CN107909273A - The remote-control simulated training evaluation method of power distribution network based on information similarity - Google Patents
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Abstract
The present invention discloses a kind of remote-control simulated training evaluation method of power distribution network based on information similarity, including establishes real time remote control simulation operations time battle arrayRRST, and with the step temporal information of this gust of recording dispatching person's real time remote control simulation operations；Establish standard remote simulation operations result battle arraySRSI, and with the step result information of this gust of recording dispatching person's standard remote simulation operations；Establish standard remote simulation operations time battle arraySRST, and with the step temporal information of this gust of recording dispatching person's standard remote simulation operations；Establish remote-control simulated operation information evaluation battle arrayRSIE, and with the evaluation result of the remote-control simulated operation information of this gust of recording dispatching person, and withRRSI、RRST、SRSI、SRSTBetween similarity measureRSIE；Calculate the evaluation result of the single remote-control simulated operation of dispatcherSSER.Calculate the remote-control simulated operation overall merit result of dispatcherRSER.The evaluation method has preferable practical training evaluative meaning.
Description
Technical field
It is specifically a kind of similar based on information the present invention relates to the remote-control simulated training on operation field of power distribution network dispatcher
The remote-control simulated training evaluation method of power distribution network of degree.
Background technology
With the development of intelligent grid, the construction scale of power distribution network expands increasingly, and monitoring device increases increasingly, operational process
It is increasingly sophisticated.To ensure the security of power supply quality, economy and reliability, the professional standards of dispatching of power netwoks operations staff are carried
The requirement of higher is gone out.
Dispatcher training system system is extensive as the important means of the daily training of management and running personnel and accident inversion
Using.And level and training process to dispatching student provide the difficult point that rational evaluation is always dispatcher training system.Mesh
Preceding dispatcher training system system mainly includes two classes, and one kind is Substation Training Simulation System, and another kind is that power grid training is imitated
True system.Its methods of marking mainly includes manual intervention point system, tradition plus-minus point-score, artificial intelligence matching method etc..
The characteristics of distribution scheduling person's Training Simulation System has its own, it is only that it had both been different from the protection of Substation Training emulation
Vertical property, also different from the protection complexity of major network dispatcher training system.When an error occurs, it is necessary to according to fault alarm signal
It is quick to judge fault section, it is remotely controlled operation isolation failure.The remote-control simulated training evaluation method of power distribution network dispatcher is pair
The automatic evaluation method that straighforward operation of the dispatcher in Simulated training carries out, has the practical application of dispatcher training system
There is important realistic meaning.
The content of the invention
It is special with reference to power distribution network it is an object of the invention to solve the evaluation problem of the remote-control simulated training of power distribution network dispatcher
Point, provides a kind of remote-control simulated training evaluation method of power distribution network based on information similarity.
Technical solution for achieving the above object is as follows：
A kind of remote-control simulated training evaluation method of power distribution network based on information similarity, this method comprises the following steps：
（1）Establish real time remote control simulation operations result battle arrayRRSI, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid result information；
（2）Establish real time remote control simulation operations time battle arrayRRST, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid temporal information；
（3）Establish standard remote simulation operations result battle arraySRSI, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid result information；
（4）Establish standard remote simulation operations time battle arraySRST, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid temporal information；
（5）Establish remote-control simulated operation information evaluation battle arrayRSIE, and commenting with the remote-control simulated operation information of this gust of recording dispatching person
Valency as a result, and withRRSI、RRST、SRSI、SRSTBetween similarity measureRSIE；
（6）Battle array is evaluated according to remote-control simulated operation informationRSIECalculate the evaluation result of the single remote-control simulated operation of dispatcherSSER。
（7）According to single remote-control simulated operation evaluation resultSSERCalculate the remote-control simulated operation overall merit result of dispatcherRSER。
Establish real time remote control simulation operations result battle arrayRRSI, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid result information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operating result, the 2nd row
Change the line map operating result for system, the 3rd is classified as equipment positioning action as a result, the 4th is classified as remote control review operating result, the 5th be classified as it is distant
Operating result of returning to school is controlled, the 6th, which is classified as remote control, performs operating result；The correct operation step value is 1, does not operate the step or mistake
The step value is operated as 0.
