CN103499831B - Earthquake data monitoring system - Google Patents

Earthquake data monitoring system Download PDF

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CN103499831B
CN103499831B CN201310461250.0A CN201310461250A CN103499831B CN 103499831 B CN103499831 B CN 103499831B CN 201310461250 A CN201310461250 A CN 201310461250A CN 103499831 B CN103499831 B CN 103499831B
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data
analysis
earthquake
monitoring
seismic
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CN103499831A (en
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王西文
雍学善
魏新建
何欣
张建新
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Petrochina Co Ltd
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Petrochina Co Ltd
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Abstract

The invention discloses a seismic data monitoring system, comprising: the system comprises a seismic data field acquisition and storage device, a local area network switch and a seismic data monitoring device; the seismic data monitoring device includes: the seismic data reading module reads the monitoring data of each construction gun in a multi-thread mode; the seismic data calculation module generates a seismic data calculation result according to the monitoring data and a preset monitoring data calculation module; the earthquake data analysis module is used for analyzing earthquake acquisition quality sensitive parameters and attributes according to the earthquake data calculation result and preset target layer construction requirement information to generate an earthquake data analysis result, and the monitoring result generation module is used for generating an earthquake data monitoring result according to the earthquake data analysis result and pre-acquired standard shot data. The method analyzes and evaluates the seismic data acquisition quality of a plurality of work areas in real time from a plurality of aspects such as single shot energy, signal-to-noise ratio, resolution, autocorrelation analysis, abnormal trace and spectrum analysis, ensures the acquisition quality and saves the exploration cost.

Description

A kind of geological data monitoring system
Technical field
The present invention relates to the Real-time Monitor Technique of field earthquake data acquisition, be concretely a kind of earthquake number According to monitoring system.
Background technology
Currently, the earthquake data acquisition instrument of domestic employing mainly includes the SN388 of Sercel company of France, 408UL, 428XL, the ARIES series of ARAM company of Canada, the System of American I/O N company Four, Scorpion, Firefly etc..
In prior art, owing to these instruments are owing to being that different manufacturers produces, deposit in operating system, data Take and seismic acquisition quality monitoring aspect is different: 1, operating system pattern is various, including Windows NT, UNIX, LINUX and Windows XP;2, data access pattern is different, both has Can pass through magnetic tape access geological data, can be taken inventory by NAS again and take, being only capable of of having is deposited by tape Taking geological data, have plenty of and access with SEGD form, have accesses with SEGY form;3, for often The acquisition quality monitoring aspect of big gun is the most different, and they have the most built-in quality monitoring software, analyzes Parameter, evaluation criterion etc. are different, and the evaluation for the acquisition quality of every big gun is difficult to unified.
Summary of the invention
Embodiments providing a kind of geological data monitoring system, system includes: a kind of geological data Monitoring system, system includes: seismic data site collection storage device, LAN switch and earthquake number According to supervising device;Described seismic data site collection storage device, is gathered by external equipment for storage The earthquake monitoring evidence that construction big gun obtains, described geological data supervising device is read by described LAN switch Take the earthquake monitoring data in seismic data site collection storage device;Wherein
Described geological data supervising device includes:
Geological data read module, reads each construction big gun for multithreading and adopts at described geological data scene Monitoring data in collection storage device;
Geological data computing module, for according to described monitoring data and default monitoring data computation module Generate geological data result of calculation;
Seismic data analysis module, for executing according to described geological data result of calculation and the target zone preset Work requires that information carries out the relevant sensitive parameter of seismic acquisition quality and the analysis of attribute, generates geological data Analysis result,
Monitored results generation module, for according to described seismic data analysis result and the standard that obtains in advance Big gun data genaration geological data monitored results.
The supervision packet in seismic data site collection storage device in the embodiment of the present invention includes:
Seismic data acquisition device gathers each construction big gun in incoming seismic data site collection storage device Geological data, express shot point geophone station relation land 3-d seismic exploration assistance data format file, Record the log file of the ground construction information such as dose, well depth and remember all kinds of collection record instrument work The journal file of state.
In the embodiment of the present invention, land 3-d seismic exploration assistance data format file includes: shot point attribute literary composition Part, geophone station property file, shot point geophone station Rankine-Hugoniot relations file.
