CN104933491A - Industrial enterprise energy consumption diagnosis early warning system - Google Patents
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- CN104933491A CN104933491A CN201510397193.3A CN201510397193A CN104933491A CN 104933491 A CN104933491 A CN 104933491A CN 201510397193 A CN201510397193 A CN 201510397193A CN 104933491 A CN104933491 A CN 104933491A
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Abstract
The invention discloses an industrial enterprise energy consumption diagnosis early warning system and belongs to the enterprise energy management field. An inter-province data center host carries out downward grading so as to be connected to provincial level administrator audit, city level administrator audit and county level administrator audit. Front ends of the three-level administrator audit are connected to data automation audit. A tail end of the data automation audit is connected to each enterprise host. The inter-province data center host is upwardly and successively connected to data gathering, data analysis, early warning output and rectification tracking after early warning. The system of the invention has active and advanced significance for energy utilization, energy saving and emission reduction and environment protection and good social benefits are generated.
Description
Technical field
The invention belongs to enterprise energy management domain, particularly relate to a kind of industrial enterprise energy consumption diagnosis early warning system.
Background technology
National total energy consumption in 2014 42.6 hundred million tons of standard coal equivalents, power consumption is surprising, and the environment space that we depend on for existence in power consumption and the direct crisis of carbon emission, causes air pollution, causes haze number of days obviously to increase.Henan Province is again the large province of one, China power consumption, after entering 2000, under the overall background of national industrialization, urbanization process accelerated development, Henan Province's economy maintains the growth rate of average annual 11.6%, secondary industry is especially industrial, becomes the major impetus promoting Henan Province's economic growth.In industry, heavy industry trend constantly strengthens, high energy-consuming industry is expanded rapidly, exacerbate Henan Province's energy to consume excessively and energy supply and demand contradiction, energy demand increases fast and makes Henan Province only export province by the energy to become the energy and only input province, and energy supply and demand breach starts to widen.Expect the year two thousand twenty Henan Province economy will keep maintaining sustained and rapid growth, demand for energy can be increasing.In " 12 " period, unit of Henan Province industrial added value energy consumption will reach the energy-saving index of every ten thousand yuan of 1.837 tons of standards, and can following Henan energy industry support economic growth at a high speed, has become one of major issue of Henan Province's government concern.Therefore, carry out energy utilization information management, especially comprehensive energy consumption is in the management of 5000 tons of above enterprises of standard coal equivalent year, for Henan Province's economic heath, stable, constantly development have important practical significance.
At present, monitor the energy resource consumption of industrial enterprise, water resources consumption, comprehensive utilization of resources and cleaner production development condition, lack unified effective management, some reported datas are caused to fall behind, inaccurate, the phenomenons such as managerial confusion, do not adapt to the needs of modern management, in the urgent need to a kind of large-scale synthesis sex service system integrating Data Collection, statistical study, diagnosis warning function, adapt to the needs of modern management.
Industrial enterprise's energy consumption diagnosis early warning system is the tackling of key scientific and technical problems main project that " in 2013 science and technology plan item in Henan Province " sets up the project, bullets 132102210417, can industrial enterprise and industrial competent authorities at different levels towards the emphasis of Henan Province's year comprehensive energy consumption more than 5000 tons of standard coal equivalents, monitor the energy resource consumption of industrial enterprise, water resources consumption, comprehensive utilization of resources and cleaner production development condition, integrate the large-scale synthesis sex service platform of Data Collection, statistical study, diagnosis warning function.
Summary of the invention
The object of the invention is: a set of industrial enterprise energy energy consumption diagnosis early warning system is provided, its technical scheme is: industrial enterprise's energy energy consumption diagnosis early warning system, connect provincial keeper examination & verification by the downward classification of main frame of data center of province, city-level keeper audits, counties and districts level keeper audits, the front end connection data robotization examination & verification of three-level management person's examination & verification, the end of datamation examination & verification connects each enterprise host.Data center of province main frame upwards successively connection data gather, data analysis, after early warning output and early warning rectification follow the tracks of.Data center of province main frame directly connects state supervision platform and carries out data backup.It is characterized in that: data center of province main frame is divided into two subsystems, total management system and operation system, and total management system is divided into main system and backup system, and the Service Database be associated with system, Universal Database form; Main system is divided into user management, rights management, Role Management, data permission management and control system, daily record are checked, login management, password amendment, foundation code management, operation exception inquiry, operational module management, systematic parameter configuration, code generator, information department management, miscellaneous tools, data backup and date restoring, backup system is divided into the maintenance of trace debug, serial number, Operation Log, multiple database support, Framework monitors, all-purpose financial statements, authority filtration, file operation, configuration self-analytic data, Email, multilingual support and system exception to catch; Operation system is divided into that user profile is safeguarded, data report, statistical report form, energy consumption early warning and parameter management.