Establish real time remote control simulation operations time battle arrayRRST, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid temporal information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins the operating time, the 2nd row
Change the line map the operating time for system, the 3rd is classified as the equipment positioning action time, and the 4th is classified as the remote control review operating time, the 5th be classified as it is distant
Control is returned to school the operating time, and the 6th, which is classified as remote control, performs the operating time；Chronomere is the second, if the step does not operate, value is -1.
Establish standard remote simulation operations result battle arraySRSI, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid result information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operating result, the 2nd row
Change the line map operating result for system, the 3rd is classified as equipment positioning action as a result, the 4th is classified as remote control review operating result, the 5th be classified as it is distant
Operating result of returning to school is controlled, the 6th, which is classified as remote control, performs operating result；Because standard operation is right-on operation, so in matrix
The value of all elements is all 1.
Establish standard remote simulation operations time battle arraySRST, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid temporal information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins the operating time, the 2nd row
Change the line map the operating time for system, the 3rd is classified as the equipment positioning action time, and the 4th is classified as the remote control review operating time, the 5th be classified as it is distant
Control is returned to school the operating time, and the 6th, which is classified as remote control, performs the operating time；Chronomere is the second.
Establish remote-control simulated operation information evaluation battle arrayRSIE, and commenting with the remote-control simulated operation information of this gust of recording dispatching person
Valency is as a result, be specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operation evaluation as a result, the
2, which are classified as system, changes the line map operation evaluation as a result, the 3rd is classified as equipment positioning action evaluation result, and the 4th is classified as remote control review operation evaluation
As a result, the 5th be classified as remote control return to school operation evaluation as a result, the 6th be classified as remote control perform operation evaluation result；Remote-control simulated operation information
Evaluate the RE in battle array RSIEijFor：
Wherein,i=1,2…n,j=1,2,3,4,5,6；RE ij Battle array is evaluated for remote-control simulated operation informationRSIETheiOKjColumn element.
Battle array is evaluated according to remote-control simulated operation informationRSIECalculate the evaluation result of the single remote-control simulated operation of dispatcherSSER, it is specially：
Wherein,SSER i ForiThe evaluation result of a remote-control simulated operation,i=1,2…n；α 1Operation evaluation power is logined for system
Weight, value is [0.05,0.15], generally takes 0.1；α 2To change the line map operation evaluation weight for system, value is [0.05,0.15], one
As take 0.1；α 3For equipment positioning action evaluation result weight, value is [0.05,0.15], generally takes 0.1；α 4Checked for remote control
Operation evaluation weight, value are [0.15,0.25], generally take 0.2；,α 5To be remotely controlled operation evaluation weight of returning to school, value is
[0.15,0.25], generally takes 0.2；α 6Operation evaluation weight is performed for remote control, value is [0.25,0.35], generally takes 0.3.
According to single remote-control simulated operation evaluation resultSSERCalculate the remote-control simulated operation overall merit result of dispatcherRSER,
Specially：
Wherein,SSER i ForiThe evaluation result of a remote-control simulated operation,i=1,2…n。
Advantageous effects of the present invention：Establish real time remote control simulation operations result battle arrayRRSI, and with this gust of recording dispatching person
The step result information of real time remote control simulation operations；Establish real time remote control simulation operations time battle arrayRRST, and recorded and adjusted with the battle array
The step temporal information of degree person's real time remote control simulation operations；Establish standard remote simulation operations result battle arraySRSI, and remembered with the battle array
Record the step result information of dispatcher's standard remote simulation operations；Establish standard remote simulation operations time battle arraySRST, and with this
The step temporal information of battle array recording dispatching person's standard remote simulation operations；Establish remote-control simulated operation information evaluation battle arrayRSIE, and
With the evaluation result of the remote-control simulated operation information of this gust of recording dispatching person, and withRRSI、RRST、SRSI、SRSTBetween it is similar
Degree calculatesRSIE；Battle array is evaluated according to remote-control simulated operation informationRSIECalculate the evaluation result of the single remote-control simulated operation of dispatcherSSER.According to single remote-control simulated operation evaluation resultSSERCalculate the remote-control simulated operation overall merit result of dispatcherRSER.Should
Evaluation method can preferably reflect the operating process of the remote-control simulated training of dispatcher, have preferable practical training evaluation meaning
Justice.