Supervising according to described shot point attribute SPS file, geophone station attribute SPS in the embodiment of the present invention Control analysis includes: shot point state, geophone station state, the analysis of wave detector pulse clock, field elevation are quiet Correction analysis, dynamic correction analysis.
Including according to described shot point geophone station Rankine-Hugoniot relations file in the embodiment of the present invention: carry out shot point inspection The parsing of wave point relation correctness.
Earthquake record data in the embodiment of the present invention and SPS file and journal file generate geological data prison Control result include: seismic data acquisition device gather each construction big gun data time status information monitoring and Quality relevant sensitization parameter and the setting and evaluation result, all kinds of monitoring that calculate extraction, standard shot of attribute The figure of result is shown.
Status information in the embodiment of the present invention includes: blaster status information, hypocentral location and state letter Breath, the Synchronization Status Message of encoder and the Synchronization Status Message of decoder.
Monitoring parameter model in the embodiment of the present invention includes: big gun energy arithmetic model, signal-to-noise ratio (SNR) Algorithm mould Type, resolution algorithm model, autocorrelation analysis algorithm model, spectral analysis algorithm model and abnormal road Algorithm model.
Sensitive parameter and attribute that quality in the embodiment of the present invention is relevant include: interference, first arrival before first arrival District's energy, face intensity of wave, intensity of acoustic wave, target zone energy and signal to noise ratio, dominant frequency and frequency, FK spectrum, Resolution ratio, abnormal road parsing etc..
The earthquake record data of each construction big gun in the embodiment of the present invention include: SEG2, SEGD, SEGY(SEG refers to Society of Exploration Geophysicists standard reference tape data form) etc. note Record form type code, the sample value of each sampling point in essential record each construction Bao Zhongge road, each channel amplitude spectrum, sample rate, The instrument that road length, total number of channels etc. are changed between construction information, and above-mentioned form.
Meanwhile, the system of the embodiment of the present invention also includes: magnetic tape station and network attached storage dish, described magnetic Being the storage medium of real time record list big gun data with machine, described network attached storage dish is exchanged by LAN Machine is connected with described geological data supervising device.
The present invention support to current main-stream earthquake data acquisition instrument, provides unified multi-level simultaneously Single big gun criteria of quality evaluation, the current construction data quality of monitoring objective for user, real-time, instrument construction State provides strong technical support.This technology not only can be with the matter of the current construction data of monitoring analysis Amount, the construction parameter for next big gun arranges offer Technical Reference simultaneously, achieves good in actual applications Effect.Meanwhile, the system of the present invention respectively from single big gun energy, signal to noise ratio, resolution ratio, autocorrelation analysis, The earthquake data acquisition quality in multiple work areas has been carried out dividing in real time by the abnormal many aspects such as road and spectrum analysis Analysis with evaluate, for real-time for ground observation quality of construction squad, field surveillance and Party A administrative department Pass judgment on and provide common yardstick and standard;Ensure that field seismic acquisition data quality is in gatherer process Monitored in time, pinpointed the problems, adjust in time and remedy, it is ensured that acquisition quality, saved exploration cost.
For the above and other objects, features and advantages of the present invention can be become apparent, cited below particularly relatively Good embodiment, and coordinate institute's accompanying drawings, it is described in detail below.
Accompanying drawing explanation
In order to be illustrated more clearly that the embodiment of the present invention or technical scheme of the prior art, below will be to reality Execute the required accompanying drawing used in example or description of the prior art to be briefly described, it should be apparent that below, Accompanying drawing in description is only some embodiments of the present invention, for those of ordinary skill in the art, On the premise of not paying creative work, it is also possible to obtain other accompanying drawing according to these accompanying drawings.
Fig. 1 is the structured flowchart of geological data monitoring system disclosed by the invention;
Fig. 2 is the structured flowchart of supervising device in the embodiment of the present invention;
Fig. 3 is the connection diagram of an embodiment of the present invention;
Fig. 4 is list big gun data evaluation flow chart of the present invention.
Detailed description of the invention
Below in conjunction with the accompanying drawing in the embodiment of the present invention, the technical scheme in the embodiment of the present invention is carried out Clearly and completely describe, it is clear that described embodiment is only a part of embodiment of the present invention, and It is not all, of embodiment.Based on the embodiment in the present invention, those of ordinary skill in the art are not doing Go out the every other embodiment obtained under creative work premise, broadly fall into the scope of protection of the invention.
