CN111461537A - Oil gas production data based classified quantity counting method and control system - Google Patents

Oil gas production data based classified quantity counting method and control system Download PDF

Info

Publication number
CN111461537A
CN111461537A CN202010243944.7A CN202010243944A CN111461537A CN 111461537 A CN111461537 A CN 111461537A CN 202010243944 A CN202010243944 A CN 202010243944A CN 111461537 A CN111461537 A CN 111461537A
Authority
CN
China
Prior art keywords
data
information
oil
gas well
gas
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN202010243944.7A
Other languages
Chinese (zh)
Inventor
周涛
蔡晓蕾
祝飞
朱毅
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.)
Shandong Victorysoft Technology Co ltd
Original Assignee
Shandong Victorysoft Technology Co ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Shandong Victorysoft Technology Co ltd filed Critical Shandong Victorysoft Technology Co ltd
Priority to CN202010243944.7A priority Critical patent/CN111461537A/en
Publication of CN111461537A publication Critical patent/CN111461537A/en
Pending legal-status Critical Current

Links

Images

Classifications

    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q10/00Administration; Management
    • G06Q10/06Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
    • G06Q10/063Operations research, analysis or management
    • G06Q10/0639Performance analysis of employees; Performance analysis of enterprise or organisation operations
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/22Indexing; Data structures therefor; Storage structures
    • G06F16/2291User-Defined Types; Storage management thereof
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/24Querying
    • G06F16/245Query processing
    • G06F16/2457Query processing with adaptation to user needs
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06FELECTRIC DIGITAL DATA PROCESSING
    • G06F16/00Information retrieval; Database structures therefor; File system structures therefor
    • G06F16/20Information retrieval; Database structures therefor; File system structures therefor of structured data, e.g. relational data
    • G06F16/28Databases characterised by their database models, e.g. relational or object models
    • G06F16/283Multi-dimensional databases or data warehouses, e.g. MOLAP or ROLAP
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q50/00Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
    • G06Q50/02Agriculture; Fishing; Mining

Abstract

The invention discloses a quantity counting method and a control system based on classification of oil and gas production data, which comprises the following steps: the method comprises the following steps of acquiring data, directly uploading the data information produced by the oil-gas well through each operation unit for producing the oil-gas well, or inputting the data information produced by the oil-gas well from an external data source, defining a data format according to data storage requirements, managing data storage, and safely scanning the acquired data information produced by the oil-gas well. According to the invention, the data is subjected to secondary segmentation processing after being acquired, so that the production information of the whole oil-gas well is segmented into data information units which are graded by day and well name codes and can be independently managed, the data information units are conveniently recombined and restored in the subsequent process, meanwhile, the indexing and scanning efficiency is improved, the flexibility of data processing is enhanced, convenience is provided for data processing and analysis, the information of the reaction in the data can be accurately acquired in multiple dimensions, and the analysis and evaluation are convenient for making predictions.

