CN112214974A - Intelligent rail crossing oriented alarm information merging analysis processing method - Google Patents
Intelligent rail crossing oriented alarm information merging analysis processing method Download PDFInfo
- Publication number
- CN112214974A CN112214974A CN202011078874.0A CN202011078874A CN112214974A CN 112214974 A CN112214974 A CN 112214974A CN 202011078874 A CN202011078874 A CN 202011078874A CN 112214974 A CN112214974 A CN 112214974A
- Authority
- CN
- China
- Prior art keywords
- alarm
- merging
- point
- merged
- merge
- 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
Links
- 238000003672 processing method Methods 0.000 title claims abstract description 10
- 238000004458 analytical method Methods 0.000 title claims abstract description 9
- 238000000034 method Methods 0.000 claims abstract description 25
- 238000012545 processing Methods 0.000 claims abstract description 24
- 238000013507 mapping Methods 0.000 claims abstract description 23
- 238000005259 measurement Methods 0.000 claims description 18
- 230000002159 abnormal effect Effects 0.000 claims description 17
- 238000011084 recovery Methods 0.000 claims description 15
- 238000012790 confirmation Methods 0.000 claims description 9
- 230000006870 function Effects 0.000 claims description 7
- 230000008569 process Effects 0.000 claims description 3
- 238000012544 monitoring process Methods 0.000 description 8
- 230000007246 mechanism Effects 0.000 description 2
- 230000008859 change Effects 0.000 description 1
- 230000007547 defect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000005662 electromechanics Effects 0.000 description 1
- 238000005516 engineering process Methods 0.000 description 1
- 238000012986 modification Methods 0.000 description 1
- 230000004048 modification Effects 0.000 description 1
- 230000008439 repair process Effects 0.000 description 1
- 238000004904 shortening Methods 0.000 description 1
- 238000006467 substitution reaction Methods 0.000 description 1
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/174—Form filling; Merging
-
- B—PERFORMING OPERATIONS; TRANSPORTING
- B61—RAILWAYS
- B61L—GUIDING RAILWAY TRAFFIC; ENSURING THE SAFETY OF RAILWAY TRAFFIC
- B61L27/00—Central railway traffic control systems; Trackside control; Communication systems specially adapted therefor
- B61L27/50—Trackside diagnosis or maintenance, e.g. software upgrades
- B61L27/57—Trackside diagnosis or maintenance, e.g. software upgrades for vehicles or trains, e.g. trackside supervision of train conditions
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/22—Indexing; Data structures therefor; Storage structures
- G06F16/2282—Tablespace storage structures; Management thereof
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F16/00—Information retrieval; Database structures therefor; File system structures therefor
- G06F16/20—Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
- G06F16/24—Querying
- G06F16/245—Query processing
- G06F16/2458—Special types of queries, e.g. statistical queries, fuzzy queries or distributed queries
- G06F16/2462—Approximate or statistical queries
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F40/00—Handling natural language data
- G06F40/10—Text processing
- G06F40/166—Editing, e.g. inserting or deleting
- G06F40/177—Editing, e.g. inserting or deleting of tables; using ruled lines
- G06F40/18—Editing, e.g. inserting or deleting of tables; using ruled lines of spreadsheets
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION 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
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/10—Services
- G06Q50/26—Government or public services
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- Business, Economics & Management (AREA)
- General Engineering & Computer Science (AREA)
- General Health & Medical Sciences (AREA)
- Health & Medical Sciences (AREA)
- Computational Linguistics (AREA)
- Artificial Intelligence (AREA)
- Audiology, Speech & Language Pathology (AREA)
- Databases & Information Systems (AREA)
- Probability & Statistics with Applications (AREA)
- Software Systems (AREA)
- Data Mining & Analysis (AREA)
- Tourism & Hospitality (AREA)
- Educational Administration (AREA)
- Human Resources & Organizations (AREA)
- Marketing (AREA)
- Primary Health Care (AREA)
- Strategic Management (AREA)
- General Business, Economics & Management (AREA)
- Economics (AREA)
- Development Economics (AREA)
- Mechanical Engineering (AREA)
- Biomedical Technology (AREA)
- Fuzzy Systems (AREA)
- Mathematical Physics (AREA)
- Alarm Systems (AREA)
Abstract
The invention relates to an intelligent rail traffic oriented alarm information merging analysis processing method, which comprises the following steps: step S1Selecting whether the alarm is merged or not through a merging mark Mode of the configuration file; if the merge flag Mode is 0, the merge alarm is not satisfied; if the merge flag Mode is 1, alarm merge is indicated; step S2Acquiring the alarm generation quantity of the DI points in real time; step S3After the acquired alarm number, judging whether the alarm message needs to be returnedIf the Mode value is equal to 1 and the merge value of a single DI point is merged, the alarm message needs to be merged; step S4If the alarm messages need to be combined, performing alarm message mapping processing, if the alarm messages do not need to be combined, generating the alarm messages, and storing the generated alarm messages; step S5After the alarm message is mapped, different alarm types of the same DI point are merged, analyzed and processed. Compared with the prior art, the method has the advantages that various alarm merging modes can be realized, and the like.
