CN108282222A - Optical fiber operation and monitoring method and system under a kind of extremely cold weather condition - Google Patents

Optical fiber operation and monitoring method and system under a kind of extremely cold weather condition Download PDF

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Publication number
CN108282222A
CN108282222A CN201810002811.3A CN201810002811A CN108282222A CN 108282222 A CN108282222 A CN 108282222A CN 201810002811 A CN201810002811 A CN 201810002811A CN 108282222 A CN108282222 A CN 108282222A
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CN
China
Prior art keywords
data
optical fiber
database
analysis layer
optical
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Pending
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CN201810002811.3A
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Chinese (zh)
Inventor
张海全
杨倩倩
粘中元
李鑫
索晶浩
展思雪
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Hulun Buir Power Supply Company State Grid Inner Mongolia Eastern Electric Power Co Ltd
State Grid Corp of China SGCC
State Grid Eastern Inner Mongolia Power Co Ltd
Original Assignee
Hulun Buir Power Supply Company State Grid Inner Mongolia Eastern Electric Power Co Ltd
State Grid Corp of China SGCC
State Grid Eastern Inner Mongolia Power Co Ltd
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Application filed by Hulun Buir Power Supply Company State Grid Inner Mongolia Eastern Electric Power Co Ltd, State Grid Corp of China SGCC, State Grid Eastern Inner Mongolia Power Co Ltd filed Critical Hulun Buir Power Supply Company State Grid Inner Mongolia Eastern Electric Power Co Ltd
Priority to CN201810002811.3A priority Critical patent/CN108282222A/en
Publication of CN108282222A publication Critical patent/CN108282222A/en
Pending legal-status Critical Current

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/07Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
    • H04B10/075Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal
    • H04B10/079Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
    • H04B10/0791Fault location on the transmission path
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/07Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
    • H04B10/071Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using a reflected signal, e.g. using optical time domain reflectometers [OTDR]
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/07Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems
    • H04B10/075Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal
    • H04B10/079Arrangements for monitoring or testing transmission systems; Arrangements for fault measurement of transmission systems using an in-service signal using measurements of the data signal
    • H04B10/0795Performance monitoring; Measurement of transmission parameters
    • H04B10/07955Monitoring or measuring power
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04BTRANSMISSION
    • H04B10/00Transmission systems employing electromagnetic waves other than radio-waves, e.g. infrared, visible or ultraviolet light, or employing corpuscular radiation, e.g. quantum communication
    • H04B10/25Arrangements specific to fibre transmission

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  • Physics & Mathematics (AREA)
  • Electromagnetism (AREA)
  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Monitoring And Testing Of Transmission In General (AREA)
  • Optical Communication System (AREA)

Abstract

The invention discloses optical fiber operation and monitoring method and systems under a kind of extremely cold weather condition.The method or system of the present invention mainly realizes that data interface tier acquires operation data in real time, and is passed up to data analysis layer by data interface tier, data analysis layer, operating analysis layer and monitoring center;Data analysis layer will be passed up after the encapsulation of the data of the first database to operating analysis layer by receiving with operation data described in standardization to establish first database;After operating analysis layer is by decapsulating the encapsulation of data, according to the correspondence of temperature change and optical fiber optical power change, the second database is established, and the data in second database are passed up to monitoring center.The present invention establishes the correspondence of extremely cold low temperature variation and optical power change, setting danger threshold carries out fault pre-alarming, accurate to judge early warning abort situation and operating condition, it is possible to prevente effectively from the failure of the whole network is threatened to occur by monitoring optical fiber luminous power.

