Transformer area low-voltage switch tripping monitoring system and method thereof
Technical Field
The invention belongs to the technical field of power monitoring, and particularly relates to a system and a method for monitoring tripping of a low-voltage switch in a transformer area.
Background
In an electric power system, a low-voltage switch of a station is one of key equipment for power transmission. However, the low voltage switch may trip for various reasons, such as equipment aging, overload, short circuit, etc., which pose a risk to the safe operation of the power network.
The existing monitoring mode of the low-voltage switch of the transformer area is to collect the voltage, current and temperature of the power supply circuit of the transformer area through a sensor, the alarm device is directly triggered to alarm when the data exceeds a preset value at a certain moment, whether the moment is current fluctuation or alarm caused by the voltage fluctuation cannot be intelligently judged according to time variation, a false alarm phenomenon exists, tripping development progress cannot be predicted, range early warning is also carried out, and large damage is easy to cause when accidental tripping occurs.
Therefore, the invention provides a system and a method for monitoring tripping of a low-voltage switch in a transformer area.
Disclosure of Invention
In order to overcome the deficiencies of the prior art, at least one technical problem presented in the background art is solved.
The technical scheme adopted by the invention for solving the technical problems is that the system for monitoring the tripping operation of the low-voltage switch in the transformer area is characterized by comprising a data acquisition module, a data processing module, a tripping operation monitoring module and a tripping operation progress evolution module;
the data acquisition module is used for acquiring the operation data of the low-voltage switch of the transformer area in real time and transmitting the acquired operation data to the data processing module;
The data processing module is used for carrying out trip protection coefficient analysis on the operation data of the low-voltage switch of the transformer area and judging whether trip preventive measures are needed to be implemented or not;
The tripping monitoring module is used for monitoring the tripping process of the low-voltage switch of the transformer area with tripping risk and sending monitoring data to the tripping process evolution module;
the tripping process evolution module is used for inputting the monitoring data acquired by the tripping monitoring module into the evolution model, carrying out the evolution of the tripping development process of the switch, establishing a tripping development coordinate axis of the switch, pre-judging time and nodes, acquiring a tripping damage sweep range and transmitting the tripping damage sweep range to the correction module;
The correction module is used for correcting the tripping damage sweep range obtained through evolution and transmitting the tripping damage sweep range after correction to the power supply center of the corresponding station area;
and the power supply center of the transformer area is used for carrying out early warning on the areas of each part of the transformer area according to the evolution result and the tripping damage wave range so as to ensure that preventive measures are taken before the tripping of the low-voltage switch of the transformer area.
Further, the operation data includes a current value I S, a voltage value US, and a temperature value WS.
Further, the current value I S is measured by a current sensor, the voltage value US is measured by a voltage sensor, and the temperature value WS is measured by a temperature sensor.
Further, the data processing module is used for performing trip protection coefficient analysis on operation data of the low-voltage switch of the transformer area, and specifically comprises the following steps:
Obtaining standard environment operation parameters of the low-voltage switch of the platform area, obtaining a low-voltage switch operation coefficient YX of the platform area according to operation data of the low-voltage switch of the actual platform area through a formula YX= (IS-IE) x a1+ (US-UE) x a2+ (WS-WE) x a3, wherein a1, a2 and a3 are preset scale factors, a1+a2+a3=1, a1> a3> a2, and analyzing a tripping protection coefficient FT of the low-voltage switch of the platform area according to a time change trend of the low-voltage switch operation coefficient YX of the platform area.
Further, according to the time change trend of the operation coefficient YX of the low-voltage switch of the transformer area, the trip protection coefficient FT of the low-voltage switch of the transformer area is analyzed, specifically:
Comparing the running coefficient YX of the low-voltage switch of the platform area at each moment in the period with a preset running coefficient threshold value YB, if the running coefficient YX of the low-voltage switch of the platform area is larger than the preset running coefficient threshold value YB, obtaining a difference value between the running coefficient YX of the low-voltage switch of the platform area and the preset running coefficient threshold value YB, and marking the difference value as a deviation value PL;
And calculating a tripping protection coefficient FT of the low-voltage switch of the station area by using a formula FT=YX×b1+PL×b2, wherein b1 and b2 are coefficient factors.
