WO2021238542A1 - Load prediction method and system for distributed fa simulation system - Google Patents

Load prediction method and system for distributed fa simulation system Download PDF

Info

Publication number
WO2021238542A1
WO2021238542A1 PCT/CN2021/089683 CN2021089683W WO2021238542A1 WO 2021238542 A1 WO2021238542 A1 WO 2021238542A1 CN 2021089683 W CN2021089683 W CN 2021089683W WO 2021238542 A1 WO2021238542 A1 WO 2021238542A1
Authority
WO
WIPO (PCT)
Prior art keywords
graphic element
load
list
line
node
Prior art date
Application number
PCT/CN2021/089683
Other languages
French (fr)
Chinese (zh)
Inventor
徐渊明
张继锋
朱小丽
戴景峰
秦明辉
姚同生
王网
刘金圣
Original Assignee
科大智能科技股份有限公司
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 科大智能科技股份有限公司 filed Critical 科大智能科技股份有限公司
Publication of WO2021238542A1 publication Critical patent/WO2021238542A1/en

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/10Geometric CAD
    • G06F30/18Network design, e.g. design based on topological or interconnect aspects of utility systems, piping, heating ventilation air conditioning [HVAC] or cabling
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F30/00Computer-aided design [CAD]
    • G06F30/20Design optimisation, verification or simulation
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
    • G06Q50/06Energy or water supply
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02EREDUCTION OF GREENHOUSE GAS [GHG] EMISSIONS, RELATED TO ENERGY GENERATION, TRANSMISSION OR DISTRIBUTION
    • Y02E60/00Enabling technologies; Technologies with a potential or indirect contribution to GHG emissions mitigation

Definitions

  • the present invention relates to the technical field of data processing, in particular to a load forecasting method and system for a distributed FA simulation system.
  • the overall operation mode of the intelligent distribution network is further optimized to reduce the incidence of power outages, and in the case that power outages cannot be completely avoided, the scope of power outages is minimized In a controllable range, reduce the losses of both users and power supply companies.
  • the intelligent distributed power distribution terminal realizes information interaction with a designated intelligent distributed power distribution terminal in the same power supply loop through the high-speed communication network, and automatically realizes fault location and fault isolation according to preset conditions ,
  • Non-faulty area recovery can achieve rapid fault isolation and self-healing, greatly reducing the incidental power outages of fault-free lines, narrowing the scope of faulty power outages, and shortening the power outage time of users, thereby improving the reliability of power supply for the users and improving the power grid The safe operating factor.
  • the simulation systems are still in the initial stage, and the handling of complex abnormal situations is still in the groping stage.
  • One of the complex environments is that the load is not transferred, which requires the simulation system to perform load forecasting.
  • the purpose of the present invention is to overcome the shortcomings of the above-mentioned background technology and perform load forecasting of the FA simulation system.
  • the present invention adopts a distributed FA simulation system load forecasting method, which includes the following steps:
  • each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element, and each graphic element on the line topology diagram is configured with related attributes to obtain a topology diagram for load forecasting, include:
  • Configure the state attribute of the switch graphic element, and the state attribute includes the open state of the contact switch and the closed state of the break switch.
  • traversing each graphic element on the topology diagram used for load forecasting, filtering out all power graphic elements, and obtaining a power graphic element list includes:
  • traversing the tree structure storage list and calculating the telemetry value of the device on the line includes:
  • a2) In the tree structure storage list, take the power supply primitive as the parent node as the first level, and obtain the next level of the parent node according to the next-level node ID attribute list stored in the power supply primitive attribute If the number of child nodes is zero, execute step b2), if the number of child nodes is one, execute step c2), if the number of child nodes is greater than one, execute step f2);
  • the switch graphic element state is time-sharing, the switch graphic element is used as the last node of the main line, and the telemetry value of the equipment on the line is calculated.
  • the switch graphic element state is closed, the next level node stored in the switch graphic element attribute
  • the ID attribute list obtains the number of child nodes contained in the next level of the child node, and then repeats step a2) with the switch graphic element as the parent node;
  • the node is a load graphic element. According to the next-level node ID attribute list stored in the load graphic element attribute, the number of child nodes contained in the next level of the child node is obtained, and then the load graphic element is used as the parent node to repeat step a2 );
  • each child node represents a branch line
  • the load of the child node belongs to the corresponding branch line.
  • the telemetry value of the equipment on the line is calculated according to the load of each branch line, and then the branch line is judged Whether the branch node of is a switch graphic element, if yes, go to step g2), if not, go to step h2);
  • the branch node is the last node of the branch line, and the branch load is the switch graphic element load; when the switch graphic element state is on, the next level stored in the switch graphic element attribute
  • the node ID attribute list can get the number of child nodes contained in the next level of the branch node, and then repeat step a2) with the branch node as the parent node;
  • the node is a load graphic element, the load value belongs to the branch line, the total load of the branch line increases the load value of the graphic element configuration, and the next level of the child node is obtained according to the next level node ID attribute list stored in the graphic element attribute The number of child nodes included, and then repeat step a2) with the graphic element as the parent node;
  • step i2) Take another power supply graphic element in the tree structure storage list as the parent node and repeat step a2) until all power supply graphic elements are traversed.
  • step d2) when the state of the switch graphic element is time-sharing, the switch graphic element is used as the final node of the main line to calculate the remote measurement value of the equipment on the line, including:
  • the line with the power source graphic element as the parent node is the branch line level
  • each child node represents a branch line
  • the load of the child node belongs to the corresponding branch line
  • the line is calculated according to the load of each branch line Equipment telemetry values, including:
  • the current of each branch line is In1f1 ⁇ In1fn.
  • a distributed FA simulation system load forecasting system which includes: a topology drawing module, a power source primitive list building module, a tree structure storage list building module, and a load forecasting module. Among them:
  • the topology drawing module is used to draw the corresponding line topology diagram according to the line relationship of the actual circuit to be simulated, and configure relevant attributes for each graphic element on the line topology diagram to obtain a topology diagram for load forecasting;
  • the power supply graphic element list construction module is used for traversing each graphic element on the topological map used for load forecasting, filtering out all the power supply graphic elements, and obtaining a power supply graphic element list;
  • the tree structure storage list building module is used to generate a tree storage list with each power supply primitive in the power supply primitive list as the parent node according to the power supply primitive list, and the tree structure stores the position relationship of the topological map primitives and the primitive attributes ;
  • the load forecasting module is used to traverse the tree structure storage list and calculate the telemetry value of the equipment on the line.
  • each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element
  • the attributes of the power graphic element are input voltage attributes and load value attributes
  • the attributes of the load graphic element Is a load value attribute
  • the attributes of the switch graphic element are a state attribute and a load value attribute
  • the tree structure storage list construction module includes a traversal unit, a judgment unit, an execution unit, and a storage list construction unit, wherein:
  • the traversal unit is used to traverse the power supply primitives in the list of power supply primitives as the starting point of the main circuit and store them as the parent node of the tree structure;
  • the judging unit is used to determine whether the ID of the next graphic element is stored in the attribute of the current graphic element
  • the execution unit is used to add the next graphic element as a child node of the tree structure when the output result of the judgment unit is yes, and control the judgment unit to restart;
  • the execution unit is used to end the search when the output result of the judgment unit is no, and control the traversal unit to restart;
  • the storage list construction unit is used for ending the query after the power source graphic element list is empty, and generating the tree structure storage list.
  • the power supply graphic element list construction module includes an interface unit and a power supply graphic element list construction unit, wherein:
  • the interface unit is used to obtain the graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain the graphic element information list;
  • the power source graphic element list construction unit is used to traverse the graphic element information list, filter out power source graphic elements according to the attributes corresponding to the graphic element type, and obtain the power source graphic element list.
  • the present invention has the following technical effects: After the distributed FA simulation system is configured with relevant settings, the present invention calculates the remote measurement value of each load point of the distributed FA fault simulation circuit, and obtains that the line is under test.
  • the theoretical load value of each load point in order to add protective measures to the hardware to ensure that the hardware circuit will not be damaged due to overload output, and the test results generated by the current configuration can be theoretically predicted to improve The safety and stability of power system operation.
  • Figure 1 is a flowchart of a load forecasting method for a distributed FA simulation system
  • Figure 2 is a schematic diagram of the load forecasting method of the distributed FA simulation system
  • Figure 3 is the overall flow chart of the distributed FA simulation system load forecasting method
  • Figure 4 is a structural diagram of a distributed FA simulation system load forecasting system.
  • this embodiment discloses a method for load prediction of a distributed FA simulation system, which includes the following steps S1 to S4:
  • the power supply graphic element list generate a tree storage list with each power supply graphic element in the power supply graphic element list as a parent node, and the tree structure stores the position relationship of the topological graphic graphic elements and the graphic element attributes;
  • the present invention obtains the attributes and positional relationship of each graphic element on the topological diagram by drawing the device line topology diagram and configuring the attributes of each device graphic element on the topological diagram, and stores the positional relationship and the diagram of the topological graphic elements in a tree structure.
  • Meta attributes by traversing the tree structure storage list, calculating the total load of each branch, and then calculating the load current and load voltage of each device through the Ohm's law formula.
  • the invention can solve the problem of long test time of the distributed FA system and damage to the hardware equipment due to overload output. It can also predict the test result of the distributed FA system test under the current configuration, and adjust the test plan according to the predicted result, for example, calculate according to the current configuration The load value of each point on the output line.
  • the current can be limited by reducing the voltage input or increasing the load value on the line.
  • the current reaches the fault threshold, it is judged whether the device will act immediately to isolate the fault point and protect it
  • the function of the circuit improves the efficiency and safety and stability of the system test.
  • each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element, and each graphic element on the line topology diagram is configured with related attributes to obtain a topology diagram for load forecasting, include:
  • the state attribute of the switch graphic element is configured, and the state attribute includes the open state of the contact switch and the closed state of the breaking switch. When the switch is in the closed state, it can supply power to the lower-level line, and when the switch is in the open state, the subsequent line is isolated for power supply.
  • step S2 traverse each graphic element on the topology diagram used for load forecasting, filter out all the power graphic elements, and obtain a power graphic element list, including the following subdivision steps S21 to S22:
  • step S3 According to the list of power source primitives, a tree-like storage list is generated with each power source primitive in the list of power source primitives as the parent node.
  • the tree-like structure stores the positional relationship of the topological map primitives and the attributes of the primitives, including The steps are as follows:
  • step b judge whether the ID of the next graphic element is stored in the current graphic element attribute, if yes, perform step c), if otherwise, perform step d);
  • the attributes and position relationships of each graphic element on the topological graph are acquired, and the position relationships and graphic element attributes of the topological graph graphic elements are stored in a tree structure to generate a tree structure storage list.
  • step S4 traversing the tree structure storage list, calculating the telemetry value of the device on the line, including the following subdivision steps:
  • a2) In the tree structure storage list, take the power supply primitive as the parent node as the first level, and obtain the next level of the parent node according to the next-level node ID attribute list stored in the power supply primitive attribute If the number of child nodes is zero, execute step b2), if the number of child nodes is one, execute step c2), if the number of child nodes is greater than one, execute step f2);
  • the switch graphic element state is time-sharing, the switch graphic element is used as the last node of the main line, and the telemetry value of the equipment on the line is calculated.
  • the switch graphic element state is closed, the next level node stored in the switch graphic element attribute
  • the ID attribute list obtains the number of child nodes contained in the next level of the child node, and then repeats step a2) with the switch graphic element as the parent node;
  • the node is a load graphic element. According to the next-level node ID attribute list stored in the load graphic element attribute, the number of child nodes contained in the next level of the child node is obtained, and then the load graphic element is used as the parent node to repeat step a2 );
  • each child node represents a branch line
  • the load of the child node belongs to the corresponding branch line.
  • the telemetry value of the equipment on the line is calculated according to the load of each branch line, and then the branch line is judged Whether the branch node of is a switch graphic element, if yes, go to step g2), if not, go to step h2);
  • the branch node is the last node of the branch line, and the branch load is the switch graphic element load; when the switch graphic element state is on, the next level stored in the switch graphic element attribute
  • the node ID attribute list can get the number of child nodes contained in the next level of the branch node, and then repeat step a2) with the branch node as the parent node;
  • the node is a load graphic element
  • the total load value of the branch line increases the load value of the load graphic element
  • the next level node ID attribute list stored in the load graphic element attribute is used to obtain the child nodes contained in the next level of the child node Number, and then repeat step a2) with the load graphic element as the parent node;
  • step i2) Take another power supply graphic element in the tree structure storage list as the parent node and repeat step a2) until all power supply graphic elements are traversed.
  • the node load value Rj1 belongs to the main line.
  • the node graphic element is a switch and the switch state is time-sharing, the node is the last node of the main line.
  • node load current Ij1 Iz
  • the ID attribute list of the next level node stored in the attribute can get the number of nodes contained in the next level of the node, and then repeat step a2) with this node as the parent node;
  • each node When the number of child nodes exceeds one, it indicates that the level is a branch level, and each node represents a branch. All nodes on this level are branch line parent nodes, and the node load belongs to the corresponding branch line.
  • the equivalent load of each branch is recorded as Rn1f1 ⁇ Rn1fn,
  • the voltage of each branch is marked as Un1f1 ⁇ Un1fn, and the current of each branch is marked as In1f1 ⁇ In1fn.
  • this embodiment also discloses a distributed FA simulation system load forecasting system, including: a topology drawing module 10, a power source primitive list building module 20, a tree structure storage list building module 30, and load forecasting Module 40, where:
  • the topology drawing module 10 is used to draw a corresponding line topology diagram according to the actual line relationship of the circuit to be simulated, and configure relevant attributes for each graphic element on the line topology diagram to obtain a topology diagram for load forecasting;
  • the power supply graphic element list construction module 20 is used for traversing each graphic element on the topology diagram used for load forecasting, filtering out all the power supply graphic elements, and obtaining a power supply graphic element list;
  • the tree structure storage list building module 30 is used for generating a tree storage list with each power supply graphic element in the power supply graphic element list as the parent node according to the power supply graphic element list, and the tree structure stores the positional relationship and topological graphic element. Primitive attributes;
  • the load forecasting module 40 is used to traverse the tree structure storage list and calculate the telemetry value of the equipment on the line.
  • each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element
  • the attributes of the power graphic element are input voltage attributes and load value attributes
  • the attributes of the load graphic element Is a load value attribute
  • the attributes of the switch graphic element are a state attribute and a load value attribute
  • the tree structure storage list construction module 30 includes a traversal unit, a judgment unit, an execution unit, and a storage list construction unit, wherein:
  • the traversal unit is used to traverse the power supply primitives in the list of power supply primitives as the starting point of the main circuit and store them as the parent node of the tree structure;
  • the judging unit is used to determine whether the ID of the next graphic element is stored in the attribute of the current graphic element
  • the execution unit is used to add the next graphic element as a child node of the tree structure when the output result of the judgment unit is yes, and control the judgment unit to restart;
  • the execution unit is used to end the search when the output result of the judgment unit is no, and control the traversal unit to restart;
  • the storage list construction unit is used for ending the query after the power source graphic element list is empty, and generating the tree structure storage list.
  • the power source graphic element list construction module 20 includes an interface unit and a power source graphic element list construction unit, wherein:
  • the interface unit is used to obtain the graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain the graphic element information list;
  • the power source graphic element list construction unit is used to traverse the graphic element information list, filter out power source graphic elements according to the attributes corresponding to the graphic element type, and obtain the power source graphic element list.
  • the invention enables the distributed FA simulation system to know the theoretical load of each device on the line under the current configuration before it is put into output, avoiding the problems of long actual test time, no reference to test results, and equipment damage caused by overload output, thereby improving The safety and stability of power system operation.

