CN108520572A - A kind of real-time analysis alert data method and system based on recorder management platform - Google Patents

A kind of real-time analysis alert data method and system based on recorder management platform Download PDF

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Publication number
CN108520572A
CN108520572A CN201810331783.XA CN201810331783A CN108520572A CN 108520572 A CN108520572 A CN 108520572A CN 201810331783 A CN201810331783 A CN 201810331783A CN 108520572 A CN108520572 A CN 108520572A
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China
Prior art keywords
data
alarm
real
vehicle
management platform
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CN201810331783.XA
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CN108520572B (en
Inventor
杨春艳
李德贤
刘明月
姜海峰
陈玉峰
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Aerospace Hi Tech Holding Group Co Ltd
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Aerospace Hi Tech Holding Group Co Ltd
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    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/08Registering or indicating performance data other than driving, working, idle, or waiting time, with or without registering driving, working, idle or waiting time
    • G07C5/0841Registering performance data
    • G07C5/085Registering performance data using electronic data carriers
    • GPHYSICS
    • G07CHECKING-DEVICES
    • G07CTIME OR ATTENDANCE REGISTERS; REGISTERING OR INDICATING THE WORKING OF MACHINES; GENERATING RANDOM NUMBERS; VOTING OR LOTTERY APPARATUS; ARRANGEMENTS, SYSTEMS OR APPARATUS FOR CHECKING NOT PROVIDED FOR ELSEWHERE
    • G07C5/00Registering or indicating the working of vehicles
    • G07C5/008Registering or indicating the working of vehicles communicating information to a remotely located station

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  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Traffic Control Systems (AREA)
  • Time Recorders, Dirve Recorders, Access Control (AREA)

Abstract

The real-time analysis alert data method and system based on recorder management platform that the present invention relates to a kind of, it is slow in order to solve existing recorder alarm information processing method inquiry velocity, be difficult to larger data amount carry out real-time response the shortcomings that and propose, the method for the present invention includes:Vehicle coordinate data are received, the vehicle coordinate data include warning mark position;Vehicle coordinate data are parsed, and the alert data parsed is encapsulated as to new data packet;New data packet is cached using buffer area;According to the setting timing of timer the data of buffer area are read, and is stored in database and alarms interim table.Total data is read from interim table of alarming, alarm times are counted according to preset information type, and will be in statistical result update to the warning message table in database.The real-time analysis alert data system based on recorder pipe platform that the invention also includes a kind of.The present invention is suitable for recorder alert data management.

