CN113824593A - Base station fault early warning monitoring method and device - Google Patents
Base station fault early warning monitoring method and device Download PDFInfo
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- CN113824593A CN113824593A CN202111147329.7A CN202111147329A CN113824593A CN 113824593 A CN113824593 A CN 113824593A CN 202111147329 A CN202111147329 A CN 202111147329A CN 113824593 A CN113824593 A CN 113824593A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0631—Management of faults, events, alarms or notifications using root cause analysis; using analysis of correlation between notifications, alarms or events based on decision criteria, e.g. hierarchy, tree or time analysis
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/0677—Localisation of faults
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Abstract
The invention discloses a base station fault early warning and monitoring device, which belongs to the technical field of base station monitoring and comprises a monitoring terminal and a box body, wherein the monitoring terminal is electrically connected with a background server, the background server is electrically connected with a communication terminal, the communication terminal is electrically connected with a communication module, the communication module is electrically connected with a temperature monitoring module and a smoke monitoring module, and a heat dissipation unit and a fire extinguishing unit are arranged in the box body, so that the base station fault early warning and monitoring device has the beneficial effects that: through setting up monitor terminal, backend server, communication terminal, communication module, temperature monitoring module and smog monitoring module, can monitor base station equipment temperature and whether have the conflagration in real time, so that the operational aspect of base station equipment is mastered to the developments, when base station equipment temperature is too high, in time utilize the radiating element to dispel the heat, avoid base station equipment temperature too high and damage, when base station equipment breaks out the conflagration, in time utilize the unit of putting out a fire to put out a fire, avoid the intensity of a fire to stretch.
Description
Technical Field
The invention relates to the technical field of base station monitoring, in particular to a base station fault early warning monitoring method and a base station fault early warning monitoring device.
Background
The base station, i.e. public mobile communication base station, is an interface device for accessing the mobile device to the internet, and is a form of radio station, which is a radio transceiver station for information transmission between a mobile communication switching center and a mobile phone terminal in a certain radio coverage area; the construction of the mobile communication base station is an important part of the investment of mobile communication operators, and the construction of the mobile communication base station is generally carried out around the factors of coverage, call quality, investment benefit, difficult construction, convenient maintenance and the like; with the development of mobile communication network services towards datamation and packetization, the development trend of mobile communication base stations is also necessarily broadband, large-coverage construction and IP (Internet protocol); the base station equipment fails when the temperature is too high or a fire occurs, thereby affecting the operation of the base station.
The existing base station fault early warning monitoring device can transmit fault information to a terminal when a fault occurs, but the fault cannot be avoided in time, and when the fault occurs, the fault cannot be processed in time and cannot be stopped in time.
Disclosure of Invention
The invention is provided in view of the problems existing in the prior base station fault early warning monitoring device.
Therefore, the invention aims to provide a base station fault early warning and monitoring device, which is provided with a temperature monitoring module and a smoke monitoring module, when the temperature of base station equipment is too high, the base station equipment is timely radiated by using a radiating unit, and when a fire disaster occurs, a fire extinguisher can be timely opened to extinguish the fire, so that the damage can be timely stopped.
To solve the above technical problem, according to an aspect of the present invention, the present invention provides the following technical solutions:
the base station fault early warning and monitoring method comprises the following steps: establishing a temperature early warning initial model; acquiring a data set, wherein the data of the data set comprises a plurality of temperature data groups and real tags corresponding to the temperature data groups, and the temperature data groups comprise a plurality of base station equipment temperatures within the same preset time and ambient temperatures outside the base stations; extracting the characteristics of the data in the data set to obtain the temperature characteristics of the base station equipment and the environmental temperature characteristics; fusing the temperature characteristic of the base station equipment and the environmental temperature characteristic to obtain a fused characteristic; determining a prediction label based on the fusion characteristics and the temperature early warning initial model; correcting the temperature early warning initial model based on the real label and the prediction label to obtain the temperature early warning model; after feature extraction of the data in the dataset, the method further comprises: determining the base station device temperature importance weight and the ambient temperature importance weight; determining a base station equipment temperature weighting characteristic based on the base station equipment temperature characteristic and the base station equipment temperature importance weight, and determining an environment temperature weighting characteristic based on the environment temperature characteristic and the environment temperature importance weight; fusing the temperature weighting characteristic of the base station equipment and the ambient temperature weighting characteristic to obtain a weighted fusion characteristic, and taking the weighted fusion characteristic as the fusion characteristic; obtaining the base station device temperature importance weight and the ambient temperature importance weight by: respectively acquiring a base station equipment temperature output value and an environment temperature output value which are output by the base station equipment temperature characteristic and the environment temperature characteristic through a neural network; respectively carrying out convolution operation on the base station equipment temperature output value and the environment temperature output value to obtain a scalar corresponding to the base station equipment temperature importance weight and a scalar corresponding to the environment temperature importance weight; and mapping a scalar corresponding to the base station device temperature importance weight and a scalar corresponding to the environment temperature importance weight to [0,1] intervals respectively to obtain the base station device temperature importance weight and the environment temperature importance weight.