Description
Technical Field
The invention relates to an alarm technology of a rail transit signal system, in particular to an intelligent rail transit-oriented alarm information merging analysis processing method.
Background
At present, a comprehensive monitoring system is an important system for monitoring the running state and environment of vehicles in the field of rail transit, and the comprehensive monitoring system can be used for monitoring the states of different specialties such as power supply, electromechanics, fire alarm, entrance guard, shielded gate, signal system and the like in real time. These specialties contain a large number of devices, and the states of the devices can change in real time when the train runs normally, so that a large number of alarms are generated. Alarm processing is an important part of the whole monitoring system and is also an important basis for engineering personnel to find equipment faults and process field problems.
The alarm information contained in the same equipment when the equipment breaks down and repairs the fault is basically the same, but the state value and the occurrence time of the equipment are different, the traditional alarm mode is that the fault alarm, the recovery alarm and the confirmation alarm respectively generate event records, the generated alarm data are various, and most of the alarm information of the same equipment is distributed on different pages. A large amount of similar alarms of the same equipment bring great inconvenience to checking of operators, certain confusion exists for field personnel to analyze whether equipment faults are solved, most importantly, the large amount of alarms occupy the space of a database, and 2-3 times of storage pressure is brought to a magnetic disk.
Disclosure of Invention
The invention aims to overcome the defects of the prior art and provide an intelligent rail-oriented alarm information merging, analyzing and processing method.
The purpose of the invention can be realized by the following technical scheme:
according to one aspect of the invention, an intelligent rail crossing oriented alarm information merging analysis processing method is provided, and the method comprises the following steps:
step S1Reading an alarm. ini configuration file, and selecting whether the alarm is merged or not through a merging mark Mode of the configuration file; if the merge flag Mode is 0, it indicates that the conventional alarm generation method is used, i.e. the merge alarm is not used, and the step S is directly performed6(ii) a If merge flag Mode is 1, all DI points have alarm merge function, proceed to step S2Then, step S is performed3;
Step S2Acquiring the alarm generation quantity almNum of the DI points in real time, and if the alarm generation quantity almNum is more than 0, performing the step S3Otherwise, continuing to execute step S2;
Step S3Judging whether the alarm message needs to be merged or not after the obtained alarm number almNum, if the Mode value is equal to 1 and the merge value of a single DI point is merging, indicating that the alarm message needs to be merged, otherwise, indicating that the merging processing is not needed;
step S4If the alarm messages need to be combined, performing alarm message mapping processing, if the alarm messages do not need to be combined, generating the alarm messages, and storing the generated alarm messages;
step S5After the alarm message is mapped, merging, analyzing and processing different alarm types of the same DI point;
step S6History storage is carried out on the alarm result, and then the step S is continuously executed2。
As a preferred technical proposal, the step S3The method specifically comprises the following steps:
step S31The merging of the alarms is to meet the requirement that the Mode is 1 and the merge value of a single point is merged, and the Mode value passes through the step S2Reading an alarm. ini configuration file, and storing a read result in an internal memory;
step S32And judging whether the merge value is merged or not according to the measurement type of the DI point, wherein if the measurement type in the measurement type table corresponding to the DI point is configured to be merged, the DI point has a merging function.