The invention discloses a kind of geological data monitoring system, as it is shown in figure 1, the system of the present invention includes: Seismic data site collection storage device 101, LAN switch 102 and geological data supervising device 103; Seismic data site collection storage device 101, for gathering the earthquake number of construction big gun by external equipment 104 According to, geological data supervising device 103 reads seismic data site collection by LAN switch 102 and deposits Data in storage device 101.
As in figure 2 it is shown, in the embodiment of the present invention, geological data supervising device 103 includes:
Geological data read module 1031, is used for reading each construction big gun in described seismic data site collection Monitoring data in storage device also combine shot point geophone station relation with certain method and carry out Data Analysis;
Monitored results generation module 1032, according to described monitoring geological data and shot point geophone station relation and The information such as target zone carry out the relevant sensitive parameter of seismic acquisition quality and the analytic statistics of attribute and result Cheng Tu, and define standard shot at many levels according to analysis result (with a certain sense parameter of diagnosis allergy and attribute Construction big gun as weigh other big gun quality yardstick) evaluate monitoring geological data quality, generation can not Change monitored results report.
In the embodiment of the present invention, the supervision packet in seismic data acquisition device includes: earthquake data acquisition Land 3-D seismics in the geological data of each construction big gun of device collection, seismic data acquisition device is surveyed Visit assistance data format file, record the ground construction information such as dose, well depth log file and Journal file, SPS file therein includes: shot point property file, geophone station property file, shot point are examined Wave point Rankine-Hugoniot relations file, the geological data of each construction big gun includes: SEG2, SEGD, SEGY(SEG Refer to Society of Exploration Geophysicists standard reference tape data form) etc. record format code, with And the sample value of each sampling point in each construction Bao Zhongge road, each channel amplitude spectrum, sample rate, road length, total number of channels Deng.In the present invention, described monitoring data content and quality relevant sensitization parameter and attributive analysis generate earthquake Data monitoring result includes: shot point state, geophone station state, the analysis of wave detector pulse clock, field Elevation calculation is analyzed, dynamic correction analysis, the parsing of shot point geophone station relation correctness, blaster state Information, hypocentral location and status information, the Synchronization Status Message of encoder and the synchronous regime of decoder Interference, first arrival district energy, face intensity of wave, intensity of acoustic wave, target zone energy and noise before information, first arrival The analysis of the sensitive parameter such as ratio, dominant frequency and frequency, FK analysis of spectrum, resolution ratio, abnormal road parsing and statistics Deng sensitive parameter and the monitoring analysis of status information and the monitored results evaluated by standard shot.
Below in conjunction with specific embodiment, the embodiment of the present invention is described in further details.
The geological data monitoring system of the present invention, being embodied as is point two big steps: the first, never build The earthquake data acquisition instrument of same model reads the platform of every big gun data in real time;The second, real to every big gun data Time assay.
The pattern building the platform various instrument access geological data reading every big gun data in real time is not quite similar, But, they can connect various external equipments, such as, magnetic tape station, network with the form of LAN Additional storage dish etc..To this end, the present invention utilizes LAN to be connected with earthquake data acquisition instrument, Jin Ershi Time read every big gun data, as it is shown on figure 3, be the connection diagram of an embodiment of the present invention, it includes Earthquake-capturing instrument host 301, LAN switch 302 and geological data supervising device 303, this reality Execute and example uses a PC as geological data supervising device, the various geological datas received are carried out data Treatment Analysis is evaluated.Additionally, the present embodiment also includes: magnetic tape station 304 and NAS(Net Attached Storage, network attached storage) dish 305, magnetic tape station is the storage medium of real time record list big gun data; NAS dish is the network hard disc in order to back up the single big gun data of storage.Magnetic tape station 304 is by earthquake-capturing instrument Main frame 301 is connected to LAN switch 302, thus realizes the connection with supervising device 303, NAS Dish leads to 305 LAN switches 302 excessively and is connected with supervising device.
The first step in the embodiment of the present invention, builds the earthquake data acquisition instrument from different model and reads in real time Take the platform of every big gun data and be divided into following step:
1, INSTRUMENT MODEL is set;
2, arranging the IP address of the machine is some address in the IP address range of instrument place;
3, by instrument built in user name and password, the machine and earthquake-capturing instrument host or NAS are connected Dish;
4, SEGD geological data place catalogue is monitored in real time;
5, SPS file place catalogue is monitored in real time;
6, journal file place catalogue is monitored in real time.