Description

Optical fiber operation and monitoring method and system under a kind of extremely cold weather condition
Technical field
The invention belongs to optical fiber monitoring technical fields, are run specifically, providing optical fiber under a kind of extremely cold weather condition Monitoring method and system.
Background technology
Currently, with the construction of intelligent grid, extra-high voltage alternating current-direct current power grid, importance of the communications optical cable in power grid is increasingly It highlights.China has a vast territory, causes climatic environment various, safety and stabilization of the fiber optic cable communications network under extreme particular surroundings Property is concerned.For example, by the end of the year 2016, it is more than 36000 kilometers that state's net, which covers eastern power telecom network optical cable total length, is covered 1580 communication stations carry the important task of the production commander and scheduling of electric system.State's net covers the eastern electric power Hulunbeier area winter Ji Wendu is relatively low, which the extremely cold weather less than -40 DEG C often occurs, and minimum temperature even can reach -55 DEG C, seriously Power equipment safety stable operation is threaten, fiber optic cable communications are also often subject to boisterous influence of extremely trembling with fear.When temperature is very low, Optical cable is shunk, and causes optical fiber micro-bending, decaying is made to increase, and within the scope of -35 DEG C~50 DEG C, fiber optic temperature is special for the transmission attenuation of optical cable Property be mainly that low temperature decaying is big, especially, extremely cold influence of the low temperature environment to optical fiber attenuation characteristic be easy to cause failure, harm electricity Net safety.
Invention content
In view of the above-mentioned problems, optical fiber operation and monitoring method and system under a kind of extremely cold weather condition of present invention offer, purpose It is that influence of the extremely cold environment to optical fiber attenuation characteristic carries out implementing monitoring and analysis, realizes the fault pre-alarming mechanism of existing fiber.
Optical fiber operation and monitoring method under a kind of extremely cold weather condition:
Data interface tier acquires operation data in real time, and is passed up to data analysis layer;
Data analysis layer by receive and standardization described in operation data to establish first database, and will be described It is passed up to operating analysis layer after the data encapsulation of first database;
After operating analysis layer is by decapsulating the encapsulation of data, according to pair of temperature change and optical fiber optical power change It should be related to, establish the second database, and the data in second database are passed up to monitoring center.
Preferably, the data interface tier is made of remote monitoring unit, and the remote monitoring unit includes:Insertion declines Processor module, optical time domain reflection module, luminous power test module, power module, Wavelength division multiplexing module, optical filter module; The operation data includes:Fiber lengths, optical fiber luminous power, optical fiber threshold value and the variation of optical fiber region real time temperature.
Preferably, the data analysis layer is made of data processing server, and the first database includes that resource is abstract Data, tactful abstract data and service abstract data.
Preferably, the operating analysis layer is made of data processing server, and second database includes early warning failure Threshold value, early warning fault location information, early warning abort situation operation data, suggestion for operation information, statistics and analysis information.
Optical fiber operation monitoring system under a kind of extremely cold weather condition, including:Data interface tier, data analysis layer, operation point Analyse layer and monitoring center;
Data interface tier acquires operation data in real time, and is passed up to data analysis layer;
Data analysis layer by receive and standardization described in operation data to establish first database, and will be described It is passed up to operating analysis layer after the data encapsulation of first database;
After operating analysis layer is by decapsulating the encapsulation of data, according to pair of temperature change and optical fiber optical power change It should be related to, establish the second database, and the data in second database are passed up to monitoring center.
Preferably, the data interface tier is made of remote monitoring unit, and the remote monitoring unit includes:Insertion declines Processor module, optical time domain reflection module, luminous power test module, power module, Wavelength division multiplexing module, optical filter module; The operation data includes:Fiber lengths, optical fiber luminous power, optical fiber threshold value and the variation of optical fiber region real time temperature.
Preferably, the data analysis layer is made of data processing server, and the first database includes that resource is abstract Data, tactful abstract data and service abstract data.
Preferably, the operating analysis layer is made of data processing server, and second database includes early warning failure Threshold value, early warning fault location information, early warning abort situation operation data, suggestion for operation information and statistics and analysis information.
