CN112994021A - 一种提取直角坐标节点复功率方程海森矩阵的计算方法 - Google Patents

一种提取直角坐标节点复功率方程海森矩阵的计算方法 Download PDF

Info

Publication number
CN112994021A
CN112994021A CN202110464758.0A CN202110464758A CN112994021A CN 112994021 A CN112994021 A CN 112994021A CN 202110464758 A CN202110464758 A CN 202110464758A CN 112994021 A CN112994021 A CN 112994021A
Authority
CN
China
Prior art keywords
matrix
formula
node
complex power
hessian matrix
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Granted
Application number
CN202110464758.0A
Other languages
English (en)
Other versions
CN112994021B (zh
Inventor
韦化
吕中梁
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Guangxi University
Original Assignee
Guangxi University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Guangxi University filed Critical Guangxi University
Priority to CN202110464758.0A priority Critical patent/CN112994021B/zh
Publication of CN112994021A publication Critical patent/CN112994021A/zh
Application granted granted Critical
Publication of CN112994021B publication Critical patent/CN112994021B/zh
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J3/00Circuit arrangements for ac mains or ac distribution networks
    • H02J3/04Circuit arrangements for ac mains or ac distribution networks for connecting networks of the same frequency but supplied from different sources
    • H02J3/06Controlling transfer of power between connected networks; Controlling sharing of load between connected networks
    • HELECTRICITY
    • H02GENERATION; CONVERSION OR DISTRIBUTION OF ELECTRIC POWER
    • H02JCIRCUIT ARRANGEMENTS OR SYSTEMS FOR SUPPLYING OR DISTRIBUTING ELECTRIC POWER; SYSTEMS FOR STORING ELECTRIC ENERGY
    • H02J2203/00Indexing scheme relating to details of circuit arrangements for AC mains or AC distribution networks
    • H02J2203/10Power transmission or distribution systems management focussing at grid-level, e.g. load flow analysis, node profile computation, meshed network optimisation, active network management or spinning reserve management

Landscapes

  • Engineering & Computer Science (AREA)
  • Power Engineering (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

本发明公开了一种提取直角坐标节点复功率方程海森矩阵的计算方法,从节点复功率方程出发,经过两次求导过程,得到海森矩阵的关键组成元素,并用三维矩阵进行整理,实现快速提取海森矩阵,极大地降低了计算海森矩阵的复杂度,从而提升了电网潮流计算速度,减少算法对计算机CPU、内存等资源的占用,节约能耗。