Further, a graph of the running coefficient YX of the low-voltage switch of the transformer area changing with time is established, specifically:
and in a preset period, setting a plurality of acquisition moments, and connecting the operation coefficients YX of the low-voltage switches of the areas at adjacent moments in a straight line to form a graph of the change of the operation coefficients YX of the low-voltage switches of the areas along with time.
Further, the trip process evolution module is used for inputting monitoring data into an evolution model to perform switch trip development process evolution, and specifically comprises the following steps:
Establishing a neural network model, and calling the development process of tripping of the low-voltage switch of the transformer area and historical monitoring data through the Internet, wherein the historical monitoring data comprise environmental operation parameters in the tripping process, a tripping damage range and emergency measures;
The development process of the tripping of the low-voltage switch of the transformer area and the corresponding historical data are marked as training sets, wherein the historical data are used as input data, the development process of the tripping of the low-voltage switch of the corresponding transformer area is used as output data, the training sets are used for training the neural network model, and the trained neural network model is marked as an evolution model.
Further, the correction module is configured to correct the trip damage sweep range obtained by evolution, specifically:
After the first evolution is finished, screening out the area of which the actual tripping damage sweep range exceeds the evolution tripping damage sweep range, carrying out inversion calculation, comparing the inversion result with the real result monitored by the tripping monitoring module, referring to the similar historical tripping data of the low-voltage switch in the upper region of the Internet, analyzing the cause, and revising the evolution model to evolve again until the actual tripping damage sweep range and the evolution tripping damage sweep range are ended consistently.
Further, if the tripping protection coefficient FT of the low-voltage switch of the transformer area is less than or equal to the preset tripping protection coefficient threshold FTY, judging that the corresponding low-voltage switch of the transformer area has no tripping risk and does not need to be operated.
A method for monitoring tripping of a low-voltage switch in a transformer area comprises the following steps:
Collecting operation data of a low-voltage switch of a transformer area in real time, analyzing trip protection coefficients of the operation data of the low-voltage switch of the transformer area, and judging whether tripping preventive measures are needed to be implemented or not;
If the tripping protection coefficient FT of the low-voltage switch of the station area is larger than the preset tripping protection coefficient threshold FTY, judging that the corresponding low-voltage switch of the station area has tripping risk, and generating a tripping prevention signal;
step two, monitoring the tripping process of the low-voltage switch of the transformer area with tripping risk, inputting monitoring data into an evolution model, evolving the tripping development process of the switch, establishing a tripping development coordinate axis of the switch, and pre-judging time and nodes to obtain the tripping damage sweep range;
Correcting the trip damage sweep range obtained through evolution, and transmitting the corrected trip damage sweep range to a power supply center of a corresponding station area;
And fourthly, the power supply center of the transformer area is used for carrying out early warning on the areas of each part of the transformer area according to the evolution result and the tripping damage wave range so as to ensure that preventive measures are taken before the low-voltage switch of the transformer area trips.
The beneficial effects of the invention are as follows:
1. According to the system and the method for monitoring the tripping of the low-voltage switch in the transformer area, the tripping protection coefficient FT of the low-voltage switch in the transformer area is obtained by combining the deviation coefficient PS and the running coefficient YX of the low-voltage switch in the transformer area, so that the current, the voltage and the temperature factors can be considered, and meanwhile, the time change trend factor of the running coefficient YX of the low-voltage switch in the transformer area is combined, so that whether the tripping risk of the low-voltage switch in the transformer area exists can be judged more accurately, and the false alarm phenomenon is avoided.
2. According to the system and the method for monitoring the tripping of the low-voltage switch in the transformer area, disclosed by the invention, the transformer area low-voltage switch with tripping risk is further monitored, the historical tripping data of the low-voltage switch in the transformer area is combined, an evolution model is built, the tripping development progress of the switch of the low-voltage switch in the transformer area can be judged by inputting the monitored data, the tripping time and nodes are prejudged, the tripping damage sweep range is obtained, and the areas of each part of the transformer area are pre-warned according to the evolution result, so that preventive measures are ensured before the tripping of the low-voltage switch in the transformer area, and the damage caused by accidental tripping of the low-voltage switch in the transformer area is reduced.
Drawings
The invention is further described below with reference to the accompanying drawings.
