CN108492075A - The enterprise management method of tertiary management system and the application of data cloud based on BIM - Google Patents
The enterprise management method of tertiary management system and the application of data cloud based on BIM Download PDFInfo
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Abstract
The present invention provides a kind of enterprise management method of the tertiary management system based on BIM and the application of data cloud, including：Including using BIM models as data medium,Utilize project indicator management tool,Digital asset library,The tools such as enterprise's cloud platform establish three-level management system,Pass through virtual construction line,Target control line,It is practical to build line,Four project data mining processes of evaluation line carry out the information system management of construction enterprises,In conjunction with company,Branch company,Project management department's three-level management main body,The complete period is built into covering,Total 1400 remainders country of loopful section,Industry,Place is used as foundation to embed as software algorithm rule base with company standard provision,Build enterprise's cloud plateform system,By the mass data for obtaining the numerous engineering construction projects of group,And big data analysis technology is applied accordingly,Rule to being hidden in data behind is excavated,Expand digital asset library comprehensively,Auxiliary company,Branch company,Project management policymaker's science decision,Compared with prior art,The present invention has following advantageous effect：Work collaboration, quantitative management can be realized with decision Analysis, improve Risk Pre-control ability, realize management and the accumulation of technical experience.
Description
Technical field
The present invention is a kind of enterprise management method of the tertiary management system based on BIM and the application of data cloud, is related to
BIM technology field.
Background technology
China's construction industry experienced the high speed development of lasting for years, and various aspects technical merit is also being constantly progressive,
Especially in terms of application message skill upgrading construction industry entirety management level, pushed away comprehensively by the informatization in more than ten years
Extensively, progress is mainly reflected in the foundation of professional website, the application of software, the construction of building enterprise's internal lan and building
Enterprise information system etc. technically achieves certain achievement, but informationization technology practical application in project management process
Degree is not high, and the relatively backward problem of construction industry entirety management level is not solved effectively still.Wherein generally existing
The problems such as information asymmetry between construction site and company, item base shortage of data or collection do not come up, drastically influences enterprise
Lean management of the industry to project.Especially in work progress, the circulation of project data between project administrator not in time, it is inaccurate
Really, not efficiently, cause construction delay, construction quality that can not be ensured；Using mail or traditional information system, in information
It is universal that it is responsible for altered data phenomenon in transmittance process, can not ensure the validity and authenticity of data.
BIM is based on every relevant information data of construction-engineering project, it is established that three-dimensional buildings model is led to
Cross real information possessed by digital information analogue simulation building.With the popularization and promotion application of BIM technology, BIM technology
By feat of model information consistency, the conventional informations means such as architecture information processing shared high efficiency and visualization do not have
Characteristic, receive the approval of more and more enterprises.However, each software on market today is generally confined in engineering technology
Particular area even single application point, such as cost calculation amount, template scaffold design, construct to face and build arrangement, data management etc.,
It is only capable of providing auxiliary support to engineering project in sport technique segment, can not connect is needed with the information system management for supporting enterprise of overall importance
It wants.
Invention content
In view of the deficienciess of the prior art, it is an object of the present invention to provide a kind of tertiary management system and number based on BIM
According to the enterprise management method that cloud is applied, to solve the problems mentioned in the above background technology.
To achieve the goals above, the present invention is to realize by the following technical solutions：A kind of triode based on BIM
The enterprise management method of reason system and the application of data cloud, including using BIM models as data medium, utilize project indicator pipe
The tools such as science and engineering tool, digital asset library, enterprise's cloud platform establish three-level management system, by virtual construction line, target control line,
The practical information system management for building four line, evaluation line project data mining processes progress construction enterprises；
The three-level is three-level management main body：It is divided into of company level, branch company's grade, project according to project management main body
Grade, corresponds to decision-making level, management level, execution level respectively, and each level relies on enterprise's tertiary management system according to management responsibilities at different levels
Linkage from top to bottom is carried out, common finished item threedimensional model and building for project data safeguard and implement technology based on same model
Using work such as implementation, Project Process management and control and digitlization delivery.