The logic high level architecture of described data center of province host computer system is divided into three layers, data access layer, Business Logic and presentation layer.Data access layer is used for background data base, belongs to data management layer.Business Logic is used for the related service such as requested service solution and process, requested service management and access, WEB server; Wherein requested service solution and process belong to data management layer, and requested service management and access belong to service access sublayer, and the related services such as WEB server belong to business service sublayer.Presentation layer is used for client browser.
Described data center of province main frame is audited with datamation and is directly connected, for the raw data of monitoring enterprise main frame.
Described city-level keeper examination & verification is audited with datamation and is directly connected, for city-level subsidiary enterprise.
Described provincial keeper's examination & verification is audited with datamation and is directly connected, for provincial subsidiary enterprise.
Tracking is rectified and improved after described early warning output and early warning, be index when exceeding preset value on the display screen of central host, the red boxes of early warning word is had to glimmer, simultaneously with the chimes of doom that hummer drips, this chimes of doom can manual cancellation, but the red early warning square frame that display screen glimmers can not be cancelled, the stop alarm when index that exceeds standard is recovered normal, the red early warning square frame that display screen glimmers disappears automatically.
The invention has the beneficial effects as follows:
1. the wide ranges of system monitoring, index are comprehensive, have filled up domestic such and have economized the blank of level system application, and part monitoring index belongs to first Application in homogeneous system at home
The scope of system monitoring contains the whole province with, by water, comprehensive utilization of resources and cleaner production situation, having the provincial information system of native system monitoring range, still belongs to the first at home.The index of system monitoring has energy resource consumption, industrial outpuut energy consumption, industrial added value energy consumption, energy consumption of unit product, main energy sources consumption, industrial energy saving, energy processing conversion efficiency, energy stock, water resources consumption, industrial outpuut water withdrawal and water consumption, unit product water consumption and water withdrawal, waste discharge amount and comprehensive resource utilization rate etc., monitors districts and cities' cleaner production situation per year, environmental protection specialized equipment manufactures situation.The wherein index such as industrial energy saving, industrial outpuut water consumption, industrial added value water consumption, unit product water consumption and water withdrawal.
2. the data analysis function of system is powerful
By statistics, analyze enterprise and Ministry of Industry and Information's door reported data, saving of labor believes that 13 large classes, 44 energy utilization analytical statements such as the unit product comprehensive energy consumption table that system generates can be seen in the Room, by the city under the jurisdiction of the provincial government, by department, by enterprise, by year carry out multi dimensional analysis, can reflect that the whole province is with, using water, comprehensive utilization of resources and cleaner production situation, in homogeneous system, report capability is the most comprehensive at home comprehensively.Main Analysis form has unit product comprehensive energy consumption table, Energy Saving in Industrial Enterprises scale, enterprise energy buys consumption and cash statement, electricity consumption and ten thousand yuan of output value power consumption tables, main energy sources consumes scale, comprehensive energy consumption and ten thousand yuan of output value energy consumption tables, water withdrawal and ten thousand yuan of output value water intaking scales, unit product water withdrawal and water consumption table, industrial enterprise's water resource utilizes table, water consumption and ten thousand yuan of output value water consumption tables, industrial enterprise's waste discharge and utilization table, solid waste comprehensive utilization summary sheet, environmental protection industry and cleaner production table etc.
3. system have employed efficient development mode
System architecture, based on the development model of code generator, in conjunction with classical three-tier architecture, proposes a kind of real time workshop strategy carrying out demand management based on Powerdesinger.All kinds of Report Operations foundation code can be generated fast, can reduce by the development amount of more than 40%, improve system development efficiency.