Description

A kind of real-time analysis alert data method and system based on recorder management platform
Technical field
The real-time analysis alert data method and system based on recorder management platform that the present invention relates to a kind of, belong to driving Recorder recorder data processing field.
Background technology
Alert data analysis refers to uploading warning message to terminal to carry out the behaviour such as analysis in real time, classification, statistics, storage Make, as the vehicle that platform networks is more and more, data volume is increasing, so needing a kind of quickly and effectively alarm analysis side Method.
Recorder management platform needs to carry out real-time display, inquiry, processing operation to vehicle alarm information, works as warning message Data volume it is big when, the inquiry of original method can be slow and there are bottlenecks, it is difficult to carry out real-time response to larger data amount.
Invention content
The purpose of the present invention is to solve existing recorder alarm information processing method inquiry velocity is slow, it is difficult to compared with Big data quantity carries out the shortcomings that real-time response, and proposes a kind of real-time analysis alert data side based on recorder management platform Method.
A kind of real-time analysis alert data method based on recorder management platform, including:
Step 1: receiving vehicle coordinate data, the vehicle coordinate data include warning mark position;
Step 2: being parsed to vehicle coordinate data, and the alert data parsed is encapsulated as to new data packet;
Step 3: new data packet is cached using buffer area;
Step 4: the data of buffer area are read in the setting timing according to timer, and interim table of alarming is stored in database In.
Step 5: reading total data from interim table of alarming, united to alarm times according to preset information type Meter, and will be in statistical result update to the warning message table in database.
A kind of real-time analysis alert data system based on recorder management platform, including:
Data reception module, for receiving vehicle coordinate data;The vehicle coordinate data include warning mark position;
The alert data parsed for being parsed to vehicle coordinate data, and is encapsulated as new number by parsing module According to packet;
Cache module, for being cached new data packet using buffer area;
Memory module for reading the data of buffer area according to the setting timing of timer, and is stored in database and alarms In interim table;
Data update module, for reading total data from interim table of alarming, according to preset information type to alarm Number is counted, and will be in statistical result update to the warning message table in database.
Beneficial effects of the present invention are:
1), one embodiment of the present of invention effective solution recorder management platform warning message query processing speed is slow The case where;The inquiry velocity of the present invention at least improves 10% compared to existing method.
2), one embodiment of the present of invention pushes coordinate data using ZeroMQ, and receiving terminal can be connect with multithreading It receives, increases the processing capacity of system, and number of threads can be changed in configuration file, facilitate the deployment of system;
3), one embodiment of the present of invention is in the storage of warning message, use caching mechanism, timer and Timesten batches are inserted into data mode, greatly alleviate the pressure of operation timesten;
4), one embodiment of the present of invention supports multiserver multi-process deployment, can effectively solve real-time coordinates quantity Continue increased bottleneck.
Description of the drawings
Fig. 1 is the flow chart of one embodiment of the invention.
Specific implementation mode
Specific implementation mode one:The real-time analysis alert data method based on recorder management platform of present embodiment, As shown in Figure 1, including:
Step 1: receiving vehicle coordinate data, the vehicle coordinate data include warning mark position.
Step 2: being parsed to vehicle coordinate data, and the alert data parsed is encapsulated as to new data packet.
Step 3: new data packet is cached using buffer area.
Step 4: the data of buffer area are read in the setting timing according to timer, and interim table of alarming is stored in database In.
Step 5: reading total data from interim table of alarming, united to alarm times according to preset information type Meter, and will be in statistical result update to the warning message table in database.
It alarms interim table and warning message table is two different tables, setting in this way is in order to avoid update operation causes Table deadlock the phenomenon that.
" alarm times are counted according to preset information type, and statistical result is updated to the report in database In alert information table " concrete meaning is, such as preset information is " vehicle, type of alarm, driver, date " this four, then This four identical list items are integrated into one kind, then add " alarm times " list item, often there is four identical then alarm times Add 1, when specific update is to warning message table, not only updates this four, also all by remaining all information such as latitude and longitude information etc. It is updated.Setting can accelerate the inquiry velocity of warning message in this way.
Specific implementation mode two:The present embodiment is different from the first embodiment in that:In step 1, receives vehicle and sit It marks data and multithreading reception is carried out to vehicle coordinate data specifically by the multi-threaded network library ZeroMQ based on message queue.
Other steps and parameter are same as the specific embodiment one.
Specific implementation mode three:The present embodiment is different from the first and the second embodiment in that:In step 2, to vehicle Coordinate data, which is parsed, specially parses coordinate data according to TJ/T808 agreements.