Landscapes

  • Engineering & Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • Theoretical Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Geometry (AREA)
  • Business, Economics & Management (AREA)
  • Economics (AREA)
  • General Engineering & Computer Science (AREA)
  • Evolutionary Computation (AREA)
  • Computer Hardware Design (AREA)
  • Health & Medical Sciences (AREA)
  • Strategic Management (AREA)
  • Human Resources & Organizations (AREA)
  • General Business, Economics & Management (AREA)
  • Tourism & Hospitality (AREA)
  • Water Supply & Treatment (AREA)
  • Primary Health Care (AREA)
  • Marketing (AREA)
  • Public Health (AREA)
  • General Health & Medical Sciences (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Computational Mathematics (AREA)
  • Mathematical Analysis (AREA)
  • Mathematical Optimization (AREA)
  • Pure & Applied Mathematics (AREA)
  • Supply And Distribution Of Alternating Current (AREA)

Abstract

Disclosed are a load prediction method and system for a distributed FA simulation system, which method and system belong to the technical field of data processing. The method comprises: drawing a corresponding line topological graph according to a line relationship of an actual circuit to be simulated, and configuring a relevant attribute for each pixel on the line topological graph, so as to obtain a topological graph used for performing load prediction; traversing each pixel on the topological graph used for performing load prediction, and screening out all power source pixels, so as to obtain a power source pixel list; generating, according to the power source pixel list, a tree structure storage list that takes each power source pixel in the power source pixel list as a father node, wherein a tree structure stores a positional relationship between pixels in the topological graph and pixel attributes; and traversing the tree structure storage list, and calculating a device telemetry value on a line. According to the present invention, after the relevant configurations are completed in a simulation system, a load generated by a line during a test is understood in advance, and specific protection measures are added for hardware, thereby ensuring that damage caused by an overload output does not occur on a hardware circuit.