This system not only can be used in industrial enterprise field, can also by increasing functional module and statistical indicator, application is progressively expanded to public organizations field and other highly energy-consuming fields, realize the collection to macroscopical energy statistics data, gather and analyze, comprehensively, accurate reflection industry, Regional Energy consumption is formed, can conscientiously strengthen key industry, the prediction of emphasis energy unit energy resource consumption situation, early warning and regulation and administration, timely understanding whole society energy resource consumption relevant information, grasp the variation tendency of energy resource consumption and the implementation status of energy conservation object, make government can take macro-management and information-based means timely and effectively, early warning is made to abnormal energy consumption change and starts regulation and control prediction scheme in good time, change the manual Macro or mass analysis of data in advance in the past, the conventional management models afterwards managed, realize consumption information data in advance automatically to extract, Macro or mass analysis, and early warning of making prediction, the target of regulation and administration afterwards in thing, enterprise energy consumption is limited in controlled range, strengthen simultaneously, promote energy management and the regulation and control level of emphasis energy unit.
The management of National Industrial enterprise energy information is can be used as after this system extension.
Accompanying drawing explanation
The present invention is further illustrated by embodiment below in conjunction with accompanying drawing.
Fig. 1 is the structural representation of early warning system;
Fig. 2 is the block scheme of system;
Fig. 3 is the logic high level system assumption diagram of system;
Fig. 4 is the logical organization division figure of system;
The code building schematic flow sheet of Fig. 5 system;
Fig. 6 uses the first reported data workflow diagram of system;
Fig. 7 uses system time month later reported data process flow diagram:
In Fig. 1: 1, after early warning, rectification is followed the tracks of; 2, early warning exports; 3, data analysis; 4, data summarization; 5, data backup; 6, provincial keeper's examination & verification; 7, counties and districts' level keeper examination & verification; 8, datamation examination & verification; 9, enterprise host; 10, enterprise host; 11, enterprise host; 12, enterprise host; 13, city-level keeper examination & verification; 14, state supervision platform; 15, data center of province main frame.
Embodiment
Embodiment: is as shown in Figure 1 the structural representation of early warning system.The downward classification of data center of province main frame 15 connects that provincial keeper audits 6, city-level keeper audits 13, counties and districts level keeper audits 7, the front end connection data robotization examination & verification 8 of three-level management person's examination & verification, the end of datamation examination & verification 8 connects each enterprise host 9,10,11 and 12.Upwards connection data gathers 4 to data center of province main frame 15 successively, data analysis 3, early warning rectify and improve tracking 1 after exporting 2 and early warning.Data center of province main frame 15 directly connects state supervision platform 14 and carries out data backup 5.
Described data center of province main frame 15 is audited with datamation and is directly connected, for the raw data of monitoring enterprise main frame.
Described city-level keeper audits 13 and audits 8 with datamation and be directly connected, for city-level subsidiary enterprise.
Described provincial keeper audits 6 and audits 8 with datamation and be directly connected, for provincial subsidiary enterprise.
Two subsystems of data center of province main frame 15, total management system and operation system, as shown in Figure 2, total management system is divided into main system and backup system, and the Service Database be associated with system, Universal Database form; Main system is divided into user management, rights management, Role Management, data permission management and control system, daily record are checked, login management, password amendment, foundation code management, operation exception inquiry, operational module management, systematic parameter configuration, code generator, information department management, miscellaneous tools, data backup and date restoring, backup system is divided into the maintenance of trace debug, serial number, Operation Log, multiple database support, Framework monitors, all-purpose financial statements, authority filtration, file operation, configuration self-analytic data, Email, multilingual support and system exception to catch; Operation system is divided into that user profile is safeguarded, data report, statistical report form, energy consumption early warning and parameter management.
The logic high level architecture of described data center of province host computer system is divided into three layers, as shown in Figure 3, and data access layer, Business Logic and presentation layer.Data access layer is used for background data base, belongs to data management layer.Business Logic is used for the related service such as requested service solution and process, requested service management and access, WEB server; Wherein requested service solution and process belong to data management layer, and ask clearly service management and access to belong to service access sublayer, the related services such as WEB server belong to business service sublayer.Presentation layer is used for client browser.
Described early warning rectifies and improves tracking 1 after exporting 2 and early warning, be index when exceeding preset value on the display screen of central host, the red boxes of early warning word is had to glimmer, simultaneously with the chimes of doom that hummer drips, this chimes of doom can manual cancellation, but the red early warning square frame that display screen glimmers can not be cancelled, the stop alarm when index that exceeds standard is recovered normal, the red early warning square frame that display screen glimmers disappears automatically.
