CN1976153A - Fault information organizing method in electric network fault information system - Google Patents
Fault information organizing method in electric network fault information system Download PDFInfo
- Publication number
- CN1976153A CN1976153A CN 200610167799 CN200610167799A CN1976153A CN 1976153 A CN1976153 A CN 1976153A CN 200610167799 CN200610167799 CN 200610167799 CN 200610167799 A CN200610167799 A CN 200610167799A CN 1976153 A CN1976153 A CN 1976153A
- Authority
- CN
- China
- Prior art keywords
- fault
- protection
- report
- information
- action
- 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.)
- Pending
Links
Images
Landscapes
- Remote Monitoring And Control Of Power-Distribution Networks (AREA)
Abstract
A method for organizing fault information of electric network fault information system includes setting judgment principle of correlation on protection action and oscillographic data as well as action report at one fault, setting up protection action report as per action event and relevant data, generating oscillographic brief report according to data generated by oscillograph, organizing fault report of station and interval layer based on two said reports then organizing fault report on electric network level based on fault report of station and interval layer.
Description
Technical field
The present invention is applied to the dispatching automation of electric power systems field, particularly the integration and the Intelligent treatment of information such as the protection incident that produces in the electric network fault process, recorder data, switch changed position.
Background technology
Along with the development of computer and mechanics of communication, the uses of smart machine in electrical network such as microcomputer type relay protection, automatics, fault oscillograph are very general.When power system was broken down or be disturbed, these equipment all can record a large amount of data and information.In order to realize the comprehensive utilization of these information, clearly propose in " State Power Corporation's electrical network electrical secondary system Tenth Five-year plan " report, strengthen the information-based and intelligent of power network dispatching system, provide real time fail information in break down Shi Nengwei scheduling of electrical network, improve the automatization level of scheduling.For this reason, domestic each big grid company or by the mode of networking, is actively carried out the construction of fault message net, to realize on-line automatic transmission and the management function of fault message.
Different with in general sense supervisory control system is; failure information system can not be to carry out the operation monitoring of equipment and SOE record queries etc. simply; must carry out analytical integration to the recorder data of smart machine record in the electric network fault process and protection action message etc.; in the scope of an electric network fault, fault message is organized; and present way is generally just carried out association to fault message simply on the basis of sequential; perhaps just be confined on mechanical floor and the wall simple process with facility information; integrated results is not sufficiently complete and orderliness; the cooperation of a secondary device and the important informations such as signal contact between smart machine have been ignored; shortage is to effective arrangement of fault message, the classification of information handle and the foundation of organize models on do not have good solution.Therefore, proposed a kind of fault message organizational principle and organize models among the present invention, this is the new trial of doing on the basis of system's operating experience accumulation.
Summary of the invention
The present invention proposes a kind of method for organizing of electric network fault information; its objective is and be to guarantee in electric network fault; the accuracy that various information is collected and and integrality; be all kinds of fault messages of integrated application; failure condition and protection action situation are carried out Intelligent treatment and fault diagnosis; automatically generate the action report of protection and action evaluation etc. accurate, complete basic data is provided, also be convenient to simultaneously the management work such as storage, inquiry, demonstration of fault message.
Electric network fault refer to when electrical network break down and protected wait secondary device to experience after; from system, excise the faulty equipment of operation by circuit breaker trip; thereafter trouble point or zone are by the automatic reclosing Power resumption, and perhaps faulty equipment is by the process of permanent sequestration.The fault message that comprises in an electric network fault process has been contained the moving process of startup, action and the circuit breaker of the overall process of fault generation, development, excision and protective device, fault oscillograph.According to the behavior and the information source of distinct device, can be divided into protective device, at interval, the fault message institutional framework of different levels such as transformer station, electrical network.
According to the present invention, the tissue and the processing method of the fault message that electrical network is produced in the primary fault process is provided, comprise following steps:
A. set up the action bulletin of protection and form action report of protection device according to the recorder data of protecting according to the protection action event, comprising
Character to the protection event defines, and specifically is divided into startup, outlet, fault parameter, common event;
Determine according to the contained information of protection event whether they belong to a fault, and judgment principle is difference with the difference of the contained information of protection event, be divided into and calculate fault zero constantly and set two kinds of reset times;
Fault parameter arrangement fault bulletin according to protection event argument and protection action comprises fault time, separate, fault phase electric current;
Protection bulletin and protect recorder data related and form complete protection action report, its relevance principle is identical with relevance principle between the protection event,
B. the recorder data that produces according to oscillograph generates record ripple bulletin, and according to the faulty equipment in the record ripple bulletin recorder data is screened, and only keeps the part relevant with faulty equipment;
C. on the basis of protection action report and record ripple bulletin, organize in the station and the Trouble Report of wall;
D. form the Trouble Report of electrical network level at the basis of transformer station and wall Trouble Report tissue.