Second step, to every big gun data real time analysis and assessmt:
Pass through the first step, it is possible to obtain the geological data of each big gun, SPS file and journal file etc. in real time Data.Often obtaining big gun data, the embodiment of the present invention, by following flow startup quality monitoring module, is entered The real-time A+E of row.Its analysis process is as shown in Figure 4.
Step S401, seismic data acquisition device gathers in real time single big gun data, real-time SPS data and in real time Journal file;
Step S402, receives the most single big gun data, real-time SPS data and journal file, generates monitoring literary composition Part, this step is realized by LAN switch device, and LAN switch receives data, generates monitoring literary composition Part;
Step S403, starts single big gun fileinfo list thread, starts quality prison according to parameter list thread Control thread, this step is performed by geological data supervising device;
Step S404, updates single big gun list according to SPS file, updates base map, start big gun energy, resolution The threads such as rate, signal to noise ratio, spectrum analysis, monitor stl status according to journal file;
Step S405, shows with forms such as form, image, reports, preserves assay result.Step S404 and step S405 also have geological data supervising device to perform.
For geological data, SPS file and journal file, the embodiment of the present invention is utilized respectively following principle It is monitored, analyzes.
1) monitoring earthquake data quality:
For each big gun of construction, this module can by real time its energy of analysis, signal to noise ratio, resolution ratio, Auto-correlation, the abnormal parameter such as road and frequency spectrum, evaluate its quality.
1. the algorithm of big gun energy:
A = Σ i = 1 N Σ j = 1 M | a ij 2 | - - - ( 1 )
A is certain big gun gross energy, and N is the total number of channels of certain big gun, and M is number of samples together, aijFor i road jth The sample value of individual sampling point.
Road energy calculation formula:
A ij = a ij 2
AijFor the energy of Mou Bao the i-th road jth sampling point, aijFor the sample value of i road jth sampling point, aijLogical Cross earthquake data acquisition instrument directly to gather.
2. the algorithm of signal to noise ratio:
If Seismic Traces is xi(t)=si(t)+ni(t) (i=1,2 ..., N), total N road, wherein, si(t) be The useful signal in earthquake record the i-th road, niT () is the i-th road noise signal, xiT () is the resultant signal in the i-th road, T is the time, xiT () is directly obtain from earthquake-capturing instrument.The Fourier that this Seismic Traces is corresponding It is transformed to xiF (), f is seismic channel frequency.Utilize signal correction in adjacent seismic channel and noise is incoherent Principle can draw, the average power spectra of Seismic Traces is:
P - x ( f ) = 1 2 N [ | x 1 ( f ) | 2 + Σ i = 1 N - 1 Px i , i + 1 ( f ) + | x N ( f ) | 2 ] - - - ( 2 )
The power spectrum of signal is: P - s ( f ) = 1 2 N - 1 Σ i = 1 N - 1 Ps i , i + 1 ( f ) - - - ( 3 )
Wherein: Ps i , i + 1 = x i ( f ) x i + 1 ( f ) ‾ + x i ( f ) ‾ x i + 1 ( f ) ;
Px i , i + 1 = | x i ( f ) | 2 + | x i + 1 ( f ) | 2 .
In formulaIt is the conjugation of x (f), | xi(f) | for Fourier transform value xiF () delivery, then noise is flat All power spectrum are:
P ‾ n ( f ) = P ‾ x ( f ) - P ‾ s ( f ) - - - ( 4 )
Then the signal to noise ratio of analyzed area is:
3. the algorithm of resolution ratio:
The amplitude spectrum frequency spectrum of window Nei Gedao when calculating with fast fourier algorithm FFT, if each in analyst coverage Channel amplitude spectrum is Ai(f), (i=1,2 ..., N), total N road.It is done normalized with following formula:
In formula, Ai0F () is the amplitude spectrum after the normalization of I road,It it is I channel amplitude The maximum of spectrum.The computing formula of resolution ratio VPRS is:
VPRS = 1 m Σ f = 1 m [ A i 0 2 ( f ) Ps ( f ) Px ( f ) ]
Ps (f) and Px (f) and formula (3) synonym in formula.
4. autocorrelation analysis algorithm
Use fast fourier algorithm (FFT) process as follows:
If seismic signal to be analyzed is { xk, its discrete auto-correlation function is:
If { xkFrequency spectrum be { Xj, then Corr (x)jIt is equal toInverse discrete Fu In leaf transformation, wherein asterisk represents complex conjugate.
