CN106682743A - Operation and maintenance work order scheduling management method and system in electric power telecommunication field - Google Patents
Operation and maintenance work order scheduling management method and system in electric power telecommunication field Download PDFInfo
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Abstract
The invention discloses an operation and maintenance work order scheduling management method and system in an electric power telecommunication field. The method comprises steps of 1, work order and worker information acquisition: acquiring all types of operation and maintenance work orders and operation and maintenance worker information, wherein the operation and maintenance work orders comprise task identifiers, task categories, task work procedures, continuous time of accomplishing of each work procedure and task grade information, and the operation and maintenance worker information comprise operation and maintenance worker identifiers, operation and maintenance skills, skill coefficients of each operation and maintenance skill and worker available state information; 2, task and worker matching analysis: based on the work orders and worker information, calculating a task difficulty coefficient of each project, operation ability coefficient of each operation and maintenance worker and a corresponding single worker task matching degree; and 3, work order scheduling: based on the single worker task matching degree relative to each operation and maintenance worker, distributing each task to the corresponding operation and maintenance worker. According to the invention, based on the task matching degree, the operation and maintenance tasks are distributed to corresponding operation and maintenance workers, so the method is vivid and easy to use, operation and maintenance efficiency can be effectively improved and operation and maintenance cost can be reduced.
Description
Technical field
The present invention relates to the job scheduling technical field of power communication scene O＆M, and in particular to a kind of power communication scene
Work order schedule management method, further relates to a kind of power communication scene work order dispatching management information system.
Background technology
Power telecom network building-up work during " 12 " has been completed, and the construction of electric power enterprise power telecom network also will meet
Carry out new construction period, in the face of the power telecom network for having existed He will build, existing operation management pattern lack it is real-time,
The job scheduling management method of intelligence, will face and increasingly weigh operating pressure；This not only causes management and running person works' efficiency
Reduce, also resulting in live operation maintenance personnel during O＆M cannot require to carry out standardized operation fully according to system, and O＆M is made
Into hidden danger, the safe and stable operation of power telecom network is constrained.
There is problems with existing power communication scene O＆M management and running pattern：(1) at this stage work order adopts people's work point
The pattern matched somebody with somebody, for field operation work order lacks reasonable efficient scheduling management, to electric power enterprise safety in production hidden danger is caused；
(2) under existing O＆M pattern, lack real-time work order schedule transmission and support, it is impossible to realize that real time implementation, intelligent work order scheduling are passed
Defeated, efficiency is carried out at the scene for constraining maintenance work.
Therefore, the present invention takes into full account problem above, in line with lifting powerline network scene operation management efficiency and pipe
The principle of reason level, proposes a kind of power communication scene work order schedule management method and system.
The content of the invention
It is an object of the invention to overcome deficiency of the prior art, there is provided a kind of power communication scene work order is adjusted
O＆M task is distributed to corresponding operation maintenance personnel by degree management method and system, task based access control matching degree, directly perceived easy-to-use, can be effective
O＆M efficiency is improved, O＆M cost is saved.
To solve above-mentioned technical problem, the invention provides a kind of power communication scene work order schedule management method,
It is characterized in that, comprise the following steps：
Step S1, work order and personnel information acquisition：The all types of work orders of collection power telecom network, operation maintenance personnel information；Wherein
Work order includes task identification, and task category, task operation, each operation completes persistent period and task class information；Fortune
Dimension personal information includes operation maintenance personnel mark, O＆M technical ability, each O＆M skill and ability coefficient and personnel's upstate information；
Step S2, task and personnel's the matching analysis：The task difficulty coefficient, fortune of projects are calculated based on work order and personal information
The performance capacity coefficient of dimension personnel and corresponding single task matching degree；
Step S3, work order schedule：Each task is distributed to by phase based on single task matching degree of the operation maintenance personnel relative to each task
The operation maintenance personnel answered.