In order to finish the fault information association of primary fault lower device layer; set up protection action report and the report of record ripple; the present invention determines according to the information of protection event whether they belong to a fault; the contained information of protection event comprises zero moment of fault, event relative time, fault sequence number etc.; judgment principle is difference with the difference of the contained information of protection event, is divided into two kinds of zero moment of calculating fault and given reset times.Determinant attribute for the action bulletin that is protected; as whether trip, fault is separate etc.; consider the operability of engineering construction simultaneously; the present invention classifies to the character of protection incident; be divided into startup, outlet, fault parameter, common event four classes; but be not limited thereto, the determinant attribute of action bulletin can obtain according to the character type and the parameter of contained incident.
Basis in protection action report and the report of record ripple organizes the process of electric network fault report may further comprise the steps: set three time errors, be respectively applied to in the interval between the device, with in the station between the different interval device, between the different station arrangement, be used for escaping to the time or device sensitivity difference time difference of causing; The time difference is organized transformer station, wall Trouble Report less than the principle that time error is belonged to an electric network fault constantly according to fault zero with device in the interval; On the basis of substation level Trouble Report, whether organize the fault message of electrical network level less than principles such as assigned errors according to having or not direct topology contact and starting the time difference.
Because a variety of causes, there is the possibility of associated errors in actual use in the fault message element of mentioning among the present invention, and therefore manual restructuring and editor's function need be provided.In order to guarantee consistent with raw information, the incidence relation between the fault message element of mentioning is in the present invention identified by the identification number of level under increasing, so that any one information element adds in the primary fault message structure easily or withdraws from.
To the examination of the interior non-fault message of standing comprise the steps: to set up various information on send principle, when operation according to the principle of sending of the different situations in the station and user's request setting various information; In transformer station, set up information cache mechanism, according on send principle information to be selected give.
The electric network fault Information Organization method that the present invention proposes provides the foundation for setting up the fault data platform, is conducive to carry out more profound fault message integrated application.
Description of drawings
The present invention is further described in more detail below in conjunction with drawings and the specific embodiments.
Fig. 1 is a fault information organization level schematic diagram;
Fig. 2 is a device internal fault associating information;
Fig. 3 is that Trouble Report is integrated between device.
Embodiment
Information process and organize models under the electrical network primary fault in accompanying drawing 1, have been provided, fault message divides three layers to organize in this model: the 1) Trouble Report of device layer, the device here refers to protection, oscillograph etc., finish in the process of " tissue device's Trouble Report " shown in the figure, result comprises to be opened before and after starting fault time, device into information such as displacement, record ripple start-up times, record ripple bulletin for the oscillograph generation, can also recorder data be screened according to the faulty equipment in the bulletin, only keep the part relevant with faulty equipment; 2) fault message of transformer station and wall, " the internal fault associating information of standing " part shown in the figure is finished, and result comprises the device of action under fault time, between-failures and the interval etc.; 3) all information under electric network fault, " electric network fault of tissue " part shown in the figure is finished, and result comprises the device action information of fault parameter and each side.In addition, to the information of sending of transformer station, i.e. the 3rd step of the information processing shown in the figure need in transformer station on the related basis of integrating of plant failure report, be carried out necessary filtration according to certain rule to fault message and select.
When on protection information or record ripple file, delivering to the fault message substation, at first will install the processing module that the information of sending is sent into the substation.In the processing module of substation, set up caching mechanism according to fault message organizational form shown in Figure 1; information element in the buffer memory is by tree type tissue; be divided into primary fault; the interval that primary fault comprises; device report at interval; protection incident in the device report; record ripple file etc.; wherein; the attribute of primary fault comprises ID; describe etc.; plant failure Report Properties under wall and the interval all has the member of an affiliated fault ID; the ID attribute that also has self in the attribute of plant failure report; except General Properties, has only one of affiliated Trouble Report ID in the information element under the device report; the purpose of why doing like this is because wall is a management concept; generally do not need fault to be inquired about from wall; and the plant failure report has embodied the runnability of a table apparatus; often need the action situation of device in inquiry a period of time, the purpose of setting up Trouble Report ID is for the ease of the statistic device Trouble Report.
