CN106951444A - Architectural engineering information processing method and device - Google Patents
Architectural engineering information processing method and device Download PDFInfo
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- CN106951444A CN106951444A CN201710085487.1A CN201710085487A CN106951444A CN 106951444 A CN106951444 A CN 106951444A CN 201710085487 A CN201710085487 A CN 201710085487A CN 106951444 A CN106951444 A CN 106951444A
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Abstract
The present invention is applied to technical field of buildings, and there is provided a kind of architectural engineering information processing method and device.This method includes：Target structures thing information is gathered by data acquisition device, and stores the target structures thing information；The target structures thing information includes at least one in electromechanical engineering project information, drawing information, connected machine information, ventilating system information, elevator device information and renewable energy system information；Receive user request information and generate control instruction；The user request information checks at least one that request and construction quality are checked in request including project progress；Read target structures thing information corresponding with the control instruction and handled, draw objective result corresponding with the control instruction；The objective result is shown.This method has versatility, each engineering project can be applied to, without only for single engineering project.
Description
Technical field
The invention belongs to technical field of buildings, more particularly to a kind of architectural engineering information processing method and device.
Background technology
In " internet+" epoch, all trades and professions such as retail, food and drink, traffic, education, finance, service, medical treatment, agricultural, system
Make, automobile and other industries or will carry out internet transformation.For building trade, country and local government also put into effect in succession
Some policies and instruction, encourage construction industry to realize that internet is transformed.
In recent years, many engineering project management softwares are occurred in that, these engineering project management softwares possess basic management
Function, improves the managerial skills of engineering project to a certain extent.Inventor has found existing during the present invention is realized
Technology has the following disadvantages：Most engineering project management softwares are developed for each independent Project settings, Zhi Nengguan
The single project of reason.
The content of the invention
In view of this, it is existing to solve the embodiments of the invention provide a kind of architectural engineering information processing method and device
Engineering project management software is developed for each independent Project settings in technology, the problem of can only managing single project.
The first aspect of the embodiment of the present invention there is provided a kind of architectural engineering information processing method, including：
Target structures thing information is gathered by data acquisition device, and stores the target structures thing information；The target
Building information includes electromechanical engineering project information, drawing information, connected machine information, ventilating system information, elevator device
At least one in information and renewable energy system information；
Receive user request information and generate control instruction；The user request information including project progress check request and
At least one that construction quality is checked in request；
Read target structures thing information corresponding with the control instruction and handled, drawn and the control instruction pair
The objective result answered；
The objective result is shown.
It is preferred that, the storage target structures thing information is specifically included：
By load-balancing technique, according to preset data redundancy by the target structures thing information Store to structural data
In storehouse and unstructured data storehouse.
It is preferred that, it is described to read target structures thing information corresponding with the control instruction and handled, draw and institute
Stating the corresponding objective result of control instruction includes：
Target structures corresponding with the control instruction are read from the structured database and unstructured data storehouse
Thing information；
Redundant data in the target structures thing information that reads out is filtered；
Big data merging is carried out to the target structures thing information after filtering by presupposition analysis model, collected and dimension point
Analysis, draws objective result corresponding with the control instruction.
It is preferred that, described be shown the objective result specifically includes：
The objective result is pushed into target terminal at least one form in picture, video, form and word to enter
Row displaying.
It is preferred that, the user request information also checks request including engineering funds；Also include：
Obtain and collect the engineering funds information of the target structures thing, and by the engineering funds information of the target structures thing
Summarized results pushes to target terminal and is shown.
The second aspect of the embodiment of the present invention there is provided a kind of architectural engineering information processor, including：
Memory module is converged, is built for gathering target structures thing information by data acquisition device, and storing the target
Build thing information；The target structures thing information includes electromechanical engineering project information, drawing information, connected machine information, ventilation
At least one in system information, elevator device information and renewable energy system information；
Service module, for receiving user request information and generating control instruction；
Processing module, for reading corresponding with control instruction target structures thing information and being handled, draw and
The corresponding objective result of the control instruction；
Display module, for the objective result to be shown.
It is preferred that, it is described convergence memory module specifically for：By load-balancing technique, according to preset data redundancy by institute
Target structures thing information Store is stated into structured database and unstructured data storehouse.
It is preferred that, the processing module includes：
Reading unit, for being read and the control instruction pair from the structured database and unstructured data storehouse
The target structures thing information answered；
Filter element, was carried out for the redundant data in the target structures thing information that is read out to the reading unit
Filter；
Analytic unit, for being carried out by presupposition analysis model to the target structures thing information after filter element filtering
Big data merges, collected and dimensional analysis, draws objective result corresponding with the control instruction.
It is preferred that, the display module specifically for：
The objective result is pushed into target terminal at least one form in picture, video, form and word to enter
Row displaying.
It is preferred that, the user request information also checks request including engineering funds；
The processing module, is additionally operable to obtain and collects the engineering funds information of the target structures thing；
The display module, is additionally operable to the summarized results of the engineering funds information of the target structures thing pushing to target end
End is shown.
The embodiment of the present invention is had the advantage that relative to prior art：The embodiment of the present invention is filled by data acquisition
Collection target structures thing information is put, and stores the target structures thing information；Then receive user request information and generate control
Instruction；Read target structures thing information corresponding with the control instruction and handled, drawn corresponding with the control instruction
Objective result；The objective result is shown, therefore above-mentioned architectural engineering information processing method has versatility, can
Applied to each engineering project, without only for single engineering project.
Brief description of the drawings
Technical scheme in order to illustrate more clearly the embodiments of the present invention, below will be to embodiment or description of the prior art
Needed for the accompanying drawing to be used be briefly described, it should be apparent that, drawings in the following description be only the present invention some
Embodiment, for those of ordinary skill in the art, without having to pay creative labor, can also be according to these
Accompanying drawing obtains other accompanying drawings.
Fig. 1 is the flow chart of architectural engineering information processing method provided in an embodiment of the present invention；
Fig. 2 is reading provided in an embodiment of the present invention target structures thing information corresponding with the control instruction and located
Reason, draws the flow chart of objective result corresponding with the control instruction；
Fig. 3 is the structured flowchart of architectural engineering information processor provided in an embodiment of the present invention；
Fig. 4 is the schematic diagram of architectural engineering information processor provided in an embodiment of the present invention.
Embodiment
In describing below, in order to illustrate rather than in order to limit, it is proposed that such as tool of particular system structure, technology etc
Body details, thoroughly to understand the embodiment of the present invention.However, it will be clear to one skilled in the art that there is no these specific
The present invention can also be realized in the other embodiments of details.In other situations, omit to well-known system, device, electricity
Road and the detailed description of method, in case unnecessary details hinders description of the invention.
In order to illustrate technical solutions according to the invention, illustrated below by specific embodiment.
Embodiment one：
Fig. 1 shows that the architectural engineering information processing method that the embodiment of the present invention one is provided realizes flow, and details are as follows：
Step S101, gathers target structures thing information, and store the target structures thing information by data acquisition device.
Wherein, the target structures thing information include electromechanical engineering project information, drawing information, connected machine information,
At least one in ventilating system information, elevator device information and renewable energy system information.
It is for instance possible to use data acquisition unit, front end processor etc. are to electromechanical engineering project data, designing institute's drawing data, change
The experimental facilities system data such as frequency multi-connected machine, ventilating system, elevator device, renewable energy system is converged, to obtain mesh
Mark building information.Then target structures thing information can be packed by specific form, encrypted, by http protocol,
Active link [HTML] memory, links and successfully just sends data to memory, links unsuccessful then in local cache, the next chain of wait
It is connected into after work(and retransmits.
In one embodiment, the data acquisition device can include target structures thing connected machine information and gather dress
Put, ventilating system information collecting device, elevator device information collecting device and renewable energy system information collecting device.Pass through
Connected machine information harvester, ventilating system information collecting device, elevator device information collecting device and regenerative resource
System information acquisition device, is able to gather the connected machine information of target structures thing, ventilating system information, elevator device
Information and renewable energy system information.
Specifically, the data acquisition device can include three-phase intelligent ammeter, mass flowmenter, solar energy irradiation instrument,
Air volume meter and digital power instrument.Wherein, three-phase intelligent ammeter is used for metering three-phase electric current, three-phase voltage, three phase power, wattful power
The parameters such as rate, reactive power, power factor (PF).Mass flowmenter is used to measure fuel flow.Solar energy irradiation instrument can for metering
The total solar radiation of regeneration energy resource system and spectroradio.Air volume meter is used for the monitoring of ventilating system, and main acquisition parameter has wind
Amount, temperature, humidity.Digital power instrument is the power meter that tested electric parameter is changed into data signal and numerically shown,
It is mainly used to determine the parameters such as voltage, electric current, frequency, active power, power factor.
In the present embodiment, acquisition instructions can be passed through by R485 or R232 agreements, hair according to timer counter time of setting
It is sent to data acquisition device.Data acquisition device is obtained after instruction, returns to various types of signals.Filled according to various data acquisitions
The signal resolution for putting return goes out specific data.
In the monitoring of connected machine, running frequency, electric current, voltage, power inside main parsing intelligent power instrument because
The parameters such as number.
In ventilating system monitoring, the air quantity of main parsing air volume meter, temperature, humidity parameter, PM2.5 gauges
PM2.5 content datas, carbon dioxide measures the dense carbon dioxide degrees of data of instrument.
In elevator device monitoring, the rotating speed Value Data of main parsing power set rotating speed gauge.
, it is necessary to which according to the technology species of renewable energy system, various intelligence are parsed respectively in renewable energy system
The signal of instrument.Such as solar water technology, the irradiation instrument irradiation Value Data of main parsing solar panel, heat collector water pipe stream
Magnitude data, heat collector water pipe inlet temperature, Outlet Temperature value, the data such as cistern water temperature hydraulic pressure；If solar energy is sent out
Power technology, the irradiation instrument irradiation Value Data of main parsing solar panel, photovoltaic module surface temperature, device for converting electric energy output
Electricity.
In addition, data acquisition device can also include smart mobile phone, PAD, CAD diagram paper scanner, BIM figure identifying devices
Deng.The http protocol of Ethernet can also be used, drawing information and the BIM letter that gathered data harvester is obtained
Breath.
In addition, the storage target structures thing information Step can specifically include：By load-balancing technique, according to
Preset data redundancy is by the target structures thing information Store into structured database and unstructured data storehouse.Wherein, may be used
To store by structured database, unstructured data library management software, and pass through to the target structures thing information
NAT (Network Address Translation, network address translation) load-balancing techniques and rational data redundancy,
Accomplish to save storage, Internet resources, while can guarantee that the requirement of disaster-tolerant backup again.
Specifically, in memory interface design, different for structuring, destructuring storage mode, system design has
Different api interface method is simultaneously externally issued, and be generally distributed on different back-end servers by different services,
Certainly structuring, destructuring storage service is completed also by self-defined route service to access.
Memory interface service is designed to support cluster mode, and meets the requirement of load balancing high availability, in deployment
Aspect can be completed by third party's middleware such as NGINX NAT technologies, the skill while the usable third party of software engineering layer increases income
Art such as DUBBO is completed, and this can either ensure that memory interface service United Dispatching, balance are used, while be avoided that because single again
The unavailable problem of service that the node machine of delaying is caused.
Step S102, receives user request information and generates control instruction.
Wherein, the user request information checks request and construction quality are checked in request at least one including project progress
Kind.Specifically, when user wants to check target structures thing project progress, project progress can be inputted by interactive device and checked
Request.Receiving after project progress checks request, checking that request generates corresponding control instruction according to the project progress, and
The corresponding information of target structures thing is obtained according to the instruction, to draw the project progress of target structures thing.
When user wants to check target structures thing construction quality, can be checked by interactive device input construction quality please
Ask.Receiving after construction quality checks request, checking that request generates corresponding control instruction, and root according to the construction quality
The corresponding information of target structures thing is obtained according to the instruction, to draw the construction quality of target structures thing.For example, wall body structure is strong
Degree, thickness etc..
Furthermore it is also possible to provide task management, Reports Administration, form push, online service, BIM according to user's request
(Building Information Modeling, BIM) construction application model etc. is serviced.For different users
Request, obtains target structures thing information corresponding with user's request and generates corresponding result.
Wherein, progress control include providing engineering project total lever factor, master control plan it is newly-built, check and the function such as change.
Reports Administration include providing report fill in, report read and make comments, the function such as report queries.
Report Server Management includes offer progress, inspection, rectification task report capability.
Task management is reported comprising task list, newly-built task, task, changed under deletion task, problem log, rectification
Reach, rectify and improve details, rectification feedback, rectify and improve the functions such as reinspection, batch are assigned, rectification is delivered.
Conference management includes offer minutes, meeting summary task template, task arrangement and performs examination, meeting task and urge
Do, expiring the function such as is automatically reminded to.Conference management flow can be：Record meeting summary notes；Summary is taken down notes and uploaded；Receive
Meeting task；Perform meeting task；Feed back meeting task and meeting task completes the steps such as confirmation.
Rectification management includes offer standard check item, rectification initiate, feedback, check and accept etc. service, support conveniently clap, record etc.
Function.
Online service includes providing picture and text message, form Push Service, supports worksheet to preserve, pushes prompting function.
Wherein, form method for pushing is the data of online service personal observations' platform, the form checked in statistical analysis, through specialty analysis
After collecting formed report, by the newly-built push function in online service report be pushed to related personnel consult, push people with
When can check push read state.
BIM construction applications model includes being directed to the construction stage, mainly provides visual presentation, working procedure and technique mould
The functions such as plan, the simulation of electromechanical speciality Deepen Design, construction speed, construction cost management and digitlization component.
Step S103, reads corresponding with control instruction target structures thing information and is simultaneously handled, draw with it is described
The corresponding objective result of control instruction.
Referring to Fig. 2, step S103 may comprise steps of：
Step S201, reads corresponding with the control instruction from the structured database and unstructured data storehouse
Target structures thing information.
Wherein, when the control instruction is to check the corresponding control instruction of request with project progress, from the structuring
Target structures thing information corresponding with project progress is read in database and unstructured data storehouse；The control instruction be with
When construction quality checks request corresponding control instruction, read and work from the structured database and unstructured data storehouse
The corresponding target structures thing information of Cheng Zhiliang.
Step S202, is filtered to the redundant data in the target structures thing information that reads out.
Due to, by load-balancing technique, the target structures thing information being deposited according to preset data redundancy in step S101
There is redundant data into structured database and unstructured data storehouse, therefore in the target structures thing information read out in storage,
Need to filter the redundant data in target structures thing information.
Step S203, carries out big data merging to the target structures thing information after filtering by presupposition analysis model, collects
And dimensional analysis, draw objective result corresponding with the control instruction.
In actual items, the usual real-time randomness of terminal energy consumption data of data acquisition unit collection is stronger, data volume
Greatly, Format Type is various and there is redundant data, in face of these data, and it is to redundant digit first that process layer, which needs completing for task,
According to filtering screening is carried out to reach duplicate removal purpose, carried out on the basis of initial data after cleaning by the analysis model pre-seted
Big data merges, collect with the process such as dimensional analysis, to reach the final goal from initial data tap value data.
In this step, the high-performance big data computing cluster of high availability can be built by Hadoop YARN, is supported a variety of
Scheduling of resource and allocation strategy, support a variety of different types of Computational frames, and company-data value can be excavated repeatedly.Distribution
Formula internal memory computing engines (SPARK) are processed as core with elasticity distribution formula data set, more than 100 times faster than traditional MapReduce.
More powerful API can be provided, so that the greatly computational length of Reduction algorithm, Reduction Computation time cost.
Step S104, the objective result is shown.
Specifically, the objective result can be pushed at least one form in picture, video, form and word
Target terminal is shown, also support to be serviced with various ways such as APP and model displaying.Wherein, APP applications can be carried
For functions such as meeting summary, meeting Task-decomposing, deadline, performance levels.
Further, the user request information also checks request including engineering funds.The architectural engineering information processing side
Method can also include：Obtain and collect the engineering funds information of the target structures thing, and by the engineering funds of the target structures thing
The summarized results of information pushes to target terminal and is shown.
Above-mentioned architectural engineering information processing method, can apply to the Construction of Engineering Projects stage, and major function includes fund
Expenditure, progress control, quality safety management, conference management.
Fund pays function：Each unit in charge of construction's engineering funds payout status of collect statistics, by making a report on engineering funds branch
Monthly magazine is paid, the content made a report on includes project name, unit in charge of construction's title, specialty, monthly paid engineering funds etc., is after examination ＆ verification
The accumulative paid engineering funds and paid engineering funds ratio of system programming count Chu Ge units in charge of construction；Administrative staff can be according to construction speed
Compared with paid engineering funds progress, reasonable arrangement fund expenditure, so that management and control project funds is paid.
Progress control function is specially：By monthly making a report on vivid progress monthly magazine, the content made a report on includes what this month completed
Engineering volume, progress description, photographs of progress etc., system programming count goes out to total engineering volume after examination ＆ verification, while according to current
Total engineering volume/project plan total value * 100% and calculate the vivid progress percentage of current project.
Quality safety management function is specially：When job site finds quality problems or potential safety hazard, rectification is initiated, is notified
Person liable, superintendent, acceptor, clearly rectification require and the time limit that responsible party proposes Acceptance application after completing rectification, and acceptor tests
Fold to give after lattice and confirm；Each construction party quality safety rectification data of system programming count, such as rectify and improve sum, complete number, complete
Rate (completing number/rectification sum * 100%), completion promptness rate (completing number/rectification sum * 100% in time).
Conference management function is specially：Project uploads meeting summary (containing meeting resolution Task-decomposing) after holding a meeting extremely flat
Platform, online service personnel are arranged to meeting task, and tasks carrying is exercised supervision, pressed；System programming count is respectively applied
It is (complete in time that work side's meeting implementation status, such as task complete number, completion rate (completing number/total task number * 100%), completion promptness rate
Into number/total task number * 100%).Realize that meeting is associated with meeting task, can inquire about and count the meeting times that each meeting is produced
The implementation status of business.
It is different according to function furthermore it is also possible to integrated BIM coordination techniques, including but not limited to design of HVAC, give
The modular units such as water Drainage Design, Sunlight Analysis instrument, building plans instrument, all kinds of setting in architectural entity is directed to realize
Standby facility is in proportion, modularization draws, calculates, going out the work such as figure, assembling.Coordinated in actual items operation using platform BIM
The flow of work is briefly described as：Worked first by calculating the entity such as pipeline, equipment complete design with going out figure, realize entity
Build and go out figure seamless combination with computer analog；Secondly, complete the annexation between pipeline and pipeline, annex, mark, pipeline or
During the movement change of accessory clamp point, the entity completion being attached thereto is automatically moved, adaptability change in size, keeps link position, chi
It is very little intact, mark numerical value correct etc.；Finally, whole project is completed to go out figure to instruct on-site consolidation, construction operation.
Integrated BIM coordination techniques, follow strictly communicated with the actual theory of engineering, it is dynamic and visual vertical alignment design, vertical disconnected
Design result auto-returned plane, automatic marking, design adjustment drawing mark such as automatically update at the principle, while in professional coverage rate
Extensively, high degree of automation, meet designer's thinking habit, software depth and flexibility and can meet different regions polymorphic types building
Designer constructed out and also show unique characteristics in terms of figure.
For checking that the operating process of owner's progress can be：Proprietor makes a report on progress monthly magazine-project manager's examination ＆ approval-system system
Owner's unit is counted-shows to check.
For checking that the operating process of construction party progress can be：Construction party makes a report on progress monthly magazine-project manager's examination ＆ approval-system
Statistics-show owner's unit to check.
Can be for quality security problem operating process：Initiation problem-assign rectification-rectification execution-rectification feedback-whole
Changing examination-rectification is counted-shows owner's unit to check.
Engineering Service center is set up, the posies such as online secretary, project analysis teacher and online engineering specialist group is configured, is owner
Construction unit, unit of taking part in building provide engineering online service, including push early warning information, engineering management form and data analysis report
Deng improving its operating efficiency, creative engineering benefit, specific service content includes：
Resolved according to project meeting, be decomposed to form meeting task, carry out task arrangement, online observation mission implementation status,
It was found that expired untreated situation is pressed；
Online observation quality safety rectification implementation status, it is found that expired untreated situation is pressed；
Whether online observation work report is made a report on time, and whether form is correct, reads and appraises situations such as whether people examines in time, sends out
Existing problem pushes information to relevant people processing in time；
Periodically owner's unit pushed information or analytical statement are given according to the content of Engineering Service (as monthly).
Above-mentioned architectural engineering information processing method, gathers target structures thing information, and store institute by data acquisition device
State target structures thing information；Then receive user request information and generate control instruction；Read corresponding with the control instruction
Target structures thing information is simultaneously handled, and draws objective result corresponding with the control instruction；The objective result is carried out
Displaying, therefore above-mentioned architectural engineering information processing method has versatility, can be applied to each engineering project, and be not only
For single engineering project.
It should be understood that the size of the sequence number of each step is not meant to the priority of execution sequence, each process in above-described embodiment
Execution sequence should determine that the implementation process without tackling the embodiment of the present invention constitutes any limit with its function and internal logic
It is fixed.
Corresponding to the architectural engineering information processing method described in foregoing embodiments, Fig. 3 shows that the embodiment of the present invention is provided
Architectural engineering information processor structured flowchart.For convenience of description, it illustrate only part related to the present embodiment.
Reference picture 3, the device includes convergence memory module 101, service module 102, processing module 103 and display module
104。
Memory module 101 is converged, for gathering target structures thing information by data acquisition device, and the target is stored
Building information.The target structures thing information includes electromechanical engineering project information, drawing information, connected machine information, logical
At least one in wind system information, elevator device information and renewable energy system information.
Service module 102, for receiving user request information and generating control instruction.
Processing module 103, for reading target structures thing information corresponding with the control instruction and being handled, draws
Objective result corresponding with the control instruction.
Display module 104, for the objective result to be shown.
Optionally, it is described convergence memory module 101 specifically for：By load-balancing technique, according to preset data redundancy
By the target structures thing information Store into structured database and unstructured data storehouse.
Referring to Fig. 3, in one embodiment, the processing module 103 can include reading unit 201, the and of filter element 202
Analytic unit 203.Wherein, reading unit 201, for being read and institute from the structured database and unstructured data storehouse
State the corresponding target structures thing information of control instruction.Filter element 202, for the target structures read out to the reading unit
Redundant data in thing information is filtered.Analytic unit 203, for being filtered by presupposition analysis model to the filter element
Target structures thing information afterwards carries out big data merging, collected and dimensional analysis, draws target corresponding with the control instruction
As a result.
Optionally, the display module 104 specifically for：By the objective result with picture, video, form and word
At least one form push to target terminal and be shown.
It is preferred that, the user request information also checks request including engineering funds.The processing module 103, is also additionally operable to
Obtain and collect the engineering funds information of the target structures thing.The display module 104, is additionally operable to the target structures thing
The summarized results of engineering funds information pushes to target terminal and is shown.
Embodiment three
Fig. 4 shows the schematic diagram of architectural engineering information processor provided in an embodiment of the present invention.
Architectural engineering information processor includes convergence-level, accumulation layer, process layer, service layer and presentation layer.
The convergence-level is by data acquisition unit, front end processor etc. to electromechanical engineering project data, designing institute's drawing data, change
The experimental facilities system data such as frequency multi-connected machine, ventilating system, elevator device, renewable energy system is converged, and supports real-time
Online and offline mode.
The accumulation layer is deposited by structured database, unstructured data library management software to convergence layer data
Storage, by advanced NAT load-balancing techniques and rational data redundancy, can accomplish to save storage, Internet resources, simultaneously
The requirement of disaster-tolerant backup is can guarantee that again.
The process layer performs various calculating tasks, and data are cleaned, analyzed, and therefrom tap value.Pass through
Hadoop YARN build the high-performance big data computing cluster of high availability, support multiple resources scheduling and allocation strategy, support
A variety of different types of Computational frames, company-data value can be excavated repeatedly.Distributed memory computing engines (SPARK) with
Elasticity distribution formula data set is processed as core, more than 100 times faster than traditional MapReduce.There is provided more powerful API, greatly
The computational length for reducing algorithm, reduce calculating time cost.
Service layer's offer task management, progress control, Reports Administration, form push, online service, BIM constructions are answered
Serviced with model etc..
The presentation layer support to be serviced with various ways such as APP and model displaying.
Architectural engineering information processor is a high-performance big data analyzing and processing platform with cloud computing depth integration.
The data high-speed disposal ability for GB to PB ranks is provided in the form of REST/open API, while separate sources can be directed to
(electromechanical engineering project data, device systems data, job site data, design drawing etc.) data are handled.Platform is based on
Cloud computing technology, BIM coordination techniques, the calculating of SPARK internal memories, Map＆Reduce technologies, Intel Virtualization Technology, SOA WOA, ETL number
According to technologies such as conversion, Nosql, there is provided efficient Data Migration ability, data, services, at a high speed mass data storage capability, distribution
Formula internal memory computing engines and a whole set of big data cloud service.Platform has the ability for building ultra-large data warehouse, can be with
It is efficiently completed the big data tasks such as big data cleaning, artificial intelligence analysis, data visualization, data mining.Platform is propped up comprehensively
The serviceization of holding, can using operation result data as service issue, while also by various big datas calculate be issued as service for
Family is used.
Above-mentioned architectural engineering information processor, gathers target structures thing information, and store institute by data acquisition device
State target structures thing information；Then receive user request information and generate control instruction；Read corresponding with the control instruction
Target structures thing information is simultaneously handled, and draws objective result corresponding with the control instruction；The objective result is carried out
Displaying, therefore above-mentioned architectural engineering information processing method has versatility, can be applied to each engineering project, and be not only
For single engineering project.
It is apparent to those skilled in the art that, for convenience of description and succinctly, only with above-mentioned each work(
Energy unit, the division progress of module are for example, in practical application, as needed can distribute above-mentioned functions by different
Functional unit, module are completed, i.e., the internal structure of described device is divided into different functional unit or module, more than completion
The all or part of function of description.Each functional unit, module in embodiment can be integrated in a processing unit, also may be used
To be that unit is individually physically present, can also two or more units it is integrated in a unit, it is above-mentioned integrated
Unit can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.In addition, each function list
Member, the specific name of module are also only to facilitate mutually differentiation, is not limited to the protection domain of the application.Said system
The specific work process of middle unit, module, may be referred to the corresponding process in preceding method embodiment, will not be repeated here.
Those of ordinary skill in the art are it is to be appreciated that the list of each example described with reference to the embodiments described herein
Member and algorithm steps, can be realized with the combination of electronic hardware or computer software and electronic hardware.These functions are actually
Performed with hardware or software mode, depending on the application-specific and design constraint of technical scheme.Professional and technical personnel
Described function can be realized using distinct methods to each specific application, but this realization is it is not considered that exceed
The scope of the present invention.
In embodiment provided by the present invention, it should be understood that disclosed apparatus and method, others can be passed through
Mode is realized.For example, system embodiment described above is only schematical, for example, the division of the module or unit,
It is only a kind of division of logic function, there can be other dividing mode when actually realizing, such as multiple units or component can be with
With reference to or be desirably integrated into another system, or some features can be ignored, or not perform.It is another, it is shown or discussed
Coupling each other or direct-coupling or communication connection can be by some interfaces, the INDIRECT COUPLING of device or unit or
Communication connection, can be electrical, machinery or other forms.
The unit illustrated as separating component can be or may not be it is physically separate, it is aobvious as unit
The part shown can be or may not be physical location, you can with positioned at a place, or can also be distributed to multiple
On NE.Some or all of unit therein can be selected to realize the mesh of this embodiment scheme according to the actual needs
's.
In addition, each functional unit in each embodiment of the invention can be integrated in a processing unit, can also
That unit is individually physically present, can also two or more units it is integrated in a unit.Above-mentioned integrated list
Member can both be realized in the form of hardware, it would however also be possible to employ the form of SFU software functional unit is realized.
If the integrated unit is realized using in the form of SFU software functional unit and as independent production marketing or used
When, it can be stored in a computer read/write memory medium.Understood based on such, the technical scheme of the embodiment of the present invention
The part substantially contributed in other words to prior art or all or part of the technical scheme can be with software products
Form embody, the computer software product is stored in a storage medium, including some instructions are to cause one
Computer equipment (can be personal computer, server, or network equipment etc.) or processor (processor) perform this hair
The all or part of step of each embodiment methods described of bright embodiment.And foregoing storage medium includes：USB flash disk, mobile hard disk,
Read-only storage (ROM, Read-Only Memory), random access memory (RAM, Random Access Memory), magnetic
Dish or CD etc. are various can be with the medium of store program codes.
Embodiment described above is merely illustrative of the technical solution of the present invention, rather than its limitations；Although with reference to foregoing reality
Example is applied the present invention is described in detail, it will be understood by those within the art that：It still can be to foregoing each
Technical scheme described in embodiment is modified, or carries out equivalent to which part technical characteristic；And these are changed
Or replace, the essence of appropriate technical solution is departed from the spirit and scope of various embodiments of the present invention technical scheme, all should
Within protection scope of the present invention.
Claims (10)
1. a kind of architectural engineering information processing method, it is characterised in that including：
Target structures thing information is gathered by data acquisition device, and stores the target structures thing information；The target structures
Thing information includes electromechanical engineering project information, drawing information, connected machine information, ventilating system information, elevator device information
With at least one in renewable energy system information；
Receive user request information and generate control instruction；The user request information checks request and engineering including project progress
At least one that quality is checked in request；
Read target structures thing information corresponding with the control instruction and handled, drawn corresponding with the control instruction
Objective result；
The objective result is shown.
2. architectural engineering information processing method according to claim 1, it is characterised in that the storage target structures
Thing information is specifically included：
By load-balancing technique, according to preset data redundancy by the target structures thing information Store to structured database and
In unstructured data storehouse.
3. architectural engineering information processing method according to claim 2, it is characterised in that the reading refers to the control
Make corresponding target structures thing information and handled, show that objective result corresponding with the control instruction includes：
Target structures thing letter corresponding with the control instruction is read from the structured database and unstructured data storehouse
Breath；
Redundant data in the target structures thing information that reads out is filtered；
Big data merging is carried out to the target structures thing information after filtering by presupposition analysis model, collected and dimensional analysis, is obtained
Go out objective result corresponding with the control instruction.
4. architectural engineering information processing method according to claim 1, it is characterised in that described to enter the objective result
Row displaying is specifically included：
The objective result is pushed into target terminal at least one form in picture, video, form and word and carries out exhibition
Show.
5. architectural engineering information processing method according to claim 1, it is characterised in that the user request information is also wrapped
Include engineering funds and check request；Also include：
Obtain and collect the engineering funds information of the target structures thing, and collecting the engineering funds information of the target structures thing
As a result target terminal is pushed to be shown.
6. a kind of architectural engineering information processor, it is characterised in that including：
Memory module is converged, for gathering target structures thing information by data acquisition device, and the target structures thing is stored
Information；The target structures thing information includes electromechanical engineering project information, drawing information, connected machine information, ventilating system
At least one in information, elevator device information and renewable energy system information；
Service module, for receiving user request information and generating control instruction；
Processing module, for reading corresponding with control instruction target structures thing information and being handled, draw with it is described
The corresponding objective result of control instruction；
Display module, for the objective result to be shown.
7. architectural engineering information processor according to claim 6, it is characterised in that the convergence memory module is specific
For：By load-balancing technique, according to preset data redundancy by the target structures thing information Store to structured database
In unstructured data storehouse.
8. architectural engineering information processor according to claim 7, it is characterised in that the processing module includes：
Reading unit, it is corresponding with the control instruction for being read from the structured database and unstructured data storehouse
Target structures thing information；
Filter element, is filtered for the redundant data in the target structures thing information that is read out to the reading unit；
Analytic unit, for carrying out counting greatly to the target structures thing information after filter element filtering by presupposition analysis model
According to merging, collecting and dimensional analysis, objective result corresponding with the control instruction is drawn.
9. architectural engineering information processor according to claim 6, it is characterised in that the display module is specifically used
In：
The objective result is pushed into target terminal at least one form in picture, video, form and word and carries out exhibition
Show.
10. architectural engineering information processor according to claim 6, it is characterised in that the user request information is also
Request is checked including engineering funds；
The processing module, is additionally operable to obtain and collects the engineering funds information of the target structures thing；
The display module, is additionally operable to the summarized results of the engineering funds information of the target structures thing pushing to target terminal and
Row displaying.
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Cited By (13)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108009714A (en) * | 2017-11-28 | 2018-05-08 | 昆明理工大学 | A kind of electromechanical project generalized information management system and method based on BIM |
| CN108764610A (en) * | 2018-04-12 | 2018-11-06 | 福建工程学院 | Standard technology construction management of project method based on big data, storage medium |
| CN109034744A (en) * | 2018-07-28 | 2018-12-18 | 万翼科技有限公司 | Feedback method, device and the computer readable storage medium of item nodes state |
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| WO2020248266A1 (en) * | 2019-06-14 | 2020-12-17 | 胡永生 | Constructional engineering internet of things information management system |
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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102868754A (en) * | 2012-09-26 | 2013-01-09 | 北京联创信安科技有限公司 | High-availability method, node device and system for achieving cluster storage |
| CN104318408A (en) * | 2014-11-25 | 2015-01-28 | 上海建科工程咨询有限公司 | Multi-target and multi-dimension risk management system for large building engineering construction |
| CN104376431A (en) * | 2014-12-02 | 2015-02-25 | 国网浙江余姚市供电公司 | Engineering project management method and system |
| CN105303332A (en) * | 2015-11-30 | 2016-02-03 | 国家电网公司 | Electric power engineering project management system |
| CN105761013A (en) * | 2016-02-26 | 2016-07-13 | 太仓埃特奥数据科技有限公司 | Management information processing system |
-
2017
- 2017-02-17 CN CN201710085487.1A patent/CN106951444A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102868754A (en) * | 2012-09-26 | 2013-01-09 | 北京联创信安科技有限公司 | High-availability method, node device and system for achieving cluster storage |
| CN104318408A (en) * | 2014-11-25 | 2015-01-28 | 上海建科工程咨询有限公司 | Multi-target and multi-dimension risk management system for large building engineering construction |
| CN104376431A (en) * | 2014-12-02 | 2015-02-25 | 国网浙江余姚市供电公司 | Engineering project management method and system |
| CN105303332A (en) * | 2015-11-30 | 2016-02-03 | 国家电网公司 | Electric power engineering project management system |
| CN105761013A (en) * | 2016-02-26 | 2016-07-13 | 太仓埃特奥数据科技有限公司 | Management information processing system |
Cited By (18)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108009714A (en) * | 2017-11-28 | 2018-05-08 | 昆明理工大学 | A kind of electromechanical project generalized information management system and method based on BIM |
| CN110019044A (en) * | 2017-12-15 | 2019-07-16 | 北京京东尚科信息技术有限公司 | Big data cluster quasi real time Yarn Mission Monitor analysis method |
| CN108764610A (en) * | 2018-04-12 | 2018-11-06 | 福建工程学院 | Standard technology construction management of project method based on big data, storage medium |
| CN108764610B (en) * | 2018-04-12 | 2022-04-01 | 福建工程学院 | Standard process engineering project construction management method based on big data and storage medium |
| CN109034744A (en) * | 2018-07-28 | 2018-12-18 | 万翼科技有限公司 | Feedback method, device and the computer readable storage medium of item nodes state |
| CN109345053B (en) * | 2018-08-03 | 2021-06-11 | 国网浙江省电力有限公司 | Power grid engineering capital demand apportionment method |
| CN109345053A (en) * | 2018-08-03 | 2019-02-15 | 国网浙江省电力有限公司 | A kind of electricity power engineering credit requirement methodology |
| CN109840684A (en) * | 2018-12-20 | 2019-06-04 | 国网中兴有限公司 | Management method, equipment, system and the storage medium of architecture information |
| CN109726377A (en) * | 2018-12-24 | 2019-05-07 | 内蒙古京宁热电有限责任公司 | Generation method, device and the electronic equipment of power field technical standard data file |
| WO2020248266A1 (en) * | 2019-06-14 | 2020-12-17 | 胡永生 | Constructional engineering internet of things information management system |
| CN110347128A (en) * | 2019-07-14 | 2019-10-18 | 中核华纬工程设计研究有限公司 | A kind of intelligent building centralized management system and method |
| CN111158763A (en) * | 2019-12-06 | 2020-05-15 | 思创数码科技股份有限公司 | Equipment instruction processing system for building intelligent management and control |
| CN111158763B (en) * | 2019-12-06 | 2023-08-18 | 思创数码科技股份有限公司 | Equipment instruction processing system for intelligent management and control of building |
| CN114004065A (en) * | 2021-10-12 | 2022-02-01 | 上海电机学院 | Transformer substation engineering multi-objective optimization method based on intelligent algorithm and environmental constraints |
| CN116662393A (en) * | 2023-06-10 | 2023-08-29 | 中建新城建设工程有限公司 | Building engineering control method and system based on distributed data query |
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| CN117235944A (en) * | 2023-09-28 | 2023-12-15 | 广州水纹厨房工程设计有限公司 | Automatic generation method and device of water supply and drainage system diagram, electronic equipment and storage medium |
| CN117235944B (en) * | 2023-09-28 | 2024-03-12 | 广州水纹厨房工程设计有限公司 | Automatic generation method and device of water supply and drainage system diagram, electronic equipment and storage medium |
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