Description

一种分布式FA仿真系统负荷预测方法及系统A Load Forecasting Method and System for Distributed FA Simulation System 技术领域Technical field
本发明涉及数据处理技术领域,特别涉及一种分布式FA仿真系统负荷预测方法及系统。The present invention relates to the technical field of data processing, in particular to a load forecasting method and system for a distributed FA simulation system.
背景技术Background technique
随着我国经济的发展,以及人们生活水平的提高,社会整体对电力资源的需求量越来越大,为缓解人们日益增长的客观需求,同时保证智能配网的安全性与有效性,必须在充分明确电网运行中的薄弱之处的基础上,对智能配网的整体运行方式加以进一步的优化,降低停电事故的发生率,并且在停电事故无法完全避免的情况下,将停电的范围尽量缩小在可控的范围内,减少用户与供电企业双方的损失。With the development of my country’s economy and the improvement of people’s living standards, the society as a whole has an increasing demand for power resources. On the basis of fully clarifying the weaknesses in the operation of the power grid, the overall operation mode of the intelligent distribution network is further optimized to reduce the incidence of power outages, and in the case that power outages cannot be completely avoided, the scope of power outages is minimized In a controllable range, reduce the losses of both users and power supply companies.
智能分布式FA原理及特点:智能分布式配电终端通过高速通信网络,与同一供电环路内某台指定的智能分布式配电终端实现信息交互,根据预设条件自动实现故障定位、故障隔离,非故障区域恢复,可以实现快速故障隔离和自愈,大大减少了无故障线路的连带性事故停电、缩小故障停电范围、缩短用户停电时间,从而提高所带用户的供电可靠性,提高了电网的安全运行系数。Principles and characteristics of intelligent distributed FA: The intelligent distributed power distribution terminal realizes information interaction with a designated intelligent distributed power distribution terminal in the same power supply loop through the high-speed communication network, and automatically realizes fault location and fault isolation according to preset conditions , Non-faulty area recovery can achieve rapid fault isolation and self-healing, greatly reducing the incidental power outages of fault-free lines, narrowing the scope of faulty power outages, and shortening the power outage time of users, thereby improving the reliability of power supply for the users and improving the power grid The safe operating factor.
正因为智能分布式FA具有以上特点,未来势必会在智能配网中得到广泛的运用,具有良好的推广应用前景。而目前各FA方案都处于试用阶段,还没有达到实用阶段。由于各种FA方案异常情况的处理机制还没达到可靠的验证,因此需建设相关的物理仿真系统,模拟各种拓扑结构,各种故障类型,验证相关FA方案的可靠性。Because of the above characteristics of intelligent distributed FA, it is bound to be widely used in intelligent distribution networks in the future, and has a good prospect of promotion and application. At present, all FA schemes are in the trial stage and have not yet reached the practical stage. Since the handling mechanism of various FA schemes abnormal conditions has not yet reached reliable verification, it is necessary to build a related physical simulation system to simulate various topological structures and various types of failures to verify the reliability of related FA schemes.
目前各仿真系统还处于初级阶段,对于复杂的异常情况处理仍处于摸索阶段,其中一种复杂的环境是负荷不转供情况,这就需要仿真系统进行负荷预测。At present, the simulation systems are still in the initial stage, and the handling of complex abnormal situations is still in the groping stage. One of the complex environments is that the load is not transferred, which requires the simulation system to perform load forecasting.
发明内容Summary of the invention
本发明的目的在于克服上述背景技术存在的缺陷,进行FA仿真系 统的负荷预测。The purpose of the present invention is to overcome the shortcomings of the above-mentioned background technology and perform load forecasting of the FA simulation system.
为实现以上目的,本发明采用一种分布式FA仿真系统负荷预测方法,包括如下步骤:To achieve the above objectives, the present invention adopts a distributed FA simulation system load forecasting method, which includes the following steps:
电源图元列表构建单元Power source primitive list building unit
进一步地,所述线路拓扑图上各图元类型至少包括电源图元、负载图元和开关图元,所述线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图,包括:Further, each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element, and each graphic element on the line topology diagram is configured with related attributes to obtain a topology diagram for load forecasting, include:
配置所述电源图元的输入电压属性;Configure the input voltage attributes of the power supply primitives;
根据实际设备电阻值,配置各类型图元的负载值属性;Configure the load value attributes of various types of primitives according to the actual equipment resistance value;
配置所述开关图元的状态属性,该状态属性包括联络开关分状态和分断开关合状态。Configure the state attribute of the switch graphic element, and the state attribute includes the open state of the contact switch and the closed state of the break switch.
进一步地,所述遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表,包括:Further, the traversing each graphic element on the topology diagram used for load forecasting, filtering out all power graphic elements, and obtaining a power graphic element list, includes:
通过QGraphicsScene::items()标准接口获取所述拓扑图上的各图元信息,得到图元信息列表;Obtain each graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain a graphic element information list;
遍历所述图元信息列表,根据所述图元类型对应的属性筛选出电源图元,得到所述电源图元列表。Traverse the graphic element information list, filter out power graphic elements according to the attributes corresponding to the graphic element type, and obtain the power graphic element list.
进一步地,所述根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性,包括:Further, the generating a tree storage list with each power supply graphic element in the power supply graphic element list as a parent node according to the power supply graphic element list, and the tree structure stores the position relationship of the topological graphic graphic elements and graphic element attributes, including:
a1)遍历所述电源图元列表中的电源图元作为主线路起始点,并存为树状结构的父节点;a1) Traverse the power source primitives in the list of power source primitives as the starting point of the main circuit and save them as the parent node of the tree structure;
b1)判断当前图元属性中是否存储有下一个图元的ID,若是则执行步骤c1),如否则执行步骤d1);b1) Determine whether the ID of the next graphic element is stored in the current graphic element attribute, if yes, perform step c1), if otherwise, perform step d1);
c1)将下一个图元添加为树状结构的子节点,并执行所述步骤b1);c1) Add the next graphic element as a child node of the tree structure, and execute the step b1);
d1)结束查找,并执行所述步骤a1);d1) End the search, and execute the step a1);
e1)在所述电源图元列表取空后,结束查询,生成所述树状结构存 储列表。e1) After the power source graphic element list is empty, the query is ended, and the tree structure storage list is generated.
进一步地,所述遍历所述树状结构存储列表,计算线路上设备遥测值,包括:Further, the traversing the tree structure storage list and calculating the telemetry value of the device on the line includes:
a2)在所述树状结构存储列表中,以所述电源图元为父节点作为第一层级,根据所述电源图元属性中存储的下一层级节点ID属性列表得到父节点下一层级包含的子节点个数,若子节点个数为零则执行步骤b2),若子节点个数为一则执行步骤c2),若子节点个数大于一则执行步骤f2);a2) In the tree structure storage list, take the power supply primitive as the parent node as the first level, and obtain the next level of the parent node according to the next-level node ID attribute list stored in the power supply primitive attribute If the number of child nodes is zero, execute step b2), if the number of child nodes is one, execute step c2), if the number of child nodes is greater than one, execute step f2);
b2)以该电源图元为父节点的线路无负载设备,无需计算线路负载;b2) There is no need to calculate the line load for the line unloaded equipment with the power source graphic element as the parent node;
c2)以该电源图元为父节点的线路为主线路层级,则该子节点负载值属于主线路,判断该子节点是否为开关图元,若是则执行步骤d2),若否则执行步骤e2);c2) The line with the power source graphic element as the parent node is the main line level, then the load value of the child node belongs to the main line, judge whether the child node is a switch graphic element, if yes, proceed to step d2), if otherwise, proceed to step e2) ;
d2)在开关图元状态为分时,将开关图元作为主线路最后节点,计算线路上设备遥测值,在开关图元状态为合时,根据该开关图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以开关图元作为父节点重复步骤a2);d2) When the switch graphic element state is time-sharing, the switch graphic element is used as the last node of the main line, and the telemetry value of the equipment on the line is calculated. When the switch graphic element state is closed, the next level node stored in the switch graphic element attribute The ID attribute list obtains the number of child nodes contained in the next level of the child node, and then repeats step a2) with the switch graphic element as the parent node;
e2)该节点为负载图元,根据该负载图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以负载图元作为父节点重复步骤a2);e2) The node is a load graphic element. According to the next-level node ID attribute list stored in the load graphic element attribute, the number of child nodes contained in the next level of the child node is obtained, and then the load graphic element is used as the parent node to repeat step a2 );
f2)以该电源图元为父节点的线路为分支线路层级,每个子节点代表一个分支线路,子节点负载属于对应分支线路,根据各分支线路负载计算线路上设备遥测值,然后判断分支线路上的分支节点是否为开关图元,若是则执行步骤g2),若否则执行步骤h2);f2) The line with the power source element as the parent node is the branch line level, each child node represents a branch line, and the load of the child node belongs to the corresponding branch line. The telemetry value of the equipment on the line is calculated according to the load of each branch line, and then the branch line is judged Whether the branch node of is a switch graphic element, if yes, go to step g2), if not, go to step h2);
