CN103066572A - Relay protection on-line monitoring method and device based on prudential system - Google Patents

Relay protection on-line monitoring method and device based on prudential system Download PDF

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Publication number
CN103066572A
CN103066572A CN2012105324277A CN201210532427A CN103066572A CN 103066572 A CN103066572 A CN 103066572A CN 2012105324277 A CN2012105324277 A CN 2012105324277A CN 201210532427 A CN201210532427 A CN 201210532427A CN 103066572 A CN103066572 A CN 103066572A
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China
Prior art keywords
state
protective relaying
relaying device
communication system
monitoring information
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CN2012105324277A
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CN103066572B (en
Inventor
徐子利
廖华兴
王跃强
罗春风
伊波
尹浙洪
叶在福
李建
姜健琳
刘裕华
袁晓青
陈杰云
任欣元
张泽良
黄杨明
莫靖
徐海健
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Shanghai Tuosen Information Science & Technology Co., Ltd.
Foshan Power Supply Bureau of Guangdong Power Grid Corp
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Shanghai Tuosen Information Science & Technology Co ltd
Foshan Power Supply Bureau of Guangdong Power Grid Corp
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Publication of CN103066572A publication Critical patent/CN103066572A/en
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Abstract

The invention discloses a relay protection on-line monitoring method based on a prudential system. The relay protection on-line monitoring method comprises the following steps: acquiring the state quantity of monitoring information types of a relay protection device through the prudential system in real time; grading the operating state of the relay protection device according to the acquired state quantity of the monitoring information types; dividing standards according to a grading result and a pre-set state level, and judging the state level of the relay protection device; and executing corresponding operation to the relay protection device according to the judged state level. In addition, the invention further discloses a relay protection on-line monitoring device based on the prudential system. Due to the fact that the state quantity of the monitoring information types of the relay protection device is acquired in real time through the prudential system, the actual operating state of the relay protection device can be commanded in real time, the monitored result is enabled to be close to real conditions, and accuracy is improved. In addition, the relay protection on-line monitoring device is high in real-time performance, and capable of achieving automatic monitoring and greatly improving efficiency.

