CN113554266A - Power grid damage risk early warning method and system caused by strong wind under typhoon condition - Google Patents

Power grid damage risk early warning method and system caused by strong wind under typhoon condition Download PDF

Info

Publication number
CN113554266A
CN113554266A CN202110637275.6A CN202110637275A CN113554266A CN 113554266 A CN113554266 A CN 113554266A CN 202110637275 A CN202110637275 A CN 202110637275A CN 113554266 A CN113554266 A CN 113554266A
Authority
CN
China
Prior art keywords
typhoon
wind
strong
wind speed
gust
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
CN202110637275.6A
Other languages
Chinese (zh)
Other versions
CN113554266B (en
Inventor
李丽
蔡泽林
冯涛
郭俊
徐勋建
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.)
State Grid Corp of China SGCC
State Grid Hunan Electric Power Co Ltd
Disaster Prevention and Mitigation Center of State Grid Hunan Electric Power Co Ltd
Original Assignee
State Grid Corp of China SGCC
State Grid Hunan Electric Power Co Ltd
Disaster Prevention and Mitigation Center of State Grid Hunan Electric Power Co Ltd
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 State Grid Corp of China SGCC, State Grid Hunan Electric Power Co Ltd, Disaster Prevention and Mitigation Center of State Grid Hunan Electric Power Co Ltd filed Critical State Grid Corp of China SGCC
Priority to CN202110637275.6A priority Critical patent/CN113554266B/en
Publication of CN113554266A publication Critical patent/CN113554266A/en
Application granted granted Critical
Publication of CN113554266B publication Critical patent/CN113554266B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Images

Classifications

    • 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
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0635Risk analysis of enterprise or organisation activities
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01PMEASURING LINEAR OR ANGULAR SPEED, ACCELERATION, DECELERATION, OR SHOCK; INDICATING PRESENCE, ABSENCE, OR DIRECTION, OF MOVEMENT
    • G01P5/00Measuring speed of fluids, e.g. of air stream; Measuring speed of bodies relative to fluids, e.g. of ship, of aircraft
    • 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
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/06Electricity, gas or water supply

Landscapes

  • Business, Economics & Management (AREA)
  • Engineering & Computer Science (AREA)
  • Human Resources & Organizations (AREA)
  • Economics (AREA)
  • Strategic Management (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Tourism & Hospitality (AREA)
  • Theoretical Computer Science (AREA)
  • Marketing (AREA)
  • Health & Medical Sciences (AREA)
  • General Business, Economics & Management (AREA)
  • Entrepreneurship & Innovation (AREA)
  • Educational Administration (AREA)
  • Quality & Reliability (AREA)
  • Development Economics (AREA)
  • Game Theory and Decision Science (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Operations Research (AREA)
  • Public Health (AREA)
  • Water Supply & Treatment (AREA)
  • General Health & Medical Sciences (AREA)
  • Primary Health Care (AREA)
  • Emergency Alarm Devices (AREA)
  • Management, Administration, Business Operations System, And Electronic Commerce (AREA)

Abstract

The invention discloses a method and a system for early warning the risk of power grid damage caused by strong wind under typhoon conditions, wherein the method comprises the following steps: collecting historical typhoon strong wind data, and setting typhoon strong wind judgment threshold values with different intensities according to the early warning area and the historical typhoon strong wind data which are respectively expanded in a certain range from south to north; collecting tower position information, line trend information and equipment strong wind bearing design standards of an early warning area; calculating wind speed values of typhoon strong wind judging threshold values with different intensities, which are vertical to the tower and the line, according to the tower position information and the main wind direction in the line trend information, the line trend and the included angles of the wind direction and the tower position of the tower; comparing the tower and line strong wind bearing design standard with the corresponding wind speed numerical value, judging the typhoon strong wind damage risk level possibly appearing on the equipment on the corresponding tower and line, and carrying out risk early warning according to the level. The invention can effectively improve the technical level of coping with typhoon and strong wind disasters of the overhead transmission line.