g2)在开关图元状态为分时,该分支节点为分支线路最后节点,分支负载为该开关图元负载;在开关图元状态为合时,根据该开关图元属性中存储的下一层级节点ID属性列表可以得到该分支节点下一层级包含的子节点个数,再以该分支节点作为父节点重复步骤a2);g2) When the switch graphic element state is time-sharing, the branch node is the last node of the branch line, and the branch load is the switch graphic element load; when the switch graphic element state is on, the next level stored in the switch graphic element attribute The node ID attribute list can get the number of child nodes contained in the next level of the branch node, and then repeat step a2) with the branch node as the parent node;
h2)该节点为负载图元,负载值属于分支线路,分支线路总负载增加该图元配置的负载值,根据该图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以该图元作为父节点重复步骤a2);h2) The node is a load graphic element, the load value belongs to the branch line, the total load of the branch line increases the load value of the graphic element configuration, and the next level of the child node is obtained according to the next level node ID attribute list stored in the graphic element attribute The number of child nodes included, and then repeat step a2) with the graphic element as the parent node;
i2)取所述树状结构存储列表中另一个电源图元为父节点重复步骤a2),直至所有电源图元遍历完成。i2) Take another power supply graphic element in the tree structure storage list as the parent node and repeat step a2) until all power supply graphic elements are traversed.
进一步地,在所述步骤d2)中,在开关图元状态为分时,将开关图元作为主线路最后节点,计算线路上设备遥测值,包括:Further, in the step d2), when the state of the switch graphic element is time-sharing, the switch graphic element is used as the final node of the main line to calculate the remote measurement value of the equipment on the line, including:
计算主线路负载Rz=Rj1,主线路负荷电流Iz=U/Rz,节点负荷电流Ij1=Iz,节点负荷电压Uj1=Ij1×Rj1;其中,Rj1为节点负载值,U为所述配置的输入电压。Calculate the main line load Rz=Rj1, main line load current Iz=U/Rz, node load current Ij1=Iz, node load voltage Uj1=Ij1×Rj1; where Rj1 is the node load value and U is the input voltage of the configuration .
进一步地,在所述步骤f2)中,以该电源图元为父节点的线路为分支线路层级,每个子节点代表一个分支线路,子节点负载属于对应分支线路,根据各分支线路负载计算线路上设备遥测值,包括:Further, in the step f2), the line with the power source graphic element as the parent node is the branch line level, each child node represents a branch line, the load of the child node belongs to the corresponding branch line, and the line is calculated according to the load of each branch line Equipment telemetry values, including:
根据公式1/Rf1=1/Rn1f1+1/Rn1f2+...+1/Rn1fn计算出所述分支线路等效负载Rf1,则主线路负载Rz=Rf1,主线路负荷电流Iz=U/Rf1;其中,Rn1f1~Rn1fn表示各分支等效负载,U为所述配置的输入电压;According to the formula 1/Rf1=1/Rn1f1+1/Rn1f2+...+1/Rn1fn, the equivalent load Rf1 of the branch line is calculated, then the main line load Rz=Rf1, and the main line load current Iz=U/Rf1; where , Rn1f1~Rn1fn represent the equivalent load of each branch, and U is the input voltage of the configuration;
由于分支线路并联在主线路上,各所述分支线路的电压Un1f1=Un1f2=...=Un1fn=U,分支线路负荷电流为In1f1=Un1f1/Rn1f1,各分支线路电流为In1f1~In1fn。Since the branch lines are connected in parallel to the main line, the voltage of each branch line is Un1f1=Un1f2=...=Un1fn=U, the load current of the branch line is In1f1=Un1f1/Rn1f1, and the current of each branch line is In1f1~In1fn.
另一方面,采用一种分布式FA仿真系统负荷预测系统,包括:拓扑图绘制模块、电源图元列表构建模块、树状结构存储列表构建模块以及负荷预测模块,其中:On the other hand, a distributed FA simulation system load forecasting system is adopted, which includes: a topology drawing module, a power source primitive list building module, a tree structure storage list building module, and a load forecasting module. Among them:
拓扑图绘制模块用于根据实际待仿真电路的线路关系,绘制对应的线路拓扑图,并对线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图;The topology drawing module is used to draw the corresponding line topology diagram according to the line relationship of the actual circuit to be simulated, and configure relevant attributes for each graphic element on the line topology diagram to obtain a topology diagram for load forecasting;
电源图元列表构建模块用于遍历所述用于进行负荷预测的拓扑图 上的各图元,筛选出所有的电源图元,得到电源图元列表;The power supply graphic element list construction module is used for traversing each graphic element on the topological map used for load forecasting, filtering out all the power supply graphic elements, and obtaining a power supply graphic element list;
树状结构存储列表构建模块用于根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性;The tree structure storage list building module is used to generate a tree storage list with each power supply primitive in the power supply primitive list as the parent node according to the power supply primitive list, and the tree structure stores the position relationship of the topological map primitives and the primitive attributes ;
负荷预测模块用于遍历所述树状结构存储列表,计算线路上设备遥测值。The load forecasting module is used to traverse the tree structure storage list and calculate the telemetry value of the equipment on the line.
进一步地,所述线路拓扑图上各图元类型至少包括电源图元、负载图元和开关图元,所述电源图元的属性为输入电压属性和负载值属性,所述负载图元的属性为负载值属性,所述开关图元的属性为状态属性和负载值属性;Further, each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element, the attributes of the power graphic element are input voltage attributes and load value attributes, and the attributes of the load graphic element Is a load value attribute, and the attributes of the switch graphic element are a state attribute and a load value attribute;
所述树状结构存储列表构建模块包括遍历单元、判断单元、执行单元和存储列表构建单元,其中:The tree structure storage list construction module includes a traversal unit, a judgment unit, an execution unit, and a storage list construction unit, wherein:
遍历单元用于遍历所述电源图元列表中的电源图元作为主线路起始点,并存为树状结构的父节点;The traversal unit is used to traverse the power supply primitives in the list of power supply primitives as the starting point of the main circuit and store them as the parent node of the tree structure;
判断单元用于断当前图元属性中是否存储有下一个图元的ID;The judging unit is used to determine whether the ID of the next graphic element is stored in the attribute of the current graphic element;
执行单元用于在判断单元输出结果为是时,将下一个图元添加为树状结构的子节点,并控制判断单元重新启动;The execution unit is used to add the next graphic element as a child node of the tree structure when the output result of the judgment unit is yes, and control the judgment unit to restart;
执行单元用于在判断单元输出结果为否时,结束查找,并控制遍历单元重新启动;The execution unit is used to end the search when the output result of the judgment unit is no, and control the traversal unit to restart;
存储列表构建单元用于在所述电源图元列表取空后,结束查询,生成所述树状结构存储列表。The storage list construction unit is used for ending the query after the power source graphic element list is empty, and generating the tree structure storage list.
进一步地,所述电源图元列表构建模块包括接口单元和电源图元列表构建单元,其中:Further, the power supply graphic element list construction module includes an interface unit and a power supply graphic element list construction unit, wherein:
接口单元用于通过QGraphicsScene::items()标准接口获取所述拓扑图上的各图元信息,得到图元信息列表;The interface unit is used to obtain the graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain the graphic element information list;
电源图元列表构建单元用于遍历所述图元信息列表,根据所述图元类型对应的属性筛选出电源图元,得到所述电源图元列表。The power source graphic element list construction unit is used to traverse the graphic element information list, filter out power source graphic elements according to the attributes corresponding to the graphic element type, and obtain the power source graphic element list.
与现有技术相比,本发明存在以下技术效果:本发明在分布式FA仿真系统配置完相关设置后,将分布式FA故障模拟电路的各个负载点的遥测值计算出来,得到线路在测试时各负载点的理论负荷值,以便针对性的对硬件添加保护措施,确保硬件电路不会出现超负荷输出导致的损坏,并且能够对当前配置所产生的测试结果进行理论上的预判,进而提高电力系统运行的安全性和稳定性。Compared with the prior art, the present invention has the following technical effects: After the distributed FA simulation system is configured with relevant settings, the present invention calculates the remote measurement value of each load point of the distributed FA fault simulation circuit, and obtains that the line is under test. The theoretical load value of each load point in order to add protective measures to the hardware to ensure that the hardware circuit will not be damaged due to overload output, and the test results generated by the current configuration can be theoretically predicted to improve The safety and stability of power system operation.
附图说明Description of the drawings
下面结合附图,对本发明的具体实施方式进行详细描述:The specific embodiments of the present invention will be described in detail below in conjunction with the accompanying drawings:
图1是分布式FA仿真系统负荷预测方法的流程图;Figure 1 is a flowchart of a load forecasting method for a distributed FA simulation system;
图2是分布式FA仿真系统负荷预测方法原理图;Figure 2 is a schematic diagram of the load forecasting method of the distributed FA simulation system;
图3是分布式FA仿真系统负荷预测方法整体流程图;Figure 3 is the overall flow chart of the distributed FA simulation system load forecasting method;
图4是分布式FA仿真系统负荷预测系统的结构图。Figure 4 is a structural diagram of a distributed FA simulation system load forecasting system.
具体实施方式Detailed ways
为了更进一步说明本发明的特征,请参阅以下有关本发明的详细说明与附图。所附图仅供参考与说明之用,并非用来对本发明的保护范围加以限制。In order to further explain the features of the present invention, please refer to the following detailed description of the present invention and the accompanying drawings. The attached drawings are for reference and explanation purposes only, and are not used to limit the protection scope of the present invention.
