CN106682748A - Method and system for curtailing and displaying communication iron tower maintenance work item - Google Patents
Method and system for curtailing and displaying communication iron tower maintenance work item Download PDFInfo
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- CN106682748A CN106682748A CN201611256256.4A CN201611256256A CN106682748A CN 106682748 A CN106682748 A CN 106682748A CN 201611256256 A CN201611256256 A CN 201611256256A CN 106682748 A CN106682748 A CN 106682748A
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- 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
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- G06Q10/063—Operations research, analysis or management
- G06Q10/0631—Resource planning, allocation, distributing or scheduling for enterprises or organisations
- G06Q10/06316—Sequencing of tasks or work
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- 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
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- 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
- G06Q10/20—Administration of product repair or maintenance
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Abstract
The invention discloses a method and system for curtailing and displaying a communication iron tower maintenance work item. The system comprises a module of recognizing a maintenance task and generating a full-zero display matrix, a module of monitoring the state of a maintenance task item and a module of curtailing an unfinished task item and displaying. The method comprises the steps of firstly generating the full-zero matrix according to the maintenance task sequences in a maintenance work list; then monitoring the finished or unfinished states of the maintenance task item, and changing a matrix element which corresponds to the maintenance task item which has a finished state into 1; finally deleting the 1 element in the matrix, and a maintenance task item set which corresponds to the residual full-zero matrix is the curtailed unfinished task item. According the method and system for curtailing and displaying the communication iron tower maintenance work item, the technical problem of automatically curtailing and displaying the unfinished maintenance work item in the real-time maintenance process is solved.
Description
Technical field
The invention belongs to communication iron tower maintenance technology field, more particularly to a kind of communication iron tower upkeep operation reduction is aobvious
Show method and system.
Background technology
Current communication iron tower is main by manually being detected and being safeguarded, is aided in completing on a small quantity by steel tower on-line monitoring system.
Because existing steel tower on-line monitoring system function is simple, can make when upkeep operation is more attendant obscure completed and
Unfinished job task.Attendant wants to the automatic reduction display during real-time servicing and does not complete upkeep operation
, so that the interference in reducing maintenance process, improves operating efficiency.Therefore, the present invention proposes a kind of communication iron tower upkeep operation
Item reduction display methods and system.
The content of the invention
To be solved by this invention is the problem that automatic reduction display does not complete upkeep operation during real-time servicing,
Propose a kind of communication iron tower upkeep operation reduction display methods and system.
Steel tower system application scenarios based on Internet of Things of the present invention, as shown in Figure 1.In communication iron tower fixed position
Install sensor equipment, sensor collection steel tower relevant parameter is simultaneously transmitted to system by communication module, and system is to sensing data
Preserved and processed, client is obtained information needed with system interaction.
The overall system architecture of the steel tower system based on Internet of Things is as shown in Figure 2.Hardware includes communication iron tower
In itself, the sensing equipment on tower body, communication module and the system of sensing equipment carry out real-time Communication for Power;Systems soft ware part
Including system database, data processing platform (DPP), data management distribution platform, wherein system database is received from sensing equipment
Sensing data simultaneously preserves all system journals, and the data that data processing platform (DPP) is transferred in system database are processed and analyzed,
The respective record that data management distribution platform is received in the data processed result and system database of data processing platform (DPP) is managed
Reason and issue;System application platform includes management equipment and client, and management equipment includes but is not limited to work station, computer etc. and sets
Apply, client includes but is not limited to the forms such as APP, wechat, Html webpages;The application personnel of the system include but is not limited to management
Personnel and attendant, its interface are respectively management equipment and client.
It is of the invention to realize relying on above-mentioned application scenarios and system architecture, various kinds of sensors inspection is installed in tower body certain position
Steel tower correspondence parameter is surveyed, the sensing data that network analysis is collected into generates upkeep operation list, system detectio to attendant
Safeguarded in place and according to job ticket.
Communication iron tower upkeep operation proposed by the present invention reduction display system, including identification maintenance task and generate complete zero
Display matrix module, monitoring and maintenance task items block of state, reduction do not complete task items and display module.
1st, recognize maintenance task and generate complete zero display matrix module:System calls steel tower upkeep operation list, is safeguarded
Task items set is designated as W, and the item number of maintenance task is designated as N, each task items a in identification WiRepresent, i ∈ [1, N], then W={ a1,
a2,…,aN, generation 1 × N display matrix A corresponding with maintenance task, display matrix A are initially full zero row matrix, i.e. A=
(0,0,…,0)。
2nd, monitoring and maintenance task items block of state:The state of each maintenance task of system monitoring, the maintenance task
State includes completion status and unfinished state;Whether system real-time monitoring maintenance task is completion status, if
The corresponding element of maintenance task in display matrix A is then set to 1, does not change the element in display matrix A otherwise.