Further, define：
The task difficulty coefficient of project Xj=(Q1+Q2 ... .+Qk)/k*Z
The performance capacity coefficient of personnel Yi=（（L1*B1）+（L2*B2）…..+（Lf*Bf））* personnel's upstate K
Single task matching degree=task difficulty coefficient/personnel's performance capacity coefficient of Yi personnel's matching entries Xj
Wherein, Q1, Q2 ..., Qk are every procedure deadline；Z is task equivalent coefficient；L1, L2 ..., Lf is work skill
Energy；B1, B2 ..., Bf is respective capabilities coefficient；K is personnel's upstate.
Further, work order schedule specifically includes procedure below：
S301, for any one task Xj in all items, first calculate all operation maintenance personnel matching entries Xj one appoint
Business matching degree；
S302, prioritizing selection is distributed to the corresponding operation maintenance personnel that single task matching degree is constant C by this task；Secondly select
Select and this task is distributed to into corresponding operation maintenance personnel of the single task matching degree in the W of C is interval；
S303, for single task matching degree is less than C and outside W is interval, then distributes to multiple operation maintenance personnels by this task,
The single task matching degree of single task matching degree, operation maintenance personnel Y2 from operation maintenance personnel Y1 .... operation maintenance personnel Ym one
Arbitrarily select in task matching degree and be added less than 3 task matching angle value, if being added numerical value in the W of C is interval, by this
The corresponding one group operation maintenance personnel that business is distributed to；
S304, updates personnel's upstate of the operation maintenance personnel for being allocated task, and circulation performs S301 to S303 steps, until
Project is respectively matched somebody with somebody and is completed in all work orders.
Further, W is interval interval for positive and negative 10%.
Accordingly, present invention also offers a kind of power communication scene work order dispatching management information system, is characterized in that, wrap
Include work order and personnel information acquisition module, task and personnel's matching analysis module and work order schedule module；
Work order and personnel information acquisition module, for gathering all types of work orders of power telecom network, operation maintenance personnel information；Wherein
Work order includes task identification, and task category, task operation, each operation completes persistent period and task class information；Fortune
Dimension personal information includes operation maintenance personnel mark, O＆M technical ability, each O＆M skill and ability coefficient and personnel's upstate information；
Task and personnel's matching analysis module, for calculated based on work order and personal information projects task difficulty coefficient,
The performance capacity coefficient of operation maintenance personnel and corresponding single task matching degree；
Work order schedule module, is distributed to each task accordingly based on single task matching degree of the operation maintenance personnel relative to each task
Operation maintenance personnel；
The outfan connection task input corresponding with personnel's matching analysis module of work order and personnel information acquisition module；Task
Input corresponding with the outfan of personnel's matching analysis module connection work order schedule module.
Further, the task difficulty coefficient of project Xj=(Q1+Q2 ... .+Qk)/k*Z
The performance capacity coefficient of personnel Yi=（（L1*B1）+（L2*B2）…..+（Lf*Bf））* personnel's upstate K
Single task matching degree=task difficulty coefficient/personnel's performance capacity coefficient of Yi personnel's matching entries Xj
Wherein, Q1, Q2 ..., Qk are every procedure deadline；Z is task equivalent coefficient；L1, L2 ..., Lf is work skill
Energy；B1, B2 ..., Bf is respective capabilities coefficient；K is personnel's upstate.
Further, the concrete calculating process of work order schedule module is for any one task Xj in all items, elder generation
Calculate the single task matching degree of all operation maintenance personnel matching entries Xj；
Prioritizing selection is distributed to the corresponding operation maintenance personnel that single task matching degree is constant C by this task；Secondly selecting will
This task distributes to corresponding operation maintenance personnel of the single task matching degree in the W of C is interval；
For single task matching degree is less than C and outside W is interval, then this task is distributed to into multiple operation maintenance personnels, from fortune
The single task matching degree of dimension personnel Y1, the single task matching degree of operation maintenance personnel Y2 .... the single task of operation maintenance personnel Ym
Arbitrarily select in matching degree and be added less than 3 task matching angle value, if being added numerical value in the W of C is interval, by this task point
The corresponding one group operation maintenance personnel of dispensing；
Personnel's upstate of the operation maintenance personnel for being allocated task is updated, circulation performs above procedure, until all O＆M works
Project is respectively matched somebody with somebody and is completed in list.