Description

一种提取直角坐标节点复功率方程海森矩阵的计算方法
技术领域
本发明属于电力潮流计算方法技术领域,具体涉及一种提取直角坐标节点复功率方程海森矩阵的计算方法。
背景技术
潮流计算指在给定电力系统网络拓扑、元件参数和发电、负荷参量条件下,计算有功功率、无功功率及电压在电力网中的分布,根据给定的电网结构、参数和发电机、负荷等元件的运行条件,确定电力系统各部分稳态运行状态参数的计算。
计算海森矩阵是电力系统最优潮流、无功优化等EMS核心功能必要过程,降低其复杂度,是提高相关算法计算效率,减少计算资源占用的重要手段。但现有的提取直角坐标节点复功率方程海森矩阵的计算方法非常繁琐,耗费大量的资源和时间。因此,需要提出一种快速提取直角坐标节点复功率方程海森矩阵的计算方法,以降低计算海森矩阵的复杂度,提高算法的计算效率,节约能耗。
发明内容
本发明的目的在于针对现有技术中的上述问题,提供一种提取直角坐标节点复功率方程海森矩阵的计算方法,可降低海森矩阵形成过程的复杂度,提升潮流算法的计算速度,减少算法对计算机资源占用。
为实现上述发明目的,本发明采用了如下技术方案:
一种提取直角坐标节点复功率方程海森矩阵的计算方法,包括如下步骤:
S1.根据复数的节点功率方程
Figure BDA0003041636510000011
按节点电压的直角坐标形式
Figure BDA0003041636510000012
分别对e和f求偏导,得到
Figure BDA0003041636510000013
的复功率线性化方程:
Figure BDA0003041636510000014
式中,
Figure BDA0003041636510000015
为节点复功率;
Figure BDA0003041636510000016
为节点复功率增量;
Figure BDA0003041636510000017
为电压向量,
Figure BDA0003041636510000018
Figure BDA0003041636510000021
Figure BDA0003041636510000022
的共轭复数,
Figure BDA0003041636510000023
Figure BDA0003041636510000024
为节点导纳矩阵,
Figure BDA0003041636510000025
Figure BDA0003041636510000026
表示
Figure BDA0003041636510000027
的共轭复数,
Figure BDA0003041636510000028
e为电压向量的实部,
Figure BDA0003041636510000029
Δe为电压向量的实部增量;f为电压向量的虚部,
Figure BDA00030416365100000210
Δf为电压向量的虚部增量;j为虚数单位,j2=-1;diag表示取对应矢量的对角矩阵;n为系统节点数;
S2.步骤S1的式(1)中:
Figure BDA00030416365100000211
Figure BDA00030416365100000212
展开式(1),得到复功率不平衡量表达式:
Figure BDA00030416365100000213
S3.对步骤S2中式(2)和式(3)分别求e和f偏导,得:
Figure BDA00030416365100000214
Figure BDA00030416365100000215
Figure BDA00030416365100000216
Figure BDA00030416365100000217
S4.将步骤S3的式(5)、式(6)、式(7)、式(8)用三维矩阵表示;
令:
Figure BDA00030416365100000218
Figure BDA00030416365100000219
Figure BDA0003041636510000031
Figure BDA0003041636510000032
式中,
Figure BDA0003041636510000033
为以
Figure BDA0003041636510000034
矩阵的每一行构成一个行矩阵的三维矩阵;i为三维矩阵的维度,i=1,…,n;
Figure BDA0003041636510000035
为第n个节点的电压向量,
Figure BDA0003041636510000036
Figure BDA0003041636510000037
为节点导纳矩阵共轭的第n行m列处的元素,
Figure BDA0003041636510000038
将式(9)、式(10)、式(11)、式(12)代入步骤S3的式(5)、式(6)、式(7)、式(8)中,得:
Figure BDA0003041636510000039
S5.将步骤S4中式(13)整理成矩阵的形式,得到所提取的海森矩阵为:
Figure BDA00030416365100000310
相比于现有技术,本发明的优势在于:
本发明所提供的一种提取直角坐标节点复功率方程海森矩阵的计算方法,从节点复功率方程出发,经过两次求导过程,得到海森矩阵的关键组成元素,并用三维矩阵进行整理,实现快速提取海森矩阵,极大地降低了计算海森矩阵的复杂度,从而提升了电网潮流计算速度,减少算法对计算机CPU、内存等资源的占用,节约能耗。
附图说明
图1是本发明一种提取直角坐标节点复功率方程海森矩阵的计算方法流程图。
具体实施方式
以下结合实施例及其附图对本发明技术方案作进一步非限制性的详细说明。
如图1所示,一种提取直角坐标节点复功率方程海森矩阵的计算方法,包括如下步骤:
S1.根据复数的节点功率方程
Figure BDA0003041636510000041
按节点电压的直角坐标形式
Figure BDA0003041636510000042
分别对e和f求偏导,得到
Figure BDA0003041636510000043
的复功率线性化方程:
Figure BDA0003041636510000044
式中,
Figure BDA0003041636510000045
为节点复功率;
Figure BDA0003041636510000046
为节点复功率增量;
Figure BDA0003041636510000047
为电压向量,
Figure BDA0003041636510000048
Figure BDA0003041636510000049
Figure BDA00030416365100000410
的共轭复数,
Figure BDA00030416365100000411
Figure BDA00030416365100000412
为节点导纳矩阵,
Figure BDA00030416365100000413
Figure BDA00030416365100000414
表示
Figure BDA00030416365100000415
的共轭复数,
Figure BDA00030416365100000416
e为电压向量的实部,
Figure BDA00030416365100000417
Δe为电压向量的实部增量;f为电压向量的虚部,
Figure BDA00030416365100000418
Δf为电压向量的虚部增量;j为虚数单位,j2=-1;diag表示取对应矢量的对角矩阵;n为系统节点数;
步骤S1用于导出复功率线性化方程,为求取一阶导数做准备;
S2.步骤S1的式(1)中:
Figure BDA00030416365100000419