The present invention establishes the correspondence of extremely cold low temperature variation and optical power change, setting by monitoring optical fiber luminous power Danger threshold carries out fault pre-alarming, accurate to judge early warning abort situation and operating condition, provides suggestion for operation on this basis, can Effectively to avoid threatening the failure of the whole network from occurring, and then ensure the safety of electric power networks.
Description of the drawings
Fig. 1 is the structural schematic diagram of optical fiber operation monitoring system under extremely cold weather condition.
Fig. 2 is a networking example schematic.
Fig. 3 is monitoring system structure schematic diagram.
Specific implementation mode
To make those skilled in the art more fully understand technical scheme of the present invention, the present invention is carried below in conjunction with the accompanying drawings Optical fiber operation and monitoring method and system are described in detail under a kind of extremely cold weather condition supplied.
Optical fiber operation and monitoring method under a kind of extremely cold weather condition:Data interface tier acquires operation data in real time, and to On be sent to data analysis layer;Data analysis layer is by receiving with operation data described in standardization to establish the first data Library, and be passed up to operating analysis layer after the data of the first database are encapsulated;Operating analysis layer passes through to described After encapsulation of data decapsulation, according to the correspondence of temperature change and optical fiber optical power change, the second database is established, and will Data in second database are passed up to monitoring center.
Data interface tier is made of remote monitoring unit, and remote monitoring unit includes:When embedded microprocessor module, light Domain reflecting module, luminous power test module, power module, Wavelength division multiplexing module, optical filter module;The operation data packet of acquisition It includes:Fiber lengths, optical fiber luminous power, optical fiber threshold value and the variation of optical fiber region real time temperature.
Data analysis layer is made of data processing server, and the first database generated includes resource abstract data, plan Slightly abstract data and service abstract data.
Operating analysis layer is made of data processing server, and the second database generated includes early warning fault threshold, pre- Alert fault location information, early warning abort situation operation data, suggestion for operation information, statistics and analysis information.The early warning failure The normal range value setting that threshold value is run based on optical fiber.
Optical fiber operation monitoring system under a kind of extremely cold weather condition, including:Data interface tier, data analysis layer, operation point Analyse layer and monitoring center;Data interface tier acquires operation data in real time, and is passed up to data analysis layer;Data analysis layer By receiving with operation data described in standardization to establish first database, and the data of the first database are sealed It is passed up after dress to operating analysis layer;Operating analysis layer by the encapsulation of data decapsulate after, according to temperature change with The correspondence of optical fiber optical power change establishes the second database, and the data in second database is passed up To monitoring center.
Data interface tier is made of remote monitoring unit, and remote monitoring unit includes:When embedded microprocessor module, light Domain reflecting module, luminous power test module, power module, Wavelength division multiplexing module, optical filter module;The operation data packet of acquisition It includes:Fiber lengths, optical fiber luminous power, optical fiber threshold value and the variation of optical fiber region real time temperature.
Data analysis layer is made of data processing server, and the first database generated includes resource abstract data, plan Slightly abstract data and service abstract data.
Operating analysis layer is made of data processing server, and the second database generated includes early warning fault threshold, pre- Alert fault location information, early warning abort situation operation data, suggestion for operation information, statistics and analysis information.The early warning failure The normal range value setting that threshold value is run based on optical fiber.
The large database concept that first database and the second database are constituted includes:User information, resource data, fault data, Using data, form data, statistical data and daily record.
The monitoring center application layer of optical fiber operation monitoring system includes monitoring management module, money under a kind of extremely cold weather condition Source control module, warning processing module, deterioration management module and system management module.
Monitoring management module includes call the roll test submodule, routine test submodule, master control setting submodule, curve management Submodule.Resource management module includes station field signal submodule, fiber optic cable management submodule, RTU management submodule, light path management Module.Warning processing module includes alarm inquiry submodule, acknowledged alarm submodule, experience library submodule and alarm configuration submodule Block.Deterioration management module include performance deterioration analysis submodule, performance monitor in real time submodule, event deterioration analysis submodule, Attenuation analyzes submodule.System management module include user management submodule, Role Management submodule, list prepare submodule and Log management submodule.
