CN103218680A - Data analysis and decision making system of water enterprise - Google Patents
Data analysis and decision making system of water enterprise Download PDFInfo
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- CN103218680A CN103218680A CN2013100418963A CN201310041896A CN103218680A CN 103218680 A CN103218680 A CN 103218680A CN 2013100418963 A CN2013100418963 A CN 2013100418963A CN 201310041896 A CN201310041896 A CN 201310041896A CN 103218680 A CN103218680 A CN 103218680A
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Abstract
The invention discloses a data analysis and decision making system of a water enterprise. The data analysis and decision making system comprises a data acquisition module, an industry real-time database, a data analysis module, an IE client site and a state inspection module, wherein the data acquisition module is used for collecting data, the industry real-time database is used for compressing and storing the data collected by the data acquisition module, the data analysis module is used for retrieving the data from the industry real-time database and integrating and analyzing the data, the IE client site is connected with the data analysis module and used for issuing analysis results, and the state inspection module is used for inspecting a system. Data acquisition software, storage software and analysis software are organically combined, the data are integrated and efficiently stored through various data communication ports, design tools and third-party language programs, an analytical structure is shown in different modes by adopting a plurality of analysis methods, and production forecasts and fault handling suggestions are provided through data mining.
Description
Technical field
The present invention relates to a kind of data collection and analysis decision system, comprise collection, storage, the analysis of the data in different pieces of information source, show and query processing.
Background technology
Current, the application that is controlled at the water industry automatically more and more widely, the real-time monitoring of production run, video monitoring obtain people's generally approval.The real-time monitoring of production run, video monitoring carry out the real-time exhibition of the production run of simple image generally by the man-machine interface of configuration software or higher level lanquage exploitation.Yet the data storage in the production run is saved to traditional database by different storage modes, according to the mode of the form (for example daily sheet, weekly, ten days report etc.) of regular period, shows data then.The place of this some deficiency of mode.One, data storage be in traditional database, and data can take very big hard drive space not through primary treatment such as overcompression, require than higher to hardware space, in addition, and when data volume is bigger, inquiry, and the restriction that speed is all arranged data display the time.Its two, when many cover systems will carry out analysis-by-synthesis, can not integrate easily, easily form each self-operating of each system.Its three, data display, generally speaking, data display mainly is that the form mode of different time sections is showed.For example every day has a daily paper, weekly is arranged, every month monthly magazine, ten days report and annual report etc. weekly.Operator on duty or all levels of management personnel are by checking the various forms of comparison, artificial carry out the production status analysis, carry out production forecast according to knowhow.Like this analyses and prediction personnel are required than higher more practical operation experience to be arranged, and concrete certain analyses and prediction ability.
Summary of the invention
For the utilization factor of data storage capacities and data is provided, the invention provides a cover multi-source data collection, the system of optimal Storage and friendly data display and data analysis production forecast.This system can connect provides plurality of devices to drive connection hardware or the multiple different Data Source of software, and raw data is provided, and gathers the data of multiple different equipment.When different control system all had data to preserve, the present invention connected different databases, and the data source of analysis is provided, and is convenient to carry out data integration, avoids each system's independent operating, combines thereby form each system.System has solved the fusion of several data exchange system and multiple fieldbus, has both comprised the exchanges data between vertical level basic data, business datum and the spatial data, comprises the exchanges data of horizontal level again.
For realizing above purpose, the present invention has taked following technical scheme: the data analysis decision system of water utilities enterprise, comprise the data acquisition module that is used for image data, be used for the data that data collecting module collected is come are compressed the industrial real-time data base of storage, be used for the data analysis module transferring data and integrate, analyze from industrial real-time data base, and be connected, and IE client that analysis result is issued and the state detection module that is used for detection system with data analysis module.
Described data acquisition module comprises PLC, smart machine, the OPC that gathers non intelligent supplemental characteristic.
Described smart machine comprises GPS, power distribution cabinet, flowmeter.
Described data analysis module comprises Analysis server and at least one analysis client.
