CN117880944A - Wireless communication network energy saving method, system and storage medium - Google Patents

Wireless communication network energy saving method, system and storage medium Download PDF

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Publication number
CN117880944A
CN117880944A CN202410092357.0A CN202410092357A CN117880944A CN 117880944 A CN117880944 A CN 117880944A CN 202410092357 A CN202410092357 A CN 202410092357A CN 117880944 A CN117880944 A CN 117880944A
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wireless communication
base station
communication network
communication base
consumption
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王晖
刘昀
蔡为国
王旭伟
江玲利
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Zhejiang Post & Telecommunication Engineering Construction Co ltd
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Zhejiang Post & Telecommunication Engineering Construction Co ltd
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Abstract

The invention discloses a wireless communication network energy saving method, a system and a storage medium, which relate to the technical field of network energy saving.

Description

Wireless communication network energy saving method, system and storage medium
Technical Field
The invention relates to the technical field of network energy conservation, in particular to a wireless communication network energy conservation method, a wireless communication network energy conservation system and a wireless communication network energy conservation storage medium.
Background
The wireless communication network is a network for connecting various mobile devices and fixed devices through radio waves or infrared rays and other wireless transmission technologies, and is used for realizing information exchange and communication between the devices without using a physical connection line.
However, the current wireless communication network energy saving has some problems:
1. in the prior art, the current power consumption of each wireless communication base station to which the wireless communication network belongs is monitored, so that whether each wireless communication base station to which the wireless communication network belongs is in an abnormal power consumption state is analyzed, the power consumption analysis of each monitoring time period of each wireless communication base station to which the wireless communication network belongs is ignored, the energy consumption analysis of each wireless communication base station by a communication company is not comprehensive enough, the analysis of the historical maintenance time length, the price and the frequency is ignored, each wireless communication base station with lower maintenance value is not screened, and the financial consumption of the communication company and the development of the communication company are increased.
2. In the prior art, the judgment of switching each wireless communication base station to sleep is insufficient, and the unified waiting time length is generally set, so that the analysis of the running state of each wireless communication base station of the wireless communication network is ignored, the time length of each wireless communication base station of the wireless communication network entering the sleep state in a conventional load time period is too short, the receiving of a user request is influenced, or the time length of each wireless communication base station of the wireless communication network entering the sleep state in a low load time period is too long, and the energy consumption of the wireless communication network is increased.
Disclosure of Invention
In view of the above-mentioned technical shortcomings, an object of the present invention is to provide a method, a system and a storage medium for saving energy in a wireless communication network, which are used for solving the above-mentioned problems.
In order to solve the technical problems, the invention adopts the following technical scheme: the first aspect of the present invention provides a wireless communication network energy saving method, comprising: step one, wireless communication base station information acquisition: basic information of each wireless communication base station to which the wireless communication network belongs and ammeter reading at each monitoring time point are acquired from a wireless communication network management center, wherein the basic information comprises an establishment time point, and time length and cost corresponding to each historical maintenance.
Step two, wireless communication base station energy consumption analysis: according to the ammeter readings of each wireless communication base station of the wireless communication network at each monitoring time point, analyzing the energy consumption evaluation index of each wireless communication base station of the wireless communication network, and screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station of the wireless communication network.
Step three, wireless communication base station processing: according to the basic information of each wireless communication base station to which the wireless communication network belongs, analyzing maintenance value evaluation indexes of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs, and screening each wireless communication base station to be maintained and each wireless communication base station to be replaced to which the wireless communication network belongs.
Step four, wireless communication base station state adjustment: and acquiring the receiving time points of the historical requests of the normal energy-consumption wireless communication base stations of the wireless communication network from the wireless communication network management center, screening the conventional load time periods and the low load time periods of the normal energy-consumption wireless communication base stations of the wireless communication network, and adjusting the running states of the normal energy-consumption wireless communication base stations of the wireless communication network.