We with following steps calculate seismic channel auto-correlation:
Calculate { xkDFT{xk}.
Ask Z k = X k X k *
Seek ZkInverse discrete Fourier transform obtain Corr (x)j, wherein, ZkRepresent seismic channel frequency spectrum convolution.
5. spectral analysis algorithm
Spectrum analysis uses fast fourier algorithm (FFT).
X (e in formula) it is a continuous function, it is impossible to the most on computers Do digital operation.In order to realize spectrum analysis on computers, it is necessary to the frequency spectrum of x (n) is made discrete approximation. There is limit for length's discrete signal x (n), n=0,1 ..., the DFT (DFT) of N-1 is defined as
X ( k ) = Σ n = 0 N - 1 x ( n ) w N - nk - - - ( 5 )
In formula, WN=exp(-j2π/N),n=0,1,...,N-1.Its inverse transformation is defined as
x ( n ) = ( 1 / N ) Σ k = 0 N - 1 X ( k ) * W N - nk - - - ( 6 )
Wherein, N is earthquake number of channels, and X (k) is referred to as DFT coefficient, and x (n) is one geological data.
Write the definition of DFT transform as matrix form, obtained X=A*x.The wherein conversion square of DFT Battle array A is,
A = 1 1 . . . 1 1 W N 1 . . . W N N - 1 . . . . . . . . . . . . 1 W N N - 1 . . . W N ( n - 1 ) 2 - - - ( 7 )
Dominant frequency is frequency spectrum maximum, and frequency range is 30% about dominant frequency.
6. abnormal road algorithm
The energy method of comparison that this module is closed on according to calculating, if certain energy closed on surrounding together Difference is excessive, such as more than 90%, is the most tentatively set to abnormal road, then, marks for customer analysis. By the abnormal road of monitoring, monitor the duty of wave detector further.
2) monitoring SPS data
Along with the carrying out produced, every day updates output to SPS file, is used for being supplied to data processing centre and enters Row data interpretation, is also most useful most important file in output file simultaneously.SPS file and other shakes The destination file in source, is a set of normative document, exports shot point result at focus in constructing, and comprises every The distortion of every focus, phase place in once gathering, exert oneself, the various data such as coordinate;Receive some quality and Field unit class SPS file is respectively used to wave detector pulse, resistance result analysis and finds the field lost Unit (acquisition station, power station, cross-station etc.).
3) monitoring journal file
Journal file have recorded the step that earthquake-capturing instrument is the most important.To this end, can supervise Control SPS file import, amendment, derived information, can monitor acquisition instrument gather every big gun data time Status information, including the synchronous regime of blaster state, hypocentral location and state, encoder and decoder Etc..
The present invention support to current main-stream earthquake data acquisition instrument, provides unified big gun quality simultaneously Evaluation criterion, the current construction data quality of monitoring objective for user, real-time, instrument Construction State provide Strong technical support.This technology not only can be with the quality of the current construction data of monitoring analysis, simultaneously Construction parameter for next big gun arranges offer Technical Reference, achieves good result in actual applications.With Time, the system of the present invention is divided from single big gun energy, signal to noise ratio, resolution ratio, autocorrelation analysis and frequency spectrum respectively The many aspects such as analysis have carried out real-time A+E to the earthquake data acquisition quality in multiple work areas, for executing Work squad, field surveillance and Party A administrative department provide jointly for passing judgment in real time of ground observation quality Yardstick and standard;Ensure that field seismic acquisition data quality is monitored in gatherer process in time, Pinpoint the problems, adjust in time and remedy, it is ensured that acquisition quality, save exploration cost.
The present invention applies specific embodiment principle and the embodiment of the present invention are set forth, with The explanation of upper embodiment is only intended to help to understand method and the core concept thereof of the present invention;Simultaneously for One of ordinary skill in the art, according to the thought of the present invention, in specific embodiments and applications All will change, in sum, this specification content should not be construed as limitation of the present invention.