Also include the video database, ductwork pressure data road, geographic information database, the integrated alarm database that are connected with data analysis module respectively.
Data acquisition software livedata by the related hardware agreement or and software interface (for example OPC interface) data acquisition, by spiral compression (two stages of compression), will gather the compression storing data come up to industrial real-time data base; Data analysis software provides several data connectivity port modes such as (for example) ODBC data communications to connect the database of other operational systems, carries out data integration, data analysis, excavates basic data source is provided; Data are showed in many ways, adopt report form template flexible design form, and conventional water utilities industry form is provided; Multiparameter trend, rod figure are provided, and the mode that pie chart etc. are relatively analyzed is showed analysis result, and with analysis result, carries out the IE issue, realizes the IE remote browse; Production data designs corresponding forecast model according to learning experience, carries out water yield prediction; According to production data, carry out state-detection, analyze the normality equipment operation condition, conventional plant maintenance suggestion is provided; Failure analysis module is provided, carries out the fault alarm statistical study, according to the fault handling learning experience, design error failure is handled the experience storehouse, when equipment takes place, provides the fault handling suggestion.
The present invention compared with prior art, has following advantage: with data acquisition software, storing software and analysis software combine, and by various data communication port, design tool, third party's Programming with Pascal Language, data are integrated, efficient storage, adopt multiple analysis means, show analytical structure in a different manner, by data mining, provide production forecast, the suggestion of fault handling; Can be according to the homogeneous data of different times and comparison, the analysis of contemporaneity different pieces of information related data, according to different analysis requirements, show analysis result with various exhibition method, and rule of thumb or learning outcome provide the production suggestion of rationalization.
Description of drawings
Fig. 1 is the system architecture diagram of data analysis decision system;
Fig. 2 distributes for the functional module of data analysis decision system.
Embodiment
Below in conjunction with the drawings and specific embodiments content of the present invention is described in further details.
Embodiment:
See also shown in Figure 1ly, total system is divided into three layers, 1) data acquisition is gathered the real-time production data of production equipment, 2) data gather, are responsible for the database of each production system is gathered; 3) data analysis is responsible for data are showed, analyzes, and excavates etc.
Its concrete scheme is: the data analysis decision system of water utilities enterprise, comprise the data acquisition module 1 that is used for image data, be used for data acquisition module 1 is gathered the industrial real-time data base that the data of coming are compressed storage, be used for the data analysis module 2 transferring data and integrate, analyze from industrial real-time data base, and be connected, and IE client that analysis result is issued and the state detection module that is used for detection system with data analysis module 2.
Described smart machine comprises GPS, power distribution cabinet, flowmeter.
Also include the video database, ductwork pressure data road, geographic information database, the integrated alarm database that are connected with data analysis module 2 respectively.
The functional module that Fig. 2 has described data analysis system distributes.Data are compressed storage after gathering by hardware protocol or software interface, and gathering other databases provides data source for analytic system.
Analytic system mainly is divided into three functional areas:
1) data display carries out the production report of water utilities enterprise routine.Analytic trend figure, modes such as rod figure are showed, perhaps carry out remote browse by IE.
2) by learning experience, carry out model construction, provide water yield prediction, energy consumption analysis, thereby Optimization Dispatching.
3) state-detection provides the normality state-detection of equipment of pumping station, operational network, provides to safeguard suggestion, reduces fault and takes place; Fault condition detection is analyzed, and carries out the fault alarm statistical study, and the associative learning experience provides the fault handling suggestion.
Above-listed detailed description is at the specifying of possible embodiments of the present invention, and this embodiment is not in order to limiting claim of the present invention, and the equivalence that all the present invention of disengaging do is implemented or change, all should be contained in the claim of this case.
Claims (5)
1. the data analysis decision system of water utilities enterprise, it is characterized in that: comprise the data acquisition module (1) that is used for image data, be used for the data that data acquisition module (1) collection is come are compressed the industrial real-time data base of storage, be used for the data analysis module (2) transferring data and integrate, analyze from industrial real-time data base, and be connected, and IE client that analysis result is issued and the state detection module that is used for detection system with data analysis module (2).