Preferably, the analyzing the energy consumption evaluation index of each wireless communication base station to which the wireless communication network belongs specifically includes: subtracting the ammeter reading of each wireless communication base station belonging to the wireless communication network at each monitoring time point from the ammeter reading of the corresponding wireless communication base station at the last monitoring time point of the corresponding monitoring time point to obtain the power consumption I of each wireless communication base station belonging to the wireless communication network at each monitoring time period ip Wherein i represents each radio communicationThe number of the base station, i=1, 2,., n, n is any integer greater than 2, p represents the number of each monitoring period, p=1, 2,., q, q is any integer greater than 2.
Analyzing the power consumption evaluation index of each wireless communication base station to which the wireless communication network belongsWhere q represents the number of monitoring periods, n represents the number of wireless communication base stations, I i(p-1) The power consumption of each wireless communication base station to which the wireless communication network belongs in the last monitoring time period corresponding to each monitoring time period is represented, and Δi represents the set standard power consumption.
Preferably, the specific screening method of the screening wireless communication network includes: comparing the energy consumption evaluation index of each wireless communication base station of the wireless communication network in each monitoring time period with the set energy consumption evaluation index upper limit, if the energy consumption evaluation index of a certain wireless communication base station of the wireless communication network in a certain monitoring time period is larger than or equal to the set energy consumption evaluation index upper limit, marking the monitoring time period of the wireless communication base station of the wireless communication network as a high-power consumption time period, and counting each high-power consumption time period of each wireless communication base station of the wireless communication network.
The method comprises the steps of obtaining the number of high power consumption time periods of each wireless communication base station of a wireless communication network, dividing the number of the high power consumption time periods of each wireless communication base station of the wireless communication network by the number of monitoring time periods of the corresponding wireless communication base stations, and obtaining the frequency of the high power consumption time periods of each wireless communication base station of the wireless communication network.
Comparing the frequency of the high power consumption time period of each wireless communication base station to which the wireless communication network belongs with the upper limit of the frequency of the set high power consumption time period, if the frequency of the high power consumption time period of a certain wireless communication base station to which the wireless communication network belongs is larger than or equal to the frequency threshold of the set high power consumption time period, marking the wireless communication base station to which the wireless communication network belongs as an abnormal energy consumption wireless communication base station, otherwise marking the wireless communication base station to which the wireless communication network belongs as a normal energy consumption wireless communication base station, and further screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station to which the wireless communication network belongs.
Preferably, the analyzing the maintenance value evaluation index of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs specifically includes: extracting the set-up time point T of each abnormal energy consumption wireless communication base station from the basic information of each wireless communication base station to which the wireless communication network belongs j Time length G corresponding to each maintenance history jw And cost Y jw Where j represents the number of each abnormal energy-consuming wireless communication base station, j=1, 2,..k, k is any integer greater than 2, w represents the number of each maintenance of the history, w=1, 2,..s, s is any integer greater than 2.
Statistics of historical maintenance times H of various different energy-consumption wireless communication base stations to which wireless communication network belongs j 。
Analyzing maintenance value evaluation index of various abnormal energy consumption wireless communication base stations to which wireless communication network belongsWherein k represents the number of abnormal energy consumption wireless communication base stations, s represents the number of historical maintenance, deltaT represents the current time point, lambda 1 Correction factor lambda corresponding to maintenance time 2 Correction factor lambda corresponding to maintenance cost 3 Represents the correction factor, lambda, corresponding to the maintenance frequency 1 、λ 2 、λ 3 The value ranges of (2) all belong to 0 to 1.
Preferably, the specific screening method of the screening wireless communication base stations to be maintained and the wireless communication base stations to be replaced, to which the wireless communication network belongs, is as follows: comparing the maintenance value evaluation index of each abnormal energy consumption wireless communication base station of the wireless communication network with the set maintenance value evaluation index upper limit, if the maintenance value evaluation index of a certain abnormal energy consumption wireless communication base station of the wireless communication network is larger than or equal to the set maintenance value evaluation index threshold, marking the abnormal energy consumption wireless communication base station of the wireless communication network as a wireless communication base station to be maintained, otherwise marking the abnormal energy consumption wireless communication base station as a wireless communication base station to be replaced, and further screening each wireless communication base station to be maintained and each wireless communication base station to be replaced of the wireless communication network.