The base station fault early warning monitoring device comprises a monitoring terminal and a box body, wherein the monitoring terminal is electrically connected with a background server, the background server is electrically connected with a communication terminal, the communication terminal is electrically connected with a communication module, the communication module is electrically connected with a temperature monitoring module (used for obtaining temperature data of base station equipment) and a smoke monitoring module, and a heat dissipation unit and a fire extinguishing unit are arranged in the box body;
the heat dissipation unit comprises a servo motor, the outer wall of an output shaft of the servo motor is fixedly connected with a main fan blade and a main belt pulley, the main belt pulley is connected with a driven belt pulley through belt transmission, the inner wall of the driven belt pulley is fixedly connected with an auxiliary shaft, one end of the auxiliary shaft is fixedly provided with the auxiliary fan blade, and the top end of the auxiliary shaft is rotatably connected with the box body through a bearing;
the fire extinguishing unit comprises a first electric telescopic rod, the bottom end of the first electric telescopic rod is movably connected with a pressing handle of the fire extinguisher through a second pin shaft, and the outer wall of the bottom end of the fire extinguisher is inserted into a sleeve seat.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: one end of the box body is connected with the box door through a hinge, and the inner wall of the box body is fixedly connected with a supporting block.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: the sleeve seat is fixedly installed on the bottom wall of the inner cavity of the box body, one end, far away from the fire extinguisher, of the first electric telescopic rod is movably connected with a U-shaped block through a first pin shaft, and the top end of the U-shaped block is fixedly connected with the supporting block.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: the box bottom has seted up the through-hole, the box bottom is rotated through the hinge and is connected the closing plate, closing plate one end is rotated through third round pin axle and is connected second electric telescopic handle, second electric telescopic handle keeps away from the one end of closing plate rotates through fourth round pin axle and connects L shape bracing piece, L shape bracing piece top fixed connection the box diapire.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: the temperature monitoring module is a temperature sensor and is installed on the inner wall of the box body.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: the smoke monitoring module is a smoke sensor and is arranged on the inner wall of the box body.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: the box is used for accommodating base station equipment, and the bottom of the box is fixedly provided with a support column.
As an optimal scheme of the base station fault early warning monitoring device, the invention comprises the following steps: the air ports of the main fan blade and the auxiliary fan blade face downwards, and the servo motor is installed at the top end of the box body.
Compared with the prior art:
1. by arranging the monitoring terminal, the background server, the communication terminal, the communication module, the temperature monitoring module and the smoke monitoring module, the temperature of the base station equipment and whether a fire exists can be monitored in real time, so that the running condition of the base station equipment can be dynamically mastered, the possibility of a fault (overhigh temperature) occurring in a certain time in the future is calculated by an early warning monitoring method, and data support is provided for scientific management;
2. when the temperature of the base station equipment is overhigh, the heat dissipation unit is utilized to dissipate heat in time, so that the damage caused by overhigh temperature of the base station equipment is avoided;
3. when the base station equipment is in a fire disaster, the fire extinguishing unit is used for extinguishing the fire in time, so that the fire spread is avoided, the loss is stopped in time, and the loss is reduced; and the through holes are plugged in time, so that the external air is isolated, and the fire is weakened.
Drawings
FIG. 1 is a schematic structural view provided by the present invention;
FIG. 2 is an enlarged view of the invention at A in FIG. 1;
FIG. 3 is an enlarged view at B of FIG. 1 in accordance with the present invention;
fig. 4 is a schematic diagram of the monitoring provided by the present invention.