FIG. 1 is a system flow diagram of a low voltage switch trip monitoring system of the present invention;
fig. 2 is a flow chart of a method for monitoring tripping of a low-voltage switch in a transformer area according to the invention.
Detailed Description
The invention is further described in connection with the following detailed description in order to make the technical means, the creation characteristics, the achievement of the purpose and the effect of the invention easy to understand.
Example 1
As shown in fig. 1 to 2, the system for monitoring the tripping operation of the low-voltage switch in the transformer area according to the embodiment of the invention comprises a data acquisition module, a data processing module, a tripping operation monitoring module, a tripping operation progress evolution module, a correction module and a transformer area power supply center;
The data acquisition module is used for acquiring the operation data of the low-voltage switch of the transformer area in real time and transmitting the acquired operation data to the data processing module;
The data processing module is used for carrying out trip protection coefficient analysis on the operation data of the low-voltage switch of the transformer area and judging whether trip preventive measures are needed to be implemented or not;
The tripping monitoring module is used for monitoring the tripping process of the low-voltage switch of the transformer area with tripping risk and sending monitoring data to the tripping process evolution module;
the tripping process evolution module is used for inputting the monitoring data acquired by the tripping monitoring module into the evolution model, carrying out the evolution of the tripping development process of the switch, establishing a tripping development coordinate axis of the switch, pre-judging time and nodes, acquiring a tripping damage sweep range and transmitting the tripping damage sweep range to the correction module;
The correction module is used for correcting the tripping damage sweep range obtained through evolution and transmitting the tripping damage sweep range after correction to the power supply center of the corresponding station area;
and the power supply center of the transformer area is used for carrying out early warning on the areas of each part of the transformer area according to the evolution result and the tripping damage wave range so as to ensure that preventive measures are taken before the tripping of the low-voltage switch of the transformer area.
The operating data includes a current value I S, a voltage value US, and a temperature value WS.
The current value I S is measured by a current sensor, the voltage value US is measured by a voltage sensor, and the temperature value WS is measured by a temperature sensor.
In one embodiment, by installing a current sensor and a voltage sensor on a low-voltage switch circuit of a transformer area, and installing a temperature sensor inside the low-voltage switch of the transformer area, when the low-voltage switch of the transformer area works normally, the current value I S, the voltage value US and the temperature value WS of the low-voltage switch of the transformer area can be obtained in real time, and the operation data of the low-voltage switch of the transformer area can be detected at any time.
The data processing module is used for carrying out trip protection coefficient analysis on operation data of the low-voltage switch of the transformer area, and specifically comprises the following steps:
Obtaining standard environment operation parameters of the low-voltage switch of the platform area, obtaining a low-voltage switch operation coefficient YX of the platform area according to operation data of the low-voltage switch of the actual platform area through a formula YX= (IS-IE) x a1+ (US-UE) x a2+ (WS-WE) x a3, wherein a1, a2 and a3 are preset scale factors, a1+a2+a3=1, a1> a3> a2, and analyzing a tripping protection coefficient FT of the low-voltage switch of the platform area according to a time change trend of the low-voltage switch operation coefficient YX of the platform area.
Specifically, the standard environmental operation parameters of the low-voltage switch in the transformer area are standard working data provided by manufacturers, the current difference value, the voltage difference value and the temperature difference value are respectively obtained by differentiating the standard environmental operation parameters of the voltage-resisting switch and the actual operation data, the operation coefficient YX of the low-voltage switch in the transformer area can be obtained by combining the corresponding preset proportion coefficient, and the trip protection coefficient FT of the low-voltage switch in the transformer area is analyzed according to the time change trend of the operation coefficient YX of the low-voltage switch in the transformer area.
According to the time change trend of the operation coefficient YX of the low-voltage switch of the transformer area, the tripping protection coefficient FT of the low-voltage switch of the transformer area is analyzed, and specifically:
Comparing the running coefficient YX of the low-voltage switch of the platform area at each moment in the period with a preset running coefficient threshold value YB, if the running coefficient YX of the low-voltage switch of the platform area is larger than the preset running coefficient threshold value YB, obtaining a difference value between the running coefficient YX of the low-voltage switch of the platform area and the preset running coefficient threshold value YB, and marking the difference value as a deviation value PL;
And calculating a tripping protection coefficient FT of the low-voltage switch of the station area by using a formula FT=YX×b1+PL×b2, wherein b1 and b2 are coefficient factors.