Description

Oil gas production data based classified quantity counting method and control system
Technical Field
The invention relates to the technical field of oil and gas production data statistical processing, in particular to a quantity counting method and a control system based on classification of oil and gas production data.
Background
Oil and gas production refers to the activities of extracting oil and gas from an oil and gas reservoir to the earth surface, collecting, hauling, processing, storing on site, managing a mining area and the like, along with the continuous deepening of information construction of oil and gas enterprises, various database systems are developed by the oil and gas enterprises, but the database systems used by the oil and gas enterprises only realize the storage of the data at present, the storage mode is direct accumulation type storage, the problem that how to correctly and effectively process the data to obtain the information reflected in the data is troublesome, and meanwhile, the safety of data storage access is rarely considered.
Disclosure of Invention
The invention aims to solve the defects in the prior art and provides a quantity measuring method and a control system based on classification of oil and gas production data.
In order to achieve the purpose, the invention adopts the following technical scheme:
a method of quantity counting based on classification of oil and gas production data, comprising: the method comprises the following steps:
s1: data acquisition, namely directly uploading data information produced by the oil and gas well through each operation unit for oil and gas well production, or inputting the data information produced by the oil and gas well from an external data source, and defining a data format according to data storage requirements;
s2: the data storage management comprises the steps of carrying out safety scanning on the acquired data information produced by the oil-gas well, carrying out subsequent processing on the data information produced by the oil-gas well through the safety scanning, carrying out data segmentation processing on the acquired data information of the oil-gas well through a database system service tool, segmenting logically integral data into a plurality of data units, and adding well name codes, date information and safety grade information of the oil-gas well to the segmented data units to generate an oil-gas well information table;
s3: storing the processed data in a multidimensional database, performing internal maintenance and management on the stored data, and performing rotation integration and data information accumulation on the data according to data analysis requirements;
s4: and the data access is used for carrying out data query access on the data information of the oil and gas wells stored in the multidimensional database.
As a further description of the above technical solution:
the data segmentation processing mode in the data storage management comprises the following steps;
SS 1: dividing the data information produced by the oil-gas well into data information units with the date as the grade as a whole according to the date information;
SS 2; and performing secondary division on the data information units with the grade of the day according to the well name codes to obtain the data information units with the grade of the day and the well name codes.
As a further description of the above technical solution:
the data rotation comprehensive processing mode is that data rotation comprehensive processing is performed according to date, data units which are divided into data information units with the date and well name codes as the levels are recorded in a daily data set one by one according to the periods of days, weeks, months and the like, then data of seven days of a week are comprehensively processed and recorded in a weekly data set, and data of one month are comprehensively processed and recorded in a monthly data set;
the data information accumulation processing mode is that the data information units which are obtained by the division processing and take the day and well name codes as the levels are accumulated day by day and then are stored.
As a further description of the above technical solution:
the data access further comprises the steps of:
a: the method comprises the steps that data query is generated, a worker inputs a retrieval mode through an information access terminal to perform data retrieval query, the queried and obtained data are fed back to the information access terminal to be displayed, and operations such as tabulation, printing and copying are performed on the data according to needs;
b: analyzing the access authority, and determining the authority of the accessed data unit according to the code of the information access terminal;
c: and (4) multidimensional analysis processing, namely determining an access authority range according to the access authority, retrieving and acquiring the data information produced by the oil and gas wells stored in the multidimensional database according to a retrieval mode, recombining the analyzed and retrieved data according to the retrieval mode, feeding the recombined data back to the information access terminal, and performing safety detection on the information access terminal.
As a further description of the above technical solution:
the method for carrying out security detection on the information access terminal comprises the steps of carrying out security detection on software installed on the information access terminal, detecting networking security of the information access terminal, and carrying out security detection on an external connection tool of the information access terminal.
A control system based on a quantity measuring method for classification of oil and gas production data comprises a data acquisition unit, a data storage management unit, a multidimensional database, a multidimensional data analysis server and an information access terminal;
the data acquisition units are arranged in a plurality of groups and are respectively and independently arranged in the oil-gas well operation working chamber;
the data acquisition units are connected with the data storage management unit, and the data storage management unit is connected with the multidimensional database;
the multidimensional data analysis server is a data retrieval front end of a multidimensional database, is connected with the multidimensional database and is also connected with a plurality of information access terminals, wherein the plurality of information access terminals have different access authorities, and are convenient to use by matching with different managers
As a further description of the above technical solution:
the data storage management unit consists of a data security scanning module and a data segmentation processing module, and the output end of the data security scanning module is connected with the input end of the data segmentation processing module.
As a further description of the above technical solution:
the multidimensional analysis server consists of a terminal security detection module, an access authority analysis module and a data information retrieval module, and the terminal security detection module, the access authority analysis module and the data information retrieval module are sequentially connected.
Advantageous effects
The invention provides a quantity counting method based on classification of oil and gas production data and a control system. The method has the following beneficial effects:
(1): according to the oil and gas production data-based classification quantitative method and the control system, data are subjected to secondary segmentation processing after the data are acquired, the production information of the whole oil and gas well is segmented into data information units which are graded by day and well name codes and can be independently managed, the data information units are conveniently recombined and restored in the subsequent process, meanwhile, the indexing and scanning efficiency is improved, the data processing flexibility is enhanced, convenience is brought to data processing analysis, information of reaction in the data can be accurately acquired in multiple dimensions, and analysis and evaluation are facilitated to make predictions.
(2): according to the oil-gas production data-based classification quantity counting method and the control system, the obtained data information produced by the oil-gas well is safely scanned and then stored, meanwhile, the access terminal is safely detected during data access, the safety of data storage access is improved, and data leakage and loss are prevented.
