文章+程序Dual Consensus ADMM for DC-OPF-CET
所属分类：matlab编程
开发工具：matlab
文件大小：7056KB
下载次数：8
上传日期：2020-08-19 12:44:49
上 传 者：
en_xs
说明： 提出的方法(DC-ADMM-P)采用了一种新的策略，即使用consensus ADMM来解决DC-DOPF-CET的对偶问题，而只揭示相邻子系统之间的边界分支信息。此外，通过减少双乘子的误码率和采用改进的乘子更新步骤，提高了DC-ADMM-P的收敛性能。
(the ADMM-based distributed approaches disclose boundary buses and branches information among adjacent subsystems. As opposed to these methods, the proposed method (DC-ADMM-P) adopts a novel strategy which uses consensus ADMM to solve the dual of DC-DOPF-CET while only disclose boundary branches infor-mation among adjacent subsystems. Moreover, the convergence performance of DC-ADMM-P is improved by reducing the num-ber of dual multipliers and employing an improved update step of the multiplier.)
文件列表:
Dual Consensus ADMM for DC-DOPF-CET.pdf (1008906, 2020-03-17)
DCOPF_ADMM.m (37956, 2019-09-01)
Picture (0, 2019-08-31)
Picture\Fig. 14 The convergence property of Algorithm 1 and 2.jpg (744516, 2019-05-08)
Picture\Fig. 15 Iterative logarithmic values of RX in Case 1.jpg (931571, 2019-05-08)
Picture\Fig.10 Several iterative logarithmic values of 30-bus system.jpg (1348303, 2019-05-08)
Picture\Fig.11 Results for the new update step for the multiplier under different miu.jpg (990839, 2019-05-09)
Picture\Fig.12 The number of iterations with u=0.68 and different valuse of rou(Case 1).jpg (811748, 2019-05-09)
Picture\Fig.13 Comparison of unimproved and improved multiplier update step with rou of 0.2 and 0.8(Case 1).jpg (968491, 2019-05-09)
Picture\Fig.5 Iterative values of RX.jpg (747092, 2019-05-15)
Picture\Fig.7 Comparison of dual multipliers before and after reduction.jpg (766282, 2019-05-08)
Picture\Fig.8 Impact of rou on the convergence rate.jpg (1006003, 2019-05-08)
Picture\Fig.9 Two types of update steps for the multiplier(Case 1).jpg (934168, 2019-05-08)
ReadDataDCDOPF.m (17431, 2019-09-01)
ReadDataSCUC.m (10892, 2019-09-01)
SCUC_dat (0, 2019-08-31)
SCUC_dat\DDOPF118.txt (10913, 2019-04-14)
SCUC_dat\RTS48.txt (6214, 2019-05-17)
SCUC_dat\SCUC1062-2.txt (136662, 2018-08-28)
SCUC_dat\SCUC30.txt (4771, 2018-07-27)
SCUC_dat\SCUC6-2.txt (1320, 2018-07-27)
SCUC_dat\SCUC6.txt (2431, 2018-05-21)
SCUC_dat\论文用的算例说明.txt (722, 2019-04-25)
SCUC_nodeY.m (2722, 2019-09-01)
formMatrixA.m (15074, 2019-09-15)
formMatrixM.m (8815, 2019-09-15)
formQC4Emission.m (2845, 2019-09-15)
formQCP_PI_x_i.m (22452, 2019-09-15)
partitionDataPI.m (9684, 2019-09-15)
partitionNode.m (5757, 2019-09-01)
yanZheng.m (33039, 2019-06-10)
Download:https://github.com/linfengYang/Dual-Consensus-ADMM-for-DC-OPF-CET
Dual Consensus ADMM for DC-DOPF-CET
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What about this project/study?（项目介绍）
The implementation code is using alternating direction method of multipliers (ADMM) approach for solving
the direct current dynamic optimal power flow with carbon emission trading (DC-DOPF-CET) problem.
In this study, we focus on the impact of parameter rou and miu, the number of elements in the
consensus variable, the number of subsystems and the scale of power systems on the convergence
performance. In order to verify the performance of our proposed algorithms and the effective of improved,
we apply them on a various of numerical case studies, and compare their key features and simulation results
with the method in [6] and [7]. The numerical case studies include a 6-bus system, a 30-bus system, a RTS48-bus
system in [6], a 118-bus system in [7] and a 1062-bus system. The results show that the convergence performance
largely depends on the number of elements in the consensus variable rather than the number of subsystems or
the scale of power systems. An excellent subsystem partition strategy cound enhance the convergence performance
, since it has less global variables.
User Guide（用户指南）
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The description of folder (文件夹说明)
SCUC_dat : The numerical case studies data. 计算数据
Picture : The figures and tables in this paper. 数据结果图表。
The description of implement code files(函数文件说明)
DCOPF_ADMM.m : The main funciton. 主函数。
ReadDataSCUC : Read the SCUC6.txt and SCUC1062.txt. SCUC6.txt和SCUC1062.txt的读取函数。
ReadDataDCDOPF : Read the DDOPF118.txt和RTS48.txt. DDOPF118.txt和RTS48.txt的读取函数。
SCUC_nodeY : Construct network admittance matrix. 形成导纳矩阵的函数。
partitionNode : Set the partition of the system. 设置分区的函数。
partitionDataPI : The procedure of identifying "real" coupling boudnary branches and brandary buses. 识别耦合节点和耦合支路的函数。
formMatrixA : Corresponding to the constraint (17) in manuscript. 构造文章中约束(17)的系数矩阵。
formMatrixM : Corresponding to the constraint (18) in manuscript. 构造文章中约束(18)的系数矩阵。
formQC4Emission : Corresponding to the constraint (19) in manuscript. 构造文章中约束(19)的系数矩阵。
yanZheng : Using Cplex to solve DC-DOPF-CET problem. 使用Cplex求解DC-DOPF-CET。
formQCP_PI_x_i : Corresponding to the constraint (30) in manuscript. 构造文章中约束(30)的系数矩阵。
Prerequisite(运行该项目需要的库或软件等):
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Matlab R2014a
Cplex 12.6.2
Publication:
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If you use our study in academic work then please consider citing our papers.
(如果您参考我们的项目/论文 并用于学术目的，请考虑引用我们的论文
About Us (关于我们)
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Authors：Lingfeng Yang (ylf@gxu.edu.cn),Jiangyao Luo (landiljy@163.com),Yan Xu,Zhenrong Zhang,Zhaoyang Dong
Team：www.scholat.com/team/eidp
Webpage: http://jians.gxu.edu.cn/default.do
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