Four lines are four project data mining processes, are to be divided into virtually to build according to project data process management
Four line, target control line, practical construction line, evaluation line project data mining processes are made, data mining refers to from a large amount of
Data in pass through statistics, online analysis and processing, information retrieval, machine learning, expert system (rely on the past rule of thumb)
The process of wherein information is hidden in the search of pattern-recognition scheduling algorithm；
The virtual construction line, is upload enterprise's cloud plateform system after establishing project BIM models, is according to what is worked out
System embeds algorithm general rule (i.e. embedded rule), adjusts and sets to project model specificity parameter, is transferred by virtual construction
Experience data in mathematic for business asset library simulate standardized project and build route, provide item construction management ginseng
In the same old way originally.
The target control line is to take classification to handle virtual construction line number evidence, of company level to be carried out just with general parameter
Step setting, branch company's grade adjust general parameter according to project difference, management objectives.
It is described it is practical build line, be integrated use mobile Internet, Internet of Things, bio-identification, cloud computing, Noise reducing of data with
And artificial intelligence technology, for acquisition convenience, data accuracy, process standard expansion research, to realize project scene sea
It measures effective acquisition of real data and utilizes.
The evaluation line is to the practical comparison point for building line, target control line progress process, two dimension of result
Analysis establishes the correction management that traces based on " PDCA cycles " and evaluates mechanism with performance.
Further, the embedded rule base be establish existing 1400 remainder construction management, technical standard and specification public affairs
Tag library altogether.A set of common tag library automatic algorithms that are more complete, having scalability are designed, for carrying out nature language in batches
Say arrangement and description language conversion, the type automation algorithm generally requires the arrangement of experience natural language, description language converts, is defeated
Go out the work of operation result three phases, for example, being provided with sample presentation provision to concrete sampling according in codes and standards, is organized into
Natural language, then convert natural language to description language, it finally converts again and is compiled as computer language, generate at this time interior
Embedding rule；After project BIM models upload enterprise's cloud plateform system, automatically extracts the embedded rule and BIM models are extracted, are compared
After calculating, you can number and quantity should be sampled by obtaining each concrete grade grade concrete of each construction section, and by these data
Association can obtain the data details automatically to BIM models when following model is applied.
Further, the digital asset library constantly accumulates " four lines " project data for project sample, using base
In big data storage, analysis and digging technology, form reusable knowledge sharing library, establish comprising business datum, cost data,
The Company Knowledge library of technical quality data, safety construction, finish archives, six major class of the enterprise talent, 29 item of digital assets, covers
Lid building enterprise full-service, full-time energy field are selected out for example, after the completion of company's sample items hollow floor engineering construction
The information such as technical solution, cost data, construction manager, when there are hollow floor in new projects, Auto-matching digital asset library
In information material, the information such as acquiring technology scheme, cost data and administrative staff with construction experience.
Beneficial effects of the present invention：A kind of tertiary management system based on BIM of the present invention and the application of data cloud
Enterprise management method can realize work collaboration, quantitative management with decision Analysis, improve Risk Pre-control ability, realize management
With the accumulation of technical experience.
Description of the drawings
Upon reading the detailed description of non-limiting embodiments with reference to the following drawings, other feature of the invention,
Objects and advantages will become more apparent upon：
Fig. 1 is the structure diagram of system platform part in the present invention；
Fig. 2 is the flow chart of enterprise virtual construction step in the present invention；
Fig. 3 is the flow chart of business goal rate-determining steps in the present invention；
Fig. 4 is the flow chart of enterprise practical construction step in the present invention；
Fig. 5 is the flow chart that valuation of enterprise examines step in the present invention；
Specific implementation mode
To make the technical means, the creative features, the aims and the efficiencies achieved by the present invention be easy to understand, with reference to
Specific implementation mode, the present invention is further explained.