System mainly considers that data store and data processing.Based on this, the emphasis of code building is the generation of Business Logic and data access layer identification code, system adopts PetShop layer architecture to carry out detailed design to object code according to the feature of data manipulation, take into account the singularity that the versatility that considers data manipulation and concrete business may exist simultaneously, design the code layer architecture system meeting system requirements, the logical organization of system divides as shown in Figure 4.
Dynamic System code building flow process as shown in Figure 5, the final code that code generator generates generates by carrying out the physical model of PowerDesinger scanning, first our sense data tabular table from physical model, then ergodic data table inventory obtains list of fields and the field information of each tables of data, finally by code generator in conjunction with class corresponding to code building template generation.
Algorithm of code generation
Because the Naming conventions of data base management system (DBMS) (DBMS) and development language is distinguished to some extent, database often can be supported to be with space in table name, and the Naming conventions of C# development language is with letter or underscore, the character string of letter, numeral or underscore composition.This just causes in code generator, need a specification and maps one to one table name and class name.Here, our way first removes the space, front and back of table name, then the space of table name inside is converted to underscore.
Database table name and class name mapping algorithm describe:
GetClassName()
{
string className=tableName;
if(!string.IsNullOrEmpty(className))
{
className=className.Replace(″_″,″″);
}
return className;
}
The code file that code generator generates needs when preserving to arrange accordingly filename and storing path according to item argument.The dependency rule that file is preserved is defined as follows:
Class | Create-rule |
List structure class | Engineering root path+" Table "+table name+Table.cs |
Entity class | Engineering root path+" Entity "+table name+Entity.cs |
Administrative class | Engineering root path+" DAL "+table name+Manager.Auto.cs |
Service interface | Engineering root path+" IServices "+" I "+table name+Service.cs |
Service class | Engineering root path+" Services "+table name+Service.cs |
In the process generating specific code, in order to reduced code, improve readability and the dirigibility of code generator, further extraction encapsulation has been carried out to the common code in generating algorithm, because its generating algorithm is fairly simple, little to overall maker operating influence, be not described further at this, only enumerate communication method using common title as following table:
Method name | Explanation |
GenerateCopyright | According to the company information in configuration and project production form copyright information |
GenerateUsing | Generate according to inhomogeneous demand and relevant NameSpace is quoted |
GenerateNamespace | Annotation is generated according to the declaratives in PowerDesinger |
GenerateRemark | Annotation is generated according to the declaratives in PowerDesinger |
1. list structure class
By the parsing to requirement documents, in conjunction with generation template, first generate list structure class.Its content mainly comprises the relevant informations such as copyright information, NameSpace, annotation, and concrete generating algorithm is as follows:
The method that storage list generating algorithm relates to
2. entity class
The main contents of entity class comprise common information as copyright, annotation etc.Because entity class needs to preserve data, in order to realize the simplicity operated, realizing, to the encapsulation of data, being first defined as private variable to field simultaneously, then by the Field of C#, encapsulation being quoted to it.Finally, also comprise in generating code for the correlation technique of different variable resolution to entity class, and then these analytic methods call in constructed fuction.
Entity class generating algorithm is as follows:
The method that entity class generating algorithm relates to
3. manager
The same with upper two classes, manager is in order to keep style unified, to copyright information, annotation is also defined, manager due to prior to the associative operation of entity class, need to carry out relevant additions and deletions to database and change basic operations such as looking into, not only need to operate entity class at this, also need to carry out relevant treatment to the major key of database simultaneously, such as Sqlserver supports certainly increasing of major key, Oracle then needs to be realized by sequence+trigger from increasing, because system needs to realize the support to multitype database, therefore this situation need process when manager generates.
Manager generating algorithm is as follows:
The method that manager generating algorithm relates to
4. service and interface
The service generated due to code generator and the operation of service interface do not need the operation relating to his-and-hers watches and field, only need to call data access layer, so, generating the service template-setup corresponding to during interface more simply, only needing template to be carried out simple key word and replacing and can complete.Its template has inherently contained all methods needing to use.
As follows with reference to algorithm:
By being automatically put into target directory after code generator generating code, system can realize the operation to concrete service logic after binding.