3rd, reduce and do not complete task items and display module:The row that element in display matrix A is 1 are deleted and remembered by system automatically
Record row number (realized) using the matrix element delet method commonly used in MATLAB, according to row number by corresponding maintenance task Xiang Congwei
Deleted in shield task items set W, judge whether W is null set, all maintenances in upkeep operation list are judged if W is null set
Task has been completed;New maintenance task set W is otherwise shown in upkeep operation list, and returns to monitoring and maintenance task items state
Module.
The system block diagram of communication iron tower upkeep operation reduction display system, as shown in Figure 3.
The present invention proposes a kind of communication iron tower upkeep operation reduction display methods, and its practice processes is that system generates dimension
Shield job ticket, attendant is safeguarded in place and according to upkeep operation list.It is as follows:
Step 1, recognize maintenance task and generate complete zero display matrix.
System calls steel tower upkeep operation list, and its maintenance task set is designated as into W, the item number of maintenance task in identification W
It is designated as N, each task items aiRepresent, i ∈ [1, N], then W={ a1,a2,…,aN, generation 1 × N corresponding with maintenance task
Display matrix A, display matrix A are initially full zero row matrix, i.e. A=(0,0 ..., 0).
Step 2, monitoring and maintenance task items state.
The state of each maintenance task of system monitoring, the state of the maintenance task includes completion status and does not complete
State;Whether system real-time monitoring maintenance task is completion status, if it is that maintenance task in display matrix A is right
The element answered is set to 1, does not change the element in display matrix A otherwise.
Step 3, reduction do not complete task items and show.
System is automatic to delete the row that element in display matrix A is 1 and records row number (using the matrix commonly used in MATLAB
Element delet method is realized), corresponding maintenance task is deleted from maintenance task set W according to row number, whether judge W
It is null set, all maintenance tasks have been completed during upkeep operation list is judged if W is null set;Otherwise in upkeep operation list
Display new maintenance task set W, and return to step 2.
The method flow diagram of communication iron tower upkeep operation reduction display methods is as shown in Figure 4.
System and method of the invention has following two advantages:
(1) auto-real-time monitoring of upkeep operation list processing progress is realized, and is automatically deleted by matrix operation complete
Into upkeep operation, improve the reduction treatment effeciency of upkeep operation.
(2) it is automatic to be reduced and shown in real time to not completing task items, contribute to attendant to process numerous and diverse maintenance
Task.
Brief description of the drawings
Fig. 1 is application scenarios schematic diagram of the invention;
Fig. 2 is application scenarios overall system architecture figure of the invention;
Fig. 3 is system block diagram of the invention;
Fig. 4 is flow chart of the method for the present invention.
Specific embodiment
The preferred embodiment of the present invention is elaborated below.
Steel tower system application scenarios based on Internet of Things of the present invention, as shown in Figure 1.In communication iron tower fixed position
Install sensor equipment, sensor collection steel tower relevant parameter is simultaneously transmitted to system by communication module, and system is to sensing data
Preserved and processed, client is obtained information needed with system interaction.
The overall system architecture of the steel tower system based on Internet of Things is as shown in Figure 2.Hardware includes communication iron tower
In itself, the sensing equipment on tower body, communication module and the system of sensing equipment carry out real-time Communication for Power;Systems soft ware part
Including system database, data processing platform (DPP), data management distribution platform, wherein system database is received from sensing equipment
Sensing data simultaneously preserves all system journals, and the data that data processing platform (DPP) is transferred in system database are processed and analyzed,
The respective record that data management distribution platform is received in the data processed result and system database of data processing platform (DPP) is managed
Reason and issue;System application platform includes management equipment and client, and management equipment includes but is not limited to work station, computer etc. and sets
Apply, client includes but is not limited to the forms such as APP, wechat, Html webpages;The application personnel of the system include but is not limited to management
Personnel and attendant, its interface are respectively management equipment and client.
It is of the invention to realize relying on above-mentioned application scenarios and system architecture, various kinds of sensors inspection is installed in tower body certain position
Steel tower correspondence parameter is surveyed, the sensing data being collected into is systematically analyzed, upkeep operation list is generated, system detectio is to safeguarding people
Member is safeguarded in place and according to job ticket order.The embodiment of the inventive method and system is realized as follows:
Communication iron tower upkeep operation proposed by the present invention reduction display system, including identification maintenance task and generate complete zero
Display matrix module, monitoring and maintenance task items block of state, reduction do not complete task items and display module.