The present invention provides a kind of enterprise management method of the tertiary management system based on BIM and the application of data cloud, packet
It includes using BIM models as data medium, is established using tools such as project indicator management tool, digital asset library, enterprise's cloud platforms
Three-level management system is excavated by four virtual construction line, target control line, practical construction line, evaluation line project data
Process carries out the information system management of construction enterprises；
The three-level is three-level management main body：It is divided into of company level, branch company's grade, project according to project management main body
Grade, corresponds to decision-making level, management level, execution level respectively, and each level relies on enterprise's tertiary management system according to management responsibilities at different levels
Linkage from top to bottom is carried out, common finished item threedimensional model and building for project data safeguard and implement technology based on same model
Using work such as implementation, Project Process management and control and digitlization delivery.
Four lines are four project data mining processes, are to be divided into virtually to build according to project data process management
Make line, target control line, it is practical build four line, evaluation line project data mining processes, data mining generally refer to from
Past empirical method (is relied on by statistics, online analysis and processing, information retrieval, machine learning, expert system in a large amount of data
Then) and pattern-recognition scheduling algorithm searches for the process for being hidden in wherein information；
As shown in figure, it sets for this platform：According to three of company level, branch company's grade, project level management levels, enterprise's cloud is established
Plateform system, project indicator management tool, digital asset library include that enterprise's cloud plateform system draws in enterprise's cloud plateform system
Lead page, purchase of goods and materials, manage dynamic, fund dynamic, production management, safety management, quality management, technical management, manpower management,
The modules such as effectiveness analysis and corresponding six big professional system；Project indicator management tool is light-weighted enterprise's cloud platform
System, including project information, progress control, output value information, production information, cost information, capital management, purchase of goods and materials, quality
The modules such as management, safety management, technical management；Digital asset library is the number for summarizing each department and uploading to enterprise's cloud plateform system
Information is stored in digital asset library after Screening Treatment, and provides attachment and upload, change and delete, and digital asset is for enterprise's cloud
Plateform system recalls, including service database, technical quality database, safety construction library, finish archives library, Enterprise Human
Ability library；
As shown in Figure 2, the virtual construction line is upload enterprise's cloud plateform system, foundation after establishing project BIM models
The system worked out embeds algorithm general rule (i.e. embedded rule), adjusts and sets to project model specificity parameter, passes through
Virtual construction transfers experience data in mathematic for business asset library, simulates standardized project and builds route, provides item
Mesh construction management sample for reference, virtual construction line include the following steps：
It is built the preparation stage in project, Market Management Department carries out ID codings to project and project essential information typing enterprise
After cloud platform system, by company organization professional technique engineer according to unified modeling standard, concentration establishes project building soil
It builds, each profession BIM models such as electromechanics, after calculating quantities to BIM models, uploads BIM models to enterprise's cloud plateform system；
Enterprise's cloud plateform system obtains project actual demand, to the BIM models established by unified Modeling standard into line number
According to processing, by the embedded rule base of enterprise's cloud plateform system, extracted, compared one by one for embedded rule by computer system,
It calculates, finally normal data of the output with project characteristic；
According to the normal data with project characteristic automatically analyze project management quality management, safety management, progress control,
The demand data of resource consumption, data management etc. scans for matching in digital asset library, obtains the associated mark of project
Standardization data resource, clustering is carried out by association standardized data resource and BIM model datas, and class is pressed to all data files
Virtual construction line number evidence carry out not be generated, BIM models are carrier to virtual construction line number according to this, according to item id after ID codings
Coding carries out archive management in enterprise's cloud plateform system cloud disk；
Virtual construction line be by analyzing architectural feature, calculate project BIM model engineering amounts, be associated with digital asset library at
After the standards construction data such as sheet, quality, safety, project building course simulation is carried out, for example, passing through extraction in Construction in Preparatory Stage
The division of project quantities and project schedule plan and construction section, Auto-matching calculate entire project and respectively apply in BIM models
Each label grade concrete of workshop section should sample number and quantity by embedded standard, and by these data correlations to BIM models, this mistake
Journey is to generate a link of virtual construction line number evidence；