如图1至图3所示,本实施例公开了一种分布式FA仿真系统负荷预测方法,包括如下步骤S1至S4:As shown in Figures 1 to 3, this embodiment discloses a method for load prediction of a distributed FA simulation system, which includes the following steps S1 to S4:
S1、根据实际待仿真电路的线路关系,绘制对应的线路拓扑图,并对线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图;S1, according to the line relationship of the actual circuit to be simulated, draw the corresponding line topology diagram, and configure relevant attributes for each graphic element on the line topology diagram to obtain a topology diagram for load forecasting;
S2、遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表;S2. Traverse each graphic element on the topology diagram used for load forecasting, filter out all power graphic elements, and obtain a list of power graphic elements;
S3、根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性;S3. According to the power supply graphic element list, generate a tree storage list with each power supply graphic element in the power supply graphic element list as a parent node, and the tree structure stores the position relationship of the topological graphic graphic elements and the graphic element attributes;
S4、遍历所述树状结构存储列表,计算线路上设备遥测值。S4. Traverse the tree structure storage list, and calculate the telemetry value of the equipment on the line.
需要说明的是,本发明通过绘制设备线路拓扑图并配置拓扑图上各 个设备图元属性,获取拓扑图上各个图元属性及位置关系,并以树状结构存储拓扑图图元位置关系及图元属性,通过遍历树状结构存储列表,计算各分支负载总和然后通过欧姆定律公式计算各设备负荷电流、负荷电压。本发明可解决分布式FA系统测试时间长、超负荷输出损伤硬件设备问题,还可以预测当前配置下分布式FA系统测试的测试结果,根据预测结果对测试方案进行调整,例如根据当前配置,计算出线路上各个点的负荷值,负荷电流过大时,可以通过降低电压输入或增加线路上的负载值来限流,电流达到故障阈值时,判断设备是否立即动作将故障点隔离,起到保护电路的作用,提高了系统测试的高效性和安全稳定性。It should be noted that the present invention obtains the attributes and positional relationship of each graphic element on the topological diagram by drawing the device line topology diagram and configuring the attributes of each device graphic element on the topological diagram, and stores the positional relationship and the diagram of the topological graphic elements in a tree structure. Meta attributes, by traversing the tree structure storage list, calculating the total load of each branch, and then calculating the load current and load voltage of each device through the Ohm's law formula. The invention can solve the problem of long test time of the distributed FA system and damage to the hardware equipment due to overload output. It can also predict the test result of the distributed FA system test under the current configuration, and adjust the test plan according to the predicted result, for example, calculate according to the current configuration The load value of each point on the output line. When the load current is too large, the current can be limited by reducing the voltage input or increasing the load value on the line. When the current reaches the fault threshold, it is judged whether the device will act immediately to isolate the fault point and protect it The function of the circuit improves the efficiency and safety and stability of the system test.
进一步地,所述线路拓扑图上各图元类型至少包括电源图元、负载图元和开关图元,所述线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图,包括:Further, each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element, and each graphic element on the line topology diagram is configured with related attributes to obtain a topology diagram for load forecasting, include:
配置所述电源图元的输入电压属性,输入电压值为U=220V;Configure the input voltage attribute of the power source graphic element, and the input voltage value is U=220V;
根据实际设备电阻值,配置所述各类型图元的负载值属性;Configure the load value attributes of the various types of graphic elements according to the actual device resistance value;
配置所述开关图元的状态属性,该状态属性包括联络开关分状态和分断开关合状态,开关处于合状态时可为下级线路供电,处于分状态时隔离后续线路供电。The state attribute of the switch graphic element is configured, and the state attribute includes the open state of the contact switch and the closed state of the breaking switch. When the switch is in the closed state, it can supply power to the lower-level line, and when the switch is in the open state, the subsequent line is isolated for power supply.
进一步地,上述步骤S2:遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表,包括如下细分步骤S21至S22:Further, the above-mentioned step S2: traverse each graphic element on the topology diagram used for load forecasting, filter out all the power graphic elements, and obtain a power graphic element list, including the following subdivision steps S21 to S22:
S21、通过QGraphicsScene::items()标准接口获取所述拓扑图上的各图元信息,得到图元信息列表;S21. Obtain each graphic element information on the topology map through the QGraphicsScene::items() standard interface to obtain a graphic element information list;
S22、遍历所述图元信息列表,根据所述图元类型对应的属性筛选出电源图元,得到所述电源图元列表。S22. Traverse the graphic element information list, filter out power graphic elements according to attributes corresponding to the graphic element type, and obtain the power graphic element list.
进一步地,上述步骤S3:根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性,包括如下细分步骤:Further, the above step S3: According to the list of power source primitives, a tree-like storage list is generated with each power source primitive in the list of power source primitives as the parent node. The tree-like structure stores the positional relationship of the topological map primitives and the attributes of the primitives, including The steps are as follows:
a)、遍历所述电源图元列表中的电源图元作为主线路起始点,并存为树状结构的父节点;a) Traverse the power source primitives in the list of power source primitives as the starting point of the main circuit and save them as the parent node of the tree structure;
b)、判断当前图元属性中是否存储有下一个图元的ID,若是则执行步骤c),如否则执行步骤d);b), judge whether the ID of the next graphic element is stored in the current graphic element attribute, if yes, perform step c), if otherwise, perform step d);
c)、将下一个图元添加为树状结构的子节点,并执行所述步骤b);c). Add the next graphic element as a child node of the tree structure, and execute the step b);
d)、结束查找,并执行所述步骤a);d), end the search, and execute the step a);
e)、在所述电源图元列表取空后,结束查询,生成所述树状结构存储列表。e) After the power source graphic element list is empty, the query is ended, and the tree structure storage list is generated.
需要说明的是,本实施例中获取拓扑图上各个图元属性及位置关系,并以树状结构存储拓扑图图元位置关系及图元属性,生成树状结构存储列表。It should be noted that in this embodiment, the attributes and position relationships of each graphic element on the topological graph are acquired, and the position relationships and graphic element attributes of the topological graph graphic elements are stored in a tree structure to generate a tree structure storage list.
进一步地,上述步骤S4:遍历所述树状结构存储列表,计算线路上设备遥测值,包括如下细分步骤:Further, the above step S4: traversing the tree structure storage list, calculating the telemetry value of the device on the line, including the following subdivision steps:
a2)在所述树状结构存储列表中,以所述电源图元为父节点作为第一层级,根据所述电源图元属性中存储的下一层级节点ID属性列表得到父节点下一层级包含的子节点个数,若子节点个数为零则执行步骤b2),若子节点个数为一则执行步骤c2),若子节点个数大于一则执行步骤f2);a2) In the tree structure storage list, take the power supply primitive as the parent node as the first level, and obtain the next level of the parent node according to the next-level node ID attribute list stored in the power supply primitive attribute If the number of child nodes is zero, execute step b2), if the number of child nodes is one, execute step c2), if the number of child nodes is greater than one, execute step f2);
b2)表明以该电源图元为父节点的线路只包含一个电源图元,无负载设备,线路负载无需计算;b2) Indicates that the line with the power source graphic element as the parent node only contains one power source graphic element, no load equipment, and the line load does not need to be calculated;
c2)以该电源图元为父节点的线路为主线路层级,则该子节点负载值属于主线路,判断该子节点是否为开关图元,若是则执行步骤d2),若否则执行步骤e2);c2) The line with the power source graphic element as the parent node is the main line level, then the load value of the child node belongs to the main line, judge whether the child node is a switch graphic element, if yes, proceed to step d2), if otherwise, proceed to step e2) ;
d2)在开关图元状态为分时,将开关图元作为主线路最后节点,计算线路上设备遥测值,在开关图元状态为合时,根据该开关图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以开关图元作为父节点重复步骤a2);d2) When the switch graphic element state is time-sharing, the switch graphic element is used as the last node of the main line, and the telemetry value of the equipment on the line is calculated. When the switch graphic element state is closed, the next level node stored in the switch graphic element attribute The ID attribute list obtains the number of child nodes contained in the next level of the child node, and then repeats step a2) with the switch graphic element as the parent node;
e2)该节点为负载图元,根据该负载图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以负载图元作为父节点重复步骤a2);e2) The node is a load graphic element. According to the next-level node ID attribute list stored in the load graphic element attribute, the number of child nodes contained in the next level of the child node is obtained, and then the load graphic element is used as the parent node to repeat step a2 );