As a preferred technical solution, the measurement type table of the DI point includes fault/normal, alarm/normal, on/off, closing/opening.
As a preferable technical proposal, the S4The method specifically comprises the following steps:
step S41The mapping processing of the alarm is to adopt map table mapping to the alarm according to the situation that the DI point needs to be merged, and the map table comprises a fault alarm map table and an unknown alarm map table;
step S42Mapping a fault alarm map table;
step S43And mapping an unknown alarm map table.
As the preferred technical scheme, the alarm messages of the same DI point are divided into abnormal alarm, recovery alarm and confirmation alarm.
As a preferable technical scheme, the abnormal alarm comprises a fault alarm and an unknown alarm.
As a preferred technical solution, the unknown alarm is a double-site alarm.
As a preferred technical solution, the map table maps the fault alarm information { uuid, datatime, pointcode, text, state } into the corresponding DI point code.
As a preferred technical solution, the map table for mapping unknown alarms maps the information { uuid, datetime, pointcode, text, state } of the unknown alarms into corresponding DI point codes.
As a preferable technical proposal, the S5The method specifically comprises the following steps:
step S51Judging whether a recovery alarm or a confirmation alarm exists;
step S52Searching for restoring the alarm or confirming whether the alarm point code exists in a fault alarm map table or an unknown alarm map table;
step S53Merging the existing abnormal alarms in the database, wherein the abnormal alarms comprise fault alarms and unknown alarms;
step S54And deleting the fault alarm records in the map mapping table.
Compared with the prior art, the invention has the following advantages:
1. the invention can realize the support of various alarm merging modes by setting the alarm file;
2. according to the invention, different DI points are configured through the measurement type of the configuration point code, so that the individual combination requirements of different point codes can be met, and the flexibility of the alarm monitoring function in an urban rail monitoring system is increased;
3. the invention reduces the number of alarm display and storage by merging the abnormal alarm, the recovery alarm and the confirmation alarm, and is convenient for the system user and manager;
4. the invention uses the memory to record the Map fault table and the Map unknown fault table, thereby increasing the real-time of alarm merging, simultaneously increasing the function of dual-point merging processing and increasing the application scene of alarm merging.
Drawings
FIG. 1 is an overall flow chart of the alarm merge analysis of the present invention;
FIG. 2 is a diagram of an alarm message and a measurement type table association according to the present invention;
FIG. 3 is a map mapping table according to the present invention;
fig. 4 is a method for alarm merging processing according to the present invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are some, not all, embodiments of the present invention. All other embodiments, which can be obtained by a person skilled in the art without any inventive step based on the embodiments of the present invention, shall fall within the scope of protection of the present invention.
Referring to fig. 1-4, a technical solution of the present invention is described, first, referring to fig. 1, an overall flowchart of an alarm merge analysis of the present invention is described, and on this basis, referring to fig. 2-4, association between an alarm message and a measurement type table, a map mapping mechanism, and an alarm merge processing method of the present invention are described.
Referring to fig. 1, the invention is a method for merging alarms in the field of intelligent rail transit, which is mainly used in the field of subway monitoring, and the overall process of alarm merging analysis comprises the following steps:
step 100, firstly, reading a value of a merging flag Mode in an alarm. Wherein, the alarm has an abnormal alarm AaAnd recovery alarm ArAnd acknowledgement alarm AcI.e. alarm ═ aa,Ar,Ac}; abnormity alarm AaAnd is divided into failure alarm AfAnd unknown alarm AuI.e. Aa={Af,Au}. Unknown alarm AuIt is proposed for the bi-site that when the values of the bi-site are both 1 or both 0, it indicates that the device is in an unknown state.