Optical cable (fibre core) network management:Complete to optical cable, access section optical cable, fiber cable joint, light cross-connecting box, light fiber-dividing box, The management of optical cable future part etc..Optical cable is the main object of monitoring and management, and fiber optic cable management needs to form the essential information number of optical cable According to, meanwhile, the internal association of the formation such as itself and routing, boundary mark is managed, it is final to be carried for the positioning and line upkeep of failure For necessary service.One optical cable includes a plurality of fibre core.Fiber optic cable management includes fiber management, to each core wire of optical cable into Line identifier manages the information of core wire, identifies its state, carries out conditional editor, and reflect its newest information and with it is other The association of information.
Optical cable monitoring system realizes the receiving end optical power monitoring to circuit by light power monitoring measuring unit.Optical cable monitoring system Middle light power monitoring measuring unit has the function of the acquisition of luminous power data, data analysis, alarming processing, data storage etc..Luminous power is supervised Surveying unit has a variety of alarm grades, when collected luminous power data cross some alarming threshold, light power monitoring measuring unit Threshold Crossing Alert will be sent out to RTU and central station, RTU will start test to this optical fiber immediately, and test report is reported to Central station.Switch fault report is stored into the alarm history database of light power monitoring measuring unit simultaneously, it preserves every monitored light Fine history alarm record.
Judge the reason of fiber failure occurs and fault location by Optical Time Domain Reflectometer.System integration high-performance RTU (OTDR) equipment, the test of perfect, convenient optical time domain reflection is provided and is supported;There is provided routine test, call the roll test, obstacle Three kinds of test methods of alarm test.Routine test:Independent tester is arranged according to needs are safeguarded, to every test fibre core in user Draw, period unit can from minute to day, the moon, year.After routine test, measured curve and reference curve are automatic in RTU It is compared, when more than the thresholding of setting, that is, generates warning information.Routine test can be with the transmission matter of long-term follow circuit Amount, the problems such as capable of finding to deteriorate in time.It calls the roll and tests:According to interim needs, user by set by hand range, pulsewidth, The parameters such as backscattering coefficient, Optimizing Mode realize monitoring and analysis to target lightguide cable link.Alarm test:RTU is according to next From the warning information (receiving without optical signal, bit error rate etc.) in SDH network management systems or comprehensive monitoring system, by inquiring built-in library Table tests relevant optical cable.This alarm test has highest priority level, it will stop ongoing regular Test or test of calling the roll, complete alarm test, and send test data to central station on immediately with most fast speed.
Spare fibre is detected:All fibre cores in a piece optical cable, whether use, journey affected by environment Degree is roughly the same with the variation of physical characteristic, such as:Outer force effect, moisture infiltration, circuit make moist or circuit breakdown etc., is showed The change situation of the performance data gone out is essentially identical.Therefore it can substantially reflect whole optical cable packet by testing standby fine performance Include the performance of working optical fibre.Or the technology using wavelength-division multiplex, so that test wavelength is combined to together with operation wavelength, shares object A kind of method for managing medium (optical fiber) to be tested.The advantage of this test method is to be reflected directly in fibre core Situation, for joint fault, the disconnected fine situation in part can be measured.One point is placed on the optical fiber of bearer service Light device separates a part of (the 5% of such as general power) to OPM from fiber optic service signal, the small-power light being separated out is monitored by OPM The situation of change of signal.If OPM monitoring results are abnormal, system if think the corresponding optical cable segment of business optical fiber may occur therefore Barrier, tests relevant optical cable to start OTDR.By being compared analysis to OTDR test curves, it is possible to find routing In failure and positioned.Reference information:System stores the OTDR test curves under each routing normal operating conditions, By the way that current OTDR test curves compare analysis with reference to test curve, operating personnel can quickly determine optic fibre characteristic Change point, if test data and reference data grave fault, system will send out warning information.All fibres in a piece optical cable Core whether uses, and the variation of degree affected by environment and physical characteristic is roughly the same, such as:Outer force effect, moisture Infiltration, circuit are made moist or circuit breakdown etc., and the change situation of the performance data shown is essentially identical.Therefore standby by testing Fine performance can substantially reflect that whole optical cable includes the performance of working optical fibre.