Preferably, the screening method specifically screens a normal load time period and a low load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs includes: the daily time is evenly divided into a plurality of time periods according to the set time interval.
According to the time points of each history receiving request of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each day, counting the number of the history receiving requests of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each time period of each day, and further obtaining the number F of the history receiving requests of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each time period mz Where m represents the number of each normal energy-consuming wireless communication base station, m=1, 2, l, l is any integer greater than 2, z represents the number of each time period, z=1, 2.
Analyzing load evaluation indexes of each time period of each normal energy consumption wireless communication base station to which the wireless communication network belongsWhere l represents the number of normal energy-consuming wireless communication base stations and x represents the number of time periods.
Comparing the load evaluation index of each time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs with a preset conventional load evaluation index threshold, if the load evaluation index of each time period of a certain normal energy-consumption wireless communication base station to which the wireless communication network belongs is larger than or equal to the preset conventional load evaluation index threshold, marking the time period of the normal energy-consumption wireless communication base station to which the wireless communication network belongs as a conventional load time period, otherwise, marking the time period of the normal energy-consumption wireless communication base station to which the wireless communication network belongs as a low load time period, and further screening each conventional load time period and each low load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs.
Preferably, the method for adjusting the operation state of each normal energy-consumption wireless communication base station to which the wireless communication network belongs specifically includes: and acquiring the set primary waiting time length and the set secondary waiting time length from the wireless communication network center.
The method comprises the steps of obtaining a current time point, comparing the current time point with each conventional load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs, judging that the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a conventional load time period if the current time point is successfully compared with a certain conventional load time period of a certain normal energy-consumption wireless communication base station to which the wireless communication network belongs, otherwise, judging that the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a low load time period.
If a certain normal energy-consumption wireless communication base station of the wireless communication network is in a low-load time period, and if the normal energy-consumption wireless communication base station of the wireless communication network does not receive a user request within a first-level waiting time period, the running state of the normal energy-consumption wireless communication of the wireless communication network is adjusted to a sleep running state.
And if the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a normal load time period and the normal energy-consumption wireless communication base station to which the wireless communication network belongs does not receive the user request in the secondary waiting time period, adjusting the running state of the normal energy-consumption wireless communication to which the wireless communication network belongs to a sleep running state.
A second aspect of the present invention provides a wireless communication network energy saving system, comprising: the wireless communication base station information acquisition module acquires basic information of each wireless communication base station to which the wireless communication network belongs and ammeter reading at each monitoring time point from the wireless communication network management center, wherein the basic information comprises a time point establishment, a time length corresponding to each maintenance history and a cost.
The wireless communication base station energy consumption analysis module is used for analyzing the energy consumption evaluation index of each wireless communication base station to which the wireless communication network belongs according to the ammeter reading of each wireless communication base station to which the wireless communication network belongs at each monitoring time point, and screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station to which the wireless communication network belongs.
The wireless communication base station processing module is used for analyzing maintenance value evaluation indexes of the wireless communication base stations with different energy consumption of the wireless communication network according to basic information of the wireless communication base stations with the wireless communication network, and screening the wireless communication base stations to be maintained and the wireless communication base stations to be replaced of the wireless communication network.
The wireless communication base station state adjusting module is used for acquiring the receiving time points of the historical requests of the normal energy-consumption wireless communication base stations of the wireless communication network from the wireless communication network management center, screening the conventional load time periods and the low load time periods of the normal energy-consumption wireless communication base stations of the wireless communication network, and adjusting the operation state of the normal energy-consumption wireless communication base stations of the wireless communication network.
A third aspect of the present invention provides a wireless communication network energy saving storage medium comprising: the computer readable storage medium has one or more programs executable by one or more processors to implement steps in a wireless communication network power saving method of the present invention.
The invention has the beneficial effects that: 1. according to the invention, through analyzing the power consumption of each monitoring time period of each wireless communication base station to which the wireless communication network belongs, each abnormal energy consumption wireless communication base station to which the wireless communication network belongs is screened out, so that the energy consumption analysis of each wireless communication base station by a communication company is more comprehensive, and according to the historical maintenance duration, price and frequency of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs, the maintenance value evaluation index of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs is analyzed, and further, each abnormal energy consumption wireless communication base station with lower maintenance value is screened out, the financial consumption of the communication company is reduced, and the healthy development of the communication company is ensured.