In the figure: the monitoring terminal 1, the background server 3, the communication terminal 4, the communication module 5, the temperature monitoring module 6, the smoke monitoring module 7, the heat dissipation unit 8, the servo motor 81, the main belt pulley 82, the slave belt pulley 83, the main fan blade 84, the slave fan blade 85, the auxiliary shaft 86, the belt 87, the fire extinguishing unit 9, the first pin shaft 91, the first electric telescopic rod 92, the second pin shaft 93, the fire extinguisher 94, the socket 95, the box body 10, the box door 101, the support column 102, the support block 103, the U-shaped block 1031, the L-shaped support rod 104, the sealing plate 105, the through hole 106, the second electric telescopic rod 107, the third pin shaft 108 and the fourth pin shaft 109.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention more apparent, embodiments of the present invention will be described in detail with reference to the accompanying drawings.
The invention provides a base station fault early warning monitoring device, please refer to fig. 1-4, which comprises a monitoring terminal 1 and a box body 10, wherein the monitoring terminal 1 is electrically connected with a background server 3, the background server 3 is electrically connected with a communication terminal 4, the communication terminal 4 is electrically connected with a communication module 5, the communication module 5 is electrically connected with a temperature monitoring module 6 and a smoke monitoring module 7, and a heat dissipation unit 8 and a fire extinguishing unit 9 are arranged in the box body 10; the temperature monitoring module 6 is set to be E52, and the model of the smoke monitoring module 7 is set to be MQ-2;
the heat dissipation unit 8 comprises a servo motor 81, the outer wall of an output shaft of the servo motor 81 is fixedly connected with a main fan blade 84 and a main belt pulley 82, the main belt pulley 82 is in transmission connection with a secondary belt pulley 83 through a belt 87, the inner wall of the secondary belt pulley 83 is fixedly connected with an auxiliary shaft 86, one end of the auxiliary shaft 86 is fixedly provided with a secondary fan blade 85, and the top end of the auxiliary shaft 86 is rotatably connected with the box body 10 through a bearing;
the fire extinguishing unit 9 comprises a first electric telescopic rod 92, the bottom end of the first electric telescopic rod 92 is movably connected with a pressing handle of a fire extinguisher 94 through a second pin shaft 93, and the outer wall of the bottom end of the fire extinguisher 94 is inserted into a sleeve seat 95; the first electric telescopic rod 92 is used for driving the pressing handle of the fire extinguisher 94 to move downwards, so that fire is extinguished by the fire extinguisher 94;
furthermore, one end of the box body 10 is connected with the box door 101 through a hinge, and the inner wall of the box body 10 is fixedly connected with a supporting block 103.
Further, the sleeve seat 95 is fixedly installed on the bottom wall of the inner cavity of the box body 10, one end of the first electric telescopic rod 92, which is far away from the fire extinguisher 94, is movably connected with a U-shaped block 1031 through a first pin 91, and the top end of the U-shaped block 1031 is fixedly connected with the supporting block 103; the fire extinguisher 94 is used for extinguishing a fire in the base station equipment, preventing the fire from spreading, and achieving the effect of timely stopping damage.
Further, a through hole 106 is formed in the bottom end of the box body 10, the bottom end of the box body 10 is rotatably connected with a sealing plate 105 through a hinge, one end of the sealing plate 105 is rotatably connected with a second electric telescopic rod 107 through a third pin 108, one end of the second electric telescopic rod 107, which is far away from the sealing plate 105, is rotatably connected with an L-shaped supporting rod 104 through a fourth pin 109, and the top end of the L-shaped supporting rod 104 is fixedly connected with the bottom wall of the box body 10.
Further, the temperature monitoring module 6 is a temperature sensor, and the temperature monitoring module 6 is installed on the inner wall of the box body 10; the temperature monitoring module 6 is used for monitoring the stability of the periphery of the base station equipment and transmitting the temperature information to the monitoring terminal 1 in time so as to dynamically monitor the temperature.
Further, the smoke monitoring module 7 is provided as a smoke sensor, and the smoke monitoring module 7 is installed on the inner wall of the box body 10; the smoke monitoring module 7 is used for monitoring whether smoke is generated or not so as to judge whether fire occurs in the base station equipment or not, and when smoke is generated, information is transmitted to the monitoring terminal 1.