1st, recognize maintenance task and generate complete zero display matrix module:System calls steel tower upkeep operation list, is safeguarded
Task items set is designated as W, and the item number of maintenance task is designated as N, each task items a in identification WiRepresent, i ∈ [1, N], then W={ a1,
a2,…,aN, generation 1 × N display matrix A corresponding with maintenance task, display matrix A are initially full zero row matrix, i.e. A=
(0,0,…,0).{ perpendicularity problem, column foot depression problem is complete for the maintenance task set W=of upkeep operation list in the present embodiment
Whole sex chromosome mosaicism, lightning protection problem, the upper tower problem of non-attendant, attachment structure gap problem, stability problem }, then N=7,
Above-mentioned maintenance task uses a respectively in sequence1To a7Represent, be sequentially generated 1 × 7 complete zero display matrix A=(0,0,0,0,
0,0,0)。
2nd, monitoring and maintenance task items block of state:The state of each maintenance task of system monitoring, the maintenance task
State includes completion status and unfinished state;Whether system real-time monitoring maintenance task is completion status, if
The corresponding element of maintenance task in display matrix A is then set to 1, does not change the element in display matrix A otherwise.This implementation
In example, system real-time monitors perpendicularity problem and has completed, then by a1Corresponding element is changed into 1, now display matrix A=
(1,0,0,0,0,0,0), wherein A are 1 × 7 row matrix.
3rd, reduce and do not complete task items and display module:The row that element in display matrix A is 1 are deleted and remembered by system automatically
Record row number (realized) using the matrix element delet method commonly used in MATLAB, according to row number by corresponding maintenance task Xiang Congwei
Deleted in shield task items set W, judge whether W is null set, all maintenances in upkeep operation list are judged if W is null set
Task has been completed;New maintenance task set W is otherwise shown in upkeep operation list, and returns to monitoring and maintenance task items state
Module.In the present embodiment, now the first column element is 1 in A, using arithmetic expression A (a==1)=[] in MATLAB, by square
Element 1 in battle array A is deleted, and then the deletion from maintenance task set W of the corresponding perpendicularity problematic item of first row is safeguarded and made
Shown in industry list the new maintenance task set W=after deleting column foot depression problem, integrity issue, lightning protection problem,
The upper tower problem of non-attendant, attachment structure gap problem, stability problem }, identification W is not null set, then return to monitoring dimension
Shield task items block of state.
The present invention proposes a kind of communication iron tower upkeep operation reduction display methods, and its practice processes is that system generates dimension
Shield job ticket, attendant is safeguarded in place and according to upkeep operation list.It is as follows:
Step 1, recognize maintenance task and generate complete zero display matrix.
System calls steel tower upkeep operation list, and its maintenance task set is designated as into W, the item number of maintenance task in identification W
It is designated as N, each task items aiRepresent, i ∈ [1, N], then W={ a1,a2,…,aN, generation 1 × N corresponding with maintenance task
Display matrix A, display matrix A are initially full zero row matrix, i.e. A=(0,0 ..., 0).The dimension of upkeep operation list in the present embodiment
Shield task items set W={ perpendicularity problem, column foot depression problem, integrity issue, lightning protection problem, on non-attendant
Tower problem, attachment structure gap problem, stability problem }, then N=7, above-mentioned maintenance task uses a respectively in sequence1To a7Table
Show, be sequentially generated 1 × 7 complete zero display matrix A=(0,0,0,0,0,0,0).
Step 2, monitoring and maintenance task items state.
The state of each maintenance task of system monitoring, the state of the maintenance task includes completion status and does not complete
State;Whether system real-time monitoring maintenance task is completion status, if it is that maintenance task in display matrix A is right
The element answered is set to 1, does not change the element in display matrix A otherwise.In the present embodiment, system real-time monitors perpendicularity and asks
Topic and stability problem have been completed, then by a1And a7Corresponding element is changed into 1, now display matrix A=(1,0,0,0,0,0,
1), wherein A is 1 × 7 row matrix.
Step 3, reduction do not complete task items and show.
The row that element in display matrix A is 1 are deleted and record row number by system, according to row number by corresponding maintenance task
Deleted from maintenance task set W, judge whether W is null set, judge own in upkeep operation list if W is null set
Maintenance task has been completed;New maintenance task set W, and return to step 2 are otherwise shown in upkeep operation list.The present embodiment
In, now first row and the 7th column element are 1 in A, using arithmetic expression A (a==1)=[] in MATLAB, by matrix A
Element 1 delete, and then the corresponding perpendicularity problematic item of first row and the 7th row corresponding stability problem appointed from safeguarding
Deleted in business item set W, show in upkeep operation list the new maintenance task item set W=after deleting column foot depression problem, it is complete
Whole sex chromosome mosaicism, lightning protection problem, the upper tower problem of non-attendant, attachment structure gap problem }, identification W is not null set, then
Return to step 2.Now, when step 2 is detected again, remaining 5 problem has been completed, display matrix A=(1,1,1,1,1), is entered
W is null set after step 3 reduction, judges that now maintenance task is fully completed.