Drawings
FIG. 1 is a schematic diagram of a control system for a categorized quantity method based on oil and gas production data according to the present invention;
FIG. 2 is a diagram of a data storage management unit according to the present invention;
fig. 3 is a schematic diagram of a multidimensional data analysis server in the invention.
Detailed Description
The technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments.
Referring to fig. 1-3, a categorized quantity method based on oil and gas production data includes: the method comprises the following steps:
s1: data acquisition, namely directly uploading data information produced by the oil and gas well through each operation unit for oil and gas well production, or inputting the data information produced by the oil and gas well from an external data source, and defining a data format according to data storage requirements;
s2: the data storage management comprises the steps of carrying out safety scanning on the acquired data information produced by the oil-gas well, carrying out subsequent processing on the data information produced by the oil-gas well through the safety scanning, carrying out data segmentation processing on the acquired data information of the oil-gas well through a database system service tool, segmenting logically integral data into a plurality of data units, and adding well name codes, date information and safety grade information of the oil-gas well to the segmented data units to generate an oil-gas well information table;
the well name code, date information and safety level information of the oil and gas well are added into the segmented data unit, so that the segmented data unit can be conveniently indexed in the later process, and the reorganization, recovery and access authority limitation are realized.
S3: storing the processed data in a multidimensional database, performing internal maintenance and management on the stored data, and performing rotation integration and data information accumulation on the data according to data analysis requirements;
s4: and the data access is used for carrying out data query access on the data information of the oil and gas wells stored in the multidimensional database.
The data segmentation processing mode in the data storage management comprises the following steps;
SS 1: dividing the data information produced by the oil-gas well into data information units with the date as the grade as a whole according to the date information;
SS 2; and performing secondary division on the data information units with the grade of the day according to the well name codes to obtain the data information units with the grade of the day and the well name codes.
Through carrying out the secondary segmentation processing with data, realize cutting apart whole oil gas well production information into and use day and well name code to be the data information unit that can independently manage of rank, be convenient for carry out recombination and recovery to the data information unit in the subsequence, improve the efficiency of index, scanning simultaneously, strengthen data processing's flexibility, for data processing analysis provides convenience, can be accurate multidimension acquire the information of reaction in the data, be convenient for carry out analysis evaluation and make the prediction
The data rotation comprehensive processing mode is that the data rotation comprehensive processing is performed according to the date, data units which are divided into data information units with the date and well name codes as the levels are recorded in a daily data set one by one according to the periods of the day, the week, the month and the like, then the data of seven days of the week are comprehensively processed and recorded in a weekly data set, and the data of one month are comprehensively processed and recorded in a monthly data set;
the data information accumulation processing is performed in such a manner that data information units in the order of day and well name codes obtained by the division processing are accumulated day by day and then stored.
The data access further comprises the steps of:
a: the method comprises the steps that data query is generated, a worker inputs a retrieval mode through an information access terminal to perform data retrieval query, the queried and obtained data are fed back to the information access terminal to be displayed, and operations such as tabulation, printing and copying are performed on the data according to needs;
b: analyzing the access authority, and determining the authority of the accessed data unit according to the code of the information access terminal;
c: and (4) multidimensional analysis processing, namely determining an access authority range according to the access authority, retrieving and acquiring the data information produced by the oil and gas wells stored in the multidimensional database according to a retrieval mode, recombining the analyzed and retrieved data according to the retrieval mode, feeding the recombined data back to the information access terminal, and performing safety detection on the information access terminal.
The method for carrying out security detection on the information access terminal comprises the steps of carrying out security detection on software installed on the information access terminal, detecting networking security of the information access terminal, and carrying out security detection on an external connection tool of the information access terminal.
The data is safely scanned in the data acquisition import book, the security detection of software installed in the information access terminal, the networking security detection of the information access terminal and the security detection of an external connection tool of the information access terminal are realized when the information access terminal inquires and accesses the data, the security of data storage and access is improved, and data leakage and loss are prevented.
A control system based on a quantity measuring method for classification of oil and gas production data comprises a data acquisition unit, a data storage management unit, a multidimensional database, a multidimensional data analysis server and an information access terminal;
the data acquisition units are arranged in a plurality of groups and are respectively and independently arranged in the oil-gas well operation working chamber;
the data acquisition units are connected with the data storage management unit, and the data storage management unit is connected with the multidimensional database;
the multidimensional data analysis server is a data retrieval front end of a multidimensional database, is connected with the multidimensional database, and is also connected with a plurality of information access terminals, wherein the plurality of information access terminals have different access authorities and are convenient to be used by different managers,
the information access terminals with different access rights are suitable for people with different management levels to use, and information is prevented from being stolen.
The data storage management unit consists of a data security scanning module and a data segmentation processing module, and the output end of the data security scanning module is connected with the input end of the data segmentation processing module.
The multidimensional analysis server consists of a terminal security detection module, an access authority analysis module and a data information retrieval module, and the terminal security detection module, the access authority analysis module and the data information retrieval module are sequentially connected.
In the description herein, references to the description of "one embodiment," "an example," "a specific example," etc., mean that a particular feature, structure, material, or characteristic described in connection with the embodiment or example is included in at least one embodiment or example of the invention. In this specification, the schematic representations of the terms used above do not necessarily refer to the same embodiment or example. Furthermore, the particular features, structures, materials, or characteristics described may be combined in any suitable manner in any one or more embodiments or examples.
The above description is only for the preferred embodiment of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art should be considered to be within the technical scope of the present invention, and the technical solutions and the inventive concepts thereof according to the present invention should be equivalent or changed within the scope of the present invention.