As shown in Figure 3, the target control line is to take classification to handle virtual construction line number evidence, of company level with general
Parameter carries out initial setting, and branch company's grade adjusts general parameter according to project difference, management objectives, and target control line includes following
Step：
Enterprise's cloud plateform system extracts project virtual construction line number evidence, is adjusted by relevant achievement data file ID coding is managed
Access pushes to decision-making level's administration interface client of company level after, and decision-making level of company level is according to enterprise internal management method to warp
Battalion's achievement data up-regulation is floated downward, and the achievement data after adjustment pushes to grade decision-making level of branch company client；
By decision-making level of branch company according to branch company's business indicator and internal control method, it is distributed to each function portion of each branch company
Door professional system management client, by each functional management department of branch company according to the project construction schedule to business indicator into
Row Subdividing Processing raises or floats downward again achievement data, and the data after adjustment are audited by decision-making level of branch company, if audit passes through,
Achievement data is then uploaded enterprise's cloud plateform system, if audit does not pass through, terminates this time to ask or by each function portion of branch company
Door uploads achievement data after readjusting；
Via administrator of company level audit after, by the management data after adjustment by file ID coding with extract it is virtual
Line number is built according to association is re-started, that is, generates target control line data, is encoded in enterprise's cloud plateform system cloud according to item id
Archive management is carried out in disk；
As shown in Figure IV, the practical construction line, is integrated use mobile Internet, Internet of Things, bio-identification, cloud meter
Calculation, Noise reducing of data and artificial intelligence technology, for acquisition convenience, data accuracy, process standard expansion research, with reality
The effective acquisition and utilization of existing project scene magnanimity real data, practical build include the following steps：
Project management department extracts project target control line data packet in enterprise's cloud plateform system using project indicator management tool,
The project indicator management tool information management interface for automatically generating the project, passes through the ends PC of indexing management tool and movement
End and other handheld information collecting terminals upload the project constructions such as the project construction safety, quality, progress, cost collected in real time
Data；
Indexing management tool is encoded according to the file ID coding standard format in target control line data packet by file ID
Clustering is carried out to engineering construction data, is that unit pushes to branch company's functional management departmental manager's client by project
Engineering construction data audit is carried out, if audit passes through, is uploaded to enterprise's cloud plateform system, engineering construction data generate practical
Line number evidence is built, archive management is carried out in enterprise's cloud plateform system cloud disk according to item id coding, if audit does not pass through, ties
Beam this time asks or uploads construction data again by project management department；
As shown in Figure 5, the evaluation line is to build line, target control line progress process, result bidimensional to practical
The comparison of degree is analyzed, and is established and being traced correction management and performance evaluation mechanism based on " PDCA cycles ", evaluation include with
Lower step：
It uploads after generating practical construction line data packet, enterprise's cloud plateform system can be somebody's turn to do by period (season, the moon, ten days) Auto-matching
Project objective control line data packet one by one carries out practical line number of building by file ID coding according to target control line data automatically
Comparison, generates the project correction data file, according to " reddish yellow is green " three color early warning mechanism, is evaluated automatically according to project operation situation
Bright light rank carries out examination analysis by examination department of branch company, and the data file packet after amber light, the analysis of green light project check only needs
Upload pushes to examination department of company level and is examined, and evaluation line number evidence is generated after the completion of examination and in enterprise's cloud platform
Carry out archive management in system cloud disk, red light project, then must also push simultaneously examination information to business decision layer-management interface by
Business decision layer is consulted, and uploads evaluation data to enterprise's cloud plateform system after taking corresponding management measure；
After evaluation line number is according to generation, automatic push to decision-making level of branch company and functional management department manager client
End, project management department is issued to by functional management department of branch company by project indicator management tool by evaluation destination file,
Project management department finds out problem by evaluation result, adjusts next stage construction management strategy, according still further to above-mentioned flow after project
Overall synthetic evaluation is primary, and the result of appraisal are included in branch company's content of examination, each period examination of process and the overall result of appraisal
File uploads enterprise's cloud platform after arrangement and is achieved and issue the final result of appraisal.