Compared with prior art, the beneficial effect that reached of the present invention is：Task based access control matching degree distributes O＆M task
It is directly perceived easy-to-use to corresponding operation maintenance personnel, O＆M efficiency can be effectively improved, save O＆M cost.
Description of the drawings
Fig. 1 is the schematic flow sheet of the inventive method.
Specific embodiment
Below in conjunction with the accompanying drawings the invention will be further described.Following examples are only used for clearly illustrating the present invention
Technical scheme, and can not be limited the scope of the invention with this.
Utilities Electric Co.s at different levels have defined communication and the huge electric power deposited with the continuous propulsion of business
Communications network architecture.Data volume is big, scene maintenance work is various, hierarchical structure due to existing for existing operation management pattern
Unintelligible the problems such as, will face and increasingly weigh operating pressure；This is not only caused during O＆M, and live operation maintenance personnel cannot be complete
Require to carry out standardized operation according to system, also reduce the work efficiency of O＆M, hidden danger is caused to O＆M, constrain electric power
The safe and stable operation of communication network.
In order to solve the practical problem of presence now, while preferably realizing that the strong wisdom of Utilities Electric Co.'s communication network is built
If having built live work order intelligent scheduling platform.
As shown in figure 1, a kind of power communication scene work order schedule management method of the present invention, is characterized in that, including
Following steps：
Step S1, work order and personnel information acquisition：The all types of work orders of collection power telecom network, operation maintenance personnel information；
Dispatching management information system is deployed in consolidated network region with existing communication net operation management system, using the data-interface of standard
Carry out data interaction, it is ensured that the existing communication net operation management system inside work order data management system that can be scheduled is collected.
Dispatching management information system is in different type work order（Such as maintenance, tour work order）Each data are acquired, and realize work
Forms data classification collection, to ensure the reasonable reliability of data results.
Work order includes task identification, and task category, task operation, each operation completes persistent period and task grade
Information.
Operation maintenance personnel information is identified including operation maintenance personnel, O＆M technical ability, and each O＆M skill and ability coefficient and personnel can use shape
State information.
Step S2, task and personnel's the matching analysis：Work order assignment problem is modeled, based on work order and personal information meter
Calculate the task difficulty coefficient of projects, the performance capacity coefficient of operation maintenance personnel and corresponding single task matching degree.
To solve the problems, such as each work order to distribute to each operation maintenance personnel, work order scheduling model is first set up.
1）Set up work order scheduling model
Work order schedule problem is described as follows：Now require that project team completes X1, the common n disparity items of X2 ..., Xn.Project Xj（j =
1,2 ..., n）Comprising one by H1, the operation set of the common k procedures composition of H2 ..., Hk.Project process sequence is previously given, often
The procedure deadline gives：Q1, Q2 ..., Qk.Represented with desired workmanship type and man-hour per procedure.Each
A maintenance content in mesh may may require that the different operating technical ability of employee.
There are Y1, a Y2 ..., Ym staff in certain O＆M project team, and each staff has variety classes and not etc. ripe
Practice the technical ability of degree.Employee Yi（I=1,2 ..., m）Possess workmanship L1, L2 ..., Lf（Wherein f is technical ability number）, accordingly
Capacity factor is B1, B2 ..., Bf.The numerical value of capacity factor is 0,1,2.Wherein 0 expression completely will not the technical ability；1 represents average
Level, can substantially grasp the technical ability；2 represent that the skill master is quite skilled.Capacity factor is given by project team director and is evaluated.