f2)以该电源图元为父节点的线路为分支线路层级,每个子节点代表一个分支线路,子节点负载属于对应分支线路,根据各分支线路负载计算线路上设备遥测值,然后判断分支线路上的分支节点是否为开关图元,若是则执行步骤g2),若否则执行步骤h2);f2) The line with the power source element as the parent node is the branch line level, each child node represents a branch line, and the load of the child node belongs to the corresponding branch line. The telemetry value of the equipment on the line is calculated according to the load of each branch line, and then the branch line is judged Whether the branch node of is a switch graphic element, if yes, go to step g2), if not, go to step h2);
g2)在开关图元状态为分时,该分支节点为分支线路最后节点,分支负载为该开关图元负载;在开关图元状态为合时,根据该开关图元属性中存储的下一层级节点ID属性列表可以得到该分支节点下一层级包含的子节点个数,再以该分支节点作为父节点重复步骤a2);g2) When the switch graphic element state is time-sharing, the branch node is the last node of the branch line, and the branch load is the switch graphic element load; when the switch graphic element state is on, the next level stored in the switch graphic element attribute The node ID attribute list can get the number of child nodes contained in the next level of the branch node, and then repeat step a2) with the branch node as the parent node;
h2)该节点为负载图元,分支线路总负载值增加该负载图元负载值,然后根据该负载图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以负载图元作为父节点重复步骤a2);h2) The node is a load graphic element, the total load value of the branch line increases the load value of the load graphic element, and then the next level node ID attribute list stored in the load graphic element attribute is used to obtain the child nodes contained in the next level of the child node Number, and then repeat step a2) with the load graphic element as the parent node;
i2)取所述树状结构存储列表中另一个电源图元为父节点重复步骤a2),直至所有电源图元遍历完成。i2) Take another power supply graphic element in the tree structure storage list as the parent node and repeat step a2) until all power supply graphic elements are traversed.
需要说明的是,子节点个数为一时,表明该层级为主线路层级,节点负载值Rj1属于主线路,若该节点图元为开关,开关状态为分时,该节点为主线路最后节点,主线路负载Rz=Rj1,主线路负荷电流Iz=U/Rz,节点负荷电流Ij1=Iz,节点负荷电压Uj1=Ij1*Rj1;开关状态为合时,主线路负载Rz=Rj1,根据该图元属性中存储的下一层级节点ID属性列表可以得到该节点下一层级包含的节点个数,再以该节点为父节点重复步骤a2);It should be noted that when the number of child nodes is one, it indicates that the level is the main line level, and the node load value Rj1 belongs to the main line. If the node graphic element is a switch and the switch state is time-sharing, the node is the last node of the main line. Main line load Rz=Rj1, main line load current Iz=U/Rz, node load current Ij1=Iz, node load voltage Uj1=Ij1*Rj1; when the switch state is closed, the main line load Rz=Rj1, according to this graphic element The ID attribute list of the next level node stored in the attribute can get the number of nodes contained in the next level of the node, and then repeat step a2) with this node as the parent node;
子节点个数超过一时,表明该层级为分支层级,每个节点代表一个分支,该层级上所有节点为分支线路父节点,节点负载属于对应分支线路,各分支等效负载记为Rn1f1~Rn1fn,各分支电压记为Un1f1~Un1fn, 各分支电流记为In1f1~In1fn,根据公式1/Rf1=1/Rn1f1+1/Rn1f2+...+1/Rn1fn计算出分支等效负载Rf1,主线路负载Rz=Rf1,主线路负荷电流Iz=U/Rf1,由于分支线路并联在主线路上,可知Un1f1=Un1f2=...=Un1fn=U,分支线路负荷电流为In1f1=Un1f1/Rn1f1;若分支节点图元为开关,开关状态为分时,该节点为分支线路最后节点,分支负载Rn1f1为该图元负载Rt1(已知);开关状态为合时,根据该图元属性中存储的下一层级节点ID属性列表可以得到该节点下一层级包含的节点个数,再以该节点为父节点重复步骤a2);When the number of child nodes exceeds one, it indicates that the level is a branch level, and each node represents a branch. All nodes on this level are branch line parent nodes, and the node load belongs to the corresponding branch line. The equivalent load of each branch is recorded as Rn1f1~Rn1fn, The voltage of each branch is marked as Un1f1~Un1fn, and the current of each branch is marked as In1f1~In1fn. According to the formula 1/Rf1=1/Rn1f1+1/Rn1f2+...+1/Rn1fn, the branch equivalent load Rf1 and the main line load Rz are calculated =Rf1, the main circuit load current Iz=U/Rf1, because the branch circuit is connected in parallel to the main circuit, it can be seen that Un1f1=Un1f2=...=Un1fn=U, the load current of the branch circuit is In1f1=Un1f1/Rn1f1; if the branch node graph element It is a switch, the switch state is time-sharing, the node is the last node of the branch line, and the branch load Rn1f1 is the primitive load Rt1 (known); when the switch state is on, the next level node ID stored in the primitive attribute The attribute list can get the number of nodes contained in the next level of the node, and then repeat step a2) with this node as the parent node;
如图4所示,本实施例还公开了一种分布式FA仿真系统负荷预测系统,包括:拓扑图绘制模块10、电源图元列表构建模块20、树状结构存储列表构建模块30以及负荷预测模块40,其中:As shown in FIG. 4, this embodiment also discloses a distributed FA simulation system load forecasting system, including: a topology drawing module 10, a power source primitive list building module 20, a tree structure storage list building module 30, and load forecasting Module 40, where:
拓扑图绘制模块10用于根据实际待仿真电路的线路关系,绘制对应的线路拓扑图,并对线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图;The topology drawing module 10 is used to draw a corresponding line topology diagram according to the actual line relationship of the circuit to be simulated, and configure relevant attributes for each graphic element on the line topology diagram to obtain a topology diagram for load forecasting;
电源图元列表构建模块20用于遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表;The power supply graphic element list construction module 20 is used for traversing each graphic element on the topology diagram used for load forecasting, filtering out all the power supply graphic elements, and obtaining a power supply graphic element list;
树状结构存储列表构建模块30用于用于根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性;The tree structure storage list building module 30 is used for generating a tree storage list with each power supply graphic element in the power supply graphic element list as the parent node according to the power supply graphic element list, and the tree structure stores the positional relationship and topological graphic element. Primitive attributes;
负荷预测模块40用于遍历所述树状结构存储列表,计算线路上设备遥测值。The load forecasting module 40 is used to traverse the tree structure storage list and calculate the telemetry value of the equipment on the line.
进一步地,所述线路拓扑图上各图元类型至少包括电源图元、负载图元和开关图元,所述电源图元的属性为输入电压属性和负载值属性,所述负载图元的属性为负载值属性,所述开关图元的属性为状态属性和负载值属性;Further, each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element, the attributes of the power graphic element are input voltage attributes and load value attributes, and the attributes of the load graphic element Is a load value attribute, and the attributes of the switch graphic element are a state attribute and a load value attribute;
所述树状结构存储列表构建模块30包括遍历单元、判断单元、执行单元和存储列表构建单元,其中:The tree structure storage list construction module 30 includes a traversal unit, a judgment unit, an execution unit, and a storage list construction unit, wherein:
遍历单元用于遍历所述电源图元列表中的电源图元作为主线路起始点,并存为树状结构的父节点;The traversal unit is used to traverse the power supply primitives in the list of power supply primitives as the starting point of the main circuit and store them as the parent node of the tree structure;
判断单元用于断当前图元属性中是否存储有下一个图元的ID;The judging unit is used to determine whether the ID of the next graphic element is stored in the attribute of the current graphic element;
执行单元用于在判断单元输出结果为是时,将下一个图元添加为树状结构的子节点,并控制判断单元重新启动;The execution unit is used to add the next graphic element as a child node of the tree structure when the output result of the judgment unit is yes, and control the judgment unit to restart;
执行单元用于在判断单元输出结果为否时,结束查找,并控制遍历单元重新启动;The execution unit is used to end the search when the output result of the judgment unit is no, and control the traversal unit to restart;
存储列表构建单元用于在所述电源图元列表取空后,结束查询,生成所述树状结构存储列表。The storage list construction unit is used for ending the query after the power source graphic element list is empty, and generating the tree structure storage list.
进一步地,所述电源图元列表构建模块20包括接口单元和电源图元列表构建单元,其中:Further, the power source graphic element list construction module 20 includes an interface unit and a power source graphic element list construction unit, wherein:
接口单元用于通过QGraphicsScene::items()标准接口获取所述拓扑图上的各图元信息,得到图元信息列表;The interface unit is used to obtain the graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain the graphic element information list;
电源图元列表构建单元用于遍历所述图元信息列表,根据所述图元类型对应的属性筛选出电源图元,得到所述电源图元列表。The power source graphic element list construction unit is used to traverse the graphic element information list, filter out power source graphic elements according to the attributes corresponding to the graphic element type, and obtain the power source graphic element list.
本发明使分布式FA仿真系统在投入输出之前便可以知道当前配置下,线路上各设备理论负荷大小,避免了实际测试时间长、测试结果无参照、超负荷输出导致设备损坏的问题,进而提高电力系统运行的安全性和稳定性。The invention enables the distributed FA simulation system to know the theoretical load of each device on the line under the current configuration before it is put into output, avoiding the problems of long actual test time, no reference to test results, and equipment damage caused by overload output, thereby improving The safety and stability of power system operation.
以上所述仅为本发明的较佳实施例,并不用以限制本发明,凡在本发明的精神和原则之内,所作的任何修改、等同替换、改进等,均应包含在本发明的保护范围之内。The foregoing descriptions are only preferred embodiments of the present invention and are not intended to limit the present invention. Any modification, equivalent replacement, improvement, etc. made within the spirit and principle of the present invention shall be included in the protection of the present invention. Within range.