Claims (8)

1. A method of quantity counting based on classification of oil and gas production data, comprising: the method comprises the following steps:
s1: data acquisition, namely directly uploading data information produced by the oil and gas well through each operation unit for oil and gas well production, or inputting the data information produced by the oil and gas well from an external data source, and defining a data format according to data storage requirements;
s2: the data storage management comprises the steps of carrying out safety scanning on the acquired data information produced by the oil-gas well, carrying out subsequent processing on the data information produced by the oil-gas well through the safety scanning, carrying out data segmentation processing on the acquired data information of the oil-gas well through a database system service tool, segmenting logically integral data into a plurality of data units, and adding well name codes, date information and safety grade information of the oil-gas well to the segmented data units to generate an oil-gas well information table;
s3: storing the processed data in a multidimensional database, performing internal maintenance and management on the stored data, and performing rotation integration and data information accumulation on the data according to data analysis requirements;
s4: and the data access is used for carrying out data query access on the data information of the oil and gas wells stored in the multidimensional database.
2. The categorized quantity counting method based on oil and gas production data according to claim 1, wherein the data partitioning process in the data storage management comprises the steps of;
SS 1: dividing the data information produced by the oil-gas well into data information units with the date as the grade as a whole according to the date information;
SS 2; and performing secondary division on the data information units with the grade of the day according to the well name codes to obtain the data information units with the grade of the day and the well name codes.
3. A quantity measuring method based on oil and gas production data classification according to claim 1, characterized in that the data rotation comprehensive processing mode is a date rotation comprehensive processing, data information units divided into data units with the date and well name codes as the grades are recorded in a daily data set one by one according to the period of day, week, month and the like, then data of seven days of a week are comprehensively processed and recorded in a weekly data set, and data of one month are comprehensively processed and recorded in a monthly data set;
the data information accumulation processing mode is that the data information units which are obtained by the division processing and take the day and well name codes as the levels are accumulated day by day and then are stored.
4. The categorized quantity method based on oil and gas production data according to claim 1, wherein said data access further comprises the steps of:
a: the method comprises the steps that data query is generated, a worker inputs a retrieval mode through an information access terminal to perform data retrieval query, the queried and obtained data are fed back to the information access terminal to be displayed, and operations such as tabulation, printing and copying are performed on the data according to needs;
b: analyzing the access authority, and determining the authority of the accessed data unit according to the code of the information access terminal;
c: and (4) multidimensional analysis processing, namely determining an access authority range according to the access authority, retrieving and acquiring the data information produced by the oil and gas wells stored in the multidimensional database according to a retrieval mode, recombining the analyzed and retrieved data according to the retrieval mode, feeding the recombined data back to the information access terminal, and performing safety detection on the information access terminal.
5. The quantity counting method based on oil and gas production data classification of claim 4, wherein the method for safely detecting the information access terminal comprises the steps of carrying out safety detection on software installed in the information access terminal, detecting networking safety of the information access terminal, and carrying out safety detection on an external connection tool of the information access terminal.
6. A control system based on a quantity measuring method for classification of oil and gas production data is characterized by comprising a data acquisition unit, a data storage management unit, a multidimensional database, a multidimensional data analysis server and an information access terminal;
the data acquisition units are arranged in a plurality of groups and are respectively and independently arranged in the oil-gas well operation working chamber;
the data acquisition units are connected with the data storage management unit, and the data storage management unit is connected with the multidimensional database;
the multidimensional data analysis server is a data retrieval front end of a multidimensional database, is connected with the multidimensional database, and is further connected with a plurality of information access terminals, wherein the plurality of information access terminals have different access authorities, and are convenient to use by matching with different managers.
7. The system of claim 6, wherein the data storage management unit comprises a data security scanning module and a data segmentation processing module, and an output end of the data security scanning module is connected with an input end of the data segmentation processing module.
8. The system of claim 6, wherein the multidimensional analysis server comprises a terminal security detection module, an access permission analysis module and a data information retrieval module, and the terminal security detection module, the access permission analysis module and the data information retrieval module are connected in sequence.
CN202010243944.7A 2020-03-31 2020-03-31 Oil gas production data based classified quantity counting method and control system Pending CN111461537A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN202010243944.7A CN111461537A (en) 2020-03-31 2020-03-31 Oil gas production data based classified quantity counting method and control system