Step 101, when alarm messages are generated, reading the number almNum of alarms, wherein the alarms may include abnormal alarm AaAnd recovery alarm ArAnd acknowledgement alarm Ac;
Step 102, judging whether the merge of each alarm is generated, if the merge is generated, determining the merge by the measurement type meastype of the current alarm, wherein the meastype needs to be associated to a measurement type table, and acquiring whether the corresponding measurement type is merged from the measurement type table. As shown in fig. 2, the meastype of the alarm is M003, and the meastypeclass of M003 in the measurement type table is searched for merging, so that the corresponding merge value is 2, which indicates that the alarm message of the device point needs to be merged;
step 103, if the device point belongs to the merged alarm, after the device point generates a new alarm, mapping the alarm, as shown in fig. 3, to a map table, where the map table includes a failure alarm map table and an unknown alarm map table. If the newly generated alarm is an abnormal alarm AaIf so, the alarm is judged to be a fault alarm AfOr unknown alarm AuAnd storing the alarm into the corresponding map according to the pointcode, wherein the fault alarm map and the alarm information A mapped by the unknown alarm mapinfo{ uuid, datetime, pointcode, text, state }, where uuid is the next time that alarm a is to be recovered in order to ensure alarm message uniquenessrAnd acknowledgement alarm AcWhen the abnormal alarm is generated, the abnormal alarm can be found according to the pointcode, the state indicates that the current state of the abnormal alarm is one of { fault, unknown and recovery }, the state is 0 to indicate the fault alarm, the state is 2 to indicate the unknown alarm, and the state is 1 to indicate the recovery alarm; if the newly generated alarm is a recovery alarm or a confirmation alarm, whether a corresponding point code pointcode exists in a fault alarm map table and an unknown alarm map table or not is searched, if the same point code exists, the next step of merging processing is carried out, and if the same point code does not exist, real-time storage and alarm filing processing are directly carried out;
and step 104, merging the alarms after the mapping of the alarm message is finished, wherein the alarm merging processing method is shown in fig. 4. First, a recovery alarm A that needs to be merged is readrAnd acknowledgement alarm Ac(ii) a Then checking whether unknown alarm records of the same pointcode exist in an unknown alarm map table, if so, carrying out unknown alarm merging processing, and deleting the unknown alarm mapping records in the unknown alarm map table, wherein the unknown alarm merging processing is to fill datatime for recovering the alarm and opentime for confirming the alarm into the recovery time and the confirmation time of the unknown alarm, and if not, carrying out the next step; searching whether the fault alarm map table has fault alarm records of the same pointcode, and if so, carrying out fault detectionAlarm merging processing is carried out, and a fault alarm mapping record in a fault alarm map table is deleted, wherein the fault alarm merging processing is to fill datatime for recovering alarm and opentime for confirming alarm to the recovery time and the confirmation time of fault alarm, and if the record cannot be found, the recovery alarm generates a new alarm instead of merging processing;
and 105, displaying the merged result in the real-time database and archiving the historical database, and then continuing to execute the step 102.
Referring to fig. 2, the association relationship between the alarm message and the measurement type table of the present invention is introduced, and through whether different types of configurations in the measurement type table are combined, personalized customization of different alarm types can be realized, and a field diversified combination function is satisfied.
Referring to fig. 3, the mapping mechanism of the map mapping table of the present invention is introduced, which can realize respective merging of multiple abnormal alarms (such as fault alarm and unknown alarm), and meanwhile, map the existing abnormal alarms by using the map table, thereby increasing merging processing speed, improving merging instantaneity, and shortening alarm processing time of the system.