The numerical value of personnel upstate K, K is 0,1, -1；Three different numeric factors are represented respectively cannot dispatch, idle schedulable on duty
With three kinds of states in operation.When idle can simultaneously there are the mapping relations of multi-to-multi in the employee：One employee is available for multiple tasks
Allotment, a task is selected also to need multiple employees to complete.Once allocating successfully, the employee can not be again before current task is completed
It is assigned the task.But when occur burst the state of emergency when, it is necessary to this task as first need to complete task when, in task difficulty
Increase task equivalent coefficient Z in coefficient, Z is identified with numerical value 1 and 2,1 represents that this task is common task, 2 be expressed as must be first complete
Into task.
2）The matching degree of operation maintenance personnel and work order project
The final goal of task scheduling is to find a kind of rational schedule engineering solution so that complete task natural law be less than or
Equal to the deadline that project specifies, and it is higher to complete the quality of task（The employee for being dispatched to the task possesses accordingly
Ability can be competent at this task）.
To ensure that task better quality is completed, should ensure that to be in idle condition and possess current allotment during personnel assignment and appoint
Ability value highest employee needed for business distributes to current task.The operation of defined item purpose task difficulty coefficient and operation maintenance personnel
Capacity factor, the Target Transformation of allocation schedule selects its performance capacity coefficient O＆M people suitable with task difficulty coefficient for task
Member.
The task difficulty coefficient of project Xj=(Q1+Q2 ... .+Qk)/k*Z
The performance capacity coefficient of personnel Yi=（（L1*B1）+（L2*B2）…..+（Lf*Bf））* personnel's upstate K（This formula people
Member's upstate K is directly abandoned when being 0 or -1, that is, is represented, this personnel can not again receive other tasks）
Single task matching degree=task difficulty coefficient/personnel's performance capacity coefficient of Yi personnel's matching entries Xj
The single task matching degree of Yi personnel's matching entries Xj, if result is constant C（With reference to practical application, adopt in the present embodiment
Constant value is 1）, then it is assumed that this task and this personnel's optimal matching degree, this task can be distributed to this personnel；If at result
It is interval in the W of C（For example, positive and negative 10% is interval）, then it is assumed that this personnel can also complete this task, this task can be distributed to into this person
Member；If result is less than C and outside 10% interval, illustrate that this personnel mismatches with task, many people's matching degree superpositions need to be carried out
（Will in actual applications, it is 3 people to participate in the number upper limit）.
Step S3, work order schedule：Each task is distributed based on single task matching degree of the operation maintenance personnel relative to each task
To corresponding operation maintenance personnel.
By all items X1, when the common n project of X2 ..., Xn is allocated, using the scheme of allocation of items one by one.Tool
Body includes procedure below：
S301, for so any one task Xj in project, first calculate all operation maintenance personnel matching entries Xj one appoint
Business matching degree；
S302, prioritizing selection is distributed to the corresponding operation maintenance personnel that single task matching degree is constant C by this task；Secondly select
Select and this task is distributed to into corresponding operation maintenance personnel of the single task matching degree in the W of C is interval；
S303, for single task matching degree is less than C and outside W is interval, then distributes to multiple operation maintenance personnels by this task,
The single task matching degree of single task matching degree, operation maintenance personnel Y2 from operation maintenance personnel Y1 .... operation maintenance personnel Ym one
Arbitrarily select in task matching degree and be added less than 3 task matching angle value, if being added numerical value in the W of C is interval, by this
The corresponding one group operation maintenance personnel that business is distributed to；
S304, updates personnel's upstate of the operation maintenance personnel for being allocated task, and circulation performs S301 to S303 steps, until
Project is respectively matched somebody with somebody and is completed in all work orders.
O＆M task is distributed to corresponding operation maintenance personnel by the inventive method task based access control matching degree, and the method is logical in electric power
Apply in the live operational system of letter, it is directly perceived easy-to-use, O＆M efficiency can be effectively improved, save O＆M cost.