Claims (4)

1. a geological data monitoring system, it is characterised in that described system includes: geological data is existing Field acquisition and storage device, LAN switch and geological data supervising device;Described geological data scene is adopted Collection storage device, the earthquake monitoring data obtained by external equipment collection construction big gun for storage, described Geological data supervising device is read in seismic data site collection storage device by described LAN switch Earthquake monitoring data;Described earthquake monitoring data include: each of seismic data acquisition device collection executes The earthquake record data of work big gun, the land 3-d seismic exploration assistance data lattice of expression shot point geophone station relation Formula file, include recording dose, the log file of ground construction information of well depth and recording all kinds of The journal file of acquisition instrument duty;Wherein
Described geological data supervising device includes:
Geological data read module, reads each construction big gun for multithreading and adopts at described geological data scene Monitoring data in collection storage device, wherein, the geological data of each construction big gun includes following record format Code: SEG2, SEGD, SEGY record format code;
Geological data computing module, for according to described monitoring data and default monitoring data computation model Generate geological data result of calculation;Wherein, described monitoring data computation model includes: energy arithmetic model, Signal-to-noise ratio (SNR) Algorithm model, resolution algorithm model, autocorrelation analysis algorithm model, spectral analysis algorithm mould Type, abnormal road algorithm model;
Seismic data analysis module, for executing according to described geological data result of calculation and the target zone preset Work requires that information carries out the relevant sensitive parameter of seismic acquisition quality and the analysis of attribute, generates geological data Analysis result;
Monitored results generation module, for according to described seismic data analysis result and the standard that obtains in advance Big gun data genaration geological data monitored results;
Wherein, described monitored results generation module according to described seismic data analysis result and obtains in advance Standard shot data genaration geological data monitored results includes: according to described earthquake record data and land three-dimensional Seismic prospecting assistance data format file and journal file monitor described seismic data site collection storage device Gather the monitored results that the status information of each construction big gun data generates;According to quality relevant sensitization parameter and Calculating of attribute is extracted, the pattern evaluation monitored results arranging generation of standard shot;
Earthquake-capturing is carried out according to described geological data result of calculation and the target zone construction requirement information preset Sensitive parameter that quality is relevant and the analysis of attribute include the analysis to following sensitive parameter and statistics: first arrival Front interference, first arrival district energy, face intensity of wave, intensity of acoustic wave, target zone energy and signal to noise ratio, dominant frequency and Frequency, FK spectrum, resolution ratio, abnormal road resolve;According to described shot point property file, geophone station attribute literary composition Part carries out including shot point state, geophone station state, the analysis of wave detector pulse clock, the quiet school of field elevation Positive analysis, dynamic correction analysis;Shot point geophone station pass is carried out according to described shot point geophone station Rankine-Hugoniot relations file It it is the parsing of correctness;
Described status information includes: blaster status information, hypocentral location and status information, encoder Synchronization Status Message and the Synchronization Status Message of decoder.
2. geological data monitoring system as claimed in claim 1, it is characterised in that described land three Dimension seismic prospecting assistance data format file includes: shot point property file, geophone station property file, shot point Geophone station Rankine-Hugoniot relations file.
3. geological data monitoring system as claimed in claim 1, it is characterised in that described each construction The record format code that earthquake record data are standard reference tape data form of big gun, is used for recording each construction big gun The sample value of each sampling point in Zhong Ge road, each channel amplitude spectrum, sample rate, road length, total number of channels construction information.
4. geological data monitoring system as claimed in claim 1, it is characterised in that described system is also Including:
Magnetic tape station, described magnetic tape station is used for real time record list big gun data;
Network attached storage dish, described network attached storage dish is by LAN switch and described earthquake number It is connected according to supervising device.
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CN104656623B (en) * 2015-02-02 2017-02-22 东华大学 Earthquake industry cluster multi-link node monitoring system
CN106842294B (en) * 2015-12-04 2021-01-29 中国石油化工股份有限公司 Method for separating OBC (on-board diagnostics) acquired data of tidal flat zone
CN106154307B (en) * 2016-06-21 2018-11-20 中国矿业大学 A kind of microseism recognition methods of coal petrography impact Failure Model
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CN109031418A (en) * 2018-07-17 2018-12-18 中国石油天然气股份有限公司 Seismic acquisition quality analysis method and device
CN112305603B (en) * 2019-08-02 2024-03-26 中国石油天然气股份有限公司 Quality monitoring method and system for node instrument
CN112649896A (en) * 2019-10-12 2021-04-13 中国石油化工股份有限公司 Comprehensive evaluation method and system for seismic record
CN113945965A (en) * 2020-07-17 2022-01-18 中国石油天然气股份有限公司 Seismic data monitoring method and device
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