Figure BDA00030416365100000420
展开式(1),得到复功率不平衡量表达式:
Figure BDA00030416365100000421
步骤S2用于导出复功率一阶导数,为求取二阶导数做准备;
S3.对步骤S2中式(2)和式(3)分别求e和f偏导,得海森矩阵的关键组成元素:
Figure BDA0003041636510000051
Figure BDA0003041636510000052
Figure BDA0003041636510000053
Figure BDA0003041636510000054
步骤S3获得海森矩阵的关键组成元素,极大地降低了计算复杂度;
S4.将步骤S3的式(5)、式(6)、式(7)、式(8)用三维矩阵表示;
令:
Figure BDA0003041636510000055
Figure BDA0003041636510000056
Figure BDA0003041636510000057
Figure BDA0003041636510000058
式中,
Figure BDA0003041636510000059
表示以
Figure BDA00030416365100000510
矩阵的每一行构成一个行矩阵的三维矩阵,详见如下:
Figure BDA0003041636510000061
式中,
Figure BDA0003041636510000062
为以
Figure BDA0003041636510000063
矩阵的每一行构成一个行矩阵的三维矩阵;i为三维矩阵的维度,i=1,…,n;
Figure BDA0003041636510000064
为第n个节点的电压向量,
Figure BDA0003041636510000065
Figure BDA0003041636510000066
为节点导纳矩阵共轭的第n行m列处的元素,
Figure BDA0003041636510000067
将式(9)、式(10)、式(11)、式(12)代入步骤S3的式(5)、式(6)、式(7)、式(8)中,得:
Figure BDA0003041636510000068
S5.将步骤S4中式(13)整理成矩阵的形式,得到所提取的海森矩阵为:
Figure BDA0003041636510000069
得到所提取的海森矩阵是一个三维矩阵。
应用实施例:
利用上述一种提取直坐标节点复功率方程海森矩阵的计算方法,提取4节点系统复功率海森矩阵,包含如下步骤:
S1.根据复数的节点功率方程
Figure BDA00030416365100000610
按节点电压的直角坐标形式
Figure BDA00030416365100000611
分别对e和f求偏导,得到
Figure BDA00030416365100000612
的复功率线性化方程:
Figure BDA0003041636510000071
式中,
Figure BDA0003041636510000072
为节点复功率;
Figure BDA0003041636510000073
为节点复功率增量;
Figure BDA0003041636510000074
为电压向量,
Figure BDA0003041636510000075
Figure BDA0003041636510000076
Figure BDA0003041636510000077
的共轭复数,
Figure BDA0003041636510000078
Figure BDA0003041636510000079
为节点导纳矩阵,
Figure BDA00030416365100000710
Figure BDA00030416365100000711
表示
Figure BDA00030416365100000712
的共轭复数,
Figure BDA00030416365100000713
e为电压向量的实部,
Figure BDA00030416365100000714
Δe为电压向量的实部增量;f为电压向量的虚部,
Figure BDA00030416365100000715
Δf为电压向量的虚部增量;j为虚数单位,j2=-1;diag表示取对应矢量的对角矩阵;n为系统节点数;
S2.步骤S1的式(1)中:
Figure BDA00030416365100000716
Figure BDA00030416365100000717
展开式(1),得到复功率不平衡量表达式:
Figure BDA00030416365100000718
S3.对步骤S2中式(2)和式(3)分别求e和f偏导,得:
Figure BDA00030416365100000719
Figure BDA00030416365100000720
Figure BDA00030416365100000721
Figure BDA00030416365100000722
S4.将步骤S3的式(5)、式(6)、式(7)、式(8)用三维矩阵表示;
令:
Figure BDA00030416365100000723
Figure BDA0003041636510000081
Figure BDA0003041636510000082
Figure BDA0003041636510000083
式中,
Figure BDA0003041636510000084
为以
Figure BDA0003041636510000085
矩阵的每一行构成一个行矩阵的三维矩阵;i为三维矩阵的维度,i=1,…,n;
Figure BDA0003041636510000086
为第n个节点的电压向量,
Figure BDA0003041636510000087
Figure BDA0003041636510000088
为节点导纳矩阵共轭的第n行m列处的元素,
Figure BDA0003041636510000089
将式(9)、式(10)、式(11)、式(12)代入步骤S3的式(5)、式(6)、式(7)、式(8)中,得:
Figure BDA00030416365100000810
S5.将步骤S4中式(13)整理成矩阵的形式,得到所提取的海森矩阵:
Figure BDA00030416365100000811
将4节点系统导纳共轭矩阵:
Figure BDA0003041636510000091
代入式(14),得:
Figure BDA0003041636510000092
式中,
H为所计算4节点系统的直坐标复功率海森矩阵;
A定义为三维矩阵:
Figure BDA0003041636510000093
三维矩阵A的各面具体数值为:
Figure BDA0003041636510000094
B定义为三维矩阵:
Figure BDA0003041636510000101
三维矩阵B的各面具体数值为:
Figure BDA0003041636510000102
如应用实施例所示,实际计算中,只需将相应系统的节点导纳共轭矩阵代入式(14)中,即可获得所计算节点系统的直坐标复功率海森矩阵,极大地降低了计算海森矩阵的复杂度。
运用本发明的方法进行上述电力系统潮流计算,其中的海森矩阵的形成过程得到了极大的简化,在实际应用中,能够极大提高大电网潮流计算效率,降低对电脑CPU、内存的占用。
以上所揭露的仅为本发明的具体实施方式,但本发明的保护范围并不局限于此,任何熟悉本技术领域的技术人员在本发明揭露的技术范围内,可轻易想到变化或变型,都应涵盖在本发明的保护范围之内。