Accordingly, present invention also offers a kind of power communication scene work order dispatching management information system, is characterized in that, wrap
Include work order and personnel information acquisition module, task and personnel's matching analysis module and work order schedule module；
Work order and personnel information acquisition module, for gathering all types of work orders of power telecom network, operation maintenance personnel information；Wherein
Work order includes task identification, and task category, task operation, each operation completes persistent period and task class information；Fortune
Dimension personal information includes operation maintenance personnel mark, O＆M technical ability, each O＆M skill and ability coefficient and personnel's upstate information；
Task and personnel's matching analysis module, for calculated based on work order and personal information projects task difficulty coefficient,
The performance capacity coefficient of operation maintenance personnel and corresponding single task matching degree；
The outfan connection task input corresponding with personnel's matching analysis module of work order and personnel information acquisition module；Task
Input corresponding with the outfan of personnel's matching analysis module connection work order schedule module.
The wherein task difficulty coefficient of project Xj=(Q1+Q2 ... .+Qk)/k*Z
The performance capacity coefficient of personnel Yi=（（L1*B1）+（L2*B2）…..+（Lf*Bf））* personnel's upstate K
Single task matching degree=task difficulty coefficient/personnel's performance capacity coefficient of Yi personnel's matching entries Xj
Wherein, Q1, Q2 ..., Qk are every procedure deadline；Z is task equivalent coefficient；L1, L2 ..., Lf is work skill
Energy；B1, B2 ..., Bf is respective capabilities coefficient；K is personnel's upstate.
Work order schedule module, phase is distributed to based on single task matching degree of the operation maintenance personnel relative to each task by each task
The operation maintenance personnel answered.Detailed process is：
For any one task Xj in all items, the single task matching of all operation maintenance personnel matching entries Xj is first calculated
Degree；
Prioritizing selection is distributed to the corresponding operation maintenance personnel that single task matching degree is constant C by this task；Secondly selecting will
This task distributes to corresponding operation maintenance personnel of the single task matching degree in the W of C is interval；
For single task matching degree is less than C and outside W is interval, then this task is distributed to into multiple operation maintenance personnels, from fortune
The single task matching degree of dimension personnel Y1, the single task matching degree of operation maintenance personnel Y2 .... the single task of operation maintenance personnel Ym
Arbitrarily select in matching degree and be added less than 3 task matching angle value, if being added numerical value in the W of C is interval, by this task point
The corresponding one group operation maintenance personnel of dispensing；
Personnel's upstate of the operation maintenance personnel for being allocated task is updated, circulation performs above procedure, until all O＆M works
Project is respectively matched somebody with somebody and is completed in list.
The above is only the preferred embodiment of the present invention, it is noted that for the ordinary skill people of the art
For member, on the premise of without departing from the technology of the present invention principle, some improvement and modification can also be made, these are improved and modification
Also should be regarded as protection scope of the present invention.
Claims (7)
1. a kind of power communication scene work order schedule management method, is characterized in that, comprise the following steps：
Step S1, work order and personnel information acquisition：The all types of work orders of collection power telecom network, operation maintenance personnel information；Wherein
Work order includes task identification, and task category, task operation, each operation completes persistent period and task class information；Fortune
Dimension personal information includes operation maintenance personnel mark, O＆M technical ability, each O＆M skill and ability coefficient and personnel's upstate information；
Step S2, task and personnel's the matching analysis：The task difficulty coefficient, fortune of projects are calculated based on work order and personal information
The performance capacity coefficient of dimension personnel and corresponding single task matching degree；
Step S3, work order schedule：Each task is distributed to by phase based on single task matching degree of the operation maintenance personnel relative to each task
The operation maintenance personnel answered.