Embedded rule base be establish existing 1400 remainder construction management, technical standard and specification common tag library.Design
Go out a set of common tag library automatic algorithms that are more complete, having scalability, for carrying out natural language arrangement and description in batches
Language converts, and the type automation algorithm generally requires experience natural language and arranges, description language conversion, exports operation result three
The work in a stage is organized into natural language for example, being provided with sample presentation provision to concrete sampling according in codes and standards, then
It converts natural language to description language, finally converts again and be compiled as computer language, generate embedded rule at this time；Project
After BIM models upload enterprise's cloud plateform system, automatically extracts the embedded rule and BIM models are extracted, after contrast conting, i.e.,
Can get each each concrete grade grade concrete of construction section should sample number and quantity, and by these data correlations to BIM moulds
Type can obtain the data details automatically when following model is applied.
Digital asset library constantly accumulates " four lines " project data for project sample, using stored based on big data,
Analysis and digging technology, form reusable knowledge sharing library, establish comprising business datum, cost data, technical quality data,
The Company Knowledge library of safety construction, finish archives, six major class of the enterprise talent, 29 item of digital assets, the full industry of covering building enterprise
Technical solution, cost number are selected out in business, full-time energy field for example, after the completion of company's sample items hollow floor engineering construction
According to information such as, construction managers, when there are hollow floor in new projects, the information material in Auto-matching digital asset library obtains
Take the information such as technical solution, cost data and the administrative staff with construction experience.
The above shows and describes the basic principles and main features of the present invention and the advantages of the present invention, for this field skill
For art personnel, it is clear that invention is not limited to the details of the above exemplary embodiments, and without departing substantially from the present invention spirit or
In the case of essential characteristic, the present invention can be realized in other specific forms.Therefore, in all respects, should all incite somebody to action
Embodiment regards exemplary as, and is non-limiting, the scope of the present invention by appended claims rather than on state
Bright restriction, it is intended that including all changes that come within the meaning and range of equivalency of the claims in the present invention
It is interior.
In addition, it should be understood that although this specification is described in terms of embodiments, but not each embodiment is only wrapped
Containing an independent technical solution, this description of the specification is merely for the sake of clarity, and those skilled in the art should
It considers the specification as a whole, the technical solutions in the various embodiments may also be suitably combined, forms those skilled in the art
The other embodiment being appreciated that.
Claims (3)
1. the enterprise management method of a kind of tertiary management system based on BIM and the application of data cloud, it is characterised in that：Including
Using BIM models as data medium, three are established using tools such as project indicator management tool, digital asset library, enterprise's cloud platforms
Grade management system was excavated by four virtual construction line, target control line, practical construction line, evaluation line project data
The information system management of Cheng Jinhang construction enterprises；
The three-level is three-level management main body：It is divided into of company level, branch company's grade, project level according to project management main body,
Decision-making level, management level, execution level are corresponded to respectively, and each level relies on enterprise's tertiary management system to be carried out according to management responsibilities at different levels
Building for linkage from top to bottom, common finished item threedimensional model and project data is safeguarded and implements technology application based on same model
The work such as point implementation, Project Process management and control and digitlization delivery；
Four lines are four project data mining processes, are to be divided into virtual construction according to project data process management
Four line, target control line, practical construction line, evaluation line project data mining processes, data mining are generally referred to from big
Past empirical method (is relied on by statistics, online analysis and processing, information retrieval, machine learning, expert system in the data of amount
Then) and pattern-recognition scheduling algorithm searches for the process for being hidden in wherein information；
The virtual construction line is upload enterprise's cloud plateform system after establishing project BIM models, according in the system worked out
Embedding algorithm general rule (i.e. embedded rule), adjusts project model specificity parameter and sets, enterprise is transferred by virtual construction
Experience data in digital asset library simulate standardized project and build route, provide item construction management with reference to sample
This；
The target control line is to take classification to handle virtual construction line number evidence, of company level tentatively to be set with general parameter
Fixed, branch company's grade adjusts general parameter according to project difference, management objectives.