Configurable rights management
(1) Role Management and user configure separately and lay equal stress on
Because industrial enterprise's energy consumption diagnosis early warning system is for the whole province's numerous enterprises, also to take into account work letter Room managerial personnel simultaneously, if adopt traditional individual consumer's way to manage to carry out right assignment can bring huge workload to managerial personnel, and easily cause manual assignment mistake, therefore system achieves role-security management when realizing individual consumer's right assignment, only need that customization is carried out to corresponding role and just can distribute to a large amount of operating personnel, and there is for part the user of special access right, the mode that individual consumer can be adopted to distribute carries out right assignment, the dirigibility of the fabulous globality combining Role Management and single user management.
(2) operational module is separated with operating right
Objective function is preserved in a database by system, and the mode configured by authority realizes the access of different user for systemic-function.In order to ensure that different different user has different operating rights for same operation module, operational module and operating right have been carried out suitable being separated by system, as long as namely the user having authority for common segment may have access to, by operating right, special part is then judged whether distinguish user can operate.
(3) permission inheritance
Right assignment is carried out for the ease of keeper, system achieves the permission inheritance relation between role, such as in general the city-level work letter Room has more operating right on the basis of work letter Room user at county level, so we are when arranging city-level work letter Room user right, directly first can inherit from county level, and then expand.
Service logic realizes
(1) data structure organization
Report the requirement of statistics to meet system data, system adopts tree structure to preserve for reported data, first generates and reports form index data, then carry out the retrieval of concrete reported data according to index data.Meanwhile, in order to ensure data interoperability, preserving in data the relevant information such as amendment people, modification time related in modification process and preserving.Data sheet part is carried out adding up rear preservation for different form, to ensure the integrality after data statistics.Meanwhile, in order to reduce the redundancy of data, correlative code is preserved separately by system, and ensures the accuracy of data by the method that external key associates.
(2) data manipulation
1. data report, audit
In order to ensure operability, system will report when design data reports process to be divided into fills in and reports two processes, before reporting, wherein need the examination & verification carrying out data, just only have the data of being audited by data can enter data statistics link.
Due to network exist go offline may, system allows user to carry out data preservation at any time in the process of filling in, and fills in completely just carry out data review operations afterwards etc. data.So both ensure that the operability that data report, program design also achieves the effect reducing single program function complexity.
2. statistical conversion
In order to ensure the dirigibility of statistical conversion, system adopts Excel template mode to carry out statistical conversion.System designed derivation template before data need to derive, and then adopted the .net framework of Excel to support, directly to modify operation to template.The unanimously complete of data layout is ensured by the method.
In statistical conversion, in order to preserve the source document that Excel derives, system carries out corresponding preservation according to relevant naming rule to download file.
Constituent system modules and comprise function
Operation flow
Business processing flow is divided into data report flow and report query flow process.Reported data, from enterprises registration, experiences seven steps altogether, and use the first reported data workflow of system as shown in Figure 6, after second month, reported data only needs experience four steps, and its workflow as shown in Figure 7.
System testing
System testing is carried out according to systemic-function piecemeal, and careful, repeatedly test to be carried out in the accuracy that each functional module for system all exports from interface display, data inputting, data and stability aspect.For the accuracy of further verification system, stability and security, functional, reliability, efficiency test and safety test are carried out to system.Wherein functional and reliability testing adopts the method for Black-box Testing, and Test Sample Design adopts equivalence class classifying method, boundary analysis, mistake conferring method and scene analysis method etc.Security test adopts IBM Rational AppScan instrument, and performance test adopts Loadrunner and DataFactory instrument to test.Through test, the function of native system all realizes.
This project is listed in the tackling of key scientific and technical problems main project of the development plan of 2013 that the Science and Technology in Henan Room issues, bullets: 132102210417.Can industrial enterprise and industrial competent authorities at different levels towards the emphasis of Henan Province's year comprehensive energy consumption more than 5000 tons of standard coal equivalents, monitor the energy resource consumption of industrial enterprise, water resources consumption, comprehensive utilization of resources and cleaner production development condition, integrate the large-scale synthesis sex service platform of Data Collection, statistical study, diagnosis warning function.
In Dec, 2013, at the consolation organization " Science and Technology in Henan Information Institute " of authorized by state, has carried out sci-tech novelty-search, the conclusion that sci-tech novelty retrieval report gives " having no report in the domestic open source literature of native system ".
On November 21st, 2013, have passed the characterization test report of Henan 863 Software Incubator Co., Ltd. of authorized by state.