2. According to the invention, through analyzing the receiving time points of each historical request of each wireless communication base station of the wireless communication network, the conventional load time period and the low load time period of each normal energy consumption wireless communication base station of the wireless communication network are screened, so that the running state of each normal energy consumption wireless communication base station of the wireless communication network is adjusted, the time length of each normal energy consumption wireless communication base station of the wireless communication network entering the sleep state is ensured to be more reasonable, and the energy consumption of the wireless communication network is reduced.
Drawings
In order to more clearly illustrate the embodiments of the invention or the technical solutions in the prior art, the drawings that are required in the embodiments or the description of the prior art will be briefly described, it being obvious that the drawings in the following description are only some embodiments of the invention, and that other drawings may be obtained according to these drawings without inventive effort for a person skilled in the art.
FIG. 1 is a flow chart of the steps of the method of the present invention.
FIG. 2 is a schematic diagram of the system module connection according to the present invention.
Detailed Description
The technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the accompanying drawings in the embodiments of the present invention, and it is apparent that the described embodiments are only some embodiments of the present invention, but not all embodiments, and all other embodiments obtained by those skilled in the art without making creative efforts based on the embodiments of the present invention are included in the protection scope of the present invention.
Referring to fig. 1, a first aspect of the present invention provides a wireless communication network power saving method, including: step one, wireless communication base station information acquisition: basic information of each wireless communication base station to which the wireless communication network belongs and ammeter reading at each monitoring time point are acquired from a wireless communication network management center, wherein the basic information comprises an establishment time point, and time length and cost corresponding to each historical maintenance.
Step two, wireless communication base station energy consumption analysis: according to the ammeter readings of each wireless communication base station of the wireless communication network at each monitoring time point, analyzing the energy consumption evaluation index of each wireless communication base station of the wireless communication network, and screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station of the wireless communication network.
In a specific embodiment of the present invention, the analyzing the energy consumption evaluation index of each wireless communication base station to which the wireless communication network belongs includes: subtracting the ammeter reading of each wireless communication base station belonging to the wireless communication network at each monitoring time point from the ammeter reading of the corresponding wireless communication base station at the last monitoring time point of the corresponding monitoring time point to obtain the power consumption I of each wireless communication base station belonging to the wireless communication network at each monitoring time period ip Where i denotes a number of each wireless communication base station, i=1, 2,..n, n is an arbitrary integer greater than 2, p denotes a number of each monitoring period, p=1, 2,..q, q is an arbitrary integer greater than 2.
Analyzing the power consumption evaluation index of each wireless communication base station to which the wireless communication network belongsWhere q represents the number of monitoring periods, n represents the number of wireless communication base stations, I i(p-1) The power consumption of each wireless communication base station to which the wireless communication network belongs in the last monitoring time period corresponding to each monitoring time period is represented, and Δi represents the set standard power consumption.
In another embodiment of the present invention, the method for screening each abnormal energy-consumption wireless communication base station and each normal energy-consumption wireless communication base station to which the wireless communication network belongs includes: comparing the energy consumption evaluation index of each wireless communication base station of the wireless communication network in each monitoring time period with the set energy consumption evaluation index upper limit, if the energy consumption evaluation index of a certain wireless communication base station of the wireless communication network in a certain monitoring time period is larger than or equal to the set energy consumption evaluation index upper limit, marking the monitoring time period of the wireless communication base station of the wireless communication network as a high-power consumption time period, and counting each high-power consumption time period of each wireless communication base station of the wireless communication network.
The method comprises the steps of obtaining the number of high power consumption time periods of each wireless communication base station of a wireless communication network, dividing the number of the high power consumption time periods of each wireless communication base station of the wireless communication network by the number of monitoring time periods of the corresponding wireless communication base stations, and obtaining the frequency of the high power consumption time periods of each wireless communication base station of the wireless communication network.