2. a kind of power communication scene work order schedule management method according to claim 1, is characterized in that, in step
In rapid S2, definition：
The task difficulty coefficient of project Xj=(Q1+Q2 ... .+Qk)/k*Z
The performance capacity coefficient of personnel Yi=（（L1*B1）+（L2*B2）…..+（Lf*Bf））* personnel's upstate K
Single task matching degree=task difficulty coefficient/personnel's performance capacity coefficient of Yi personnel's matching entries Xj
Wherein, Q1, Q2 ..., Qk are every procedure deadline；Z is task equivalent coefficient；L1, L2 ..., Lf is work skill
Energy；B1, B2 ..., Bf is respective capabilities coefficient；K is personnel's upstate.
3. a kind of power communication scene work order schedule management method according to claim 2, is characterized in that, in step
In S3, work order schedule specifically includes procedure below：
S301, for any one task Xj in all items, first calculate all operation maintenance personnel matching entries Xj one appoint
Business matching degree；
S302, prioritizing selection is distributed to the corresponding operation maintenance personnel that single task matching degree is constant C by this task；Secondly select
Select and this task is distributed to into corresponding operation maintenance personnel of the single task matching degree in the W of C is interval；
S303, for single task matching degree is less than C and outside W is interval, then distributes to multiple operation maintenance personnels by this task,
The single task matching degree of single task matching degree, operation maintenance personnel Y2 from operation maintenance personnel Y1 .... operation maintenance personnel Ym one
Arbitrarily select in task matching degree and be added less than 3 task matching angle value, if being added numerical value in the W of C is interval, by this
The corresponding one group operation maintenance personnel that business is distributed to；
S304, updates personnel's upstate of the operation maintenance personnel for being allocated task, and circulation performs S301 to S303 steps, until
Project is respectively matched somebody with somebody and is completed in all work orders.
4. a kind of power communication scene work order schedule management method according to claim 3, is characterized in that, W areas
Between be positive and negative 10% interval.
5. a kind of power communication scene work order dispatching management information system, is characterized in that, including work order and personnel information acquisition mould
Block, task and personnel's matching analysis module and work order schedule module；
Work order and personnel information acquisition module, for gathering all types of work orders of power telecom network, operation maintenance personnel information；Wherein
Work order includes task identification, and task category, task operation, each operation completes persistent period and task class information；Fortune
Dimension personal information includes operation maintenance personnel mark, O＆M technical ability, each O＆M skill and ability coefficient and personnel's upstate information；
Task and personnel's matching analysis module, for calculated based on work order and personal information projects task difficulty coefficient,
The performance capacity coefficient of operation maintenance personnel and corresponding single task matching degree；
Work order schedule module, is distributed to each task accordingly based on single task matching degree of the operation maintenance personnel relative to each task
Operation maintenance personnel；
The outfan connection task input corresponding with personnel's matching analysis module of work order and personnel information acquisition module；Task
Input corresponding with the outfan of personnel's matching analysis module connection work order schedule module.
6. a kind of power communication scene work order dispatching management information system according to claim 5, is characterized in that, project
The task difficulty coefficient of Xj=(Q1+Q2 ... .+Qk)/k*Z
The performance capacity coefficient of personnel Yi=（（L1*B1）+（L2*B2）…..+（Lf*Bf））* personnel's upstate K
Single task matching degree=task difficulty coefficient/personnel's performance capacity coefficient of Yi personnel's matching entries Xj
Wherein, Q1, Q2 ..., Qk are every procedure deadline；Z is task equivalent coefficient；L1, L2 ..., Lf is work skill
Energy；B1, B2 ..., Bf is respective capabilities coefficient；K is personnel's upstate.