Claims (10)

  1. 一种分布式FA仿真系统负荷预测方法,其特征在于,包括:A load forecasting method for a distributed FA simulation system, which is characterized in that it includes:
    根据实际待仿真电路的线路关系,绘制对应的线路拓扑图,并对线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图;According to the line relationship of the actual circuit to be simulated, draw the corresponding line topology diagram, and configure relevant attributes for each graphic element on the line topology diagram to obtain the topology diagram used for load forecasting;
    遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表;Traverse each graphic element on the topology diagram used for load forecasting, filter out all power graphic elements, and obtain a list of power graphic elements;
    根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性;According to the list of power source primitives, a tree-like storage list is generated with each power source primitive in the list of power source primitives as the parent node, and the tree structure stores the positional relationship of the topological map primitives and the attributes of the primitives;
    遍历所述树状结构存储列表,计算线路上设备遥测值。Traverse the tree structure storage list, and calculate the telemetry value of the equipment on the line.
  2. 如权利要求1所述的分布式FA仿真系统负荷预测方法,其特征在于,所述线路拓扑图上各图元类型至少包括电源图元、负载图元和开关图元,所述线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图,包括:The distributed FA simulation system load forecasting method according to claim 1, wherein each graphic element type on the line topology diagram includes at least a power supply graphic element, a load graphic element, and a switch graphic element, and the line topology diagram Configure related attributes of each graphic element to obtain a topology diagram for load forecasting, including:
    配置所述电源图元的输入电压属性;Configure the input voltage attributes of the power supply primitives;
    根据实际设备电阻值,配置各类型图元的负载值属性;Configure the load value attributes of various types of primitives according to the actual equipment resistance value;
    配置所述开关图元的状态属性,该状态属性包括联络开关分状态和分断开关合状态。Configure the state attribute of the switch graphic element, and the state attribute includes the open state of the contact switch and the closed state of the break switch.
  3. 如权利要求1所述的分布式FA仿真系统负荷预测方法,其特征在于,所述遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表,包括:The distributed FA simulation system load forecasting method according to claim 1, wherein the traversing each graphic element on the topology diagram used for load forecasting, filtering out all the power supply graphic elements, and obtaining the power supply diagram Meta list, including:
    通过QGraphicsScene::items()标准接口获取所述拓扑图上的各图元信息,得到图元信息列表;Obtain each graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain a graphic element information list;
    遍历所述图元信息列表,根据所述图元类型对应的属性筛选出电源图元,得到所述电源图元列表。Traverse the graphic element information list, filter out power graphic elements according to the attributes corresponding to the graphic element type, and obtain the power graphic element list.
  4. 如权利要求1所述的分布式FA仿真系统负荷预测方法,其特征在于,所述根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性,包括:The distributed FA simulation system load forecasting method according to claim 1, characterized in that, according to the list of power source primitives, a tree-like storage list is generated with each power source primitive in the list of power source primitives as a parent node, and the tree-like The structure stores the positional relationship and attributes of topological graph elements, including:
    a1)遍历所述电源图元列表中的电源图元作为主线路起始点,并存为树状结构的父节点;a1) Traverse the power source primitives in the list of power source primitives as the starting point of the main circuit and save them as the parent node of the tree structure;
    b1)判断当前图元属性中是否存储有下一个图元的ID,若是则执行步骤c1),如否则执行步骤d1);b1) Determine whether the ID of the next graphic element is stored in the current graphic element attribute, if yes, perform step c1), if otherwise, perform step d1);
    c1)将下一个图元添加为树状结构的子节点,并执行所述步骤b1);c1) Add the next graphic element as a child node of the tree structure, and execute the step b1);
    d1)结束查找,并执行所述步骤a1);d1) End the search, and execute the step a1);
    e1)在所述电源图元列表取空后,结束查询,生成所述树状结构存储列表。e1) After the power source graphic element list is empty, the query is ended, and the tree structure storage list is generated.
  5. 如权利要求1所述的分布式FA仿真系统负荷预测方法,其特征在于,所述遍历所述树状结构存储列表,计算线路上设备遥测值,包括:The load forecasting method of a distributed FA simulation system according to claim 1, wherein the traversing the storage list of the tree structure and calculating the telemetry value of the equipment on the line comprises:
    a2)在所述树状结构存储列表中,以所述电源图元为父节点作为第一层级,根据所述电源图元属性中存储的下一层级节点ID属性列表得到父节点下一层级包含的子节点个数,若子节点个数为零则执行步骤b2),若子节点个数为一则执行步骤c2),若子节点个数大于一则执行步骤f2);a2) In the tree structure storage list, take the power supply primitive as the parent node as the first level, and obtain the next level of the parent node according to the next-level node ID attribute list stored in the power supply primitive attribute If the number of child nodes is zero, execute step b2), if the number of child nodes is one, execute step c2), if the number of child nodes is greater than one, execute step f2);
    b2)以该电源图元为父节点的线路无负载设备,无需计算线路负载;b2) There is no need to calculate the line load for the line unloaded equipment with the power source graphic element as the parent node;
    c2)以该电源图元为父节点的线路为主线路层级,则该子节点负载值属于主线路,判断该子节点是否为开关图元,若是则执行步骤d2),若否则执行步骤e2);c2) The line with the power source graphic element as the parent node is the main line level, then the load value of the child node belongs to the main line, judge whether the child node is a switch graphic element, if yes, proceed to step d2), if otherwise, proceed to step e2) ;
    d2)在开关图元状态为分时,将开关图元作为主线路最后节点,计算线路上设备遥测值,在开关图元状态为合时,根据该开关图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以开关图元作为父节点重复步骤a2);d2) When the switch graphic element state is time-sharing, the switch graphic element is used as the last node of the main line, and the telemetry value of the equipment on the line is calculated. When the switch graphic element state is closed, the next level node stored in the switch graphic element attribute The ID attribute list obtains the number of child nodes contained in the next level of the child node, and then repeats step a2) with the switch graphic element as the parent node;
    e2)该节点为负载图元,负载值属于主线路,主线路总负载增加该图元配置的负载值,根据该图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以该图元作为父节点重复步骤a2);e2) The node is a load graphic element, and the load value belongs to the main line. The total load of the main line increases the load value of the graphic element configuration. According to the next level node ID attribute list stored in the graphic element attribute, the next level of the child node is obtained The number of child nodes included, and then repeat step a2) with the graphic element as the parent node;
    f2)以该电源图元为父节点的线路为分支线路层级,每个子节点代表一个分支线路,子节点负载属于对应分支线路,根据各分支线路负载计算线路上设备遥测值,然后判断分支线路上的分支节点是否为开关图元,若是则执行步骤g2),若否则执行步骤h2);f2) The line with the power source element as the parent node is the branch line level, each child node represents a branch line, and the load of the child node belongs to the corresponding branch line. The telemetry value of the equipment on the line is calculated according to the load of each branch line, and then the branch line is judged Whether the branch node of is a switch graphic element, if yes, go to step g2), if not, go to step h2);
    g2)在开关图元状态为分时,该分支节点为分支线路最后节点,分支负载为该开关图元负载;在开关图元状态为合时,根据该开关图元属性中存储的下一层级节点ID属性列表可以得到该分支节点下一层级包含的子节点个数,再以该分支节点作为父节点重复步骤a2);g2) When the switch graphic element state is time-sharing, the branch node is the last node of the branch line, and the branch load is the switch graphic element load; when the switch graphic element state is on, the next level stored in the switch graphic element attribute The node ID attribute list can get the number of child nodes contained in the next level of the branch node, and then repeat step a2) with the branch node as the parent node;
    h2)该节点为负载图元,负载值属于分支线路,分支线路总负载增加该图元配置的负载值,根据该图元属性中存储的下一层级节点ID属性列表得到该子节点下一层级包含的子节点个数,再以该图元作为父节点重复步骤a2);h2) The node is a load graphic element, the load value belongs to the branch line, the total load of the branch line increases the load value of the graphic element configuration, and the next level of the child node is obtained according to the next level node ID attribute list stored in the graphic element attribute The number of child nodes included, and then repeat step a2) with the graphic element as the parent node;
    i2)取所述树状结构存储列表中另一个电源图元为父节点重复步骤a2),直至所有电源图元遍历完成。i2) Take another power supply graphic element in the tree structure storage list as the parent node and repeat step a2) until all power supply graphic elements are traversed.
  6. 如权利要求5所述的分布式FA仿真系统负荷预测方法,其特征在于,在所述步骤d2)中,在开关图元状态为分时,将开关图元作为主线路最后节点,计算线路上设备遥测值,包括:The distributed FA simulation system load forecasting method according to claim 5, characterized in that, in the step d2), when the state of the switch graphic element is time-sharing, the switch graphic element is used as the last node of the main line, and the line is calculated Equipment telemetry values, including:
    计算主线路负载Rz=Rj1,主线路负荷电流Iz=U/Rz,节点负荷电流Ij1=Iz,节点负荷电压Uj1=Ij1×Rj1;其中,Rj1为节点负载值,U为所述配置的输入电压。Calculate the main line load Rz=Rj1, main line load current Iz=U/Rz, node load current Ij1=Iz, node load voltage Uj1=Ij1×Rj1; where Rj1 is the node load value and U is the input voltage of the configuration .
  7. 如权利要求5所述的分布式FA仿真系统负荷预测方法,其特征在于,在所述步骤f2)中,以该电源图元为父节点的线路为分支线路层级,每个子节点代表一个分支线路,子节点负载属于对应分支线路,根据各分支线路负载计算线路上设备遥测值,包括:The distributed FA simulation system load forecasting method according to claim 5, wherein, in said step f2), the line with the power source primitive as the parent node is the branch line level, and each child node represents a branch line , The load of the child node belongs to the corresponding branch line, and calculate the telemetry value of the equipment on the line according to the load of each branch line, including:
    根据公式1/Rf1=1/Rn1f1+1/Rn1f2+...+1/Rn1fn计算出所述分支线路等效负载Rf1,则主线路负载Rz=Rf1,主线路负荷电流Iz=U/Rf1;其中,Rn1f1~Rn1fn表示各分支等效负载,U为所述配置的输入电压;According to the formula 1/Rf1=1/Rn1f1+1/Rn1f2+...+1/Rn1fn, the equivalent load Rf1 of the branch line is calculated, then the main line load Rz=Rf1, and the main line load current Iz=U/Rf1; where , Rn1f1~Rn1fn represent the equivalent load of each branch, and U is the input voltage of the configuration;
    由于分支线路并联在主线路上,各所述分支线路的电压Un1f1=Un1f2=...=Un1fn=U,分支线路负荷电流为In1f1=Un1f1/Rn1f1,各分支线路电流为In1f1~In1fn。Since the branch lines are connected in parallel to the main line, the voltage of each branch line is Un1f1=Un1f2=...=Un1fn=U, the load current of the branch line is In1f1=Un1f1/Rn1f1, and the current of each branch line is In1f1~In1fn.
  8. 一种分布式FA仿真系统负荷预测系统,其特征在于,包括:拓扑图绘制模块、电源图元列表构建模块、树状结构存储列表构建模块以及负荷预测模块,其中:A distributed FA simulation system load forecasting system, which is characterized by comprising: a topology drawing module, a power source primitive list building module, a tree structure storage list building module, and a load forecasting module, wherein:
    拓扑图绘制模块用于根据实际待仿真电路的线路关系,绘制对应的线路拓扑图,并对线路拓扑图上各图元配置相关属性,得到用于进行负荷预测的拓扑图;The topology drawing module is used to draw the corresponding line topology diagram according to the line relationship of the actual circuit to be simulated, and configure relevant attributes for each graphic element on the line topology diagram to obtain a topology diagram for load forecasting;
    电源图元列表构建模块用于遍历所述用于进行负荷预测的拓扑图上的各图元,筛选出所有的电源图元,得到电源图元列表;The power supply graphic element list construction module is used for traversing each graphic element on the topology diagram used for load forecasting, filtering out all the power supply graphic elements, and obtaining a power supply graphic element list;
    树状结构存储列表构建模块用于根据电源图元列表,生成以电源图元列表中各电源图元为父节点的树状存储列表,树状结构存储有拓扑图图元位置关系及图元属性;The tree structure storage list building module is used to generate a tree storage list with each power supply primitive in the power supply primitive list as the parent node according to the power supply primitive list, and the tree structure stores the position relationship of the topological map primitives and the primitive attributes ;
    负荷预测模块用于遍历所述树状结构存储列表,计算线路上设备遥测值。The load forecasting module is used to traverse the tree structure storage list and calculate the telemetry value of the equipment on the line.
  9. 如权利要求8所述的分布式FA仿真系统负荷预测系统,其特征在于,所述线路拓扑图上各图元类型至少包括电源图元、负载图元和开关图元,所述电源图元的属性为输入电压属性和负载值属性,所述负载图元的属性为负载值属性,所述开关图元的属性为状态属性和负载值属性;The distributed FA simulation system load forecasting system according to claim 8, wherein each graphic element type on the line topology diagram includes at least a power graphic element, a load graphic element, and a switch graphic element. The attributes are input voltage attributes and load value attributes, the attributes of the load graphic element are load value attributes, and the attributes of the switch graphic element are state attributes and load value attributes;
    所述树状结构存储列表构建模块包括遍历单元、判断单元、执行单元和存储列表构建单元,其中:The tree structure storage list construction module includes a traversal unit, a judgment unit, an execution unit, and a storage list construction unit, wherein:
    遍历单元用于遍历所述电源图元列表中的电源图元作为主线路起始点,并存为树状结构的父节点;The traversal unit is used to traverse the power supply primitives in the list of power supply primitives as the starting point of the main circuit and store them as the parent node of the tree structure;
    判断单元用于断当前图元属性中是否存储有下一个图元的ID;The judging unit is used to determine whether the ID of the next graphic element is stored in the attribute of the current graphic element;
    执行单元用于在判断单元输出结果为是时,将下一个图元添加为树 状结构的子节点,并控制判断单元重新启动;The execution unit is used to add the next graphic element as a child node of the tree structure when the output result of the judgment unit is yes, and control the judgment unit to restart;
    执行单元用于在判断单元输出结果为否时,结束查找,并控制遍历单元重新启动;The execution unit is used to end the search when the output result of the judgment unit is no, and control the traversal unit to restart;
    存储列表构建单元用于在所述电源图元列表取空后,结束查询,生成所述树状结构存储列表。The storage list construction unit is used for ending the query after the power source graphic element list is empty, and generating the tree structure storage list.
  10. 如权利要求8所述的分布式FA仿真系统负荷预测系统,其特征在于,所述电源图元列表构建模块包括接口单元和电源图元列表构建单元,其中:The distributed FA simulation system load forecasting system according to claim 8, wherein the power source graphic element list construction module comprises an interface unit and a power source graphic element list construction unit, wherein:
    接口单元用于通过QGraphicsScene::items()标准接口获取所述拓扑图上的各图元信息,得到图元信息列表;The interface unit is used to obtain the graphic element information on the topological graph through the QGraphicsScene::items() standard interface to obtain the graphic element information list;
    电源图元列表构建单元用于遍历所述图元信息列表,根据所述图元类型对应的属性筛选出电源图元,得到所述电源图元列表。The power source graphic element list construction unit is used to traverse the graphic element information list, filter out power source graphic elements according to the attributes corresponding to the graphic element type, and obtain the power source graphic element list.
PCT/CN2021/089683 2020-05-29 2021-04-25 Load prediction method and system for distributed fa simulation system WO2021238542A1 (en)