Troubleshooting:After optical fiber generates failure, RTU can inquire light path routing table immediately, confirm corresponding to the port Optical system for testing is route, and is started with highest priority and tested;After test, RTU analyze and result is reported to management Center.After administrative center receives test data file, according to the OTDR curve datas and engineering maintenance information of this routing, carry out Accident analysis calculates the geographical location of fault point and the relative distance with forward and backward " terrestrial reference " automatically:According to the side of pre-selection setting Formula sends out warning information, automatically records simultaneously display alarm generation time, obstacle handling time, checkout time, alarm grade, alarm The information such as source and maintenance personnel.
Alarming processing:When alarm occurs, system display alarm information on the screen, on fiber topology figure in different colors Display alarm grade, and make a sound prompt.In addition, operator on duty can confirm to alarm and alarm clearance operates, Real time print goes out the reason of object of alarm, the time that event occurs, alarm on printer, confirms the information such as people.Alarm generation, Acknowledged alarm, alarm clearance data are stored into alarm history database.
Fault location:Repair in order to facilitate maintenance personnel to optical cable, system can be in opening up based on GIS-Geographic Information System The position and surrounding geographical environment for showing that failure occurs are flutterred on figure.By fault location algorithm, system will highlight aobvious on map Show the fault point, so as to maintenance personnel's Quick overhaul.
Data query, statistical report form function:Report is that fiber optic cable maintenance manages necessary Working Means, and system can carry For a set of perfect fiber optic cable maintenance statistical report form.
In administrative center, the software that operating personnel can be provided by system completes input, configuration, modification tested optical fiber, light The information such as title, the device port of cable, and establish be tested the corresponding optical line in luminous power port by correspondence, setting The correspondence of each Optical Cable and photoswitch port is input to data in database according to operating personnel, automatic to establish monitoring The systems such as the optical power monitoring point distribution map that optical cable distribution map, the RTU that RTU distribution maps, each RTU are detected that stand are monitored are matched Set the objects such as work, including distal end monitoring station, optical cable, optical fiber, terrestrial reference and routing, initialized reference curve, setting test thresholding, Change test period and test result report condition etc..
Subscriber management function:To ensure that multi-user's hierarchical access control mechanism may be implemented in system safety, system.System can Different user, which is arranged, has different permissions, and system manager has highest permission, and is responsible for the configuration to user right, specifies The object range of user's operation, to ensure controllability and the safety of entire monitoring network.
Log management:To improve the safety of system, system to user, (visit in systems by all login and operation information Ask daily record, operation log and alarm log etc.) there is detailed record, and query function can be provided.
From system network architecture, it is huge can to play its for the pipeline inspection system that Remote Test Unit is formed Function.Wherein alarm management module can be in the ground with the help of information system, for going to the region of monitoring in a manner of image It is fed back, once find that there are failures in region, timely will take measures to be improved and be adjusted, and with dialog box With the mode of short massage notice, the accurate positionin for Cable's Fault, basic operation, query statistic, analysis record, test rule are realized Draw etc..It is as the value of maintenance management module:It realizes the maintenance and management for monitoring station, forms the data system of static System, to obtain corresponding parameter information, system clock information, work state information.For database server, provide Corresponding lightguide cable link data and data storage Managed Solution, guarantee can carry out inquiry, statistics, classification, modification and delete operation. Remote sensing station (RTU) it is basic composition include:Embedded microprocessor module (MCU), optical time domain reflectometer module (OTDP), Optical Power Monitor Module (OPM), light path handover module (OSW), power module (PWU), Wavelength division multiplexing module or unit (FCM) Deng.
Optical fiber operation monitoring system can monitor and the optical cable within the scope of -35 DEG C of early warning~50 DEG C under above-mentioned extremely cold weather condition Transmission attenuation, especially divide room temperature area (16 DEG C -35 DEG C), the areas Wei Zeng (35 DEG C -50 DEG C), the areas Xian Zeng (- 35 DEG C -16 DEG C), in aerial optical cable section, overall attenuation characteristic test is carried out, the failure of optical fiber under the weather that avoids extremely trembling with fear.
It is understood that the principle that embodiment of above is intended to be merely illustrative of the present and the exemplary implementation that uses Mode, however the present invention is not limited thereto.For those skilled in the art, in the essence for not departing from the present invention In the case of refreshing and essence, various changes and modifications can be made therein, these variations and modifications are also considered as protection scope of the present invention.