Other steps and parameter are the same as one or two specific embodiments.
Specific implementation mode four:Unlike one of present embodiment and specific implementation mode one to three:In step 2, solution The alert data of precipitation includes vehicle, longitude, latitude, speed, height, direction, time of fire alarming, type of alarm, driver information. In step 5, preset information is vehicle, type of alarm, driver, date.
Other steps and parameter are identical as one of specific implementation mode one to three.
Specific implementation mode five:Unlike one of present embodiment and specific implementation mode one to four:In step 5, root Alarm times are counted according to preset information type, and will be in statistical result update to the warning message table in database Process is specially:
Alarm times are counted according to vehicle, type of alarm, driver, date, judge in warning message table whether There are vehicle, type of alarm, driver, date and the identical records of statistical result, if so, then the record is updated, if No, then statistical result is inserted into warning message table.
Other steps and parameter are identical as one of specific implementation mode one to four.
Specific implementation mode six:Unlike one of present embodiment and specific implementation mode one to five:In step 4, institute It is timesten databases to state database.
Other steps and parameter are identical as one of specific implementation mode one to five.
Specific implementation mode seven:Present embodiment provides a kind of real-time analysis alert data based on recorder management platform System, including:
Data reception module, for receiving vehicle coordinate data;The vehicle coordinate data include warning mark position.
The alert data parsed for being parsed to vehicle coordinate data, and is encapsulated as new number by parsing module According to packet.
Cache module, for being cached new data packet using buffer area.
Memory module for reading the data of buffer area according to the setting timing of timer, and is stored in database and alarms In interim table.
Data update module, for reading total data from interim table of alarming, according to preset information type to alarm Number is counted, and will be in statistical result update to the warning message table in database.
Specific implementation mode eight:Present embodiment is unlike specific implementation mode seven:In data reception module, specifically Multithreading reception is carried out to vehicle coordinate data by the multi-threaded network library ZeroMQ based on message queue;
In parsing module, coordinate data is parsed especially by TJ/T808 agreements;The alert data parsed includes Vehicle, longitude, latitude, speed, height, direction, time of fire alarming, type of alarm, driver information;It is preset in memory module Information is vehicle, type of alarm, driver, date.
Other steps and parameter are identical as specific implementation mode seven.
Specific implementation mode nine:Present embodiment is unlike specific implementation mode eight:In cache module, buffering area is Buffer circle.
Other steps and parameter are identical as specific implementation mode seven or eight.
Specific implementation mode ten:Present embodiment is unlike specific implementation mode nine:In memory module, according to default Information type alarm times are counted, and by statistical result update in the warning message table in database process have Body is:
Alarm times are counted according to vehicle, type of alarm, driver, date, judge in warning message table whether There are vehicle, type of alarm, driver, date and the identical records of statistical result, if so, then the record is updated, if No, then other steps and parameter in statistical result insertion warning message table is identical as one of specific implementation mode seven to nine.
Specific implementation mode 11:In present embodiment, the data source needed for this system is in recorder management platform The information push of coordinate data is sat by vehicle coordinate data receiver to this system by way of the push of the message of ZeroMQ It includes warning mark position to mark in data, and marking TJ/T808 agreements according to portion parses alarm, the warning message that can be parsed Including vehicle, longitude, latitude, speed, height, direction, time of fire alarming, type of alarm, driver etc. is packaged into new data Packet, opens up buffer area and is cached to the warning message of parsing, using the alert data of the reading buffer area of timer timing, and In the interim table of alarm of the deposit timesten databases of batch.
The data of interim table of timed task being responsible for alarming all are read, and according to vehicle, type of alarm, driver, day Phase counts alarm times, by statistical result update to alarm table, judges whether alarm table has this in renewal process Alarm logging (judgement of alarm logging is according to vehicle, type of alarm, driver and date), then if there is the alarm logging Update operates this record, the insert new records if being not present, and the data counted in interim table are deleted buffer area Using the design of buffer circle (ring buffer).Analysis service of alarming receives coordinate data and multithreading using multithreading Alert data is handled, the quantity of thread can be adjusted according to the configuration and actual data volume of server, and only need to be It modifies in configuration file, aspect is quick.
The present invention can also have other various embodiments, without deviating from the spirit and substance of the present invention, this field Technical staff makes various corresponding change and deformations in accordance with the present invention, but these corresponding change and deformations should all belong to The protection domain of appended claims of the invention.