Claims (1)

1.一种提取直角坐标节点复功率方程海森矩阵的计算方法,其特征在于,包括如下步骤:
S1.根据复数的节点功率方程
Figure FDA0003041636500000011
按节点电压的直角坐标形式
Figure FDA0003041636500000012
分别对e和f求偏导,得到
Figure FDA0003041636500000013
的复功率线性化方程:
Figure FDA0003041636500000014
式中,
Figure FDA0003041636500000015
为节点复功率;
Figure FDA0003041636500000016
为节点复功率增量;
Figure FDA0003041636500000017
为电压向量,
Figure FDA0003041636500000018
Figure FDA0003041636500000019
Figure FDA00030416365000000110
的共轭复数,
Figure FDA00030416365000000111
Figure FDA00030416365000000112
为节点导纳矩阵,
Figure FDA00030416365000000113
Figure FDA00030416365000000114
表示
Figure FDA00030416365000000115
的共轭复数,
Figure FDA00030416365000000116
e为电压向量的实部,
Figure FDA00030416365000000117
Δe为电压向量的实部增量;f为电压向量的虚部,
Figure FDA00030416365000000118
Δf为电压向量的虚部增量;j为虚数单位,j2=-1;diag表示取对应矢量的对角矩阵;n代表系统节点数;
S2.步骤S1的式(1)中:
Figure FDA00030416365000000119
Figure FDA00030416365000000120
展开式(1),得到复功率不平衡量表达式:
Figure FDA00030416365000000121
S3.对步骤S2中式(2)和式(3)分别求e和f偏导,得:
Figure FDA00030416365000000122
Figure FDA00030416365000000123
Figure FDA00030416365000000124
Figure FDA00030416365000000125
S4.将步骤S3的式(5)、式(6)、式(7)、式(8)用三维矩阵表示;
令:
Figure FDA0003041636500000021
Figure FDA0003041636500000022
Figure FDA0003041636500000023
Figure FDA0003041636500000024
式中,
Figure FDA0003041636500000025
为以
Figure FDA0003041636500000026
矩阵的每一行构成一个行矩阵的三维矩阵;i为三维矩阵的维度,i=1,…,n;
Figure FDA0003041636500000027
为第n个节点的电压向量,
Figure FDA0003041636500000028
Figure FDA0003041636500000029
为节点导纳矩阵共轭的第n行m列处的元素,
Figure FDA00030416365000000210
将式(9)、式(10)、式(11)、式(12)代入步骤S3的式(5)、式(6)、式(7)、式(8)中,得:
Figure FDA00030416365000000211
S5.将步骤S4中式(13)整理成矩阵的形式,得到所提取的海森矩阵:
Figure FDA0003041636500000031
CN202110464758.0A 2021-04-27 2021-04-27 一种提取直角坐标节点复功率方程海森矩阵的计算方法 Active CN112994021B (zh)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110464758.0A CN112994021B (zh) 2021-04-27 2021-04-27 一种提取直角坐标节点复功率方程海森矩阵的计算方法

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110464758.0A CN112994021B (zh) 2021-04-27 2021-04-27 一种提取直角坐标节点复功率方程海森矩阵的计算方法

Publications (2)

Publication Number Publication Date
CN112994021A true CN112994021A (zh) 2021-06-18
CN112994021B CN112994021B (zh) 2022-11-01

Family

ID=76340485

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110464758.0A Active CN112994021B (zh) 2021-04-27 2021-04-27 一种提取直角坐标节点复功率方程海森矩阵的计算方法

Country Status (1)

Country Link
CN (1) CN112994021B (zh)