It can be understood that the trip protection coefficient FT of the low-voltage switch of the transformer area is obtained by combining the deviation coefficient PS and the operation coefficient YX of the low-voltage switch of the transformer area, so that the current, the voltage and the temperature factors can be considered, and meanwhile, the time change trend factor of the operation coefficient YX of the low-voltage switch of the transformer area is combined, so that whether the trip risk of the low-voltage switch of the transformer area exists can be judged more accurately.
A graph of the running coefficient YX of the low-voltage switch of the station area changing along with time is established, and the graph is specifically as follows:
and in a preset period, setting a plurality of acquisition moments, and connecting the operation coefficients YX of the low-voltage switches of the areas at adjacent moments in a straight line to form a graph of the change of the operation coefficients YX of the low-voltage switches of the areas along with time.
The tripping process evolution module is used for inputting monitoring data into the evolution model to conduct switch tripping development process evolution, and specifically comprises the following steps:
Establishing a neural network model, and calling the development process of tripping of the low-voltage switch of the transformer area and historical monitoring data through the Internet, wherein the historical monitoring data comprise environmental operation parameters in the tripping process, a tripping damage range and emergency measures;
The development process of the tripping of the low-voltage switch of the transformer area and the corresponding historical data are marked as training sets, wherein the historical data are used as input data, the development process of the tripping of the low-voltage switch of the corresponding transformer area is used as output data, the training sets are used for training the neural network model, and the trained neural network model is marked as an evolution model.
The correction module is used for correcting the tripping damage sweep range obtained through evolution, and specifically comprises the following steps:
After the first evolution is finished, screening out the area of which the actual tripping damage sweep range exceeds the evolution tripping damage sweep range, carrying out inversion calculation, comparing the inversion result with the real result monitored by the tripping monitoring module, referring to the similar historical tripping data of the low-voltage switch in the upper region of the Internet, analyzing the cause, and revising the evolution model to evolve again until the actual tripping damage sweep range and the evolution tripping damage sweep range are ended consistently.
In one embodiment of the present invention, in one embodiment,
If the tripping protection coefficient FT of the low-voltage switch of the station area is less than or equal to the preset tripping protection coefficient threshold FTY, judging that the corresponding low-voltage switch of the station area has no tripping risk and does not need to be operated.
Example two
As shown in fig. 2, in comparative example one, another embodiment of the present invention is:
A method for monitoring tripping of a low-voltage switch in a transformer area comprises the following steps:
Collecting operation data of a low-voltage switch of a transformer area in real time, analyzing trip protection coefficients of the operation data of the low-voltage switch of the transformer area, and judging whether tripping preventive measures are needed to be implemented or not;
If the tripping protection coefficient FT of the low-voltage switch of the station area is larger than the preset tripping protection coefficient threshold FTY, judging that the corresponding low-voltage switch of the station area has tripping risk, and generating a tripping prevention signal;
step two, monitoring the tripping process of the low-voltage switch of the transformer area with tripping risk, inputting monitoring data into an evolution model, evolving the tripping development process of the switch, establishing a tripping development coordinate axis of the switch, and pre-judging time and nodes to obtain the tripping damage sweep range;
Correcting the trip damage sweep range obtained through evolution, and transmitting the corrected trip damage sweep range to a power supply center of a corresponding station area;
And fourthly, the power supply center of the transformer area is used for carrying out early warning on the areas of each part of the transformer area according to the evolution result and the tripping damage wave range so as to ensure that preventive measures are taken before the low-voltage switch of the transformer area trips.
When the tripping risk of the low-voltage switch of the transformer area is predicted, the tripping damage wave range can be pre-warned for each local area of the transformer area, so that the operations such as remote switching-off and switching-on are performed on the low-voltage switch in each area in advance, faults are removed in time, and the safe operation of the power network is ensured.
The foregoing has shown and described the basic principles, principal features and advantages of the invention. It will be understood by those skilled in the art that the present invention is not limited to the embodiments described above, and that the above embodiments and descriptions are merely illustrative of the principles of the present invention, and various changes and modifications may be made without departing from the spirit and scope of the invention, which is defined in the appended claims. The scope of the invention is defined by the appended claims and equivalents thereof.