Brief description of the drawings
Fig. 1 is typical power distribution network figure.
Embodiment
The present invention will be described in detail below：
（1）Real time remote control simulation operations result battle array RRSI is established, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid result information；
（2）Real time remote control simulation operations time battle array RRST is established, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid temporal information；
（3）Standard remote simulation operations result battle array SRSI is established, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid result information；
（4）Standard remote simulation operations time battle array SRST is established, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid temporal information；
（5）Establish remote-control simulated operation information evaluation battle array RSIE, and commenting with the remote-control simulated operation information of this gust of recording dispatching person
Valency is as a result, and the similarity measure RSIE between RRSI, RRST, SRSI, SRST；
（6）The evaluation result of the battle array RSIE calculating single remote-control simulated operations of dispatcher is evaluated according to remote-control simulated operation information
SSER。
（7）The remote-control simulated operation overall merit result of dispatcher is calculated according to single remote-control simulated operation evaluation result SSER
RSER。
It is above-mentioned to establish real time remote control simulation operations result battle arrayRRSI, and with this gust of recording dispatching person's real time remote control simulation operations
Step result information, be specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operating result, the 2nd row
Change the line map operating result for system, the 3rd is classified as equipment positioning action as a result, the 4th is classified as remote control review operating result, the 5th be classified as it is distant
Operating result of returning to school is controlled, the 6th, which is classified as remote control, performs operating result；The correct operation step value is 1, does not operate the step or mistake
The step value is operated as 0.
Establish real time remote control simulation operations time battle arrayRRST, and with the step of this gust of recording dispatching person's real time remote control simulation operations
Rapid temporal information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins the operating time, the 2nd row
Change the line map the operating time for system, the 3rd is classified as the equipment positioning action time, and the 4th is classified as the remote control review operating time, the 5th be classified as it is distant
Control is returned to school the operating time, and the 6th, which is classified as remote control, performs the operating time；Chronomere is the second, if the step does not operate, value is -1.
Establish standard remote simulation operations result battle arraySRSI, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid result information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operating result, the 2nd row
Change the line map operating result for system, the 3rd is classified as equipment positioning action as a result, the 4th is classified as remote control review operating result, the 5th be classified as it is distant
Operating result of returning to school is controlled, the 6th, which is classified as remote control, performs operating result；Because standard operation is right-on operation, so in matrix
The value of all elements is all 1.
Establish standard remote simulation operations time battle arraySRST, and with the step of this gust of recording dispatching person's standard remote simulation operations
Rapid temporal information, is specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins the operating time, the 2nd row
Change the line map the operating time for system, the 3rd is classified as the equipment positioning action time, and the 4th is classified as the remote control review operating time, the 5th be classified as it is distant
Control is returned to school the operating time, and the 6th, which is classified as remote control, performs the operating time；Chronomere is the second.
Establish remote-control simulated operation information evaluation battle arrayRSIE, and commenting with the remote-control simulated operation information of this gust of recording dispatching person
Valency is as a result, be specially：
Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operation evaluation as a result, the
2, which are classified as system, changes the line map operation evaluation as a result, the 3rd is classified as equipment positioning action evaluation result, and the 4th is classified as remote control review operation evaluation
As a result, the 5th be classified as remote control return to school operation evaluation as a result, the 6th be classified as remote control perform operation evaluation result；Remote-control simulated operation information
Evaluate the RE in battle array RSIEijFor：
Wherein,i=1,2…n,j=1,2,3,4,5,6；RE ij Battle array is evaluated for remote-control simulated operation informationRSIETheiOKjColumn element.
Battle array is evaluated according to remote-control simulated operation informationRSIECalculate the evaluation result of the single remote-control simulated operation of dispatcherSSER, it is specially：
Wherein,SSER i ForiThe evaluation result of a remote-control simulated operation,i=1,2…n；α 1Operation evaluation power is logined for system
Weight, value is [0.05,0.15], generally takes 0.1；α 2To change the line map operation evaluation weight for system, value is [0.05,0.15], one
As take 0.1；α 3For equipment positioning action evaluation result weight, value is [0.05,0.15], generally takes 0.1；α 4Checked for remote control
Operation evaluation weight, value are [0.15,0.25], generally take 0.2；,α 5To be remotely controlled operation evaluation weight of returning to school, value is
[0.15,0.25], generally takes 0.2；α 6Operation evaluation weight is performed for remote control, value is [0.25,0.35], generally takes 0.3.