The practical construction line, is integrated use mobile Internet, Internet of Things, bio-identification, cloud computing, Noise reducing of data and people
Work intellectual technology, for acquisition convenience, data accuracy, process standard expansion research, to realize that project scene magnanimity is real
The effective acquisition and utilization of border data；
The evaluation line is built to the practical comparison analysis for building line, target control line progress process, two dimension of result
Be based on " PDCA cycles " trace correction management with performance evaluate mechanism.
2. the business administration of a kind of tertiary management system based on BIM according to claim 1 and the application of data cloud
Method, it is characterised in that：The embedded rule base is establish existing 1400 remainder construction management, technical standard and specification public
Tag library.A set of common tag library automatic algorithms that are more complete, having scalability are designed, for carrying out natural language in batches
It arranges and description language conversion, the type automation algorithm generally requires the arrangement of experience natural language, description language conversion, output
The work of operation result three phases is organized into certainly for example, being provided with sample presentation provision to concrete sampling according in codes and standards
Right language, then convert natural language to description language, it finally converts again and is compiled as computer language, generate at this time embedded
Rule；After project BIM models upload enterprise's cloud plateform system, automatically extracts the embedded rule and BIM models are extracted, are compared
After calculating, you can number and quantity should be sampled by obtaining each concrete grade grade concrete of each construction section, and these data are closed
BIM models are coupled to, the data details can be obtained automatically when following model is applied.
3. the business administration of a kind of tertiary management system based on BIM according to claim 1 and the application of data cloud
Method, it is characterised in that：The digital asset library constantly accumulates " four lines " project data for project sample, using based on
Big data storage, analysis and digging technology, form reusable knowledge sharing library, establish comprising business datum, cost data, skill
The Company Knowledge library of art qualitative data, safety construction, finish archives, six major class of the enterprise talent, 29 item of digital assets, covering
Skill is selected out in building enterprise's full-service, full-time energy field for example, after the completion of company's sample items hollow floor engineering construction
The information such as art scheme, cost data, construction manager, when there are hollow floor in new projects, in Auto-matching digital asset library
Information material, the information such as acquiring technology scheme, cost data and administrative staff with construction experience.
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| Application Number | Priority Date | Filing Date | Title |
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| CN201810094541.3A CN108492075A (en) | 2018-01-31 | 2018-01-31 | The enterprise management method of tertiary management system and the application of data cloud based on BIM |
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| CN109272226A (en) * | 2018-09-10 | 2019-01-25 | 上海嘉实（集团）有限公司 | It is a kind of that system is checked based on the intelligent installation engineering quality of big data and cloud platform |
| CN109308606A (en) * | 2018-09-14 | 2019-02-05 | 重庆大学城市科技学院 | A kind of cost of construction management system and method based on BIM technology |
| CN109614394A (en) * | 2018-12-13 | 2019-04-12 | 广州市水电建设工程有限公司 | A kind of data processing method based on BIM |