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010243944.7A CN111461537A (en) 2020-03-31 2020-03-31 Oil gas production data based classified quantity counting method and control system

Publications (1)

Publication Number Publication Date
CN111461537A true CN111461537A (en) 2020-07-28

Family

ID=71683517

Family Applications (1)

Application Number Title Priority Date Filing Date
CN202010243944.7A Pending CN111461537A (en) 2020-03-31 2020-03-31 Oil gas production data based classified quantity counting method and control system

Country Status (1)

Country Link
CN (1) CN111461537A (en)

Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1901463A (en) * 2006-07-27 2007-01-24 郑机 Control system and method for computer network data
CN1924915A (en) * 2006-09-20 2007-03-07 中山大学 Database technique based library intelligent management system
CN101753699A (en) * 2008-12-15 2010-06-23 乐金电子(中国)研究开发中心有限公司 Mobile terminal and method thereof for classified management of schedule
CN102420826A (en) * 2011-12-07 2012-04-18 公安部交通管理科学研究所 Security defense method of Internet self-programming and self-selection motor vehicle number plate number
CN103823424A (en) * 2013-09-18 2014-05-28 大连仲德能源与环保科技有限公司 Method for adjusting stroke times of beam pumper in automation oil extraction system
CN104765876A (en) * 2015-04-24 2015-07-08 中国人民解放军信息工程大学 Massive GNSS small file cloud storage method
CN105089642A (en) * 2015-05-28 2015-11-25 中国石油天然气股份有限公司 Method and device for identifying oil-gas reservoir abnormal production well
CN105658909A (en) * 2013-08-30 2016-06-08 沙特阿拉伯石油公司 Three-dimensional reservoir pressure determination using real time pressure data from downhole gauges
CN106294520A (en) * 2015-06-12 2017-01-04 微软技术许可有限责任公司 The information extracted from document is used to carry out identified relationships
CN108959501A (en) * 2018-06-26 2018-12-07 新华三大数据技术有限公司 Delete the method and device of ES index
CN109561163A (en) * 2017-09-27 2019-04-02 阿里巴巴集团控股有限公司 The generation method and device of uniform resource locator rewriting rule
CN109947737A (en) * 2017-12-01 2019-06-28 广州明领基因科技有限公司 For the Multidimensional decision-making analysis of multi-source heterogeneous data and visualization system
CN110610288A (en) * 2019-08-01 2019-12-24 裴雪皓 Intelligent system analysis method for oil and gas well production data