Description

Power grid damage risk early warning method and system caused by strong wind under typhoon condition
Technical Field
The invention relates to the technical field of power grid protection, in particular to a method and a system for early warning of power grid damage risks caused by strong wind under a typhoon condition.
Background
The power grids in coastal areas of east and south China are subjected to typhoon invasion every year, according to statistics, 25-28 typhoons are generated in the western pacific and south sea areas every year, 6-9 of the typhoons can land on continents of China, records are recorded in 1949, and typhoons land in southern province, southern province and Liaoning province. The strong wind carried after the typhoon landing can easily cause the line windage tripping, the line disconnection and even the tower collapse.
The line windage yaw tripping is that the electrical clearance of the charged part to the grounding component or the adjacent object is insufficient due to the fact that a windage yaw angle under a strong wind load exceeds a design allowable value, so that the line flashover tripping is caused; the tower strong wind falling is that strong wind causes the stress of the tower angle steel component to exceed the designed bearing capacity, resulting in the instability of the tower. At present, power grid companies are gradually built for years in line and pole towers, the design standards of the line and the pole tower are different in different development periods and different areas, the bearing capacity of the line and the pole tower to typhoon strong wind disasters is different, and the damage conditions of the line and the pole tower under typhoon strong wind conditions are also different. Therefore, the risk judgment of the power grid damage caused by strong wind under the typhoon condition needs to be carried out, lines and towers with high risk of damage of the power grid under the typhoon condition are found out, and the power grid disaster prevention and control and the upgrading and reconstruction of power grid equipment are guided.
Disclosure of Invention
The invention provides a method and a system for early warning of power grid damage risks caused by strong wind under a typhoon condition, which are used for solving the technical problems of judgment and early warning of power grid damage risks caused by strong wind under the typhoon condition.
In order to solve the technical problems, the technical scheme provided by the invention is as follows:
a power grid damage risk early warning method caused by strong wind under the typhoon condition comprises the following steps:
collecting historical typhoon strong wind data, and setting typhoon strong wind judgment threshold values with different intensities according to the early warning area and the historical typhoon strong wind data which are respectively expanded in a certain range from south to north;
collecting tower position information, line trend information and equipment strong wind bearing design standards of an early warning area;
calculating wind speed values of typhoon strong wind judging threshold values with different intensities, which are vertical to the tower and the line, according to the tower position information and the main wind direction in the line trend information, the line trend and the included angles of the wind direction and the tower position of the tower;
comparing tower and line strong wind bearing design standards and typhoon strong wind judgment threshold values with different strengths vertically to wind speed values on the towers and the lines, and judging the typhoon strong wind damage risk level possibly occurring on corresponding towers and equipment on the lines;
and carrying out risk early warning on the power grid tower and the equipment according to the possibly-occurring typhoon strong wind damage risk level of the equipment.
Preferably, the historical typhoon strong wind data comprises: historical typhoon data, and average wind speed and gust wind speed data observed by a ground meteorological station in a typhoon landing process.
Preferably, the method for setting the typhoon strong wind determination threshold with different intensities further comprises the following steps:
a) and determining a coefficient ratio of the average wind speed and the maximum gust wind speed.
b) Sorting the maximum wind speed in the previous typhoon process from big to small, and taking the maximum wind speed data, namely the extreme strong typhoon wind speed threshold standard of the area; multiplying the extreme strong typhoon wind speed threshold standard by the gust average wind coefficient to obtain the extreme strong typhoon gust wind speed threshold standard;
taking the wind speed data on the 5 th percentile, namely the wind speed threshold standard of the strong typhoon in the area; multiplying the wind speed threshold standard of the strong typhoon by the gust average wind coefficient to obtain the wind speed threshold standard of the strong typhoon gust;
and taking the wind speed data on the median, namely the average typhoon wind speed threshold standard of the area, and multiplying the average typhoon wind speed threshold data standard by the gust average wind coefficient, namely the average typhoon gust wind speed threshold standard.
Preferably, the typhoon strong wind determination threshold values with different intensities comprise three typhoon wind speed threshold values: an extreme strong typhoon gust wind speed threshold, a strong typhoon gust wind speed threshold and an average typhoon gust wind speed threshold;
the corresponding wind speed values vertical to the tower and the line comprise: the wind speed value of the extreme strong typhoon gust, the wind speed value of the strong typhoon gust and the wind speed value of the average typhoon gust.
The present invention also provides a computer system comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the processor implementing the steps of any of the methods described above when executing the computer program.