When new protection information or recorded wave file enter processing module, at first carry out related according to existing device action report in set rule and the buffer memory.If be successfully associated, namely new information belong in the buffer memory certain once move, again according to sending rule information to be carried out sending on the needs whether the judgement of main website on the set information; If related failure; then come action report or the report of record ripple of organization protection according to new information category; judge according to established rule whether this device action report can be related with other action reports in the buffer memory then; if again related failure is then according to No way out being arranged or having fault-free to determine whether that needs set up electric network fault one time.
In message processing module, with the implementation process of device information correlation rule as shown in Figure 2, mainly be divided into and calculate fault zero constantly and set dual mode reset time.Wherein calculate fault zero implementation process constantly in two steps, at first calculate the fault zero of certain device information constantly, determine their whether associations according to whether identical the fault of two information zero constantly then, and the fault time of zero moment of fault as device level bulletin, consider device operation principle and the difference of difference in functionality piece on sensitivity, can provide the error of 1-2 millisecond during actual judgement.Fault zero calculating constantly is divided into following two kinds of situations: 1) absolute time and the relative time of protection incident are all non-vanishing, and fault zero constantly equals absolute time and deducts relative time; 2) relative time of protection incident is 0, but the fault sequence number is effective, and this is to come between judgement information onrelevant being arranged according to the fault sequence number is whether identical, in this case, the absolute time of event at first be whole device report fault zero constantly.Set the interrelational form of reset time; main in order to adapt to relative time and all invalid situation of fault sequence number, its implementation process is such: given protection reset time, judge that whether two time differences between the information are less than reset time; less than reset time then can be related, otherwise can not.The setting of reset time can rule of thumb provide, and generally is about 20 seconds.Compare with zero moment of fault mode, this interrelational form is not enough strict.
When organizing substation level fault bulletin in the level message processing module of substation, whether what need describe the plant failure bulletin is to judge that the implementation process of judgment principle can be with reference to the accompanying drawings shown in 3 with an electric network fault.In this step; time principle is the primary foundation of fault associating information; consider the asynchronism of information clock in the real system; in judgement, introduced the relation between device; be that the protected primary equipment classification shown in the right side is judged in the accompanying drawing 3, and the time of delivering to the backstage on the information is as the auxiliary judgment condition.Its judgment principle mainly is to depend on three time errors, be respectively with in the interval device between time error, with the station in the device between time error, backstage accept time error, during to time error, think then that twice bulletin is relevant less than given in the fault zero of the device bulletin time difference between constantly; If the fault zero of two device bulletins constantly greater than given to time error, and recently between a period of time device and the backstage communication normal, then accept the time according to the backstage and whether judge less than assigned error whether two bulletins related.
In the message processing module of substation, finish after the association of burst information, need to judge whether this information needs to send main website, mainly contain two purposes: the one, with the shielding of the disturbance information of electrical network in the substation, the 2nd, when fault, send the information that can reflect failure condition on only.In order to realize this two purposes, at first the character of protection event is classified, be divided into startup, outlet, fault parameter, common event four classes, the determinant attribute of action bulletin can obtain according to character type and the parameter of contained event, its implementation process is as follows: if the outlet event is arranged in the bulletin, then the character of this report is the protection action; If the No way out event, then this report character starts for protection; Character is the protection event of fault parameter, mainly refers to range finding, separate etc., can distinguish corresponding parameter value to enrich the bulletin content according to keyword.When having only under the primary fault when starting report, then protect action message all to send on not, report out of order special circumstances if this moment occurred certain relevant record ripple, then record ripple report and the protection down of the out of order interval incident element under reporting and send on whole; When in certain the device report under the primary fault outlet being arranged, then this device report place at interval following all information give on whole.