Further, the box body 10 is used for accommodating base station equipment, and a support column 102 is fixedly installed at the bottom of the box body 10.
Further, the air ports of the main fan blade 84 and the auxiliary fan blade 85 are both downward, and the servo motor 81 is installed at the top end of the box body 10; the servo motor 81 is used for driving the main fan blade 84 and the auxiliary fan blade 85 to rotate, so that heat generated by the base station equipment installed in the box body 10 is blown out, and the effect of cooling the base station equipment is achieved.
When the base station equipment is used specifically, the box door 101 is opened, the base station equipment is placed in the inner cavity of the box body 10, the temperature monitoring module 6 monitors the temperature of the base station equipment in real time, the monitored temperature data is transmitted to the communication terminal 4 through the communication module 5, the communication terminal 4 transmits the temperature data to the background server 3, the background server 3 predicts the probability of overhigh temperature of the base station equipment in the future through an early warning monitoring method and gives out early warning, the background server 3 transmits the temperature data to the monitoring terminal 1, the monitoring terminal 1 compares the temperature data with a normal temperature critical value, when the temperature data is higher than the critical value, the servo motor 81 is started, the output shaft of the servo motor 81 drives the main belt pulley 82 to rotate so as to drive the main fan blade 84 to rotate, the auxiliary fan blade 85 is driven by the auxiliary belt pulley 83 and the belt 87 to rotate, and the main fan blade 84 and wind generated by the auxiliary fan blade 85 are blown to the base station equipment, the heat is blown out of the box body 10 through the through hole 106, so that the heat dissipation of the base station equipment is realized; produce smog when the conflagration takes place for the base station equipment, smog is sensed to smog monitoring module 7, give communication terminal 4 with smog information transmission through communication module 5, give monitoring terminal 1 through backend server 3 transmission, monitoring terminal 1 control second electric telescopic handle 107 extension, make closing plate 105 plug up through-hole 106, reach the effect of isolated outside air, reduce the intensity of a fire, the extension of the first electric telescopic handle 92 of simultaneous control, press the handle of pressure to fire extinguisher 94, put out a fire.
While the invention has been described above with reference to an embodiment, various modifications may be made and equivalents may be substituted for elements thereof without departing from the scope of the invention. In particular, the various features of the disclosed embodiments of the invention may be used in any combination, provided that no structural conflict exists, and the combinations are not exhaustively described in this specification merely for the sake of brevity and resource conservation. Therefore, it is intended that the invention not be limited to the particular embodiments disclosed, but that the invention will include all embodiments falling within the scope of the appended claims.
Claims (9)
1. The base station fault early warning monitoring method is characterized by comprising the following steps: establishing a temperature early warning initial model; acquiring a data set, wherein the data of the data set comprises a plurality of temperature data groups and real tags corresponding to the temperature data groups, and the temperature data groups comprise a plurality of base station equipment temperatures within the same preset time and ambient temperatures outside the base stations; extracting the characteristics of the data in the data set to obtain the temperature characteristics of the base station equipment and the environmental temperature characteristics; fusing the temperature characteristic of the base station equipment and the environmental temperature characteristic to obtain a fused characteristic; determining a prediction label based on the fusion characteristics and the temperature early warning initial model; correcting the temperature early warning initial model based on the real label and the prediction label to obtain the temperature early warning model; after feature extraction of the data in the dataset, the method further comprises: determining the base station device temperature importance weight and the ambient temperature importance weight; determining a base station equipment temperature weighting characteristic based on the base station equipment temperature characteristic and the base station equipment temperature importance weight, and determining an environment temperature weighting characteristic based on the environment temperature characteristic and the environment temperature importance weight; fusing the temperature weighting characteristic of the base station equipment and the ambient temperature weighting characteristic to obtain a weighted fusion characteristic, and taking the weighted fusion characteristic as the fusion characteristic; obtaining the base station device temperature importance weight and the ambient temperature importance weight by: respectively acquiring a base station equipment temperature output value and an environment temperature output value which are output by the base station equipment temperature characteristic and the environment temperature characteristic through a neural network; respectively carrying out convolution operation on the base station equipment temperature output value and the environment temperature output value to obtain a scalar corresponding to the base station equipment temperature importance weight and a scalar corresponding to the environment temperature importance weight; and mapping a scalar corresponding to the base station device temperature importance weight and a scalar corresponding to the environment temperature importance weight to [0,1] intervals respectively to obtain the base station device temperature importance weight and the environment temperature importance weight.