Comparing the frequency of the high power consumption time period of each wireless communication base station to which the wireless communication network belongs with the upper limit of the frequency of the set high power consumption time period, if the frequency of the high power consumption time period of a certain wireless communication base station to which the wireless communication network belongs is larger than or equal to the frequency threshold of the set high power consumption time period, marking the wireless communication base station to which the wireless communication network belongs as an abnormal energy consumption wireless communication base station, otherwise marking the wireless communication base station to which the wireless communication network belongs as a normal energy consumption wireless communication base station, and further screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station to which the wireless communication network belongs.
Wireless communication base station processing: according to the basic information of each wireless communication base station to which the wireless communication network belongs, analyzing maintenance value evaluation indexes of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs, and screening each wireless communication base station to be maintained and each wireless communication base station to be replaced to which the wireless communication network belongs.
In a specific embodiment of the present invention, the method for analyzing the maintenance value evaluation index of each of the heterogeneous energy-consuming wireless communication base stations to which the wireless communication network belongs includes: extracting the set-up time point T of each abnormal energy consumption wireless communication base station from the basic information of each wireless communication base station to which the wireless communication network belongs j Time length G corresponding to each maintenance history jw And cost Y jw Where j represents the number of each abnormal energy-consuming wireless communication base station, j=1, 2,..k, k is any integer greater than 2, w represents the number of each maintenance of the history, w=1, 2,..s, s is any integer greater than 2.
Statistics of historical maintenance times H of various different energy-consumption wireless communication base stations to which wireless communication network belongs j 。
Analyzing maintenance value evaluation index of various abnormal energy consumption wireless communication base stations to which wireless communication network belongsWherein k represents the number of abnormal energy consumption wireless communication base stations, s represents the number of historical maintenance, deltaT represents the current time point, lambda 1 Correction factor lambda corresponding to maintenance time 2 Correction factor lambda corresponding to maintenance cost 3 Represents the correction factor, lambda, corresponding to the maintenance frequency 1 、λ 2 、λ 3 The value ranges of (2) all belong to 0 to 1.
In another embodiment of the present invention, the screening method specifically includes: comparing the maintenance value evaluation index of each abnormal energy consumption wireless communication base station of the wireless communication network with the set maintenance value evaluation index upper limit, if the maintenance value evaluation index of a certain abnormal energy consumption wireless communication base station of the wireless communication network is larger than or equal to the set maintenance value evaluation index threshold, marking the abnormal energy consumption wireless communication base station of the wireless communication network as a wireless communication base station to be maintained, otherwise marking the abnormal energy consumption wireless communication base station as a wireless communication base station to be replaced, and further screening each wireless communication base station to be maintained and each wireless communication base station to be replaced of the wireless communication network.
According to the invention, through analyzing the power consumption of each monitoring time period of each wireless communication base station to which the wireless communication network belongs, each abnormal energy consumption wireless communication base station to which the wireless communication network belongs is screened out, so that the energy consumption analysis of each wireless communication base station by a communication company is more comprehensive, and according to the historical maintenance duration, price and frequency of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs, the maintenance value evaluation index of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs is analyzed, and further, each abnormal energy consumption wireless communication base station with lower maintenance value is screened out, the financial consumption of the communication company is reduced, and the healthy development of the communication company is ensured.
Step four, wireless communication base station state adjustment: and acquiring the receiving time points of the historical requests of the normal energy-consumption wireless communication base stations of the wireless communication network from the wireless communication network management center, screening the conventional load time periods and the low load time periods of the normal energy-consumption wireless communication base stations of the wireless communication network, and adjusting the running states of the normal energy-consumption wireless communication base stations of the wireless communication network.
In a specific embodiment of the present invention, the screening method for screening a normal load period and a low load period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs includes: the daily time is evenly divided into a plurality of time periods according to the set time interval.
According to the time points of each history receiving request of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each day, counting the number of the history receiving requests of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each time period of each day, and further obtaining the number F of the history receiving requests of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each time period mz Where m represents the number of each normal energy-consuming wireless communication base station, m=1, 2, l, l is any integer greater than 2, z represents the number of each time period, z=1, 2.