Patent Citations (13)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1901463A (en) * 2006-07-27 2007-01-24 郑机 Control system and method for computer network data
CN1924915A (en) * 2006-09-20 2007-03-07 中山大学 Database technique based library intelligent management system
CN101753699A (en) * 2008-12-15 2010-06-23 乐金电子(中国)研究开发中心有限公司 Mobile terminal and method thereof for classified management of schedule
CN102420826A (en) * 2011-12-07 2012-04-18 公安部交通管理科学研究所 Security defense method of Internet self-programming and self-selection motor vehicle number plate number
CN105658909A (en) * 2013-08-30 2016-06-08 沙特阿拉伯石油公司 Three-dimensional reservoir pressure determination using real time pressure data from downhole gauges
CN103823424A (en) * 2013-09-18 2014-05-28 大连仲德能源与环保科技有限公司 Method for adjusting stroke times of beam pumper in automation oil extraction system
CN104765876A (en) * 2015-04-24 2015-07-08 中国人民解放军信息工程大学 Massive GNSS small file cloud storage method
CN105089642A (en) * 2015-05-28 2015-11-25 中国石油天然气股份有限公司 Method and device for identifying oil-gas reservoir abnormal production well
CN106294520A (en) * 2015-06-12 2017-01-04 微软技术许可有限责任公司 The information extracted from document is used to carry out identified relationships
CN109561163A (en) * 2017-09-27 2019-04-02 阿里巴巴集团控股有限公司 The generation method and device of uniform resource locator rewriting rule
CN109947737A (en) * 2017-12-01 2019-06-28 广州明领基因科技有限公司 For the Multidimensional decision-making analysis of multi-source heterogeneous data and visualization system
CN108959501A (en) * 2018-06-26 2018-12-07 新华三大数据技术有限公司 Delete the method and device of ES index
CN110610288A (en) * 2019-08-01 2019-12-24 裴雪皓 Intelligent system analysis method for oil and gas well production data

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
李星毅等: "数据仓库中的相似重复记录检测方法" *

Similar Documents

Publication Publication Date Title
CN112163724A (en) Environment information data resource integration system
CN111324602A (en) Method for realizing financial big data oriented analysis visualization
CN103605651A (en) Data processing showing method based on on-line analytical processing (OLAP) multi-dimensional analysis
CN104966172A (en) Large data visualization analysis and processing system for enterprise operation data analysis
CN102841916A (en) Registration and maintenance of address data for each service point in a territory
CN108229728B (en) Recommendation method of goods source information and computer equipment
CN112231333A (en) Ecological environment data sharing and exchanging method and system
CN116384889A (en) Intelligent analysis method for information big data based on natural language processing technology
CN107945092A (en) Big data integrated management approach and system for audit field
CN114912787A (en) Intelligent assessment method for enterprise dangerous waste concealing, reporting and missing reporting risks
CN112330159B (en) 3DGIS information platform management method and system based on block chain
CN113535818A (en) Method and equipment for constructing audit comprehensive knowledge base
CN111461537A (en) Oil gas production data based classified quantity counting method and control system
CN115858598A (en) Enterprise big data-based target information screening and matching method and related equipment
CN113590684A (en) Non-tax payment big data analysis system
CN112966897A (en) Multi-dimensional data analysis method based on maintenance platform
Stumpf et al. Data, information and knowledge quality in retail security decision making
CN113538011B (en) Method for associating non-booked contact information with booked user in electric power system
CN117217412B (en) Waste free urban construction management system based on resource utilization
CN112287016B (en) Method and system for constructing enterprise view
CN116992496B (en) Data resource safety supervision system for enterprise service management
CN112765553B (en) Engineering project management system based on big data
CN117171105A (en) Electronic archive management system based on knowledge graph
Zhu Research on Data Preprocessing in Exam Analysis System
CN117149752A (en) Intelligent data investigation and industry index key factor analysis system

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination