CN106022560A - Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing - Google Patents
Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing Download PDFInfo
- Publication number
- CN106022560A CN106022560A CN201610291753.1A CN201610291753A CN106022560A CN 106022560 A CN106022560 A CN 106022560A CN 201610291753 A CN201610291753 A CN 201610291753A CN 106022560 A CN106022560 A CN 106022560A
- Authority
- CN
- China
- Prior art keywords
- data
- section
- jurisdiction
- attitude
- user
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Pending
Links
- 238000012544 monitoring process Methods 0.000 title claims abstract description 17
- 238000004364 calculation method Methods 0.000 claims abstract description 6
- 238000007726 management method Methods 0.000 claims description 42
- 238000005259 measurement Methods 0.000 claims description 32
- 238000010276 construction Methods 0.000 claims description 31
- 238000004422 calculation algorithm Methods 0.000 claims description 26
- 238000000034 method Methods 0.000 claims description 19
- 230000005540 biological transmission Effects 0.000 claims description 12
- 238000007418 data mining Methods 0.000 claims description 12
- 230000006870 function Effects 0.000 claims description 12
- 230000008569 process Effects 0.000 claims description 12
- 238000001514 detection method Methods 0.000 claims description 11
- 238000013461 design Methods 0.000 claims description 9
- 238000010586 diagram Methods 0.000 claims description 6
- 238000013523 data management Methods 0.000 claims description 5
- 238000013079 data visualisation Methods 0.000 claims description 5
- 238000010801 machine learning Methods 0.000 claims description 5
- 238000012552 review Methods 0.000 claims description 5
- 238000006243 chemical reaction Methods 0.000 claims description 4
- 238000012546 transfer Methods 0.000 claims description 4
- 241001269238 Data Species 0.000 claims description 3
- 238000004458 analytical method Methods 0.000 claims description 3
- 230000008859 change Effects 0.000 claims description 3
- 238000007405 data analysis Methods 0.000 claims description 3
- 230000002708 enhancing effect Effects 0.000 claims description 2
- 238000005516 engineering process Methods 0.000 abstract description 8
- 238000007619 statistical method Methods 0.000 abstract description 4
- 230000008901 benefit Effects 0.000 abstract description 3
- 210000001503 joint Anatomy 0.000 abstract 1
- 238000012800 visualization Methods 0.000 abstract 1
- 238000013459 approach Methods 0.000 description 2
- 238000004891 communication Methods 0.000 description 2
- 230000007547 defect Effects 0.000 description 2
- 238000011161 development Methods 0.000 description 2
- 238000012545 processing Methods 0.000 description 2
- 230000009467 reduction Effects 0.000 description 2
- 230000005641 tunneling Effects 0.000 description 2
- PEDCQBHIVMGVHV-UHFFFAOYSA-N Glycerine Chemical compound OCC(O)CO PEDCQBHIVMGVHV-UHFFFAOYSA-N 0.000 description 1
- 230000002159 abnormal effect Effects 0.000 description 1
- 230000009286 beneficial effect Effects 0.000 description 1
- 239000011449 brick Substances 0.000 description 1
- 238000003066 decision tree Methods 0.000 description 1
- 230000007812 deficiency Effects 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 239000003673 groundwater Substances 0.000 description 1
- 230000010354 integration Effects 0.000 description 1
- 239000000463 material Substances 0.000 description 1
- 230000007246 mechanism Effects 0.000 description 1
- 230000006855 networking Effects 0.000 description 1
- 230000007935 neutral effect Effects 0.000 description 1
- 238000013439 planning Methods 0.000 description 1
- 239000011435 rock Substances 0.000 description 1
- 238000012706 support-vector machine Methods 0.000 description 1
Classifications
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q10/00—Administration; Management
- G06Q10/06—Resources, workflows, human or project management; Enterprise or organisation planning; Enterprise or organisation modelling
- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06313—Resource planning in a project environment
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Information and communication technology [ICT] specially adapted for implementation of business processes of specific business sectors, e.g. utilities or tourism
- G06Q50/40—Business processes related to the transportation industry
Landscapes
- Business, Economics & Management (AREA)
- Human Resources & Organizations (AREA)
- Engineering & Computer Science (AREA)
- Economics (AREA)
- Strategic Management (AREA)
- Physics & Mathematics (AREA)
- Theoretical Computer Science (AREA)
- General Physics & Mathematics (AREA)
- Entrepreneurship & Innovation (AREA)
- General Business, Economics & Management (AREA)
- Tourism & Hospitality (AREA)
- Marketing (AREA)
- Operations Research (AREA)
- Quality & Reliability (AREA)
- Biodiversity & Conservation Biology (AREA)
- Life Sciences & Earth Sciences (AREA)
- Game Theory and Decision Science (AREA)
- Educational Administration (AREA)
- Development Economics (AREA)
- Health & Medical Sciences (AREA)
- General Health & Medical Sciences (AREA)
- Primary Health Care (AREA)
- Arrangements For Transmission Of Measured Signals (AREA)
Abstract
The invention discloses a subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing. The system comprises a total station, a cloud computing center, a mobile terminal and a Web management client. The total station acquires segment attitude data. The cloud computing center stores, calculates, analyzes and counts the segment attitude data. The mobile terminal is in Bluetooth butt joint with the total station, and receives, stores, calculates, analyzes and counts the segment attitude data detected by the total station. After the mobile terminal is in network connection, the data are transmitted to the cloud computing center. The Web management client provides the function of real-time data query for a user. The system is based on cloud computing and the Internet of Things technology to realize advanced distributed architecture, and has the advantages of good scalability, applicability and instantaneity. Automatic segment attitude data acquisition, storage, calculation, alarm, statistical analysis and visualization are realized. Manual subjective intervention is avoided to protect the quality and authenticity of the data.
Description
Technical field
The present invention relates to a kind of metro shield section of jurisdiction based on Internet of Things and cloud computing attitude monitoring management system.
Background technology
Constantly accelerating along with Urbanization in China, urban population density increases day by day, and traffic pressure increases the most suddenly.Owing to having, freight volume is big, low stain, speed are fast, be not take up the remarkable advantages such as ground space, and the urban track traffic instrument with subway as representative becomes many big and medium-sized cities and solves the optimal path of traffic jam issue.
Since Beijing Metro in 1969 is opened, through the development of more than 40 years, China is own through becoming the country that world today's Development of underground railway is fastest, subway city most, mileage open to traffic is the longest.By the end of the year 2015, the whole nation has 112 subway lines in 25 cities and opens operation, adds up to total kilometrage to reach 3286 kilometers, 2255, station.According to " 13 " planning outline, it is contemplated that the city having subway to the year two thousand twenty whole nation is up to 50, and total kilometrage reaches 6000 kilometers, gross investment will be more than 1,000,000,000,000.
Along with continuing to increase of subway construction scale and speed, the quality problems in work progress constantly expose.The factor affecting subway engineering quality includes personnel arrangement, material, equipment, technique, environment etc..In shield construction, attitude of shield machine off-design route is a most common class qualitative problems of construction, causes serious economic loss to unit in charge of construction and owner.
Shield machine, when tunneling, needs constantly the attitude of shield machine to be measured and adjusted so that it is driving route and Tunnel Design route coincide as far as possible, and this is to ensure that the key point of construction quality.Generally, the automatic guiding system being configured with advanced person of shield machine, it is made up of parts such as total powerstation, electronic laser subsystems, the locus of (shield head, shield tail) two reference points before and after it measures shield machine axis in real time by underground pilot point, and calculating shield machine driving route and the horizontal and vertical deviation of Tunnel Design axis, generally this deviation controls within 5cm.Owing to the section of jurisdiction of factor, tunnel and the brick works such as pressure from surrounding rock, groundwater pressure, human operational error is it may happen that deformation and skew, cause there is deviation between the attitude of shield machine automatically measured and actual value.Therefore, the manual review to the attitude of shield machine measures particularly significant.
The Main Function of section of jurisdiction is that the tunnel excavated by shield machine is propped up, and prevents tunnel cave, and it is tightly to combine with the surface in tunnel.Therefore, section of jurisdiction can fully demonstrate the tunnel quality that the direct of travel in tunnel, the degree of crook in space and shield machine are excavated.It is playing irreplaceable effect to during confirming shield machine operating attitude.At present, to attitude of shield machine manual review mainly by realizing the measurement of section of jurisdiction attitude, task is to utilize center, total station survey section of jurisdiction and the horizontal departure of Tunnel Design axis and vertical missing.
But, when traditional manual type is to section of jurisdiction attitude measurement, there is the defects such as human input is big, processing speed is slow, data reliability is poor, degree of intelligence is low.On the one hand, the measurement of section of jurisdiction attitude data must be completed in shield machine stops the off time of driving by construction party or management, and the amount of calculation of data is bigger, it is impossible to calculate the deviation at center, section of jurisdiction in real time.On the other hand, measurement data is generally processed with the form of form or data file, lack perfect mechanism and ensure measurement data reliability and quality in collection, transmission, processing procedure, lack the senior disposal abilities such as the statistical analysis to data, abnormal alarm simultaneously.A certain degree of hidden danger of quality that these defects bring to subway work construction and security risk.
Therefore, under the historical background of " the Internet+", the advantage of the technology such as conjugate networking, cloud computing, mobile APP exploitation, data mining, design a kind of real-time, efficient, safe and reliable, intelligent section of jurisdiction attitude monitoring management system schema, this be improve subway work construction quality and management level in the urgent need to.
Summary of the invention
nullIt is an object of the invention to overcome the deficiencies in the prior art，A kind of metro shield section of jurisdiction based on Internet of Things and cloud computing attitude monitoring management system is provided，This system realizes the distributed structure/architecture of a kind of advanced person based on cloud computing and technology of Internet of things，There is good autgmentability、The suitability and real-time，Section of jurisdiction attitude data gathers、Storage、Calculate、Report to the police、Statistical analysis and visualized operation all automatically complete，Human subjective is avoided to intervene，The quality of effective guarantee data and verity，Advanced separate-blas estimation algorithm，Calculating automatic to measurement data，The workload of tradition attitude measurement work is greatly reduced，Significantly improve efficiency，Cloud computing center gives Realtime Alerts to the section of jurisdiction overrun condition found and processes，Pushed by message and warning message is sent in the mobile intelligent terminal of related personnel by two kinds of approach of short message interface，It is easy to them section of jurisdiction attitude misalignment is processed in time，Multiple report form template is provided according to trade management，The section of jurisdiction attitude measurement working report of various specification is automatically generated according to user's request，Measurement data is collected and adds up，Utilize data mining、The technology such as machine learning，Intelligentized section of jurisdiction attitude Early-warning Model is set up according to historical data，The potential risk that transfinites is carried out early warning in time，Risk reduction will be transfinited to minimum degree，Set up the section of jurisdiction construction quality comprehensive estimation method of reasonable science，Reflection section of jurisdiction construction quality level and risk status more accurately，Use cryptographic algorithm that the transmitting procedure of measurement data is encrypted，Ensure the safety and reliability of data in cloud computing center.
It is an object of the invention to be achieved through the following technical solutions: metro shield section of jurisdiction based on Internet of Things and cloud computing attitude monitoring management system, it includes total powerstation, cloud computing center, mobile terminal and web administration client, described total powerstation carries out the collection of section of jurisdiction attitude data, section of jurisdiction attitude data is stored by described cloud computing center, calculate, analyze and statistics, described mobile terminal carries out bluetooth with total powerstation and docks, receive the section of jurisdiction attitude data of total powerstation detection, and store, calculate, analyze and statistics, simultaneously after mobile terminal realizes network connection, transfer data to cloud computing center, described web administration client provides the function of user's real-time query data；
Described mobile terminal includes instrument data acquisition module, gathers the section of jurisdiction attitude data that mobile terminal is sent by the total powerstation of Bluetooth receptions, and stores；Terminal algorithm engine modules, carries out section of jurisdiction attitude misalignment calculating to section of jurisdiction attitude data；Terminal data enquiry module, it is provided that abundant querying condition combination, it is allowed to user's measurement data needed for database retrieval；Terminal alarms management module, it is achieved to the reception of the warning message that cloud computing center sends, browse, store, inquire about operation；Terminal user management module, it is achieved user's registration and user log in；Transmission module in data, by Data Encryption Transmission to cloud computing center；
Described cloud computing center includes that centre data manages module, it is achieved to the section of jurisdiction attitude data measured and the storage of user data；Data mining and analysis module, including data statistics and two submodules of data mining, data statistics submodule carries out statistical computation according to statistical indicator or engineering objective to attitude data, data mining submodule uses machine learning algorithm that attitude data carries out profound analysis, it is achieved transfinite give warning in advance, construction quality comprehensive assessment；CENTER ALGORITHM engine modules, carries out section of jurisdiction attitude misalignment calculating to section of jurisdiction attitude data, and the section of jurisdiction attitude data uploading mobile terminal carries out calculation review, and the data that transfinite found are given center alarm module process；Center alarming and managing module, after alarming and managing module receives the data that transfinite, is divided into Three Estate by the degree of transfiniting of section of jurisdiction attitude, by messenger service and short message interface, is sent to specify user；Center statement management module, is generated the measurement working report of user by the cycle, for user's inquiry, downloads；Web service module, runs Web server, receives and process the access request of Web client；Data reception module, is decrypted the section of jurisdiction attitude data encrypted and is reduced to original section of jurisdiction attitude data；
Described web administration client includes that Web end subscriber manages module, it is achieved user's registration and user log in；Web end data enquiry module, it is provided that abundant querying condition combination, it is allowed to user's measurement data needed for database retrieval；Data visualization module, shows that in the way of map subway line is being built in city, and is highlighted relative construction line, the position at interval place on map according to the authority of login user；Web end statement management module, it is achieved measure the request of working report, file download and function of browse；Web end data management module, it is achieved basic data upload function.
Described Web end algorithm engine module and terminal algorithm engine modules carry out section of jurisdiction attitude misalignment calculating to section of jurisdiction attitude data, use section of jurisdiction attitude misalignment detection algorithm, X between section of jurisdiction actual measurement data and Design Theory value that detection total powerstation sends in real time, Y, the deviation of Z-direction and carry out mileage conversion.
The degree of transfiniting of section of jurisdiction attitude is divided into Three Estate by described center alarming and managing module, respectively data qualifier, slightly transfinite and seriously transfinite.
Described centre data management module uses strict control of authority strategy to ensure the access security of data, meanwhile, uses reliability and the redundancy of the data base of two-node cluster hot backup+timed increase backup mode enhancing.
Described data visualization module provides user to choose a construction interval of certain subway line on map, the quantity of the section of jurisdiction attitude data measured in showing this interval in the way of pie chart and deviation situation, with green in pie chart, yellow, orange and the red attitude data of expression respectively is qualified, warning yellow, Amber Alert, several states of warning red, pass through block diagram, the mode of broken line graph shows that the attitude data of different conditions is along with the situation of change on date in an interval, user is by clicking on pie chart, block diagram and broken line graph can check the section of jurisdiction attitude data details in figure in the way of bivariate table.
Described terminal user management module and Web end subscriber management module use 32 MD5 algorithms to protect the safety of user password; during logging in system by user; MD5 is used to calculate the HASH value of password; only user name and HASH value are uploaded cloud computing center to verify, it is ensured that the safety of password transmission.
Described Web end statement management module, user is provided to check the different interval section of jurisdiction attitude datas of constructing of different subway line, double-clicking to choose needs the construction checked interval, the data sheet details that this construction is interval can be checked, data sheet details are added up according to engineering report tableau format, supporting that user derives download, the data sheet of download carries out affixing one's seal and can be used as engineering form after signature and achieve.
nullThe invention has the beneficial effects as follows: the invention provides a kind of metro shield section of jurisdiction based on Internet of Things and cloud computing attitude monitoring management system，This system realizes the distributed structure/architecture of a kind of advanced person based on cloud computing and technology of Internet of things，There is good autgmentability、The suitability and real-time，Section of jurisdiction attitude data gathers、Storage、Calculate、Report to the police、Statistical analysis and visualized operation all automatically complete，Human subjective is avoided to intervene，The quality of effective guarantee data and verity，Advanced separate-blas estimation algorithm，Calculating automatic to measurement data，The workload of tradition attitude measurement work is greatly reduced，Significantly improve efficiency，Cloud computing center gives Realtime Alerts to the section of jurisdiction overrun condition found and processes，Pushed by message and warning message is sent in the mobile intelligent terminal of related personnel by two kinds of approach of short message interface，It is easy to them section of jurisdiction attitude misalignment is processed in time，Multiple report form template is provided according to trade management，The section of jurisdiction attitude measurement working report of various specification is automatically generated according to user's request，Measurement data is collected and adds up，Utilize data mining、The technology such as machine learning，Intelligentized section of jurisdiction attitude Early-warning Model is set up according to historical data，The potential risk that transfinites is carried out early warning in time，Risk reduction will be transfinited to minimum degree，Set up the section of jurisdiction construction quality comprehensive estimation method of reasonable science，Reflection section of jurisdiction construction quality level and risk status more accurately，Use cryptographic algorithm that the transmitting procedure of measurement data is encrypted，By the mode of two-node cluster hot backup+timed increase backup, data base is backed up，Ensure the safety and reliability of data in cloud computing center.
Accompanying drawing explanation
Fig. 1 is the general frame figure of system；
Fig. 2 is the functional frame composition of system；
Fig. 3 is measurement data acquisition flow process；
Fig. 4 is alarm module handling process.
Detailed description of the invention
Technical scheme is described in further detail below in conjunction with the accompanying drawings, but protection scope of the present invention is not limited to the following stated.
As shown in Figure 1, metro shield section of jurisdiction based on Internet of Things and cloud computing attitude monitoring management system, it includes total powerstation, cloud computing center, mobile terminal and web administration client, described total powerstation carries out the collection of section of jurisdiction attitude data, section of jurisdiction attitude data is stored by described cloud computing center, calculate, analyze and statistics, described mobile terminal carries out bluetooth with total powerstation and docks, receive the section of jurisdiction attitude data of total powerstation detection, and store, calculate, analyze and statistics, simultaneously after mobile terminal realizes network connection, transfer data to cloud computing center, described web administration client provides the function of user's real-time query data.Total powerstation equipment, with blue tooth interface, arranges through interface parameters and after device pairing, sets up bluetooth communications link with mobile terminal.The coordinate data measured on total powerstation is sent to mobile terminal by bluetooth.The data gathered are received, calculate by mobile terminal, after local cache, then by WiFi/3G/4G by a collection of data transfer of local cache to the database server of cloud computing center.Meanwhile, in order to ensure the safety that data are transmitted, cipher mode is used to be transmitted.As shown in Figure 3.
System supports the total powerstation equipment of band blue tooth interface (2.0,3.0,4.0 version), including: come card TS06, the model total powerstation such as TS09, TS50, TM30, TM50, TPS1201；The model total powerstations such as Tian Bao M1, M3.
As in figure 2 it is shown, system is from functional structure, described mobile terminal includes instrument data acquisition module, gathers the section of jurisdiction attitude data that mobile terminal is sent by the total powerstation of Bluetooth receptions, and stores；Terminal algorithm engine modules, section of jurisdiction attitude data is carried out section of jurisdiction attitude misalignment calculating, use section of jurisdiction attitude misalignment detection algorithm, X between section of jurisdiction actual measurement data and Design Theory value that detection total powerstation sends in real time, Y, the deviation of Z-direction and carry out mileage conversion, it runs in " calculating " functional unit in Fig. 3；Terminal data enquiry module, it is provided that abundant querying condition combination, it is allowed to user's measurement data needed for database retrieval；Terminal alarms management module, it is achieved to the reception of the warning message that cloud computing center sends, browse, store, inquire about operation；Terminal user management module, it is achieved user's registration and user log in, and use 32 MD5 algorithms to comprise the safety of user password.During logging in system by user, use MD5 to calculate the HASH value of password, only user name and HASH value are uploaded cloud computing center and verify, it is ensured that the safety of password transmission；Transmission module in data, by Data Encryption Transmission to cloud computing center, uses 128 AES symmetric key algorithms that it is encrypted transmission, so that it is guaranteed that the safety (privacy, reliability) that measurement data is during uploading cloud computing center；
Described cloud computing center includes that centre data manages module, realize the section of jurisdiction attitude data measured and the storage of user data, strict control of authority strategy is used to ensure the access security of data, meanwhile, the reliability of the data base that employing " two-node cluster hot backup+timed increase backup " mode strengthens and redundancy.Basic data is stored in the private directory of cloud computing center with document form, and owner passes through web administration client optimized integration data upload function.Mobile terminal needs to download the essence data files of specific circuit before realizing Attitude Calculation.Data mining and analysis module, including data statistics and two submodules of data mining, data statistics submodule carries out statistical computation according to statistical indicator or engineering objective to attitude data, data mining submodule uses machine learning algorithm (to include, neutral net, support vector machine, decision tree, multiple regression etc.) attitude data carried out profound analysis, it is achieved transfinite give warning in advance, construction quality comprehensive assessment；CENTER ALGORITHM engine modules, section of jurisdiction attitude data is carried out section of jurisdiction attitude misalignment calculating, use section of jurisdiction attitude misalignment detection algorithm, X between section of jurisdiction actual measurement data and Design Theory value that detection total powerstation sends in real time, Y, the deviation of Z-direction and carry out mileage conversion, the section of jurisdiction attitude data uploading mobile terminal carries out calculation review, and gives center alarm module by the data that transfinite found and process；Center alarming and managing module, after alarming and managing module receives the data that transfinite, the degree of transfiniting of section of jurisdiction attitude is divided into Three Estate, it is respectively data qualifier, slightly transfinites and seriously transfinite, by messenger service and short message interface, being sent to specify user's (management that owner, circuit/section are relevant and construction party personnel), its handling process is as shown in Figure 4.Meanwhile, alarm module also realize the storage to warning message, inquire about, the function such as statistics.Center statement management module, according to the needs of user, is generated the measurement working report of user, for user's inquiry, downloads by the cycle (my god/week/moon)；Web service module, runs Web server, receives and process the access request of Web client；Data reception module, is decrypted the section of jurisdiction attitude data encrypted and is reduced to original section of jurisdiction attitude data.
Described web administration client includes that Web end subscriber manages module, it is achieved user's registration and user log in, and use 32 MD5 algorithms to protect the safety of user password.During logging in system by user, use MD5 to calculate the HASH value of password, only user name and HASH value are uploaded cloud computing center and verify, it is ensured that the safety of password transmission；Web end data enquiry module, it is provided that abundant querying condition combination, it is allowed to user's measurement data needed for database retrieval；Data visualization module, in the way of map, show that subway line is being built in city, and on map, it is highlighted relative construction line according to the authority of login user, the position at interval place, user can choose a construction interval of certain subway line on map, the quantity of the section of jurisdiction attitude data measured in showing this interval in the way of pie chart and deviation situation, with green in pie chart, yellow, orange and the red attitude data of expression respectively is qualified, warning yellow (slightly transfinites), Amber Alert (transfinites), several states of warning red (seriously transfiniting).Meanwhile, can show by the way of block diagram, broken line graph that the attitude data of different conditions is along with the situation of change in date (day, week) in an interval.Whether the attitude that these graphical tools help user intuitively to grasp and monitor in shield machine tunneling process meets the requirements.It addition, user by click on pie chart, block diagram and broken line graph can with bivariate table by the way of check the section of jurisdiction attitude data details in figure.Web end statement management module, realize measuring the request of working report, file download and function of browse, described Web end statement management module, user is provided to check the different interval section of jurisdiction attitude datas of constructing of different subway line, double-clicking to choose needs the construction checked interval, the data sheet details that this construction is interval can be checked, data sheet details are added up according to engineering report tableau format, support that user derives download in the way of form, the data sheet downloaded carries out affixing one's seal and can be used as engineering form after signature and achieve, the file format supported includes excel, word etc..Web end data management module, it is achieved basic data upload function.
Metro shield section of jurisdiction attitude monitoring management system is based on technology of Internet of things and cloud, it is designed in the Technical Architecture mode that " browser/server " (B/S) structure and " client/server " (C/S) combine, system supports main flow mobile terminal, computer hardware and software platform, and supports the total powerstation equipment of existing main flow.System provides interface routine or the reservation techniques interface standard of standard, it is simple to expanded application systemic-function and the interconnection with other application systems, exchanges visits.
System is made up of, as shown in Figure 1 cloud computing center, mobile terminal and web administration client three parts.Wherein, the upper operation of mobile terminal (mobile phone, panel computer etc.) has software program, and it can be attached with total powerstation equipment by bluetooth communications link.Web administration client is to operate in the Web page program on customary personal computer.Cloud computing center be realize data store, calculate, analyze, one group of server hardware of the task of statistical query and software program, provide infrastructure service support for whole system, run in safe and reliable computer network environment.
The user of system is divided into owner, construction party, management (including third party) Three role.Wherein, construction party and the management field measurement data by acquisition for mobile terminal section of jurisdiction attitude, and upload to cloud computing center.Owner, construction party and management use web administration client query according to respective authority, browse, download the attitude measurement data and statistical report form specified.
Claims (7)
1. metro shield section of jurisdiction based on Internet of Things and cloud computing attitude monitoring management system, it is characterized in that: it includes total powerstation, cloud computing center, mobile terminal and web administration client, described total powerstation carries out the collection of section of jurisdiction attitude data, section of jurisdiction attitude data is stored by described cloud computing center, calculate, analyze and statistics, described mobile terminal carries out bluetooth with total powerstation and docks, receive the section of jurisdiction attitude data of total powerstation detection, and store, calculate, analyze and statistics, simultaneously after mobile terminal realizes network connection, transfer data to cloud computing center, described web administration client provides the function of user's real-time query data；
Described mobile terminal includes instrument data acquisition module, gathers the section of jurisdiction attitude data that mobile terminal is sent by the total powerstation of Bluetooth receptions, and stores；Terminal algorithm engine modules, carries out section of jurisdiction attitude misalignment calculating to section of jurisdiction attitude data；Terminal data enquiry module, it is provided that abundant querying condition combination, it is allowed to user's measurement data needed for database retrieval；Terminal alarms management module, it is achieved to the reception of the warning message that cloud computing center sends, browse, store, inquire about operation；Terminal user management module, it is achieved user's registration and user log in；Transmission module in data, by Data Encryption Transmission to cloud computing center；
Described cloud computing center includes that centre data manages module, it is achieved to the section of jurisdiction attitude data measured and the storage of user data；Data mining and analysis module, including data statistics and two submodules of data mining, data statistics submodule carries out statistical computation according to statistical indicator or engineering objective to attitude data, data mining submodule uses machine learning algorithm that attitude data carries out profound analysis, it is achieved transfinite give warning in advance, construction quality comprehensive assessment；CENTER ALGORITHM engine modules, carries out section of jurisdiction attitude misalignment calculating to section of jurisdiction attitude data, and the section of jurisdiction attitude data uploading mobile terminal carries out calculation review, and the data that transfinite found are given center alarm module process；Center alarming and managing module, after alarming and managing module receives the data that transfinite, is divided into Three Estate by the degree of transfiniting of section of jurisdiction attitude, by messenger service and short message interface, is sent to specify user；Center statement management module, is generated the measurement working report of user by the cycle, for user's inquiry, downloads；Web service module, runs Web server, receives and process the access request of Web client；Data reception module, is decrypted the section of jurisdiction attitude data encrypted and is reduced to original section of jurisdiction attitude data；
Described web administration client includes that Web end subscriber manages module, it is achieved user's registration and user log in；Web end data enquiry module, it is provided that abundant querying condition combination, it is allowed to user's measurement data needed for database retrieval；Data visualization module, shows that in the way of map subway line is being built in city, and is highlighted relative construction line, the position at interval place on map according to the authority of login user；Web end statement management module, it is achieved measure the request of working report, file download and function of browse；Web end data management module, it is achieved basic data upload function.
Metro shield section of jurisdiction based on Internet of Things and cloud computing the most according to claim 1 attitude monitoring management system, it is characterized in that: described Web end algorithm engine module and terminal algorithm engine modules carry out section of jurisdiction attitude misalignment calculating to section of jurisdiction attitude data, use section of jurisdiction attitude misalignment detection algorithm, X between section of jurisdiction actual measurement data and Design Theory value that detection total powerstation sends in real time, Y, the deviation of Z-direction and carry out mileage conversion.
Metro shield section of jurisdiction based on Internet of Things and cloud computing the most according to claim 1 attitude monitoring management system, it is characterized in that: the degree of transfiniting of section of jurisdiction attitude is divided into Three Estate by described center alarming and managing module, respectively data qualifier, slightly transfinite and seriously transfinite.
Metro shield section of jurisdiction based on Internet of Things and cloud computing the most according to claim 1 attitude monitoring management system, it is characterized in that: described centre data management module uses strict control of authority strategy to ensure the access security of data, meanwhile, reliability and the redundancy of the data base of two-node cluster hot backup+timed increase backup mode enhancing are used.
Metro shield section of jurisdiction based on Internet of Things and cloud computing the most according to claim 1 attitude monitoring management system, it is characterized in that: described data visualization module provides user to choose a construction interval of certain subway line on map, the quantity of the section of jurisdiction attitude data measured in showing this interval in the way of pie chart and deviation situation, with green in pie chart, yellow, orange and the red attitude data of expression respectively is qualified, warning yellow, Amber Alert, several states of warning red, pass through block diagram, the mode of broken line graph shows that the attitude data of different conditions is along with the situation of change on date in an interval, user is by clicking on pie chart, block diagram and broken line graph can check the section of jurisdiction attitude data details in figure in the way of bivariate table.
Metro shield section of jurisdiction based on Internet of Things and cloud computing the most according to claim 1 attitude monitoring management system; it is characterized in that: described terminal user management module and Web end subscriber management module use 32 MD5 algorithms to protect the safety of user password; during logging in system by user; MD5 is used to calculate the HASH value of password; only user name and HASH value are uploaded cloud computing center to verify, it is ensured that the safety of password transmission.
Metro shield section of jurisdiction based on Internet of Things and cloud computing the most according to claim 1 attitude monitoring management system, it is characterized in that: described Web end statement management module, user is provided to check the different interval section of jurisdiction attitude datas of constructing of different subway line, double-clicking to choose needs the construction checked interval, the data sheet details that this construction is interval can be checked, data sheet details are added up according to engineering report tableau format, supporting that user derives download, the data sheet of download carries out affixing one's seal and can be used as engineering form after signature and achieve.
Priority Applications (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610291753.1A CN106022560A (en) | 2016-05-05 | 2016-05-05 | Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing |
Applications Claiming Priority (1)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| CN201610291753.1A CN106022560A (en) | 2016-05-05 | 2016-05-05 | Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing |
Publications (1)
| Publication Number | Publication Date |
|---|---|
| CN106022560A true CN106022560A (en) | 2016-10-12 |
Family
ID=57081267
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| CN201610291753.1A Pending CN106022560A (en) | 2016-05-05 | 2016-05-05 | Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing |
Country Status (1)
| Country | Link |
|---|---|
| CN (1) | CN106022560A (en) |
Cited By (20)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN107797980A (en) * | 2017-11-24 | 2018-03-13 | 山东省煤田地质规划勘察研究院 | A kind of geological prospecting borehole data processing and control system based on Internet of Things |
| CN107818372A (en) * | 2017-11-30 | 2018-03-20 | 广州轨道交通建设监理有限公司 | A kind of shield duct piece quality cruising inspection system |
| CN107944820A (en) * | 2017-11-21 | 2018-04-20 | 天津精科技发展股份有限公司 | A kind of track traffic security risk data management system |
| CN108811513A (en) * | 2017-02-27 | 2018-11-13 | 谷歌有限责任公司 | Content searching engine |
| CN108952734A (en) * | 2018-05-15 | 2018-12-07 | 同济大学 | A kind of shield-tunneling construction plane vertical section information mobile phone end real-time exhibition method |
| CN109375549A (en) * | 2018-11-22 | 2019-02-22 | 上海塔盟网络科技有限公司 | A kind of subway tunnel internal box group's monitoring system based on Internet of Things and cloud computing |
| CN109617765A (en) * | 2019-01-02 | 2019-04-12 | 中国联合网络通信集团有限公司 | A kind of prediction technique and device of Internet of Things quality of connection |
| CN109741469A (en) * | 2018-09-07 | 2019-05-10 | 比亚迪股份有限公司 | Control system and method for rail traffic |
| CN109781051A (en) * | 2019-01-16 | 2019-05-21 | 武汉楚云端信息科技有限责任公司 | A kind of Railway Continuous Bridges Arched Bridge Construction Linear monitoring system based on mobile intelligent terminal |
| CN110159290A (en) * | 2019-05-29 | 2019-08-23 | 南京城市地下空间工程研究院有限公司 | Long-distance management system based on shield machine construction |
| CN110409991A (en) * | 2019-07-22 | 2019-11-05 | 杭州市地铁集团有限责任公司运营分公司 | A kind of visualization collection control rolling door system |
| CN110457368A (en) * | 2019-07-26 | 2019-11-15 | 广州市广百物流有限公司 | A kind of method for visualizing of supply chain, system and storage medium |
| CN110847914A (en) * | 2019-11-21 | 2020-02-28 | 中铁一局集团有限公司 | Shield tunneling machine excavation axis deviation alarm mechanism optimization method based on data analysis |
| CN111081020A (en) * | 2019-12-26 | 2020-04-28 | 安徽揣菲克科技有限公司 | Vehicle-mounted traffic accident early warning device based on cloud edge combination |
| CN111271071A (en) * | 2020-01-19 | 2020-06-12 | 浙江中创天成科技有限公司 | Shield tunneling machine attitude control method based on fuzzy adaptive neural network |
| CN112270464A (en) * | 2020-10-19 | 2021-01-26 | 深圳市丛文安全电子有限公司 | Security alarm operation data display system |
| CN112350857A (en) * | 2020-10-27 | 2021-02-09 | 广东凌康科技有限公司 | Industrial Internet of things platform based on cloud computing and operation method thereof |
| CN112504260A (en) * | 2020-10-28 | 2021-03-16 | 中铁大桥局集团第五工程有限公司 | Real-time positioning and measuring method for structural object attitude based on cloud network |
| CN112967255A (en) * | 2021-03-09 | 2021-06-15 | 暨南大学 | Shield segment defect type identification and positioning system and method based on deep learning |
| CN113472770A (en) * | 2021-06-28 | 2021-10-01 | 深圳供电局有限公司 | Safe outsourcing computing architecture suitable for big data of power grid |
Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103473641A (en) * | 2013-09-06 | 2013-12-25 | 上海大学 | Tunnel segment production and management method |
| CN103473720A (en) * | 2013-09-06 | 2013-12-25 | 上海大学 | Shield tunnel construction management system based on BIM |
| CN103530826A (en) * | 2013-09-06 | 2014-01-22 | 上海大学 | BIM (Building Information Modeling)-based shield method tunnel construction management method |
| CN104216293A (en) * | 2014-09-05 | 2014-12-17 | 中铁西南科学研究院有限公司 | B/S and C/S architectural pattern based information monitoring and measuring method for tunnels and underground constructions |
| CN105447622A (en) * | 2015-11-11 | 2016-03-30 | 中交第三航务工程局有限公司厦门分公司 | Process quality management method based on RFID shield segment |
-
2016
- 2016-05-05 CN CN201610291753.1A patent/CN106022560A/en active Pending
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103473641A (en) * | 2013-09-06 | 2013-12-25 | 上海大学 | Tunnel segment production and management method |
| CN103473720A (en) * | 2013-09-06 | 2013-12-25 | 上海大学 | Shield tunnel construction management system based on BIM |
| CN103530826A (en) * | 2013-09-06 | 2014-01-22 | 上海大学 | BIM (Building Information Modeling)-based shield method tunnel construction management method |
| CN104216293A (en) * | 2014-09-05 | 2014-12-17 | 中铁西南科学研究院有限公司 | B/S and C/S architectural pattern based information monitoring and measuring method for tunnels and underground constructions |
| CN105447622A (en) * | 2015-11-11 | 2016-03-30 | 中交第三航务工程局有限公司厦门分公司 | Process quality management method based on RFID shield segment |
Cited By (24)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN108811513A (en) * | 2017-02-27 | 2018-11-13 | 谷歌有限责任公司 | Content searching engine |
| CN107944820A (en) * | 2017-11-21 | 2018-04-20 | 天津精科技发展股份有限公司 | A kind of track traffic security risk data management system |
| CN107797980A (en) * | 2017-11-24 | 2018-03-13 | 山东省煤田地质规划勘察研究院 | A kind of geological prospecting borehole data processing and control system based on Internet of Things |
| CN107818372A (en) * | 2017-11-30 | 2018-03-20 | 广州轨道交通建设监理有限公司 | A kind of shield duct piece quality cruising inspection system |
| CN108952734B (en) * | 2018-05-15 | 2020-02-14 | 同济大学 | Shield construction flat longitudinal section information mobile phone end real-time display method |
| CN108952734A (en) * | 2018-05-15 | 2018-12-07 | 同济大学 | A kind of shield-tunneling construction plane vertical section information mobile phone end real-time exhibition method |
| CN109741469A (en) * | 2018-09-07 | 2019-05-10 | 比亚迪股份有限公司 | Control system and method for rail traffic |
| CN109375549A (en) * | 2018-11-22 | 2019-02-22 | 上海塔盟网络科技有限公司 | A kind of subway tunnel internal box group's monitoring system based on Internet of Things and cloud computing |
| CN109617765A (en) * | 2019-01-02 | 2019-04-12 | 中国联合网络通信集团有限公司 | A kind of prediction technique and device of Internet of Things quality of connection |
| CN109781051A (en) * | 2019-01-16 | 2019-05-21 | 武汉楚云端信息科技有限责任公司 | A kind of Railway Continuous Bridges Arched Bridge Construction Linear monitoring system based on mobile intelligent terminal |
| CN110159290A (en) * | 2019-05-29 | 2019-08-23 | 南京城市地下空间工程研究院有限公司 | Long-distance management system based on shield machine construction |
| CN110409991A (en) * | 2019-07-22 | 2019-11-05 | 杭州市地铁集团有限责任公司运营分公司 | A kind of visualization collection control rolling door system |
| CN110457368B (en) * | 2019-07-26 | 2023-07-21 | 广州市广百物流有限公司 | Visualization method, system and storage medium for supply chain |
| CN110457368A (en) * | 2019-07-26 | 2019-11-15 | 广州市广百物流有限公司 | A kind of method for visualizing of supply chain, system and storage medium |
| CN110847914A (en) * | 2019-11-21 | 2020-02-28 | 中铁一局集团有限公司 | Shield tunneling machine excavation axis deviation alarm mechanism optimization method based on data analysis |
| CN110847914B (en) * | 2019-11-21 | 2021-01-26 | 中铁一局集团有限公司 | Shield tunneling machine excavation axis deviation alarm mechanism optimization method based on data analysis |
| CN111081020A (en) * | 2019-12-26 | 2020-04-28 | 安徽揣菲克科技有限公司 | Vehicle-mounted traffic accident early warning device based on cloud edge combination |
| CN111271071A (en) * | 2020-01-19 | 2020-06-12 | 浙江中创天成科技有限公司 | Shield tunneling machine attitude control method based on fuzzy adaptive neural network |
| CN112270464A (en) * | 2020-10-19 | 2021-01-26 | 深圳市丛文安全电子有限公司 | Security alarm operation data display system |
| CN112350857A (en) * | 2020-10-27 | 2021-02-09 | 广东凌康科技有限公司 | Industrial Internet of things platform based on cloud computing and operation method thereof |
| CN112504260A (en) * | 2020-10-28 | 2021-03-16 | 中铁大桥局集团第五工程有限公司 | Real-time positioning and measuring method for structural object attitude based on cloud network |
| CN112504260B (en) * | 2020-10-28 | 2023-08-25 | 中铁大桥局集团第五工程有限公司 | Real-time positioning measurement method for structural object posture based on cloud network |
| CN112967255A (en) * | 2021-03-09 | 2021-06-15 | 暨南大学 | Shield segment defect type identification and positioning system and method based on deep learning |
| CN113472770A (en) * | 2021-06-28 | 2021-10-01 | 深圳供电局有限公司 | Safe outsourcing computing architecture suitable for big data of power grid |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| CN106022560A (en) | Subway shield segment attitude monitoring and management system based on Internet of Things and cloud computing | |
| CN105927276A (en) | Subway shield segment posture monitoring management system based on mobile terminal | |
| CN102346470B (en) | IOT (the Internet of Things)-based comprehensive operation and dispatching management system of engineering machinery | |
| Chen et al. | Coal mine safety intelligent monitoring based on wireless sensor network | |
| CN104091286A (en) | System for integrated management of production and operation of city pipe network | |
| CN202082628U (en) | Real-time data interaction gas pipe network polling system | |
| CN109447480A (en) | A kind of road and bridge engineering equipment safety monitoring system and method based on BIM+GIS modeling | |
| CN105425752A (en) | Real-time monitoring system of pipe network and working method of same | |
| CN110866161A (en) | Urban underground space three-dimensional information visualization system and method | |
| CN104376494B (en) | traffic information management and service system based on cloud system | |
| CN111103636A (en) | Automatic rain condition measuring and reporting system | |
| CN104266085A (en) | GIS (Geographic Information System)-based heat supply network leak detection system and method thereof | |
| CN111008774A (en) | Relay protection mobile operation management and control system | |
| CN102186186A (en) | Wireless sensor network motoring method and system for infrastructure | |
| CN114238543A (en) | Drainage pipe network geographic information system | |
| CN109473945B (en) | Relay protection model data verification and automatic configuration method | |
| CN112258159A (en) | BIM + GIS-based hydraulic structure management system and method | |
| CN105118108A (en) | Long-distance oil and gas pipeline inspection method and system | |
| CN112050092A (en) | Water supply pipe network leakage information management system, building method and application | |
| Wu et al. | Research and application of intelligent monitoring system platform for safety risk and risk investigation in urban rail transit engineering construction | |
| CN107545373A (en) | A kind of municipal information analysis and security evaluation management system | |
| CN204376958U (en) | Based on Big Dipper location and the railway Landslide Forecast System of Minimal routing jumping figure agreement | |
| CN204178393U (en) | A kind of urban pipe network production and operation total management system | |
| CN109803305B (en) | Remote monitoring method and system for radio station | |
| CN115865720A (en) | Construction acceptance management method and system based on block chain cross-chain network |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| C06 | Publication | ||
| PB01 | Publication | ||
| C10 | Entry into substantive examination | ||
| SE01 | Entry into force of request for substantive examination | ||
| RJ01 | Rejection of invention patent application after publication |
Application publication date: 20161012 |
|
| RJ01 | Rejection of invention patent application after publication |