2. Base station trouble early warning monitoring devices, including monitor terminal (1) and box (10), its characterized in that: the monitoring terminal (1) is electrically connected with the background server (3), the background server (3) is electrically connected with the communication terminal (4), the communication terminal (4) is electrically connected with the communication module (5), the communication module (5) is electrically connected with the temperature monitoring module (6) and the smoke monitoring module (7), and a heat dissipation unit (8) and a fire extinguishing unit (9) are arranged in the box body (10);
the heat dissipation unit (8) comprises a servo motor (81), the outer wall of an output shaft of the servo motor (81) is fixedly connected with a main fan blade (84) and a main belt pulley (82), the main belt pulley (82) is in transmission connection with a driven belt pulley (83) through a belt (87), the inner wall of the driven belt pulley (83) is fixedly connected with an auxiliary shaft (86), one end of the auxiliary shaft (86) is fixedly provided with the driven fan blade (85), and the top end of the auxiliary shaft (86) is rotatably connected with the box body (10) through a bearing;
the fire extinguishing unit (9) comprises a first electric telescopic rod (92), the bottom end of the first electric telescopic rod (92) is movably connected with a pressing handle of a fire extinguisher (94) through a second pin shaft (93), and the outer wall of the bottom end of the fire extinguisher (94) is inserted into a sleeve seat (95).
3. The base station fault early warning and monitoring device according to claim 2, characterized in that one end of the box body (10) is connected with a box door (101) through a hinge, and the inner wall of the box body (10) is fixedly connected with a supporting block (103).
4. The base station fault early warning and monitoring device according to claim 3, wherein the sleeve seat (95) is fixedly installed on the bottom wall of the inner cavity of the box body (10), one end, far away from the fire extinguisher (94), of the first electric telescopic rod (92) is movably connected with a U-shaped block (1031) through a first pin shaft (91), and the top end of the U-shaped block (1031) is fixedly connected with the supporting block (103).
5. The base station fault early warning and monitoring device according to claim 4, wherein a through hole (106) is formed in the bottom end of the box body (10), the bottom end of the box body (10) is rotatably connected with a sealing plate (105) through a hinge, one end of the sealing plate (105) is rotatably connected with a second electric telescopic rod (107) through a third pin shaft (108), one end, far away from the sealing plate (105), of the second electric telescopic rod (107) is rotatably connected with an L-shaped supporting rod (104) through a fourth pin shaft (109), and the top end of the L-shaped supporting rod (104) is fixedly connected with the bottom wall of the box body (10).
6. The base station fault early warning and monitoring device according to claim 5, characterized in that the temperature monitoring module (6) is a temperature sensor, and the temperature monitoring module (6) is installed on the inner wall of the box body (10).
7. The base station fault pre-warning monitoring device according to claim 6, characterized in that the smoke monitoring module (7) is provided as a smoke sensor, and the smoke monitoring module (7) is installed on the inner wall of the box body (10).
8. The base station fault early warning and monitoring device according to claim 7, characterized in that the box body (10) is used for accommodating base station equipment, and a support column (102) is fixedly installed at the bottom of the box body (10).
9. The base station fault early warning and monitoring device according to claim 8, wherein the air openings of the main fan blade (84) and the auxiliary fan blade (85) are downward, and the servo motor (81) is installed at the top end of the box body (10).
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| Application Number | Priority Date | Filing Date | Title |
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| CN202111147329.7A CN113824593A (en) | 2021-09-29 | 2021-09-29 | Base station fault early warning monitoring method and device |
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| Application Number | Priority Date | Filing Date | Title |
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| CN202111147329.7A CN113824593A (en) | 2021-09-29 | 2021-09-29 | Base station fault early warning monitoring method and device |
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| CN113824593A true CN113824593A (en) | 2021-12-21 |
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| CN202111147329.7A Pending CN113824593A (en) | 2021-09-29 | 2021-09-29 | Base station fault early warning monitoring method and device |
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| CN206711313U (en) * | 2017-05-13 | 2017-12-05 | 中国通信建设第三工程局有限公司 | A kind of communication base station fire alarm installation |
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