Claims (10)

1. a kind of real-time analysis alert data method based on recorder management platform, which is characterized in that including:
Step 1: receiving vehicle coordinate data, the vehicle coordinate data include warning mark position;
Step 2: being parsed to vehicle coordinate data, and the alert data parsed is encapsulated as to new data packet;
Step 3: new data packet is cached using buffer area;
Step 4: the data of buffer area are read according to the setting timing of timer, and in the interim table of alarm for being stored in database;
Step 5: reading total data from interim table of alarming, alarm times are counted according to preset information type, and It will be in statistical result update to the warning message table in database.
2. the real-time analysis alert data method according to claim 1 based on recorder management platform, which is characterized in that
In step 1, vehicle coordinate data are received specifically by the multi-threaded network library ZeroMQ based on message queue to vehicle Coordinate data carries out multithreading reception.
3. the real-time analysis alert data method according to claim 1 or 2 based on recorder management platform, feature exist In in step 2, being parsed to vehicle coordinate data and specially parsed to coordinate data according to TJ/T808 agreements.
4. the real-time analysis alert data method according to claim 1 based on recorder management platform, which is characterized in that In step 2, the alert data that parses include vehicle, longitude, latitude, speed, height, direction, time of fire alarming, type of alarm, Driver information;In step 5, preset information is vehicle, type of alarm, driver, date.
5. the real-time analysis alert data method according to claim 4 based on recorder management platform, which is characterized in that In step 5, alarm times are counted according to preset information type, and statistical result is updated to the report in database Process in alert information table is specially:
Alarm times are counted according to vehicle, type of alarm, driver, date, judge to whether there is in warning message table Vehicle, type of alarm, driver, date and the identical record of statistical result, if so, then the record is updated, if not having, Then statistical result is inserted into warning message table.
6. the real-time analysis alert data method according to claim 1 based on recorder management platform, which is characterized in that In step 4, the database is timesten databases.
7. a kind of real-time analysis alert data system based on recorder management platform, which is characterized in that including:
Data reception module, for receiving vehicle coordinate data;The vehicle coordinate data include warning mark position;
The alert data parsed for being parsed to vehicle coordinate data, and is encapsulated as new data packet by parsing module;
Cache module, for being cached new data packet using buffer area;
Memory module, for reading the data of buffer area according to the setting timing of timer, and it is interim to be stored in alarm in database In table;
Data update module, for reading total data from interim table of alarming, according to preset information type to alarm times It is counted, and will be in statistical result update to the warning message table in database.
8. the real-time analysis alert data system according to claim 7 based on recorder management platform, it is characterised in that:
In data reception module, vehicle coordinate data are carried out especially by the multi-threaded network library ZeroMQ based on message queue Multithreading receives;
In parsing module, coordinate data is parsed especially by TJ/T808 agreements;The alert data parsed includes vehicle , longitude, latitude, speed, height, direction, time of fire alarming, type of alarm, driver information;In memory module, preset letter Breath is vehicle, type of alarm, driver, date.
9. the real-time analysis alert data system according to claim 7 based on recorder management platform, it is characterised in that:
In cache module, buffering area is buffer circle.
10. the real-time analysis alert data system according to claim 7 based on recorder management platform, feature exist In:
In memory module, alarm times are counted according to preset information type, and statistical result is updated to database In warning message table in process be specially:
Alarm times are counted according to vehicle, type of alarm, driver, date, judge to whether there is in warning message table Vehicle, type of alarm, driver, date and the identical record of statistical result, if so, then the record is updated, if not having, Then statistical result is inserted into warning message table.
CN201810331783.XA 2018-04-13 2018-04-13 Real-time alarm data analysis method and system based on recorder management platform Active CN108520572B (en)

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Cited By (2)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109739148A (en) * 2019-01-23 2019-05-10 上海智共荟智能科技有限公司 For industrial processing equipment large data sets at optimization processing transmission system and method
CN113132464A (en) * 2021-03-17 2021-07-16 中创智维科技有限公司 Method for collecting geometrical parameter alarm data of contact network

Citations (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6853919B2 (en) * 2003-02-04 2005-02-08 General Motors Corporation Method for reducing repeat false alarm indications in vehicle impact detection systems
US20120154141A1 (en) * 2010-12-17 2012-06-21 Piccolo Iii Joseph Method and system for wireless configuration, control, and status reporting of devices in a fire alarm system
CN103472780A (en) * 2013-08-30 2013-12-25 中国神华能源股份有限公司 System and method for monitoring locomotive and synchronizing device of locomotive
CN103646496A (en) * 2013-12-27 2014-03-19 深圳市众鸿科技股份有限公司 Method, device and system for monitoring vehicle information
CN103730007A (en) * 2013-12-20 2014-04-16 南威软件股份有限公司 Checkpoint passing car real-time comparison and analysis alarming method and alarming system thereof
CN104077897A (en) * 2014-06-30 2014-10-01 广东威创视讯科技股份有限公司 Alarm method and system for automatic positioning
CN104700645A (en) * 2015-03-23 2015-06-10 航天科技控股集团股份有限公司 Method and device for verifying electronic fences based on recorder management platform ends
CN105103152A (en) * 2013-01-31 2015-11-25 惠普发展公司,有限责任合伙企业 Approximate query processing
US20160086399A1 (en) * 2013-10-22 2016-03-24 At&T Intellectual Property I, L.P. Crowd sourced optimization of vehicle performance based on cloud based data
CN105590419A (en) * 2016-03-24 2016-05-18 贵州网恒科技股份有限公司 Police calling and sending platform based on Internet
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
US20170092122A1 (en) * 2015-09-28 2017-03-30 Mastercard International Incorporated Vehicle Telematics Policing System
CN106856034A (en) * 2015-12-09 2017-06-16 西安网清生物科技有限公司 A kind of alarm of intelligence 110 board
CN106971432A (en) * 2017-04-11 2017-07-21 中国人民解放军海军航空工程学院青岛校区 A kind of airplane data management record system and data presentation technique
CN107277614A (en) * 2017-06-27 2017-10-20 深圳市爱培科技术股份有限公司 Audio and video remote player method, storage device and the mobile terminal of drive recorder
CN107357839A (en) * 2017-06-23 2017-11-17 深圳市盛路物联通讯技术有限公司 A kind of bicycle location tracking method and system
CN107564272A (en) * 2017-09-25 2018-01-09 航天科技控股集团股份有限公司 A kind of terminal based on recorder management platform reports automatic deal with emergencies and dangerous situations device and the method for dealing with emergencies and dangerous situations of alarm
CN107742417A (en) * 2017-09-13 2018-02-27 成都路行通信息技术有限公司 A kind of car accident alarm method and device
CN107767641A (en) * 2017-09-13 2018-03-06 新丝绸之路科技有限公司 Alarm method, mobile terminal and computer-readable storage medium