While the invention has been described with reference to specific embodiments, the invention is not limited thereto, and various equivalent modifications and substitutions can be easily made by those skilled in the art within the technical scope of the invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (10)
1. An intelligent rail crossing oriented alarm information merging analysis processing method is characterized by comprising the following steps:
step S1Reading an alarm. ini configuration file, and selecting whether the alarm is merged or not through a merging mark Mode of the configuration file; if the merge flag Mode is 0, it indicates that the conventional alarm generation method is used, i.e. the merge alarm is not used, and the step S is directly performed6(ii) a If merge flag Mode is 1, all DI points have alarm merge function, proceed to step S2Then, the process is carried outStep S3;
Step S2Acquiring the alarm generation quantity almNum of the DI points in real time, and if the alarm generation quantity almNum is more than 0, performing the step S3Otherwise, continuing to execute step S2;
Step S3Judging whether the alarm message needs to be merged or not after the obtained alarm number almNum, if the Mode value is equal to 1 and the merge value of a single DI point is merging, indicating that the alarm message needs to be merged, otherwise, indicating that the merging processing is not needed;
step S4If the alarm messages need to be combined, performing alarm message mapping processing, if the alarm messages do not need to be combined, generating the alarm messages, and storing the generated alarm messages;
step S5After the alarm message is mapped, merging, analyzing and processing different alarm types of the same DI point;
step S6History storage is carried out on the alarm result, and then the step S is continuously executed2。
2. The method for merging, analyzing and processing intelligent rail-crossing oriented alarm information according to claim 1, wherein the step S is performed in3The method specifically comprises the following steps:
step S31The merging of the alarms is to meet the requirement that the Mode is 1 and the merge value of a single point is merged, and the Mode value passes through the step S2Reading an alarm. ini configuration file, and storing a read result in an internal memory;
step S32And judging whether the merge value is merged or not according to the measurement type of the DI point, wherein if the measurement type in the measurement type table corresponding to the DI point is configured to be merged, the DI point has a merging function.
3. The method as claimed in claim 2, wherein the measurement type table of the DI point includes fault/normal, alarm/normal, on/off, closing/opening.
4. The method as claimed in claim 1, wherein the step S is performed by a method for merging, analyzing and processing the smart rail-oriented alarm information4The method specifically comprises the following steps:
step S41The mapping processing of the alarm is to adopt map table mapping to the alarm according to the situation that the DI point needs to be merged, and the map table comprises a fault alarm map table and an unknown alarm map table;
step S42Mapping a fault alarm map table;
step S43And mapping an unknown alarm map table.
5. The intelligent rail transit-oriented alarm information merging, analyzing and processing method as claimed in claim 4, wherein the alarm messages of the same DI point are classified into an abnormal alarm, a recovery alarm and a confirmation alarm.
6. The method as claimed in claim 5, wherein the abnormal alarm includes a fault alarm and an unknown alarm.
7. The method as claimed in claim 6, wherein the unknown alarm is a double-point alarm.
8. The method as claimed in claim 5, wherein the map table maps the fault alarm information { uuid, datetime, pointcode, text, state } into the corresponding DI point code.
9. The method as claimed in claim 5, wherein the unknown alarm map is a table mapping unknown alarm information { uuid, datetime, pointcode, text, state } to corresponding DI point code.
10. The method as claimed in claim 1, wherein the step S is performed by a method for merging, analyzing and processing the smart rail-oriented alarm information5The method specifically comprises the following steps:
step S51Judging whether a recovery alarm or a confirmation alarm exists;
step S52Searching for restoring the alarm or confirming whether the alarm point code exists in a fault alarm map table or an unknown alarm map table;
step S53Merging the existing abnormal alarms in the database, wherein the abnormal alarms comprise fault alarms and unknown alarms;
step S54And deleting the fault alarm records in the map mapping table.