Claims (8)

1. optical fiber operation and monitoring method under a kind of extremely cold weather condition, it is characterised in that:
Data interface tier acquires operation data in real time, and is passed up to data analysis layer;
Data analysis layer by receive and standardization described in operation data to establish first database, and by described first It is passed up to operating analysis layer after the data encapsulation of database;
After operating analysis layer is by decapsulating the encapsulation of data, closed according to temperature change is corresponding with optical fiber optical power change System, establishes the second database, and the data in second database are passed up to monitoring center.
2. optical fiber operation and monitoring method under extremely cold weather condition according to claim 1, it is characterised in that:The data connect Mouth layer is made of remote monitoring unit, and the remote monitoring unit includes:Embedded microprocessor module, optical time domain reflection mould Block, luminous power test module, power module, Wavelength division multiplexing module, optical filter module;The operation data includes:Optical fiber is long Degree, optical fiber luminous power, optical fiber threshold value and the variation of optical fiber region real time temperature.
3. optical fiber operation and monitoring method under extremely cold weather condition according to claim 1 or 2, it is characterised in that:The number It is made of data processing server according to process layer, the first database includes resource abstract data, tactful abstract data kimonos Business abstract data.
4. optical fiber operation and monitoring method under extremely cold weather condition according to claim 3, it is characterised in that:The operation point Analysis layer is made of data processing server, and second database includes early warning fault threshold, early warning fault location information, early warning Abort situation operation data, suggestion for operation information, statistics and analysis information.
5. optical fiber operation monitoring system under a kind of extremely cold weather condition, it is characterised in that:Including data interface tier, data processing Layer, operating analysis layer and monitoring center;
Data interface tier acquires operation data in real time, and is passed up to data analysis layer;
Data analysis layer by receive and standardization described in operation data to establish first database, and by described first It is passed up to operating analysis layer after the data encapsulation of database;
After operating analysis layer is by decapsulating the encapsulation of data, closed according to temperature change is corresponding with optical fiber optical power change System, establishes the second database, and the data in second database are passed up to monitoring center.
6. optical fiber operation monitoring system under extremely cold weather condition according to claim 5, it is characterised in that:The data connect Mouth layer is made of remote monitoring unit, and the remote monitoring unit includes:Embedded microprocessor module, optical time domain reflection mould Block, luminous power test module, power module, Wavelength division multiplexing module, optical filter module;The operation data includes:Optical fiber is long Degree, optical fiber luminous power, optical fiber threshold value and the variation of optical fiber region real time temperature.
7. optical fiber operation monitoring system under extremely cold weather condition according to claim 5 or 6, it is characterised in that:The number It is made of data processing server according to process layer, the first database includes resource abstract data, tactful abstract data kimonos Business abstract data.
8. optical fiber operation monitoring system under extremely cold weather condition according to claim 7, it is characterised in that:The operation point Analysis layer is made of data processing server, and second database includes early warning fault threshold, early warning fault location information, early warning Abort situation operation data, suggestion for operation information and statistics and analysis information.
CN201810002811.3A 2018-01-02 2018-01-02 Optical fiber operation and monitoring method and system under a kind of extremely cold weather condition Pending CN108282222A (en)

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CN111565068A (en) * 2020-05-14 2020-08-21 浪潮天元通信信息系统有限公司 Optical cable fault positioning and pushing method for big data analysis based on OTDR (optical time Domain reflectometer)
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CN109067456A (en) * 2018-08-13 2018-12-21 国网内蒙古东部电力有限公司 The early warning of optical fiber property attenuation and compensation system under a kind of extremely cold weather
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Application publication date: 20180713