Patent Citations (19)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US6853919B2 (en) * 2003-02-04 2005-02-08 General Motors Corporation Method for reducing repeat false alarm indications in vehicle impact detection systems
US20120154141A1 (en) * 2010-12-17 2012-06-21 Piccolo Iii Joseph Method and system for wireless configuration, control, and status reporting of devices in a fire alarm system
CN105103152A (en) * 2013-01-31 2015-11-25 惠普发展公司,有限责任合伙企业 Approximate query processing
CN103472780A (en) * 2013-08-30 2013-12-25 中国神华能源股份有限公司 System and method for monitoring locomotive and synchronizing device of locomotive
US20160086399A1 (en) * 2013-10-22 2016-03-24 At&T Intellectual Property I, L.P. Crowd sourced optimization of vehicle performance based on cloud based data
CN103730007A (en) * 2013-12-20 2014-04-16 南威软件股份有限公司 Checkpoint passing car real-time comparison and analysis alarming method and alarming system thereof
CN103646496A (en) * 2013-12-27 2014-03-19 深圳市众鸿科技股份有限公司 Method, device and system for monitoring vehicle information
CN104077897A (en) * 2014-06-30 2014-10-01 广东威创视讯科技股份有限公司 Alarm method and system for automatic positioning
CN104700645A (en) * 2015-03-23 2015-06-10 航天科技控股集团股份有限公司 Method and device for verifying electronic fences based on recorder management platform ends
US20170092122A1 (en) * 2015-09-28 2017-03-30 Mastercard International Incorporated Vehicle Telematics Policing System
CN106856034A (en) * 2015-12-09 2017-06-16 西安网清生物科技有限公司 A kind of alarm of intelligence 110 board
CN105590419A (en) * 2016-03-24 2016-05-18 贵州网恒科技股份有限公司 Police calling and sending platform based on Internet
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
CN106971432A (en) * 2017-04-11 2017-07-21 中国人民解放军海军航空工程学院青岛校区 A kind of airplane data management record system and data presentation technique
CN107357839A (en) * 2017-06-23 2017-11-17 深圳市盛路物联通讯技术有限公司 A kind of bicycle location tracking method and system
CN107277614A (en) * 2017-06-27 2017-10-20 深圳市爱培科技术股份有限公司 Audio and video remote player method, storage device and the mobile terminal of drive recorder
CN107742417A (en) * 2017-09-13 2018-02-27 成都路行通信息技术有限公司 A kind of car accident alarm method and device
CN107767641A (en) * 2017-09-13 2018-03-06 新丝绸之路科技有限公司 Alarm method, mobile terminal and computer-readable storage medium
CN107564272A (en) * 2017-09-25 2018-01-09 航天科技控股集团股份有限公司 A kind of terminal based on recorder management platform reports automatic deal with emergencies and dangerous situations device and the method for dealing with emergencies and dangerous situations of alarm

Non-Patent Citations (2)

* Cited by examiner, † Cited by third party
Title
蒋治平等: "车载GPS智能终端通信模块的设计与实现", 《广东通信技术》 *
贡岩军: "基于互联网的车辆实时监控系统的设计与实现", 《中国优秀硕士学位论文全文数据库信息科技辑》 *

Cited By (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109739148A (en) * 2019-01-23 2019-05-10 上海智共荟智能科技有限公司 For industrial processing equipment large data sets at optimization processing transmission system and method
CN113132464A (en) * 2021-03-17 2021-07-16 中创智维科技有限公司 Method for collecting geometrical parameter alarm data of contact network
CN113132464B (en) * 2021-03-17 2022-07-01 中创智维科技有限公司 Method for collecting geometrical parameter alarm data of contact network

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