Main website is to the tissue treatment process of fault message, and is relevant with the performance of substation.When the substation possessed above-mentioned fault message function of organization, the groundwork that main website handles fault message was the associating information of finishing between the different stations; When the concrete fault message correlation function in substation, what main website at first will do is the tissue of finishing the substation fault message, and its organizational process as previously mentioned.The fault message organize models of on the basis of the substation fault message of organizing the correlation of the information between different substation being judged then and being described according to the present invention sets up once complete electric network fault message structure.Whether at first between primary equipment corresponding to judgment means have topology contact, secondly be to judge according to the timing that fault message produces if in the fault message processing procedure of main website, whether can be defined as the judgment principle that produces with electric network fault to the action report at difference station.This organizational process is embodied in the accompanying drawing 3.Wherein, what contact was judged to topology is that process is as follows: 1) at first be whether the protection domain of judging two devices has intersection, classification difference with the faulty equipment original paper in protection classification or the report of record ripple is carried out different processing, be divided into the situations such as circuit, bus, transformer, breaker, consider probability and complex fault processing reliability that physical fault takes place, realize and only to contact be judged as topology with bus equipment; The bypass protection adjusted along with the method for operation of equipment for protection, when normally a certain protection in the route protection withdrawed from when considering actual motion, drop into bypass protection, so the bypass protection interval can be thought and all line segregations all belong to same circuit; 2) secondly being the action report of judging satisfying the topology contact, according to timing the protection action report being carried out association again, when using timing that action report is carried out association, is to adopt the mode of setting time error equally.Adopted two time errors on the implementation, be respectively different stations time error and backstage are accepted time error, during to time error, think then that twice bulletin is relevant less than given in the fault zero of the device bulletin time difference between constantly; If the fault zero of two device bulletins constantly greater than given to time error, and communication is all normal between interior relevant station of a period of time and relevant apparatus and the backstage recently, then accepts the time according to the backstage and whether judges less than assigned error whether two bulletins can be related.3) the auxiliary discrimination principle of another one is if had device corresponding to latest report in the current electric network fault, and is then no longer related; The prerequisite that this principle exists is that protection action and coincidence outlet belong to once moving bulletin.
More than describe the embodiment of the present invention in automatic running in detail, it must be admitted that, this method can not guarantee under any electric network fault can both true(-)running, there is the possibility of associated errors in actual use in the fault message element of mentioning among the present invention, and therefore manual reorganization and editor's function need be provided.In order to guarantee consistent with raw information, between the fault message element of mentioning in the present invention the embodiment of incidence relation only with increase under ID number of level, any one information element can be added from primary fault information or withdraw from easily, an electric network fault Information Organization structure is carried out off-line adjustment and modification, realize the filing management of fault message, convenient inquiry and fault recurrence.
And scope of the present invention should not be limited to these descriptions.Any modification, improvement in principle of the invention scope all belongs to protection scope of the present invention.
Claims (3)
1, the tissue and the processing method of the fault message that electrical network is produced in the primary fault process comprise following steps:
A. set up the action bulletin of protection and form action report of protection device according to the recorder data of protecting according to the protection action event, comprising
Character to the protection event defines, and specifically is divided into startup, outlet, fault parameter, common event;
Determine according to the contained information of protection event whether they belong to a fault, and judgment principle is difference with the difference of the contained information of protection event, be divided into and calculate fault zero constantly and set two kinds of reset times;
Fault parameter arrangement fault bulletin according to protection event argument and protection action comprises fault time, separate, fault phase electric current;
Protection bulletin and protect recorder data related and form complete protection action report, its relevance principle is identical with relevance principle between the protection event,
B. the recorder data that produces according to oscillograph generates record ripple bulletin, and according to the faulty equipment in the record ripple bulletin recorder data is screened, and only keeps the part relevant with faulty equipment;
C. on the basis of protection action report and record ripple bulletin, organize in the station and the Trouble Report of wall;
D. form the Trouble Report of electrical network level at the basis of transformer station and wall Trouble Report tissue.
2, method according to claim 1, wherein step c further comprises:
Set three time errors, be respectively applied to in the interval between the device, with in the station between the device, between the different station arrangement, be used for escaping to the time or device sensitivity difference time difference of causing;
Constantly whether in the error range of setting, determine that with reference to the time of accepting of main website whether device action is correlated with, and organizes the Trouble Report of transformer station and wall on this basis under certain condition according to the topology contact between the device and fault zero simultaneously;
Organize the electric network fault report on the basis of transformer station and wall Trouble Report.