The invention has the following beneficial effects:
the method and the system for early warning the power grid damage risk caused by strong wind under the typhoon condition have clear thought, strong practicability and high accuracy, and can effectively improve the technical level of coping with typhoon strong wind disasters of the overhead transmission line. The method can be widely applied to identification and early warning of power grid damage risks caused by strong wind according to typhoon and strong wind conditions, lines and tower conditions.
In addition to the objects, features and advantages described above, other objects, features and advantages of the present invention are also provided. The present invention will be described in further detail below with reference to the accompanying drawings.
Drawings
The accompanying drawings, which are incorporated in and constitute a part of this application, illustrate embodiments of the invention and, together with the description, serve to explain the invention and not to limit the invention. In the drawings:
fig. 1 is a schematic flow chart of a power grid damage risk early warning method caused by strong wind in a typhoon condition according to an embodiment 1 of the present invention.
Detailed Description
The embodiments of the invention will be described in detail below with reference to the drawings, but the invention can be implemented in many different ways as defined and covered by the claims.
Example 1
Referring to fig. 1, the method for early warning the risk of power grid damage caused by strong wind under typhoon condition is disclosed. The method comprises the following steps:
s1, collecting and sorting historical typhoon strong wind data:
and collecting historical typhoon strong wind data, and expanding the historical typhoon strong wind data within a certain range according to the early warning area and the south to north. As the typhoon landing point has randomness and uncertainty, the 200km ranges from south to north are oriented by taking the early warning area as the center, and 50 year old typhoon data in the range of 1971 and 2020, and the average wind speed and gust wind speed data observed by the ground meteorological station in the typhoon landing process are collected from the meteorological department.
And (4) sorting historical typhoon strong wind data, and setting typhoon strong wind judging threshold values with different intensities.
The following are the preferred threshold value judgment of the typhoon with different intensities in a certain area:
a) determining a coefficient ratio of the average wind speed to the maximum gust wind speed;
b) sorting the maximum wind speed in the previous typhoon process from big to small, and taking the maximum wind speed data as the threshold standard of the extremely strong typhoon wind speed in the area; multiplying the extreme strong typhoon wind speed threshold standard by the gust average wind coefficient to serve as the extreme strong typhoon gust wind speed threshold standard;
taking the wind speed data on the 5 th percentile, namely the wind speed threshold standard of the strong typhoon in the area; multiplying the wind speed threshold standard of the strong typhoon by the gust average wind coefficient to obtain the wind speed threshold standard of the strong typhoon gust;
and taking the wind speed data on the median, namely the average typhoon wind speed threshold standard of the area, and multiplying the average typhoon wind speed threshold data standard by the gust average wind coefficient, namely the average typhoon gust wind speed threshold standard.
And S2, collecting tower position information, line trend information and equipment strong wind bearing design standard of the early warning area.
Because the typhoon system is a quasi-circular system, the main wind directions are northeast wind and southwest wind, and three wind speed values (an extreme typhoon gust wind speed threshold value standard, a strong typhoon gust wind speed threshold value standard and an average typhoon gust wind speed threshold value standard) vertical to the tower and the line are calculated according to the main wind direction, the line trend, the wind direction and the included angle of the tower position of the tower.
S3, calculating wind speed values of the typhoon strong wind determination threshold with three intensities, which are perpendicular to the tower and the line, according to the main wind direction in the tower position information and the line trend information and the included angle between the wind direction and the tower position of the tower.
And S4, comparing tower and line strong wind bearing design standards and wind speed values of different intensities of typhoon strong wind judgment thresholds vertical to the towers and the lines, and judging the possible typhoon strong wind damage risk level of the corresponding towers and the equipment on the lines.
In this embodiment, the strong wind damage risk identification of the line tower preferably adopts the following method:
comparing the tower and line strong wind bearing design standard with the extreme strong typhoon gust wind speed value, the strong typhoon gust wind speed value and the average typhoon gust wind speed value which are perpendicular to the tower and the line:
a) the design standard of tower and line strong wind bearing is higher than the numerical value of the wind speed of extreme strong typhoon gust which is vertical to the tower and the line, the equipment can bear typhoon strong wind, and the damage risk of the typhoon strong wind is extremely low;
b) the tower and line strong wind bearing design standard is lower than the numerical value of the wind speed of the extremely strong typhoon gust which is vertical to the tower and line, but higher than the numerical value of the wind speed of the strong typhoon gust which is vertical to the tower and line; the equipment can bear most of typhoon strong wind, and the risk of typhoon strong wind damage can occur only when extreme strong typhoon occurs;
c) the tower and line strong wind bearing design standard is lower than the numerical value of the wind speed of strong typhoon gusts vertical to the tower and the line, but higher than the numerical value of the wind speed of average typhoon gusts vertical to the tower and the line; the equipment can bear general typhoon strong wind, and the risk of typhoon strong wind damage can occur when strong typhoon occurs;
d) the design standard of tower and line strong wind bearing is lower than the average typhoon gust wind speed value vertical to the tower and the line, the capability of the equipment for bearing typhoon strong wind is poor, and the risk of typhoon strong wind damage is extremely high.
And S5, performing risk early warning on the power grid tower and the equipment according to the possible typhoon strong wind damage risk level of the equipment.
According to the grade judgment result, when the typhoon is about to log in, the risk early warning of the power grid tower and the equipment can be carried out according to the typhoon intensity and the wind speed prediction; when equipment upgrading and transformation are carried out, high-risk equipment upgrading and transformation can be carried out in limited consideration.
Example 2:
the steps of this embodiment are basically the same as those of embodiment 1, and this embodiment takes the building grid of Fujian province as an example to illustrate the application of the method for warning the risk of grid damage caused by strong wind under typhoon condition. The method and the system for early warning the risk of power grid damage caused by strong wind under the typhoon condition are explained by taking a mansion area as an early warning area, wherein the Fujian power grid is one of serious disaster areas affected by typhoon in China, and the method comprises the following steps:
s1, collecting and sorting historical typhoon strong wind data:
as the typhoon landing points have randomness and uncertainty, the 200km ranges from south to north are oriented by taking Fujian as a center, the historical typhoon data of the range in 50 years and 83 times in 50 years in 1971 and 2020, the average wind speed observed by the ground meteorological station in the typhoon landing process and the gust wind speed data are collected from the meteorological department, and the wind speed data are sorted.
And S2, sorting historical typhoon strong wind data, and setting typhoon strong wind judgment threshold values with different intensities.
Counting and sorting historical typhoon data, average wind speed data observed by a ground meteorological station in a typhoon landing process and gust wind speed data, and determining the following key data:
a) the coefficient ratio of the average wind speed to the maximum gust wind speed is determined, the coefficient ratio of the maximum gust wind speed to the average wind speed in the current tower and line design is generally 1.5, and statistics shows that the coefficient of the maximum gust wind speed and the average wind speed observed by the weather station can reach 1.6-1.7 actually.
b) Sorting the maximum wind speed in the 83 typhoon processes from big to small, wherein the maximum wind speed data is 42.9m/s, namely the threshold standard of the extremely strong typhoon wind speed in the area is 42.9 m/s; multiplying the extreme strong typhoon wind speed threshold standard by the gust average wind coefficient to obtain the extreme strong typhoon gust wind speed threshold standard which is 72.9 m/s;
the wind speed data on the 5 th percentile is 34.3m/s, namely the wind speed threshold standard of the strong typhoon in the area is 34.3 m/s; multiplying the standard of the wind speed threshold of the strong typhoon by the average wind coefficient of the gust to obtain the standard of the wind speed threshold of the strong typhoon gust, wherein the standard of the wind speed threshold of the strong typhoon gust is 58.6 m/s;
the wind speed data on the median is 28m/s, namely the average typhoon wind speed threshold value standard of the area is 28m/s, and the average typhoon wind speed threshold value data standard is multiplied by the gust average wind coefficient, namely the average typhoon gust wind speed threshold value standard is 47.6 m/s.
S3 to S5 are the same as in example 1.
By adopting the method, the power grid damage risk judgment and early warning caused by strong wind in the Fujian mansion area are carried out, the practicability is high, the accuracy rate is high, and the effect is obvious.
Example 3:
the present invention also provides a computer system comprising a memory, a processor and a computer program stored on the memory and executable on the processor, the steps of any of the above embodiments being implemented when the computer program is executed by the processor.
In conclusion, the method comprehensively judges the possible typhoon strong wind damage risk level of the tower and the equipment on the line by combining the historical typhoon strong wind information and the actual tower and line strong wind bearing design standard, and carries out grading early warning according to the risk level, so that the method has clear thought, strong practicability and high accuracy, and can effectively improve the technical level of overhead transmission line typhoon strong wind disaster response. The method can be widely applied to identification and early warning of power grid damage risks caused by strong wind according to typhoon and strong wind conditions, lines and tower conditions.
The above description is only a preferred embodiment of the present invention and is not intended to limit the present invention, and various modifications and changes may be made by those skilled in the art. Any modification, equivalent replacement, or improvement made within the spirit and principle of the present invention should be included in the protection scope of the present invention.

Claims (5)

1. A power grid damage risk early warning method caused by strong wind under the typhoon condition is characterized by comprising the following steps:
collecting historical typhoon strong wind data, and setting typhoon strong wind judgment threshold values with different intensities according to the early warning area and the historical typhoon strong wind data which are respectively expanded in a certain range from south to north;
collecting tower position information, line trend information and equipment strong wind bearing design standards of an early warning area;
calculating wind speed values of typhoon strong wind judging threshold values with different intensities, which are vertical to the tower and the line, according to the tower position information and the main wind direction in the line trend information, the line trend and the included angles of the wind direction and the tower position of the tower;
comparing tower and line strong wind bearing design standards and typhoon strong wind judgment threshold values with different strengths vertically to wind speed values on the towers and the lines, and judging the typhoon strong wind damage risk level possibly occurring on corresponding towers and equipment on the lines;
and carrying out risk early warning on the power grid tower and the equipment according to the possibly-occurring typhoon strong wind damage risk level of the equipment.
2. The method for early warning of power grid damage risk caused by strong wind under typhoon condition as claimed in claim 1, wherein the historical typhoon strong wind data comprises: historical typhoon data, and average wind speed and gust wind speed data observed by a ground meteorological station in a typhoon landing process.
3. The method for early warning of power grid damage risk caused by strong wind under typhoon condition according to claim 2, wherein the setting of the typhoon strong wind determination threshold values with different intensities further comprises the following steps:
a) and determining a coefficient ratio of the average wind speed and the maximum gust wind speed.
b) Sorting the maximum wind speed in the previous typhoon process from big to small, and taking the maximum wind speed data, namely the extreme strong typhoon wind speed threshold standard of the area; multiplying the extreme strong typhoon wind speed threshold standard by the gust average wind coefficient to obtain the extreme strong typhoon gust wind speed threshold standard;
taking the wind speed data on the 5 th percentile, namely the wind speed threshold standard of the strong typhoon in the area; multiplying the wind speed threshold standard of the strong typhoon by the gust average wind coefficient to obtain the wind speed threshold standard of the strong typhoon gust;
and taking the wind speed data on the median, namely the average typhoon wind speed threshold standard of the area, and multiplying the average typhoon wind speed threshold data standard by the gust average wind coefficient, namely the average typhoon gust wind speed threshold standard.
4. The pre-warning method for power grid damage risk caused by strong wind under typhoon condition as claimed in claim 2,
the typhoon strong wind judging threshold values with different intensities comprise three typhoon wind speed threshold values: an extreme strong typhoon gust wind speed threshold, a strong typhoon gust wind speed threshold and an average typhoon gust wind speed threshold;
the corresponding wind speed values vertical to the tower and the line comprise: the wind speed value of the extreme strong typhoon gust, the wind speed value of the strong typhoon gust and the wind speed value of the average typhoon gust.
5. A computer system comprising a memory, a processor and a computer program stored on the memory and executable on the processor, wherein the steps of the method of any one of claims 1 to 4 are performed when the computer program is executed by the processor.
CN202110637275.6A 2021-06-08 2021-06-08 Early warning method and system for risk of damage to power grid caused by strong wind under typhoon condition Active CN113554266B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202110637275.6A CN113554266B (en) 2021-06-08 2021-06-08 Early warning method and system for risk of damage to power grid caused by strong wind under typhoon condition

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202110637275.6A CN113554266B (en) 2021-06-08 2021-06-08 Early warning method and system for risk of damage to power grid caused by strong wind under typhoon condition

Publications (2)

Publication Number Publication Date
CN113554266A true CN113554266A (en) 2021-10-26
CN113554266B CN113554266B (en) 2024-01-30

Family

ID=78130400

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202110637275.6A Active CN113554266B (en) 2021-06-08 2021-06-08 Early warning method and system for risk of damage to power grid caused by strong wind under typhoon condition

Country Status (1)

Country Link
CN (1) CN113554266B (en)

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117745084A (en) * 2024-02-21 2024-03-22 国网山东省电力公司东营供电公司 Two-stage power system operation risk assessment method and system under extreme weather

Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102903018A (en) * 2012-09-29 2013-01-30 上海市电力公司 Air speed early warning information processing method of transmission line based on geographic information system (GIS)
CN103246936A (en) * 2013-04-24 2013-08-14 广东电网公司中山供电局 System and method for pre-warning of typhoon risks of overhead transmission lines of grid
CN103955609A (en) * 2014-04-25 2014-07-30 国家电网公司 Automatic anticipated fault set generation method based on typhoon model
CN104951998A (en) * 2015-06-03 2015-09-30 国网山东省电力公司德州供电公司 Strong wind early warning modeling method and strong wind early warning modeling system based on power grid GIS (geographic information system)
CN105184492A (en) * 2015-09-10 2015-12-23 国网福建省电力有限公司 Electric power typhoon disaster resistance simulation analysis early warning system based on three-dimensional digital Earth
CN106096110A (en) * 2016-06-03 2016-11-09 国网电力科学研究院武汉南瑞有限责任公司 Flashover of power transmission circuit caused by windage yaw method for early warning based on numerical weather forecast
CN106485400A (en) * 2016-09-23 2017-03-08 中国南方电网有限责任公司超高压输电公司检修试验中心 The appraisal procedure of the transmission line of alternation current typhoon risk of meter and line status
CN106651140A (en) * 2016-11-16 2017-05-10 海南电力技术研究院 Module difference assessment method of power transmission line risk in typhoon zone and apparatus thereof
CN207249725U (en) * 2017-09-07 2018-04-17 南方电网科学研究院有限责任公司 A kind of typhoon early warning system
CN108921370A (en) * 2018-05-15 2018-11-30 陕西省地方电力(集团)有限公司 A kind of appraisal procedure and system of transmission line of electricity section damage to crops caused by thunder risk
CN110097223A (en) * 2019-04-30 2019-08-06 武汉理工大学 Early warning method for damage of power transmission line under typhoon disaster
CN111612315A (en) * 2020-04-30 2020-09-01 国网江苏省电力有限公司电力科学研究院 Novel power grid disastrous gale early warning method
CN112287018A (en) * 2020-11-06 2021-01-29 武汉理工大学 Method and system for evaluating damage risk of 10kV tower under typhoon disaster
CN112685965A (en) * 2020-12-03 2021-04-20 广东电网有限责任公司电力科学研究院 Method and system for monitoring risk of transmission tower in typhoon

Patent Citations (14)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN102903018A (en) * 2012-09-29 2013-01-30 上海市电力公司 Air speed early warning information processing method of transmission line based on geographic information system (GIS)
CN103246936A (en) * 2013-04-24 2013-08-14 广东电网公司中山供电局 System and method for pre-warning of typhoon risks of overhead transmission lines of grid
CN103955609A (en) * 2014-04-25 2014-07-30 国家电网公司 Automatic anticipated fault set generation method based on typhoon model
CN104951998A (en) * 2015-06-03 2015-09-30 国网山东省电力公司德州供电公司 Strong wind early warning modeling method and strong wind early warning modeling system based on power grid GIS (geographic information system)
CN105184492A (en) * 2015-09-10 2015-12-23 国网福建省电力有限公司 Electric power typhoon disaster resistance simulation analysis early warning system based on three-dimensional digital Earth
CN106096110A (en) * 2016-06-03 2016-11-09 国网电力科学研究院武汉南瑞有限责任公司 Flashover of power transmission circuit caused by windage yaw method for early warning based on numerical weather forecast
CN106485400A (en) * 2016-09-23 2017-03-08 中国南方电网有限责任公司超高压输电公司检修试验中心 The appraisal procedure of the transmission line of alternation current typhoon risk of meter and line status
CN106651140A (en) * 2016-11-16 2017-05-10 海南电力技术研究院 Module difference assessment method of power transmission line risk in typhoon zone and apparatus thereof
CN207249725U (en) * 2017-09-07 2018-04-17 南方电网科学研究院有限责任公司 A kind of typhoon early warning system
CN108921370A (en) * 2018-05-15 2018-11-30 陕西省地方电力(集团)有限公司 A kind of appraisal procedure and system of transmission line of electricity section damage to crops caused by thunder risk
CN110097223A (en) * 2019-04-30 2019-08-06 武汉理工大学 Early warning method for damage of power transmission line under typhoon disaster
CN111612315A (en) * 2020-04-30 2020-09-01 国网江苏省电力有限公司电力科学研究院 Novel power grid disastrous gale early warning method
CN112287018A (en) * 2020-11-06 2021-01-29 武汉理工大学 Method and system for evaluating damage risk of 10kV tower under typhoon disaster
CN112685965A (en) * 2020-12-03 2021-04-20 广东电网有限责任公司电力科学研究院 Method and system for monitoring risk of transmission tower in typhoon

Non-Patent Citations (6)

* Cited by examiner, † Cited by third party
Title
YANG LIU等: "Operational statistic risk assessment for power systems under extreme weather conditions", 《10TH INTERNATIONAL CONFERENCE ON ADVANCE IN POWER SYSTEM CONTROL, OPERATION & MANAGEMENT (APSCOM 2015)》, pages 1 - 6 *
YIHAO YANG等: "Quantitative Resilience Assessment for Power Transmission Systems Under Typhoon Weather", vol. 6, pages 40747, XP011688462, DOI: 10.1109/ACCESS.2018.2858860 *
周晨: "考虑台风影响的架空输电线路运行风险评估", no. 2, pages 042 - 1299 *
李晓帆: "融入attention机制的台风风险预警模型", 《云南电力技术》, vol. 48, no. 1, pages 12 - 16 *
熊小伏等: "电网台风风险预警系统方案设计", vol. 37, no. 7, pages 27 - 32 *
王建: "输电线路气象灾害风险分析与预警方法研究", 《中国博士学位论文全文数据库 工程科技Ⅱ辑》, no. 3, pages 042 - 36 *

Cited By (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN117745084A (en) * 2024-02-21 2024-03-22 国网山东省电力公司东营供电公司 Two-stage power system operation risk assessment method and system under extreme weather

Also Published As

Publication number Publication date
CN113554266B (en) 2024-01-30

Similar Documents

Publication Publication Date Title
CN101272040B (en) Method for electric power line lightning protection configuration by using electric network lightning disturbance distribution
US9360352B2 (en) Method for determining lightning hazard distribution of power network
CN110309527B (en) Electrical geometric model-based lightning damage risk assessment method for overhead distribution line
CN109064057B (en) Risk assessment method for lightning parameter relative value of distribution network line
CN111612315A (en) Novel power grid disastrous gale early warning method
CN108595872B (en) Online safety and stability analysis method for power grid
CN103837769A (en) Lightening damage early-warning method and system for electric transmission line
CN109543870B (en) Power transmission line tower lightning stroke early warning method based on neighborhood preserving embedding algorithm
CN105809574A (en) Method for judging cloud-to-ground lightning high-risk section of line corridor in combination with topographic parameters
CN109518732B (en) Disaster-causing rainfall threshold dividing method and system for power grid channel rainfall type landslide disaster
CN114386674A (en) Power transmission line tree lodging dynamic risk early warning method and system
CN107066689B (en) Meteorological risk early warning method for wind deflection faults of power transmission line
CN113554266A (en) Power grid damage risk early warning method and system caused by strong wind under typhoon condition
CN111126672A (en) High-voltage overhead transmission line typhoon disaster prediction method based on classification decision tree
CN114065127A (en) Regional power grid environment risk assessment method
CN114201483A (en) Photovoltaic array fault diagnosis method based on statistical modeling
CN110542936B (en) Method and system for forecasting power grid rainstorm disaster forecast deviation based on dominant circulation
Wu et al. Extension of power system early-warning defense schemes by integrating typhoon information
CN117034810A (en) Dynamic evaluation and early warning method and system for submerged risk of electric power facility
CN112382977B (en) Differential lightning protection method and system for power transmission line
CN110109195B (en) Lightning approach prediction method based on radar and sounding data
CN112526637B (en) Integrated power grid channel rainstorm monitoring method and system based on uneven weight
CN108764563A (en) A kind of transmission line of electricity squall line wind pre-warning method
CN114545097A (en) Lightning early warning studying and judging method based on multi-factor dynamic weight algorithm
CN108680927A (en) A kind of iron tower of power transmission line and trees distance exam method

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