In Dec, 2013, Henan Province's industry and the information-based Room use this system performance good, and have provided user report.
In Dec, 2013, in many enterprises such as Yuguang Gold and Lead Co., Ltd., Henan Prov., Jiyuan, Henan iron and steel share (group) company limiteds, apply, respond well.
The present invention, compared with current disclosed technology, has larger technical progress, and have passed novelty assessment report, facts have proved that it has novelty, creativeness, operability and practicality, therefore, has possessed the condition of application patent of invention.
The open utilization to the energy of the present invention, energy-saving and emission-reduction, the protection of environment has actively progressive meaning, can produce good social benefit.
Claims (5)
1. industrial enterprise's energy consumption diagnosis early warning system, its data center of the province downward classification of main frame connects provincial keeper examination & verification, city-level keeper examination & verification, counties and districts level keeper examination & verification, the front end connection data robotization examination & verification of three-level management person's examination & verification, the end of datamation examination & verification connects each enterprise host; Data center of province main frame upwards successively connection data gather, data analysis, after early warning output and early warning rectification follow the tracks of; Data center of province main frame directly connects state supervision platform and carries out data backup, it is characterized in that: data center of province main frame is divided into two subsystems, total management system and operation system, total management system is divided into again main system and backup system, and the Service Database be associated with system, Universal Database form; Main system is divided into user management, rights management, Role Management, data permission management and control system, daily record are checked, login management, password amendment, foundation code management, operation exception inquiry, operational module management, systematic parameter configuration, code generator, information department management, miscellaneous tools, data backup and date restoring, backup system is divided into the maintenance of trace debug, serial number, Operation Log, multiple database support, Framework monitors, all-purpose financial statements, authority filtration, file operation, configuration self-analytic data, Email, multilingual support and system exception to catch; Operation system is divided into that user profile is safeguarded, data report, statistical report form, energy consumption early warning and parameter management.
2. industrial enterprise as claimed in claim 1 energy consumption diagnosis early warning system, is characterized in that: the logic high level architecture of data center of province host computer system is divided into three layers, data access layer, Business Logic and presentation layer; Data access layer is used for background data base, belongs to data management layer; Business Logic is used for the related service such as requested service solution and process, requested service management and access, WEB server; Wherein requested service solution and process belong to data management layer, and requested service management and access belong to service access sublayer, and the related services such as WEB server belong to business service sublayer; Presentation layer is used for client browser.
3. industrial enterprise as claimed in claim 1 energy consumption diagnosis early warning system, is characterized in that: data center of province main frame is audited with datamation and is directly connected, for the raw data of monitoring enterprise main frame; City-level keeper examination & verification is audited with datamation and is directly connected, for city-level subsidiary enterprise; Provincial keeper's examination & verification is audited with datamation and is directly connected, for provincial subsidiary enterprise.
4. industrial enterprise as claimed in claim 1 energy consumption diagnosis early warning system, it is characterized in that: after early warning output and early warning, rectify and improve tracking, be index when exceeding preset value on the display screen of central host, the red boxes of early warning word is had to glimmer, simultaneously with the chimes of doom that hummer drips, this chimes of doom can manual cancellation, but the red early warning square frame that display screen glimmers can not be cancelled, the stop alarm when index that exceeds standard is recovered normal, the red early warning square frame that display screen glimmers disappears automatically.
5. industrial enterprise as claimed in claim 1 or 2 energy consumption diagnosis early warning system, is characterized in that:
Constituent system modules and comprise function
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CN106127406A (en) * | 2016-06-30 | 2016-11-16 | 南京南瑞继保电气有限公司 | A kind of comprehensive energy efficiency based on energy metering instrumented data management platform designing method |
CN109460351A (en) * | 2018-12-16 | 2019-03-12 | 西南电子技术研究所(中国电子科技集团公司第十研究所) | The method for running ATS software platform debugging electronic product technique script |
CN109460351B (en) * | 2018-12-16 | 2021-08-10 | 西南电子技术研究所(中国电子科技集团公司第十研究所) | Method for debugging electronic product process script by running ATS software platform |
CN109919820A (en) * | 2019-02-13 | 2019-06-21 | 浙江交通职业技术学院 | Urban and suburban roads Integrated Passenger Transportation development level monitors system and method |
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Application publication date: 20150923 |