3, according to the method for claim 1, further comprise, comprise step the examination of non-effective fault message in the transformer station:
Set up various information on send principle, the principle of sending in when operation according to the different situations in the station and user's request setting various information;
In transformer station, set up information cache mechanism, according on send principle information to be selected give.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN 200610167799 CN1976153A (en) | 2006-12-22 | 2006-12-22 | Fault information organizing method in electric network fault information system |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN 200610167799 CN1976153A (en) | 2006-12-22 | 2006-12-22 | Fault information organizing method in electric network fault information system |
Publications (1)
Publication Number | Publication Date |
---|---|
CN1976153A true CN1976153A (en) | 2007-06-06 |
Family
ID=38126013
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN 200610167799 Pending CN1976153A (en) | 2006-12-22 | 2006-12-22 | Fault information organizing method in electric network fault information system |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN1976153A (en) |
Cited By (13)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102064607A (en) * | 2010-12-20 | 2011-05-18 | 浙江省电力公司 | Implementation method for forwarding transformer station fault analysis brief to master station |
CN102707199A (en) * | 2012-06-29 | 2012-10-03 | 广东电网公司佛山供电局 | Intelligent diagnosis method and system of dispatching warning message of power grid |
CN102761174A (en) * | 2012-07-30 | 2012-10-31 | 山东电力集团公司青岛供电公司 | Fault intelligent diagnosis and analysis system and method based on dispatching integrated data platform |
CN103106341A (en) * | 2013-01-22 | 2013-05-15 | 中国南方电网有限责任公司超高压输电公司广州局 | Method and system capable of intelligently analyzing direct current protection accident |
CN103235240A (en) * | 2013-04-25 | 2013-08-07 | 国家电网公司 | Alarm diagnosis method and system based on protection message |
CN103728536A (en) * | 2013-12-11 | 2014-04-16 | 国家电网公司 | Multi-source data grid fault identification method |
CN104200401A (en) * | 2014-09-11 | 2014-12-10 | 南京南瑞继保工程技术有限公司 | Adaptive time window based safe action message analyzing and processing method |
CN104931831A (en) * | 2015-06-18 | 2015-09-23 | 广东电网有限责任公司电力调度控制中心 | Troubleshooting information acquisition method and system |
CN105093033A (en) * | 2015-09-01 | 2015-11-25 | 华中电网有限公司 | Power grid multi-source information-based fault integrated analysis system and analysis method |
CN106483401A (en) * | 2016-09-28 | 2017-03-08 | 许昌许继软件技术有限公司 | A kind of fault zero moment determination methods based on recorder data and device |
CN107733085A (en) * | 2017-10-24 | 2018-02-23 | 许继电气股份有限公司 | A kind of generation method of intelligent substation prudential sub-station Trouble Report and its substation |
CN110878692A (en) * | 2018-09-05 | 2020-03-13 | 北京国双科技有限公司 | Fault alarm method and device |
CN112052221A (en) * | 2020-08-31 | 2020-12-08 | 许继集团有限公司 | Method for displaying action report data in stability control device |
-
2006
- 2006-12-22 CN CN 200610167799 patent/CN1976153A/en active Pending
Cited By (23)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN102064607A (en) * | 2010-12-20 | 2011-05-18 | 浙江省电力公司 | Implementation method for forwarding transformer station fault analysis brief to master station |
CN102707199A (en) * | 2012-06-29 | 2012-10-03 | 广东电网公司佛山供电局 | Intelligent diagnosis method and system of dispatching warning message of power grid |
CN102707199B (en) * | 2012-06-29 | 2015-03-18 | 广东电网公司佛山供电局 | Intelligent diagnosis method and system of dispatching warning message of power grid |
CN102761174A (en) * | 2012-07-30 | 2012-10-31 | 山东电力集团公司青岛供电公司 | Fault intelligent diagnosis and analysis system and method based on dispatching integrated data platform |
CN102761174B (en) * | 2012-07-30 | 2014-06-11 | 山东电力集团公司青岛供电公司 | Fault intelligent diagnosis and analysis system and method based on dispatching integrated data platform |
CN103106341B (en) * | 2013-01-22 | 2016-03-16 | 中国南方电网有限责任公司超高压输电公司广州局 | A kind of direct current protection accident intelligent analysis method and system |
CN103106341A (en) * | 2013-01-22 | 2013-05-15 | 中国南方电网有限责任公司超高压输电公司广州局 | Method and system capable of intelligently analyzing direct current protection accident |
CN103235240A (en) * | 2013-04-25 | 2013-08-07 | 国家电网公司 | Alarm diagnosis method and system based on protection message |
CN103235240B (en) * | 2013-04-25 | 2015-08-05 | 国家电网公司 | Based on the warning diagnostic method and system of protection message |