7. a kind of power communication scene work order dispatching management information system according to claim 5, is characterized in that, work order is adjusted
The concrete calculating process of degree module is, for any one task Xj in all items, first to calculate all operation maintenance personnel occurrences
The single task matching degree of mesh Xj；
Prioritizing selection is distributed to the corresponding operation maintenance personnel that single task matching degree is constant C by this task；Secondly selecting will
This task distributes to corresponding operation maintenance personnel of the single task matching degree in the W of C is interval；
For single task matching degree is less than C and outside W is interval, then this task is distributed to into multiple operation maintenance personnels, from fortune
The single task matching degree of dimension personnel Y1, the single task matching degree of operation maintenance personnel Y2 .... the single task of operation maintenance personnel Ym
Arbitrarily select in matching degree and be added less than 3 task matching angle value, if being added numerical value in the W of C is interval, by this task point
The corresponding one group operation maintenance personnel of dispensing；
Personnel's upstate of the operation maintenance personnel for being allocated task is updated, circulation performs above procedure, until all O＆M works
Project is respectively matched somebody with somebody and is completed in list.
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| CN107657371A (en) * | 2017-09-22 | 2018-02-02 | 谭涵升 | A kind of Information Maritime monitoring and scheduling method |
| CN107665604A (en) * | 2017-09-30 | 2018-02-06 | 宁波优泊停车服务有限公司 | Berth task auto-allocation method, system, computer installation and computer-readable recording medium |
| CN107944715A (en) * | 2017-11-23 | 2018-04-20 | 海南电网有限责任公司 | A kind of grid maintenance work order optimizing distribution method |
| CN108108907A (en) * | 2017-12-31 | 2018-06-01 | 广州用能互联网有限公司 | The maintenance program system and method for multifactor consideration |
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| CN108205709A (en) * | 2017-12-31 | 2018-06-26 | 广州用能互联网有限公司 | Maintenance task distribution system and method |
| CN108108907A (en) * | 2017-12-31 | 2018-06-01 | 广州用能互联网有限公司 | The maintenance program system and method for multifactor consideration |
| CN109002964A (en) * | 2018-06-21 | 2018-12-14 | 岭东核电有限公司 | A kind of million kilowatt nuclear power station occupational health emergency management method and device |
| CN109034561A (en) * | 2018-07-09 | 2018-12-18 | 武汉瑞莱保能源技术有限公司 | A method of the work order intelligent association knowledge base knowledge suitable for IT operational system |
| CN109255513A (en) * | 2018-07-18 | 2019-01-22 | 南瑞集团有限公司 | A kind of power telecom network scene work order dispatching method |
| CN109523178A (en) * | 2018-11-22 | 2019-03-26 | 国网冀北电力有限公司信息通信分公司 | A kind of O&M method and device towards power communication scene |
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| CN109784625A (en) * | 2018-12-10 | 2019-05-21 | 南京南瑞信息通信科技有限公司 | A kind of work order intelligence distributing method based on personnel ability's analysis |
| CN109840705A (en) * | 2019-01-29 | 2019-06-04 | 国家电网有限公司 | A kind of electric power field work personnel smart allocation application method |
| CN112149932A (en) * | 2019-06-28 | 2020-12-29 | 北京天诚同创电气有限公司 | Operation and maintenance scheduling method and device for photovoltaic power station group |
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| CN111191845A (en) * | 2019-12-31 | 2020-05-22 | 广东电网有限责任公司 | Power communication network work monotony scheduling method based on DBSCAN algorithm and KMP mode matching method |
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| CN111738566A (en) * | 2020-06-02 | 2020-10-02 | 国网河北省电力有限公司邯郸供电分公司 | Power equipment remote scheduling management system based on cloud computing |
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| CN115983591A (en) * | 2023-01-05 | 2023-04-18 | 上海数瞳信息科技有限公司 | Service decision management platform based on digitization |
| CN115796563A (en) * | 2023-02-10 | 2023-03-14 | 中建安装集团有限公司 | Steel structure list checking and verifying management system based on big data |
| CN115796563B (en) * | 2023-02-10 | 2023-04-11 | 中建安装集团有限公司 | Steel structure list checking and verifying management system based on big data |
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