2. the data analysis decision system of water utilities as claimed in claim 1 enterprise, it is characterized in that: described data acquisition module (1) comprises PLC, smart machine, the OPC that gathers non intelligent supplemental characteristic.
3. the data analysis decision system of water utilities as claimed in claim 2 enterprise, it is characterized in that: described smart machine comprises GPS, power distribution cabinet, flowmeter.
4. the data analysis decision system of water utilities as claimed in claim 1 enterprise is characterized in that: described data analysis module (2) comprises that Analysis server and at least one analyze client.
5. the data analysis decision system of water utilities as claimed in claim 1 enterprise is characterized in that: also include the video database, ductwork pressure data road, geographic information database, the integrated alarm database that are connected with data analysis module (2) respectively.
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| CN2013100418963A CN103218680A (en) | 2013-01-31 | 2013-01-31 | Data analysis and decision making system of water enterprise |
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| CN2013100418963A CN103218680A (en) | 2013-01-31 | 2013-01-31 | Data analysis and decision making system of water enterprise |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104820907A (en) * | 2015-05-22 | 2015-08-05 | 中国石油化工股份有限公司 | Working site safety check improvement method and system based on data mining |
| CN104834987A (en) * | 2015-03-09 | 2015-08-12 | 中国人民解放军装甲兵工程学院 | Quantitative decision-making method based on layer analysis, and quantitative decision-making system |
| CN105760277A (en) * | 2016-02-25 | 2016-07-13 | 深圳市共济科技有限公司 | Method and system for automatically displaying data center running condition analysis report |
| CN106292593A (en) * | 2016-08-22 | 2017-01-04 | 山东省计算中心（国家超级计算济南中心） | A kind of towards industrial digitized workshop building method |
| CN106354106A (en) * | 2016-08-19 | 2017-01-25 | 广东省自动化研究所 | Data processing system based on MES |
| CN110517165A (en) * | 2019-06-03 | 2019-11-29 | 武汉市自来水有限公司 | A kind of water utilities micro services support platform |
| CN111210205A (en) * | 2020-01-13 | 2020-05-29 | 上海威派格智慧水务股份有限公司 | Data processing system |
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| CN1838006A (en) * | 2006-04-13 | 2006-09-27 | 上海交通大学 | Energy source consumption metering system for cement production enterprise |
| CN101122523A (en) * | 2007-06-26 | 2008-02-13 | 中国铝业股份有限公司 | On-line detection method for transformer insulation oil temperature and characteristic gas in oil and oil chromatography |
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| CN1801131A (en) * | 2005-11-11 | 2006-07-12 | 南京科远控制工程有限公司 | Setup method for real-time database system of thermal power plant |
| CN1838006A (en) * | 2006-04-13 | 2006-09-27 | 上海交通大学 | Energy source consumption metering system for cement production enterprise |
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Cited By (7)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN104834987A (en) * | 2015-03-09 | 2015-08-12 | 中国人民解放军装甲兵工程学院 | Quantitative decision-making method based on layer analysis, and quantitative decision-making system |
| CN104820907A (en) * | 2015-05-22 | 2015-08-05 | 中国石油化工股份有限公司 | Working site safety check improvement method and system based on data mining |
| CN105760277A (en) * | 2016-02-25 | 2016-07-13 | 深圳市共济科技有限公司 | Method and system for automatically displaying data center running condition analysis report |
| CN106354106A (en) * | 2016-08-19 | 2017-01-25 | 广东省自动化研究所 | Data processing system based on MES |
| CN106292593A (en) * | 2016-08-22 | 2017-01-04 | 山东省计算中心（国家超级计算济南中心） | A kind of towards industrial digitized workshop building method |
| CN110517165A (en) * | 2019-06-03 | 2019-11-29 | 武汉市自来水有限公司 | A kind of water utilities micro services support platform |
| CN111210205A (en) * | 2020-01-13 | 2020-05-29 | 上海威派格智慧水务股份有限公司 | Data processing system |
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Application publication date: 20130724 |