Description

Based on relaying protection on-line monitoring method and the device of protecting communication system
Technical field
The present invention relates to the protective relaying device technical field, relate in particular to a kind of relaying protection on-line monitoring method and a kind of relaying protection on-Line Monitor Device based on protecting communication system based on protecting communication system.
Background technology
Monitoring to the protective relaying device running status is very important link in the protecting electrical power system.At present, general relaying protection monitoring method can reflect the part operation conditions of relay protection device to a certain extent, but specific aim and comprehensive aspect also have a little weak points.For example " performance factor " monitoring method is to define with total action frequency of the protective relaying device of being added up in certain time limit (for example 1 year) and correct operation number of times wherein: performance factor=(correct operation number of times/total action frequency) * 100%.This monitoring method is very low at the failure-frequency of protected object, or when this statistics internal fault did not occur in the time limit at all, its performance factor was often very low, even may be zero.If when not producing malfunction but relay protection device has stood many times external area error impact, this monitoring method can not reflect this situation, and causes it to be mistaken as the poor-performing that relaying protection sets, and is therefore very inaccurate.In sum, at present in the urgent need to a kind of accurate and rational relaying protection monitoring method.
Summary of the invention
Based on this, the invention provides a kind of relaying protection on-line monitoring method and a kind of relaying protection on-Line Monitor Device based on protecting communication system based on protecting communication system.
A kind of relaying protection on-line monitoring method based on protecting communication system may further comprise the steps:
By protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device;
According to the described monitoring information class quantity of state that obtains, the running status of protective relaying device is marked;
According to described appraisal result and the default state grade criteria for classifying, judge the state grade of protective relaying device;
According to the described state grade of judging, protective relaying device is carried out corresponding operation.
Compare with general technology; the present invention is based on the relaying protection on-line monitoring method of protecting communication system; by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device; can grasp in real time the actual motion state of protective relaying device; so that monitoring result is more pressed close to truth, improved accuracy.In addition, real-time of the present invention is higher, can realize automatic monitoring, and efficient improves greatly.
A kind of relaying protection on-Line Monitor Device based on protecting communication system comprises acquisition module, grading module, grade judge module and Executive Module;
Described acquisition module is used for by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device;
Described grading module is used for according to the described monitoring information class quantity of state that obtains the running status of protective relaying device being marked;
Described grade judge module is used for judging the state grade of protective relaying device according to described appraisal result and the default state grade criteria for classifying;
Described Executive Module is used for according to the described state grade of judging, protective relaying device is carried out corresponding operation.
Compare with general technology; the present invention is based on the relaying protection on-Line Monitor Device of protecting communication system; by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device; can grasp in real time the actual motion state of protective relaying device; so that monitoring result is more pressed close to truth, improved accuracy.In addition, real-time of the present invention is higher, can realize automatic monitoring, and efficient improves greatly.
Description of drawings
Fig. 1 is the schematic flow sheet that the present invention is based on the relaying protection on-line monitoring method of protecting communication system;
Fig. 2 is that the scoring of protective relaying device running status triggers schematic diagram;
Fig. 3 is the structural representation that the present invention is based on the relaying protection on-Line Monitor Device of protecting communication system.
Embodiment
For further setting forth the technological means that the present invention takes and the effect that obtains, below in conjunction with accompanying drawing and preferred embodiment, to technical scheme of the present invention, know and complete description.
See also Fig. 1, for the present invention is based on the schematic flow sheet of the relaying protection on-line monitoring method of protecting communication system.The present invention is based on the relaying protection on-line monitoring method of protecting communication system, may further comprise the steps:
S101 is by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device;
As one of them embodiment, described monitoring information class quantity of state is divided into monitoring information Regularia quantity of state, physical message Regularia quantity of state and Expert Rules class quantity of state according to Data Source.
The various amounts that can characterize the protective relaying device state are divided into following a few class according to the Data Source difference:
The monitoring information Regularia: the monitoring information evaluation rule is the rule that a class is estimated the equipment real time data, and the data that on-line monitoring is collected can find corresponding rule to estimate in the monitoring information evaluation rule.The self-checking alarming of the main monitoring and protecting of system and action.
Physical message Regularia: the rule that every Test Information, operational inspection information are estimated.This type of Bye-Law to Rule is more fixing, and trigger data also is to rely on manual entry, and rule definition is relatively simple.
The Expert Rules class: Expert Rules is the rule of estimating mainly for the familial defective, and the characteristics of this rule-like are to have uncertainty, also needs the professional to be confirmed whether equipment is estimated after being triggered.For example, two device trigger have been arranged same Expert Rules, but the expert may the operation of marking after analyzing in conjunction with actual conditions, and another has just ignored this rule.
Wherein monitoring information class quantity of state obtains by protecting communication system, can grasp in real time the state value of the protective relaying device of the whole network on-line operation, then marks according to its value.
S102 marks to the running status of protective relaying device according to the described monitoring information class quantity of state that obtains;
As one of them embodiment, respectively according to described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state to the protective relaying device scoring of classifying;
Sue for peace after the result of described classification scoring multiplied each other with default weight coefficient respectively, obtain the appraisal result to protective relaying device.
For example can adopt the dual scoring model of classification scoring and whole scoring, adopt bonus point system.
The classification scoring refers to mark respectively by monitoring information Regularia, physical message Regularia, Expert Rules class respectively, if the scoring of certain rule-like has surpassed threshold values, will not carry out the integral body scoring, directly is judged as unit exception, needs maintenance.
Whole scoring refers to the overall merit to Whole Equipment maintenance urgency: according to the partial status evaluation result, the bound fraction evaluation adopts suitable algorithm to draw Whole Equipment maintenance urgency grade to the influence degree of Whole Equipment function.For example, can mark according to following table.
Numbering Rule type Weight proportion
A The monitoring information Regularia 60%
B The physical message Regularia 20%
C The Expert Rules class 20%
As one of them embodiment, described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state the weight coefficient of corresponding appraisal result be respectively 60%, 20% and 20%.
Maintenance urgency=(A * 60%)+(B * 20%)+(C * 20%).
See also Fig. 2, be the scoring triggering schematic diagram of protective relaying device running status.When the action shown in the protective relaying device generation figure, start the scoring to it.
S103 judges the state grade of protective relaying device according to described appraisal result and the default state grade criteria for classifying;
As one of them embodiment, according to the difference of maintenance urgency, equipment state is divided into normal condition, attention state, abnormality, serious state four classes.Adopt the deduction of points system, initial score value 100 minutes divides if described appraisal result is 0-10, and PTS then divides for 90-100, judges that then protective relaying device is normal condition;
Divide if described appraisal result is 11-20, PTS then divides for 80-89, judges that then protective relaying device is attention state;
Divide if described appraisal result is 21-30, PTS then divides for 70-79, judges that then protective relaying device is abnormality.
If described appraisal result is more than 30 minutes, PTS then be 70 be below, judge that then protective relaying device is serious state.
State Normal condition Attention state Abnormality Serious state
The deduction of points of maintenance urgency 0~10 11~20 21~30 More than 30
PTS 90~100 80~89 70~79 Below 70
S104 carries out corresponding operation according to the described state grade of judging to protective relaying device.
According to the described state grade of judging, can carry out corresponding operation to protective relaying device.For example, carry out corresponding inspection operation.Also can send the early warning of protective relaying device Maintenance and Repair according to the state grade of judging, and propose the maintenance suggestion.
Compare with general technology; the present invention is based on the relaying protection on-line monitoring method of protecting communication system; by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device; can grasp in real time the actual motion state of protective relaying device; so that monitoring result is more pressed close to truth, improved accuracy.In addition, real-time of the present invention is higher, can realize automatic monitoring, and efficient improves greatly.
Import monitoring information class quantity of state by protecting communication system, can grasp in real time the actual motion state of protective relaying device, so that monitoring result is more pressed close to truth.
Use the evaluation algorithms of Real-time Monitoring Data to compare artificial periodic evaluation, the cycle is shorter, and real-time is higher, the Assessment process, and efficient improves greatly, is conducive in time and the scarce work that disappears of arranged rational scene.
Use the scoring item of the abundant characterization apparatus state of energy to reach tens of of three classes, by every weight that a large amount of field data statistical testing of business cycles draw, can guarantee that monitoring result is more accurate.
The present invention possesses the characteristics such as opening, comprehensive, logicality and study, estimates and Monitoring Data can constantly be improved every operational model and weight by accumulation, finally reaches satisfied evaluation and monitoring result.
See also Fig. 3, for the present invention is based on the structural representation of the relaying protection on-Line Monitor Device of protecting communication system.The present invention is based on the relaying protection on-Line Monitor Device of protecting communication system, comprise acquisition module 301, grading module 302, grade judge module 303 and Executive Module 304;
Described acquisition module 301 is used for by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device;
As one of them embodiment, described monitoring information class quantity of state is divided into monitoring information Regularia quantity of state, physical message Regularia quantity of state and Expert Rules class quantity of state according to Data Source.
Monitoring information class quantity of state obtains by protecting communication system, can grasp in real time the state value of the protective relaying device of the whole network on-line operation, then marks according to its value.
Described grading module 302 is used for according to the described monitoring information class quantity of state that obtains the running status of protective relaying device being marked;
As one of them embodiment, described grading module 302 comprises classification grading module and summation module;
Described classification grading module is used for respectively according to described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state the protective relaying device scoring of classifying;
Described summation module is sued for peace after the result who is used for that described classification is marked multiplies each other with the weight coefficient of presetting respectively, obtains the appraisal result to protective relaying device.
For example can adopt the dual scoring model of classification scoring and whole scoring, adopt bonus point system.
The classification scoring refers to mark respectively by monitoring information Regularia, physical message Regularia, Expert Rules class respectively, if the scoring of certain rule-like has surpassed threshold values, will not carry out the integral body scoring, directly is judged as unit exception, needs maintenance.
Whole scoring refers to the overall merit to Whole Equipment maintenance urgency: according to the partial status evaluation result, the bound fraction evaluation adopts suitable algorithm to draw Whole Equipment maintenance urgency grade to the influence degree of Whole Equipment function.
As one of them embodiment, described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state the weight coefficient of corresponding appraisal result be respectively 60%, 20% and 20%.
Described grade judge module 303 is used for judging the state grade of protective relaying device according to described appraisal result and the default state grade criteria for classifying;
As one of them embodiment, described according to described appraisal result and the default state grade criteria for classifying, adopt the deduction of points system, initial score value 100 minutes, divide if described appraisal result is 0-10, PTS then divides for 90-100, judges that then protective relaying device is normal condition;
Divide if described appraisal result is 11-20, PTS then divides for 80-89, judges that then protective relaying device is attention state;
Divide if described appraisal result is 21-30, PTS then divides for 70-79, judges that then protective relaying device is abnormality.
If described appraisal result is more than 30 minutes, PTS then be 70 be below, judge that then protective relaying device is serious state.
Described Executive Module 304 is used for according to the described state grade of judging, protective relaying device is carried out corresponding operation.
According to the described state grade of judging, can different maintenance suggestions be proposed to protective relaying device.For example, carry out local overhauling operation or the whole interruption maintenances of relevant apparatus of appointment.
Compare with general technology; the present invention is based on the relaying protection on-Line Monitor Device of protecting communication system; by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device; can grasp in real time the actual motion state of protective relaying device; so that monitoring result is more pressed close to truth, improved accuracy.In addition, real-time of the present invention is higher, can realize automatic monitoring, and efficient improves greatly.
The above embodiment has only expressed several execution mode of the present invention, and it describes comparatively concrete and detailed, but can not therefore be interpreted as the restriction to claim of the present invention.Should be pointed out that for the person of ordinary skill of the art without departing from the inventive concept of the premise, can also make some distortion and improvement, these all belong to protection scope of the present invention.Therefore, the protection range of patent of the present invention should be as the criterion with claims.

Claims (10)

1. the relaying protection on-line monitoring method based on guarantor's communication system is characterized in that, may further comprise the steps:
By protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device;
According to the described monitoring information class quantity of state that obtains, the running status of protective relaying device is marked;
According to described appraisal result and the default state grade criteria for classifying, judge the state grade of protective relaying device;
According to the described state grade of judging, protective relaying device is carried out corresponding operation.
2. the relaying protection on-line monitoring method based on protecting communication system according to claim 1; it is characterized in that; in the step of described monitoring information class quantity of state by protecting communication system Real-time Obtaining protective relaying device, described monitoring information class quantity of state is divided into monitoring information Regularia quantity of state, physical message Regularia quantity of state and Expert Rules class quantity of state according to Data Source.
3. the relaying protection on-line monitoring method based on protecting communication system according to claim 2 is characterized in that the described step that the running status of protective relaying device is marked may further comprise the steps:
Respectively according to described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state to the protective relaying device scoring of classifying;
Sue for peace after the result of described classification scoring multiplied each other with default weight coefficient respectively, obtain the appraisal result to protective relaying device.
4. the relaying protection on-line monitoring method based on protecting communication system according to claim 3; it is characterized in that; in the step of after described result with described classification scoring multiplies each other with default weight coefficient respectively, suing for peace, described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state the weight coefficient of corresponding appraisal result be respectively 60%, 20% and 20%.
5. the relaying protection on-line monitoring method based on protecting communication system according to claim 1 is characterized in that, and is described according to described appraisal result and the default state grade criteria for classifying, judges the step of the state grade of protective relaying device, may further comprise the steps:
If must being divided into greater than 90 minutes of described appraisal result, judge that then protective relaying device is normal condition;
If must being divided into more than or equal to 80 minutes and less than 89 minutes of described appraisal result, judge that then protective relaying device is attention state;
If must being divided into more than or equal to 70 minutes and less than 79 minutes of described appraisal result, judge that then protective relaying device is abnormality;
If must being divided into less than 70 minutes of described appraisal result, judge that then protective relaying device is serious state.
6. the relaying protection on-Line Monitor Device based on guarantor's communication system is characterized in that, comprises acquisition module, grading module, grade judge module and Executive Module;
Described acquisition module is used for by protecting the monitoring information class quantity of state of communication system Real-time Obtaining protective relaying device;
Described grading module is used for according to the described monitoring information class quantity of state that obtains the running status of protective relaying device being marked;
Described grade judge module is used for judging the state grade of protective relaying device according to described appraisal result and the default state grade criteria for classifying;
Described Executive Module is used for according to the described state grade of judging, protective relaying device is carried out corresponding operation.
7. the relaying protection on-Line Monitor Device based on protecting communication system according to claim 6; it is characterized in that described monitoring information class quantity of state is divided into monitoring information Regularia quantity of state, physical message Regularia quantity of state and Expert Rules class quantity of state according to Data Source.
8. the relaying protection on-Line Monitor Device based on protecting communication system according to claim 7 is characterized in that, described grading module comprises classification grading module and summation module;
Described classification grading module is used for respectively according to described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state the protective relaying device scoring of classifying;
Described summation module is sued for peace after the result who is used for that described classification is marked multiplies each other with the weight coefficient of presetting respectively, obtains the appraisal result to protective relaying device.
9. the relaying protection on-Line Monitor Device based on protecting communication system according to claim 8; it is characterized in that, described monitoring information Regularia quantity of state, described physical message Regularia quantity of state and described Expert Rules class quantity of state the weight coefficient of corresponding appraisal result be respectively 60%, 20% and 20%.
10. the relaying protection on-Line Monitor Device based on protecting communication system according to claim 6 is characterized in that, if must being divided into greater than 90 minutes of described appraisal result, then described grade judge module judges that protective relaying device is normal condition;
If must being divided into more than or equal to 80 minutes and less than 89 minutes of described appraisal result, then described grade judge module judges that protective relaying device is attention state;
If must being divided into more than or equal to 70 minutes and less than 79 minutes of described appraisal result, then described grade judge module judges that protective relaying device is abnormality;
If must being divided into less than 70 minutes of described appraisal result, then described grade judge module judges that protective relaying device is serious state.
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Cited By (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103823433A (en) * 2014-01-08 2014-05-28 国家电网公司 Method for realizing relay protection equipment on-line monitoring by use of communication process analysis
CN104375922A (en) * 2014-11-13 2015-02-25 国家电网公司 Detection method and device for electric power information system
CN104850482A (en) * 2014-08-25 2015-08-19 国家电网公司 Host equipment state detection method and device
CN105139294A (en) * 2015-09-23 2015-12-09 国网山西省电力公司大同供电公司 Power transmission and transformation device state evaluation method based on electrification detection
CN108648434A (en) * 2018-07-10 2018-10-12 中国南方电网有限责任公司超高压输电公司南宁局 A kind of relay protection action message remote transmitting system and teletransmission method

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000228823A (en) * 1999-02-08 2000-08-15 Hitachi Ltd Method for presuming failed equipment in power system
CN102222276A (en) * 2011-05-16 2011-10-19 广东电网公司深圳供电局 State maintenance method and device for secondary equipment of power grid
CN102324068A (en) * 2011-08-31 2012-01-18 广东省电力调度中心 Power secondary equipment risk assessment method and system thereof
CN102663565A (en) * 2012-04-24 2012-09-12 辽宁省电力有限公司抚顺供电公司 Secondary device status maintenance and evaluation system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JP2000228823A (en) * 1999-02-08 2000-08-15 Hitachi Ltd Method for presuming failed equipment in power system
CN102222276A (en) * 2011-05-16 2011-10-19 广东电网公司深圳供电局 State maintenance method and device for secondary equipment of power grid
CN102324068A (en) * 2011-08-31 2012-01-18 广东省电力调度中心 Power secondary equipment risk assessment method and system thereof
CN102663565A (en) * 2012-04-24 2012-09-12 辽宁省电力有限公司抚顺供电公司 Secondary device status maintenance and evaluation system

Cited By (6)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN103823433A (en) * 2014-01-08 2014-05-28 国家电网公司 Method for realizing relay protection equipment on-line monitoring by use of communication process analysis
CN103823433B (en) * 2014-01-08 2015-01-21 国家电网公司 Method for realizing relay protection equipment on-line monitoring by use of communication process analysis
CN104850482A (en) * 2014-08-25 2015-08-19 国家电网公司 Host equipment state detection method and device
CN104375922A (en) * 2014-11-13 2015-02-25 国家电网公司 Detection method and device for electric power information system
CN105139294A (en) * 2015-09-23 2015-12-09 国网山西省电力公司大同供电公司 Power transmission and transformation device state evaluation method based on electrification detection
CN108648434A (en) * 2018-07-10 2018-10-12 中国南方电网有限责任公司超高压输电公司南宁局 A kind of relay protection action message remote transmitting system and teletransmission method

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