| CN110119378A (en) * | 2019-04-28 | 2019-08-13 | 邱海燕 | Building trade big data analysis system and correlation technique |
| CN110119885A (en) * | 2019-04-18 | 2019-08-13 | 华南理工大学 | A kind of subway platform direction board method for evaluating utility based on virtual reality technology |
| CN110457412A (en) * | 2019-07-12 | 2019-11-15 | 中航物业管理有限公司 | A kind of item objects standard instance method for realizing wisdom property |
| CN111695759A (en) * | 2020-04-23 | 2020-09-22 | 贵州乌江水电开发有限责任公司 | Operation and maintenance service management method and device |
| CN111898917A (en) * | 2020-08-07 | 2020-11-06 | 广元量知汇科技有限公司 | Intelligent manufacturing management system based on big data |
| CN112150105A (en) * | 2020-09-09 | 2020-12-29 | 济南轨道交通集团有限公司 | BIM-based collaborative method and system for track construction project archive management |
| CN112884445A (en) * | 2021-03-05 | 2021-06-01 | 新奥数能科技有限公司 | Energy project delivery platform and delivery method |
| CN113554202A (en) * | 2020-04-24 | 2021-10-26 | 广东博智林机器人有限公司 | Building control method, device and related system |
| CN113656505A (en) * | 2021-08-24 | 2021-11-16 | 生特瑞(上海)工程顾问股份有限公司 | Digitalization of distributed project management system and method for synchronizing data thereof |
| CN114116918A (en) * | 2021-11-23 | 2022-03-01 | 西安热工研究院有限公司 | Power generation group technology standard digital management method, system, equipment and storage medium |
| CN116451979A (en) * | 2023-06-15 | 2023-07-18 | 河北建工集团有限责任公司 | Intelligent construction integrated collaboration platform and method based on artificial intelligence |
| CN116957374A (en) * | 2023-04-11 | 2023-10-27 | 中国建筑第二工程局有限公司 | Building quality inspection management system |
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| CN109308606A (en) * | 2018-09-14 | 2019-02-05 | 重庆大学城市科技学院 | A kind of cost of construction management system and method based on BIM technology |
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| CN110119885B (en) * | 2019-04-18 | 2022-11-01 | 华南理工大学 | Subway platform sign effectiveness evaluation method based on virtual reality technology |
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| CN111695759A (en) * | 2020-04-23 | 2020-09-22 | 贵州乌江水电开发有限责任公司 | Operation and maintenance service management method and device |
| CN111695759B (en) * | 2020-04-23 | 2023-11-07 | 贵州乌江水电开发有限责任公司 | Operation and maintenance service management method and device |
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| CN111898917B (en) * | 2020-08-07 | 2021-04-23 | 中译语通科技（青岛）有限公司 | Intelligent manufacturing management system based on big data |
| CN111898917A (en) * | 2020-08-07 | 2020-11-06 | 广元量知汇科技有限公司 | Intelligent manufacturing management system based on big data |
| CN112150105A (en) * | 2020-09-09 | 2020-12-29 | 济南轨道交通集团有限公司 | BIM-based collaborative method and system for track construction project archive management |
| CN112884445A (en) * | 2021-03-05 | 2021-06-01 | 新奥数能科技有限公司 | Energy project delivery platform and delivery method |
| CN113656505A (en) * | 2021-08-24 | 2021-11-16 | 生特瑞(上海)工程顾问股份有限公司 | Digitalization of distributed project management system and method for synchronizing data thereof |
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| CN114116918A (en) * | 2021-11-23 | 2022-03-01 | 西安热工研究院有限公司 | Power generation group technology standard digital management method, system, equipment and storage medium |
| CN114116918B (en) * | 2021-11-23 | 2024-03-01 | 西安热工研究院有限公司 | Digital management method, system, equipment and storage medium for power generation group technical standard |
| CN116957374A (en) * | 2023-04-11 | 2023-10-27 | 中国建筑第二工程局有限公司 | Building quality inspection management system |
| CN116451979A (en) * | 2023-06-15 | 2023-07-18 | 河北建工集团有限责任公司 | Intelligent construction integrated collaboration platform and method based on artificial intelligence |
| CN116451979B (en) * | 2023-06-15 | 2023-08-18 | 河北建工集团有限责任公司 | Intelligent construction integrated collaboration platform and method based on artificial intelligence |
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