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
CN202010476404.3 2020-05-29
CN202010476404.3A CN111680375B (en) 2020-05-29 2020-05-29 Load prediction method and system for distributed FA simulation system

Publications (1)

Publication Number Publication Date
WO2021238542A1 true WO2021238542A1 (en) 2021-12-02

Family

ID=72453678

Family Applications (1)

Application Number Title Priority Date Filing Date
PCT/CN2021/089683 WO2021238542A1 (en) 2020-05-29 2021-04-25 Load prediction method and system for distributed fa simulation system

Country Status (2)

Country Link
CN (1) CN111680375B (en)
WO (1) WO2021238542A1 (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117152300A (en) * 2023-10-28 2023-12-01 浙江正泰中自控制工程有限公司 Dynamic layer planning algorithm for optimizing drawing performance of DCS (distributed control system) flow chart

Families Citing this family (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN111680375B (en) * 2020-05-29 2023-11-17 科大智能电气技术有限公司 Load prediction method and system for distributed FA simulation system

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108108567A (en) * 2018-01-03 2018-06-01 云南电力试验研究院(集团)有限公司 Power distribution network line chart automatic drafting method based on fault detector logical place
CN109739490A (en) * 2018-12-15 2019-05-10 南京理工大学 Quick electrical component model creating method based on QT graph framework
CN109857885A (en) * 2019-01-21 2019-06-07 王星宇 Intelligent substation main wiring diagram automatic generation method based on SCD file
CN110222469A (en) * 2019-06-21 2019-09-10 唐颖 A kind of circuital current voltage emulated computation method
CN111680375A (en) * 2020-05-29 2020-09-18 科大智能电气技术有限公司 Load prediction method and system for distributed FA simulation system

Family Cites Families (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN105790254B (en) * 2016-01-26 2018-03-13 山东大学 A kind of feeder line topological representation method based on multiway tree
JP7051531B2 (en) * 2018-03-28 2022-04-11 九電テクノシステムズ株式会社 Tree-structured distribution system Voltage distribution calculator, method and program
CN109765439A (en) * 2018-12-07 2019-05-17 国网宁夏电力有限公司电力科学研究院 Feeder test method based on secondary singal

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108108567A (en) * 2018-01-03 2018-06-01 云南电力试验研究院(集团)有限公司 Power distribution network line chart automatic drafting method based on fault detector logical place
CN109739490A (en) * 2018-12-15 2019-05-10 南京理工大学 Quick electrical component model creating method based on QT graph framework
CN109857885A (en) * 2019-01-21 2019-06-07 王星宇 Intelligent substation main wiring diagram automatic generation method based on SCD file
CN110222469A (en) * 2019-06-21 2019-09-10 唐颖 A kind of circuital current voltage emulated computation method
CN111680375A (en) * 2020-05-29 2020-09-18 科大智能电气技术有限公司 Load prediction method and system for distributed FA simulation system

Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117152300A (en) * 2023-10-28 2023-12-01 浙江正泰中自控制工程有限公司 Dynamic layer planning algorithm for optimizing drawing performance of DCS (distributed control system) flow chart
CN117152300B (en) * 2023-10-28 2024-02-09 浙江正泰中自控制工程有限公司 Dynamic layer planning algorithm for optimizing drawing performance of DCS (distributed control system) flow chart

Also Published As

Publication number Publication date
CN111680375B (en) 2023-11-17
CN111680375A (en) 2020-09-18

Similar Documents

Publication Publication Date Title
WO2021238542A1 (en) Load prediction method and system for distributed fa simulation system
US20130166270A1 (en) Method of substation-control center two-level distributed modeling for power grid
CN103605027B (en) Source electricity system falls in a kind of line voltage temporarily
CN107730093A (en) A kind of System and method in power grid accident telegram in reply path
CN104750878A (en) Mixed searching strategy-based topology fault diagnosis method
CN116500385B (en) Power transmission network monitoring and checking method, device, equipment and medium
CN103560952A (en) Node failure recovery method for micro network
Chopade et al. Structural and functional vulnerability analysis for survivability of Smart Grid and SCADA network under severe emergencies and WMD attacks
CN113627766A (en) Risk identification method for topology identification power failure maintenance plan
CN106899021B (en) The load flow calculation system of electric system
CN103197926A (en) Method for establishing IEC61970 electric energy quality common information model
CN107591802A (en) A kind of abstract method of calibration of distribution network model
CN110021933B (en) Power information system control function reliability assessment method considering component faults
Li et al. Importance Assessment of Communication Equipment in Cyber-Physical Coupled Distribution Networks Based on Dynamic Node Failure Mechanism
Dai et al. Cyber physical power system modeling and simulation based on graph computing
CN116667336A (en) Method, system and electronic equipment for evaluating information network nodes of photovoltaic power distribution network in transformer area
CN109033603B (en) Intelligent substation secondary system simulation method based on source flow path chain
CN109858822A (en) A kind of electric power in information society emerging system reliability estimation method based on stream association analysis
CN110888021A (en) Power distribution network fault judgment method and device
WO2022052146A1 (en) Heavy overload check method for load transfer decision of open-loop power grid
CN112258030A (en) Site selection method and system for intelligent switching station of power distribution network and information data processing terminal
CN103490510B (en) Modeling method of intelligent distributed FA model
CN101860027B (en) Method for establishing model by combining power supply analysis with running mode during running power grid
CN106849098B (en) The tidal current computing method of electric system
CN105720688B (en) The recognition methods of chain type topological structure of electric and system

Legal Events

Date Code Title Description
121 Ep: the epo has been informed by wipo that ep was designated in this application

Ref document number: 21814099

Country of ref document: EP

Kind code of ref document: A1

NENP Non-entry into the national phase

Ref country code: DE

122 Ep: pct application non-entry in european phase

Ref document number: 21814099

Country of ref document: EP

Kind code of ref document: A1