Certainly, those of ordinary skill in the art is it should be appreciated that above example is intended merely to illustrate this hair
Bright, and limitation of the invention is not intended as, as long as within the scope of the invention, change, modification to above example are all
Protection scope of the present invention will be fallen into.
Claims (8)
1. a kind of communication iron tower upkeep operation reduction display system, it is characterised in that including identification maintenance task and generate complete zero
Display matrix module, monitoring and maintenance task items block of state and reduction do not complete task items and display module.
2. communication iron tower upkeep operation according to claim 1 reduces display system, and its identification maintenance task is simultaneously generated
Complete zero display matrix module is characterised by:System calls steel tower upkeep operation list, and its maintenance task set is designated as into W, knows
The item number of maintenance task is designated as N, each task items a in other WiRepresent, i ∈ [1, N], then W={ a1,a2,…,aN, generate and dimension
Shield task items corresponding 1 × N display matrixes A, display matrix A are initially full zero row matrix.
3. communication iron tower upkeep operation according to claim 1 reduces display system, its monitoring and maintenance task items state
Module is characterised by:The state of each maintenance task of system monitoring, the state of the maintenance task includes completion status
And unfinished state;Whether system real-time monitoring maintenance task is completion status, will if it is be safeguarded in display matrix A
The corresponding element of task items is set to 1, does not change the element in display matrix A otherwise.
4. communication iron tower upkeep operation according to claim 1 reduces display system, and its reduction does not complete task items simultaneously
Display module is characterised by:The row that element in display matrix A is 1 are deleted and record row number by system, will correspondence according to row number
Maintenance task deleted from maintenance task set W, judge whether W is null set, maintenance is judged if W is null set
All maintenance tasks have been completed in job ticket;New maintenance task set W is otherwise shown in upkeep operation list, and returns to prison
Survey maintenance task block of state.
5. a kind of communication iron tower upkeep operation reduces display methods, it is characterised in that comprise the following steps:
Step 1, recognize maintenance task and generate complete zero display matrix;
Step 2, monitoring and maintenance task items state;
Step 3, reduction do not complete task items and show.
6. communication iron tower upkeep operation according to claim 5 reduces display methods, and its step 1 is characterised by:System
System calls steel tower upkeep operation list, and its maintenance task set is designated as into W, and the item number of maintenance task is designated as N, each in identification W
Business item aiRepresent, i ∈ [1, N], then W={ a1,a2,…,aN, generation 1 × N display matrix A corresponding with maintenance task,
Display matrix A is initially full zero row matrix.
7. communication iron tower upkeep operation according to claim 5 reduces display methods, and its step 2 is characterised by:System
The state of each maintenance task of system monitoring, the state of the maintenance task includes completion status and unfinished state;System
Whether real-time monitoring maintenance task is completion status, if it is by the corresponding element of maintenance task in display matrix A
1 is set to, does not change the element in display matrix A otherwise.
8. communication iron tower upkeep operation according to claim 5 reduces display methods, and its step 3 is characterised by:System
The row that element in display matrix A is 1 are deleted and record row number by system, according to row number by corresponding maintenance task from maintenance task
Deleted in item set W, judge whether W is null set, all maintenance tasks are equal during upkeep operation list is judged if W is null set
Complete;New maintenance task set W is otherwise shown in upkeep operation list, and returns to the step 2.
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Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101520662A (en) * | 2009-02-18 | 2009-09-02 | 嘉兴学院 | Process industrial dispersion type equipment failure diagnosis system for process industrial dispersion type equipment |
CN101916209A (en) * | 2010-08-06 | 2010-12-15 | 华东交通大学 | Cluster task resource allocation method for multi-core processor |
CN103900530A (en) * | 2014-03-28 | 2014-07-02 | 陕西博天科技实业有限责任公司 | System and method for monitoring power system steel tower slope angle online |
EP3096269A1 (en) * | 2015-05-19 | 2016-11-23 | Bell Helicopter Textron Inc. | Aircraft maintenance feedback system |
-
2016
- 2016-12-30 CN CN201611256256.4A patent/CN106682748A/en not_active Withdrawn
Patent Citations (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN101520662A (en) * | 2009-02-18 | 2009-09-02 | 嘉兴学院 | Process industrial dispersion type equipment failure diagnosis system for process industrial dispersion type equipment |
CN101916209A (en) * | 2010-08-06 | 2010-12-15 | 华东交通大学 | Cluster task resource allocation method for multi-core processor |
CN103900530A (en) * | 2014-03-28 | 2014-07-02 | 陕西博天科技实业有限责任公司 | System and method for monitoring power system steel tower slope angle online |
EP3096269A1 (en) * | 2015-05-19 | 2016-11-23 | Bell Helicopter Textron Inc. | Aircraft maintenance feedback system |
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