According to single remote-control simulated operation evaluation resultSSERCalculate the remote-control simulated operation overall merit result of dispatcherRSER,
Specially：
Wherein,SSER i ForiThe evaluation result of a remote-control simulated operation,i=1,2…n。
N in the present invention is natural number.
As shown in Figure 1, wherein A ~ L is the block switch with distant control function, M, N are with distant control function for specific implementation
Interconnection switch, S1, S2, S3 are substation's outlet switch, and training teaching notes pair are made for block switch A, K, I and interconnection switch M
Dispatcher is remotely controlled emulation training.
Certain dispatcher's real time remote control simulation operations result battle array RRSI is as follows：
The real time remote control simulation operations time, battle array RRST was as follows：
Wherein, -1 represent that the step does not operate.
Standard remote simulation operations result battle array SRSI is as follows：
The standard remote simulation operations time, battle array SRST was as follows：
Then remote-control simulated operation information evaluation battle arrayRSIEIt is as follows：
The value of each parameter is：α 1Take 0.1, α2Take 0.1, α3Take 0.1, α4Take 0.2, α5Take 0.2, α60.3 is taken, then first switch
The evaluation result SSER of the remote-control simulated operation of A1For 1；The evaluation result SSER of the remote-control simulated operation of second switch K2For
0.695；The evaluation result SSER of the remote-control simulated operation of 3rd switch I3For 0.2；The remote-control simulated operation of 4th switch M
Evaluation result SSER4For 0.661.
Then the remote-control simulated operation overall merit result RSER of dispatcher is 0.639.
Although the foregoing describing the embodiment of the present invention, those familiar with the art should manage
Solution, we are merely exemplary described specific embodiment, rather than for the restriction to the scope of the present invention, are familiar with this
The equivalent modification and change that the technical staff in field is made in the spirit according to the present invention, should all cover the present invention's
In scope of the claimed protection.
Claims (8)
- A kind of 1. remote-control simulated training evaluation method of power distribution network based on information similarity, it is characterised in that：This method is included such as Lower step：（1）Establish real time remote control simulation operations result battle arrayRRSI, and with the step of this gust of recording dispatching person's real time remote control simulation operations Rapid result information；（2）Establish real time remote control simulation operations time battle arrayRRST, and with the step of this gust of recording dispatching person's real time remote control simulation operations Rapid temporal information；（3）Establish standard remote simulation operations result battle arraySRSI, and with the step of this gust of recording dispatching person's standard remote simulation operations Rapid result information；（4）Establish standard remote simulation operations time battle arraySRST, and with the step of this gust of recording dispatching person's standard remote simulation operations Rapid temporal information；（5）Establish remote-control simulated operation information evaluation battle arrayRSIE, and commenting with the remote-control simulated operation information of this gust of recording dispatching person Valency as a result, and withRRSI、RRST、SRSI、SRSTBetween similarity measureRSIE；（6）Battle array is evaluated according to remote-control simulated operation informationRSIECalculate the evaluation result of the single remote-control simulated operation of dispatcherSSER；（7）According to single remote-control simulated operation evaluation resultSSERCalculate the remote-control simulated operation overall merit result of dispatcherRSER。
- 2. the remote-control simulated training evaluation method of the power distribution network according to claim 1 based on information similarity, its feature exist In：Establish real time remote control simulation operations result battle arrayRRSI, and tied with the step of this gust of recording dispatching person's real time remote control simulation operations Fruit information, is specially：Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operating result, the 2nd row Change the line map operating result for system, the 3rd is classified as equipment positioning action as a result, the 4th is classified as remote control review operating result, the 5th be classified as it is distant Operating result of returning to school is controlled, the 6th, which is classified as remote control, performs operating result；The correct operation step value is 1, does not operate the step or mistake The step value is operated as 0.