CN103728536A (en) * | 2013-12-11 | 2014-04-16 | 国家电网公司 | Multi-source data grid fault identification method |
CN103728536B (en) * | 2013-12-11 | 2018-05-29 | 国家电网公司 | Multi-source data grid fault identification method |
CN104200401A (en) * | 2014-09-11 | 2014-12-10 | 南京南瑞继保工程技术有限公司 | Adaptive time window based safe action message analyzing and processing method |
CN104931831A (en) * | 2015-06-18 | 2015-09-23 | 广东电网有限责任公司电力调度控制中心 | Troubleshooting information acquisition method and system |
CN104931831B (en) * | 2015-06-18 | 2016-06-08 | 广东电网有限责任公司电力调度控制中心 | Fault handling information acquisition methods and system |
CN105093033B (en) * | 2015-09-01 | 2017-11-03 | 华中电网有限公司 | A kind of analysis method of the comprehensive analysis of fault system based on power network multi-source information |
CN105093033A (en) * | 2015-09-01 | 2015-11-25 | 华中电网有限公司 | Power grid multi-source information-based fault integrated analysis system and analysis method |
CN106483401A (en) * | 2016-09-28 | 2017-03-08 | 许昌许继软件技术有限公司 | A kind of fault zero moment determination methods based on recorder data and device |
CN107733085A (en) * | 2017-10-24 | 2018-02-23 | 许继电气股份有限公司 | A kind of generation method of intelligent substation prudential sub-station Trouble Report and its substation |
CN107733085B (en) * | 2017-10-24 | 2020-10-23 | 许继电气股份有限公司 | Method for generating fault report of information protection substation of intelligent substation and substation |
CN110878692A (en) * | 2018-09-05 | 2020-03-13 | 北京国双科技有限公司 | Fault alarm method and device |
CN110878692B (en) * | 2018-09-05 | 2023-10-27 | 北京国双科技有限公司 | Fault alarm method and device |
CN112052221A (en) * | 2020-08-31 | 2020-12-08 | 许继集团有限公司 | Method for displaying action report data in stability control device |
CN112052221B (en) * | 2020-08-31 | 2024-04-16 | 许继集团有限公司 | Method for displaying action report data in stability control device |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN1976153A (en) | Fault information organizing method in electric network fault information system | |
CN106709580B (en) | Transformer substation secondary system operation and maintenance cloud platform | |
KR101285065B1 (en) | System and method for managing a distribution system | |
CN103001328B (en) | Fault diagnosis and assessment method of intelligent substation | |
CN101714780A (en) | Relay protection running management information system | |
AU2003230240B2 (en) | Method and system for on-line dynamical screening of electric power system | |
CN101413981B (en) | Electric power system operation standby reliability testing system | |
CN104753178A (en) | Power grid fault handling system | |
CN1120556C (en) | In-line monitoring and prevention control system with stable transient for power system | |
CN106124935A (en) | Middle and low voltage network Fault Locating Method | |
MX2013000577A (en) | Machine learning for power grids. | |
CN108988487B (en) | Power grid power failure event identification method based on multidimensional data | |
CN102497024A (en) | Intelligent warning system based on integer programming | |
CN108983043A (en) | Power distribution network mesolow side operational monitoring main website management system | |
CN101833324A (en) | Intelligent fault diagnosis system in tread extrusion process and diagnosis method thereof | |
CN1972287B (en) | Communication protocol record analysis apparatus and its analysis method | |
CN112072642B (en) | Method for estimating abnormal operation state of power system | |
CN116401605A (en) | Power failure waveform judging system and method | |
CN105337314A (en) | Multisource coordination control fault treatment method based on distributed power supply black start technology | |
Deliyannides et al. | Design criteria for an integrated microprocessor-based substation protection and control system | |
CN114925960A (en) | Method and device for evaluating whole operation process of transformer substation | |
CN104516953B (en) | A kind of black box subsystem for power dispatching automation magnanimity message | |
CN112054510B (en) | Method for estimating abnormal operation state of power system | |
CN107896002A (en) | 10kV feeder loads monitor active alarm system | |
CN110321527B (en) | Data validity judging method based on multi-element basic information fusion |
Legal Events
Date | Code | Title | Description |
---|---|---|---|
C06 | Publication | ||
PB01 | Publication | ||
C10 | Entry into substantive examination | ||
SE01 | Entry into force of request for substantive examination | ||
C12 | Rejection of a patent application after its publication | ||
RJ01 | Rejection of invention patent application after publication |