41 .

LU Xinbo , ZHANG Jianhua , ZENG Bo . Multi-objective joint planning of user demand-oriented DG and distribution network framework [J]. Modern Electric Power , 2015 , 32 ( 5 ): 35 - 41 .

KOUTSOUKIS N C , GEORGILAKIS P S , HATZIARGYRIOU N D . Multistage coordinated planning of active distribution networks [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 1 ): 32 - 44 .

ZENG B , ZHANG J , YANG X , et al . Integrated planning for transition to low-carbon distribution system with renewable energy generation and demand response [J]. IEEE Transactions on Power Systems , 2014 , 29 ( 3 ): 1153 - 1165 .

GAO Y , HU X , YANG W , et al . Multi-objective bilevel coordinated planning of distributed generation and distribution network frame based on multiscenario technique considering timing characteristics [J]. IEEE Transactions on Sustainable Energy , 2017 , 8 ( 4 ): 1415 - 1429 .

高鹏 , 陈红坤 , 张光亚 , 等 . 主动配电网中消纳高渗透率风电的风电源规划 [J]. 电力系统自动化 , 2018 , 42 ( 15 ): 39 - 46 . DOI: 10.7500/AEPS20180131006 http://dx.doi.org/10.7500/AEPS20180131006 .

GAO Peng , CHEN Hongkun , ZHANG Guangya , et al . Planning of wind turbine generators for high-penetration wind power accommodation in active distribution network [J]. Automation of Electric Power Systems , 2018 , 42 ( 15 ): 39 - 46 . DOI: 10.7500/AEPS20180131006 http://dx.doi.org/10.7500/AEPS20180131006 .

GIANNITRAPANI A P S . Optimal allocation of energy storage systems for voltage control in LV distribution networks [J]. IEEE Transactions on Smart Grid , 2017 , 8 ( 6 ): 2859 - 2870 .

苏韵掣 , 刘俊勇 , 刘友波 , 等 . 适用于配电网规划的可靠性指标改进显式估算算法 [J]. 电力系统自动化 , 2017 , 41 ( 1 ): 79 - 87 .

SU Yunche , LIU Junyong , LIU Youbo , et al . Improved explicit analytical evaluation algorithm of reliability indices for distribution network planning [J]. Automation of Electric Power Systems , 2017 , 41 ( 1 ): 79 - 87 .

ZHANG Qingfu , LI Hui . MOEA/D: a multiobjective evolutionary algorithm based on decomposition [J]. IEEE Transactions on Evolutionary Computation , 2007 , 11 ( 6 ): 712 - 731 .

MESSAC A , ISMAIL-YAHAYA A , MATTSON C . The normalized normal constraint method for generating the Pareto frontier [J]. Structure & Multidisciplinary Optimization , 2003 , 25 ( 2 ): 86 - 98 .

HAMACHER H W , PEDERSEN C R , RUZIKA S . Finding representative systems for discrete bicriterion optimization problems [J]. Operations Research Letters , 2007 , 35 ( 3 ): 336 - 344 .

MAVROTAS G . Effective implementation of the epsilon-constraint method in multi-objective mathematical programming problems [J]. Applied Mathematics and Computation , 2009 , 213 ( 2 ): 455 - 465 .

PATERAKIS N G G M , CATALAO J S . A multi-objective optimization approach to risk-constrained energy and reserve procurement using demand response [J]. IEEE Transactions on Power Systems , 2018 , 33 ( 4 ): 3940 - 3954 .

彭建春 , 何禹清 , 周卓敏 , 等 . 基于可靠性指标逆流传递和顺流归并的配电网可靠性评估 [J]. 中国电机工程学报 , 2010 , 30 ( 1 ): 40 - 46 .

PENG Jianchun , HE Yuqing , ZHOU Zhuomin , et al . Distribution system reliability evaluation based on up-stream delivering and down-stream merging of reliability indices [J]. Proceedings of the CSEE , 2010 , 30 ( 1 ): 40 - 46 .

BILLINTON R , JONNAVITHULA S . Optimal switching device placement in radial distribution systems [J]. IEEE Transactions on Power Delivery , 1996 , 11 ( 3 ): 1646 - 1651 .

孙磊 , 杨贺均 , 丁明 . 配电系统开关优化配置的混合整数线性规划模型 [J]. 电力系统自动化 , 2018 , 42 ( 16 ): 87 - 95 . DOI: 10.7500/AEPS20171114004 http://dx.doi.org/10.7500/AEPS20171114004 .

SUN Lei , YANG Hejun , DING Ming . Mixed integer linear programming model of optimal placement for switching devices in distribution system [J]. Automation of Electric Power Systems , 2018 , 42 ( 16 ): 87 - 95 . DOI: 10.7500/AEPS 20171114004 http://dx.doi.org/10.7500/AEPS 20171114004 .

Views

下载量

CSCD

Alert me when the article has been cited

提交

Tools

Publicity Resources

Reliability Assessment of DC Distribution System with Truncation-coefficient-based State Merging

Planning of Electric Vehicle Charging-Swapping-Storage Integrated Station in AC/DC Distribution Network

Reliability Assessment of Active Distribution Network Considering Cyber Failure in Uncertain Environment

Related Author

WANG Lei

HAN Xiaoqing

LIANG Dingkang

GAO Qingxu

Yu MA

Menglong ZENG

Gang WEI

Lan ZHU

Related Institution

College of Electrical and Power Engineering, Taiyuan University of Technology

School of Electric Power, South China University of Technology

College of Electrical Engineering, Shanghai University of Electric Power

East China Electric Power Design Institute Co., Ltd.

Huzhou Electric Power Design Institute Co., Ltd.

⁰