Citations (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001268790A (ja) * 2000-03-15 2001-09-28 Univ Osaka Sangyo 電力系統におけるノーダルプライスの分解計算法
CN103208818A (zh) * 2013-04-16 2013-07-17 山东科技大学 一种计及分布式电源的配网合环电流计算方法
CN104732057A (zh) * 2013-12-19 2015-06-24 国际商业机器公司 用于在求解最优功率流中计算问题函数的系统和方法
CN108074036A (zh) * 2017-11-30 2018-05-25 国网江苏省电力有限公司电力科学研究院 一种考虑负载率均衡度的含upfc的最优潮流计算方法
CN108233382A (zh) * 2017-11-29 2018-06-29 广西大学 一种提取直角坐标潮流方程雅可比矩阵的方法
US20200042569A1 (en) * 2017-03-30 2020-02-06 Università della Svizzera italiana Method to accelerate the processing of multiperiod optimal power flow problems

Patent Citations (7)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2001268790A (ja) * 2000-03-15 2001-09-28 Univ Osaka Sangyo 電力系統におけるノーダルプライスの分解計算法
CN103208818A (zh) * 2013-04-16 2013-07-17 山东科技大学 一种计及分布式电源的配网合环电流计算方法
CN104732057A (zh) * 2013-12-19 2015-06-24 国际商业机器公司 用于在求解最优功率流中计算问题函数的系统和方法
US20150177762A1 (en) * 2013-12-19 2015-06-25 International Business Machines Corporation Parallel technique for computing problem functions in solving optimal power flow
US20200042569A1 (en) * 2017-03-30 2020-02-06 Università della Svizzera italiana Method to accelerate the processing of multiperiod optimal power flow problems
CN108233382A (zh) * 2017-11-29 2018-06-29 广西大学 一种提取直角坐标潮流方程雅可比矩阵的方法
CN108074036A (zh) * 2017-11-30 2018-05-25 国网江苏省电力有限公司电力科学研究院 一种考虑负载率均衡度的含upfc的最优潮流计算方法

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
BO LIU 等: ""An Interior-Point Solver for Optimal Power Flow Problem Considering DistributedFACTS Devices"", 《2020 IEEE KANSAS POWER AND ENERGY CONFERENCE (KPEC)》 *
康丽 等: ""电力系统潮流计算的牛顿二阶法新解"", 《河海大学学报( 自然科学版 )》 *

Also Published As

Publication number Publication date
CN112994021B (zh) 2022-11-01

Similar Documents

Publication Publication Date Title
CN103985058B (zh) 一种基于改进多中心校正内点法的可用输电能力计算方法
CN104410069A (zh) 一种计及响应相关性的动态概率潮流计算方法
CN108804386B (zh) 一种电力系统负荷裕度的并行化计算方法
CN105391057A (zh) 一种电力潮流雅克比阵计算的gpu线程设计方法
CN107039981A (zh) 一种拟直流线性化概率最优潮流计算方法
CN108808681A (zh) 基于混合注入模型的光伏并网潮流计算方法
CN112994021B (zh) 一种提取直角坐标节点复功率方程海森矩阵的计算方法
CN106991229B (zh) 一种针对复杂拓扑的风电场等值建模方法
CN108233382B (zh) 一种提取直角坐标潮流方程雅可比矩阵的方法
CN105406517A (zh) 基于有限时间平均一致性算法的电力系统经济调度方法
Shen et al. Parameter identification of photovoltaic discrete-time equivalent model using the bat algorithm
CN106992516A (zh) 基于拟蒙特卡罗模拟和核密度估计获得概率静态电压稳定裕度的方法
CN113158126A (zh) 一种提取极坐标节点复功率方程海森矩阵的计算方法
CN106712029B (zh) 小阻抗支路pq端点变雅可比矩阵的牛顿法潮流计算方法
CN115291520A (zh) 微电网群分析控制中模型降阶方法、系统及存储介质
Zhao et al. GPU based parallel matrix exponential algorithm for large scale power system electromagnetic transient simulation
CN109522630A (zh) 一种基于对角加边形式的电力系统暂态稳定仿真并行计算方法
CN103632052A (zh) 一种配电网潮流计算方法
CN104537204A (zh) 热电联供电网中风电电量消纳能力的评估方法
CN107957974B (zh) 一种提取极坐标潮流方程雅可比矩阵的方法
Shakil et al. Power flow analysis and optimization in ring distribution network of Bahawalpur using Newton Raphson method
CN110323782A (zh) 一种常规电源由新能源替代的最大可替换容量确定方法
CN104037756B (zh) 一种含复杂电力设备模型的电力系统稳定评估方法
CN108667008B (zh) 一种用于电力系统次同步振荡分析的通用小信号建模方法
Bian et al. Identification and improvement of probabilistic voltage instability modes of power system with wind power integration

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
GR01 Patent grant
GR01 Patent grant