Priority Applications (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011078874.0A CN112214974B (en) | 2020-10-10 | 2020-10-10 | Intelligent rail crossing oriented alarm information merging analysis processing method |
Applications Claiming Priority (1)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
CN202011078874.0A CN112214974B (en) | 2020-10-10 | 2020-10-10 | Intelligent rail crossing oriented alarm information merging analysis processing method |
Publications (2)
Publication Number | Publication Date |
---|---|
CN112214974A true CN112214974A (en) | 2021-01-12 |
CN112214974B CN112214974B (en) | 2022-08-30 |
Family
ID=74054386
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
CN202011078874.0A Active CN112214974B (en) | 2020-10-10 | 2020-10-10 | Intelligent rail crossing oriented alarm information merging analysis processing method |
Country Status (1)
Country | Link |
---|---|
CN (1) | CN112214974B (en) |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112837499A (en) * | 2021-01-18 | 2021-05-25 | 东风汽车集团股份有限公司 | Early warning reporting method, device, equipment and readable storage medium |
Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20110252388A1 (en) * | 2010-04-13 | 2011-10-13 | Synopsys, Inc. | Comparing timing constraints of circuits |
CN106292496A (en) * | 2016-08-31 | 2017-01-04 | 浙江浙大中控信息技术有限公司 | A kind of subway monitoring system alarming management method |
CN110825801A (en) * | 2019-11-06 | 2020-02-21 | 卡斯柯信号(成都)有限公司 | Train signal system vehicle-mounted log analysis system and method based on distributed architecture |
-
2020
- 2020-10-10 CN CN202011078874.0A patent/CN112214974B/en active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US20110252388A1 (en) * | 2010-04-13 | 2011-10-13 | Synopsys, Inc. | Comparing timing constraints of circuits |
CN106292496A (en) * | 2016-08-31 | 2017-01-04 | 浙江浙大中控信息技术有限公司 | A kind of subway monitoring system alarming management method |
CN110825801A (en) * | 2019-11-06 | 2020-02-21 | 卡斯柯信号(成都)有限公司 | Train signal system vehicle-mounted log analysis system and method based on distributed architecture |
Non-Patent Citations (2)
Title |
---|
JEDNIPAT MOONRINTA等: "Fruit detection, tracking, and 3D reconstruction for crop mapping and yield estimation", 《IEEE XPLORE》 * |
姜宁: "播出传输系统故障归并与定位的实现", 《广播与电视技术》 * |
Cited By (1)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN112837499A (en) * | 2021-01-18 | 2021-05-25 | 东风汽车集团股份有限公司 | Early warning reporting method, device, equipment and readable storage medium |
Also Published As
Publication number | Publication date |
---|---|
CN112214974B (en) | 2022-08-30 |
Similar Documents
Publication | Publication Date | Title |
---|---|---|
CN108391086B (en) | Industrial video linkage analysis method and system integrating event perception and position sensing | |
JP5444673B2 (en) | Log management method, log management device, information processing device including log management device, and program | |
US8732666B2 (en) | Automatic identification of subroutines from test scripts | |
CN110428091A (en) | Risk Identification Method and relevant device based on data analysis | |
CN106355673B (en) | A kind of airborne collision avoidance system mistake record system and failure logging decoding system | |
CN112820066B (en) | Object-based alarm processing method, device, equipment and storage medium | |
CN112800061B (en) | Data storage method, device, server and storage medium | |
CN112214974B (en) | Intelligent rail crossing oriented alarm information merging analysis processing method | |
CN111459692A (en) | Method, apparatus and computer program product for predicting drive failure | |
KR102078654B1 (en) | System and method for predicting error of electric rail car | |
CN114490161A (en) | Fault diagnosis method and device, vehicle and storage medium | |
CN111831628A (en) | System operation and maintenance monitoring method and device, electronic equipment and storage medium | |
CN108876963A (en) | A kind of storage method, device, microprocessor and the storage medium of automobile log | |
CN113076358A (en) | Report generation method, device, equipment and storage medium | |
CN111784176A (en) | Data processing method, device, server and medium | |
CN107807862A (en) | Detect the method, apparatus and server of hard disk failure point | |
CN111060149A (en) | Data monitoring method and device based on power equipment | |
CN106293630B (en) | Railway signal fault analyzes logic rules generating means and method | |
CN114493196A (en) | Data analysis method, system, electronic equipment and storage medium | |
CN112542892B (en) | Substation regulation and control integrated control method and control device | |
JP2006099249A (en) | Fault management device and fault management method | |
CN113837408A (en) | Traffic facility operation and maintenance management system based on equipment full-life-cycle supervision | |
KR20220104460A (en) | Hospital energy management system and the managing method thereof | |
CN113378239A (en) | Data content right confirming method and system | |
CN112465149A (en) | Same-city part identification method and device, electronic equipment and storage medium |
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 |