- 3. the remote-control simulated training evaluation method of the power distribution network according to claim 1 based on information similarity, its feature exist In：Establish real time remote control simulation operations time battle arrayRRST, and during with the steps of this gust of recording dispatching person's real time remote control simulation operations Between information, be specially：Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins the operating time, the 2nd row Change the line map the operating time for system, the 3rd is classified as the equipment positioning action time, and the 4th is classified as the remote control review operating time, the 5th be classified as it is distant Control is returned to school the operating time, and the 6th, which is classified as remote control, performs the operating time；Chronomere is the second, if the step does not operate, value is -1.
- 4. the remote-control simulated training evaluation method of the power distribution network according to claim 1 based on information similarity, its feature exist In：Establish standard remote simulation operations result battle arraySRSI, and tied with the step of this gust of recording dispatching person's standard remote simulation operations Fruit information, is specially：Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operating result, the 2nd row Change the line map operating result for system, the 3rd is classified as equipment positioning action as a result, the 4th is classified as remote control review operating result, the 5th be classified as it is distant Operating result of returning to school is controlled, the 6th, which is classified as remote control, performs operating result；Because standard operation is right-on operation, so in matrix The value of all elements is all 1.
- 5. the remote-control simulated training evaluation method of the power distribution network according to claim 1 based on information similarity, its feature exist In：Establish standard remote simulation operations time battle arraySRST, and during with the steps of this gust of recording dispatching person's standard remote simulation operations Between information, be specially：Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins the operating time, the 2nd row Change the line map the operating time for system, the 3rd is classified as the equipment positioning action time, and the 4th is classified as the remote control review operating time, the 5th be classified as it is distant Control is returned to school the operating time, and the 6th, which is classified as remote control, performs the operating time；Chronomere is the second.
- 6. the remote-control simulated training evaluation method of the power distribution network according to claim 1 based on information similarity, its feature exist In：Establish remote-control simulated operation information evaluation battle arrayRSIE, and with the evaluation knot of the remote-control simulated operation information of this gust of recording dispatching person Fruit, is specially：Wherein, every 1 behavior, one straighforward operation,nNumber is switched for straighforward operation, the 1st, which is classified as system, logins operation evaluation as a result, the 2, which are classified as system, changes the line map operation evaluation as a result, the 3rd is classified as equipment positioning action evaluation result, and the 4th is classified as remote control review operation evaluation As a result, the 5th be classified as remote control return to school operation evaluation as a result, the 6th be classified as remote control perform operation evaluation result；Remote-control simulated operation information Evaluate the RE in battle array RSIEijFor：Wherein,i=1,2…n,j=1,2,3,4,5,6；RE ij Battle array is evaluated for remote-control simulated operation informationRSIETheiOKjColumn element.
- 7. the remote-control simulated training evaluation method of the power distribution network according to claim 1 based on information similarity, its feature exist In：Battle array is evaluated according to remote-control simulated operation informationRSIECalculate the evaluation result of the single remote-control simulated operation of dispatcherSSER, tool Body is：Wherein,SSER i ForiThe evaluation result of a remote-control simulated operation,i=1,2…n；α 1Operation evaluation weight is logined for system, Value is [0.05,0.15], generally takes 0.1；α 2Change the line map operation evaluation weight for system, value is [0.05,0.15], is generally taken 0.1；α 3For equipment positioning action evaluation result weight, value is [0.05,0.15], generally takes 0.1；α 4For remote control review operation Evaluation weight, value are [0.15,0.25], generally take 0.2；,α 5Return to school operation evaluation weight for remote control, value for [0.15, 0.25], 0.2 is generally taken；α 6Operation evaluation weight is performed for remote control, value is [0.25,0.35], generally takes 0.3.
- 8. according to any remote-control simulated training evaluation methods of the power distribution network based on information similarity of claim 1-7, its It is characterized in that：According to single remote-control simulated operation evaluation resultSSERCalculate the remote-control simulated operation overall merit result of dispatcherRSER, specifically For：Wherein,SSER i ForiThe evaluation result of a remote-control simulated operation,i=1,2…n。
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| Publication number | Priority date | Publication date | Assignee | Title |
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| CN107221218A (en) * | 2017-06-07 | 2017-09-29 | 积成电子股份有限公司 | Distribution network failure emulation training evaluation method based on isolation information battle array similarity |
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