The request represents a request signal sent from each user belonging to the wireless communication network to each network communication base station belonging to the network communication network at the user side.
Analyzing load evaluation indexes of each time period of each normal energy consumption wireless communication base station to which the wireless communication network belongsWhere l represents the number of normal energy-consuming wireless communication base stations and x represents the number of time periods.
Comparing the load evaluation index of each time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs with a preset conventional load evaluation index threshold, if the load evaluation index of each time period of a certain normal energy-consumption wireless communication base station to which the wireless communication network belongs is larger than or equal to the preset conventional load evaluation index threshold, marking the time period of the normal energy-consumption wireless communication base station to which the wireless communication network belongs as a conventional load time period, otherwise, marking the time period of the normal energy-consumption wireless communication base station to which the wireless communication network belongs as a low load time period, and further screening each conventional load time period and each low load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs.
In another embodiment of the present invention, the method for adjusting the operation state of each normal energy-consumption wireless communication base station to which the wireless communication network belongs specifically includes: and acquiring the set primary waiting time length and the set secondary waiting time length from the wireless communication network center.
It should be noted that, the value of the primary waiting duration is smaller than the value of the secondary waiting duration.
The method comprises the steps of obtaining a current time point, comparing the current time point with each conventional load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs, judging that the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a conventional load time period if the current time point is successfully compared with a certain conventional load time period of a certain normal energy-consumption wireless communication base station to which the wireless communication network belongs, otherwise, judging that the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a low load time period.
If a certain normal energy-consumption wireless communication base station of the wireless communication network is in a low-load time period, and if the normal energy-consumption wireless communication base station of the wireless communication network does not receive a user request within a first-level waiting time period, the running state of the normal energy-consumption wireless communication of the wireless communication network is adjusted to a sleep running state.
And if the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a normal load time period and the normal energy-consumption wireless communication base station to which the wireless communication network belongs does not receive the user request in the secondary waiting time period, adjusting the running state of the normal energy-consumption wireless communication to which the wireless communication network belongs to a sleep running state.
According to the invention, through analyzing the receiving time points of each historical request of each wireless communication base station of the wireless communication network, the conventional load time period and the low load time period of each normal energy consumption wireless communication base station of the wireless communication network are screened, so that the running state of each normal energy consumption wireless communication base station of the wireless communication network is adjusted, the time length of each normal energy consumption wireless communication base station of the wireless communication network entering the sleep state is ensured to be more reasonable, and the energy consumption of the wireless communication network is reduced.
Referring to fig. 2, a second aspect of the present invention provides a wireless communication network energy saving system, comprising: the system comprises a wireless communication base station information acquisition module, a wireless communication base station energy consumption analysis module, a wireless communication base station processing module and a wireless communication base station state adjustment module.
The wireless communication base station information acquisition module is connected with the wireless communication base station energy consumption analysis module, and the wireless communication base station energy consumption analysis module is respectively connected with the wireless communication base station processing module and the wireless communication base station state adjustment module.
The wireless communication base station information acquisition module acquires basic information of each wireless communication base station to which the wireless communication network belongs and ammeter reading at each monitoring time point from the wireless communication network management center, wherein the basic information comprises a time point establishment, a time length corresponding to each maintenance history and a cost.
The wireless communication base station energy consumption analysis module is used for analyzing the energy consumption evaluation index of each wireless communication base station to which the wireless communication network belongs according to the ammeter reading of each wireless communication base station to which the wireless communication network belongs at each monitoring time point, and screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station to which the wireless communication network belongs.
The wireless communication base station processing module is used for analyzing maintenance value evaluation indexes of the wireless communication base stations with different energy consumption of the wireless communication network according to basic information of the wireless communication base stations with the wireless communication network, and screening the wireless communication base stations to be maintained and the wireless communication base stations to be replaced of the wireless communication network.
The wireless communication base station state adjusting module is used for acquiring the receiving time points of the historical requests of the normal energy-consumption wireless communication base stations of the wireless communication network from the wireless communication network management center, screening the conventional load time periods and the low load time periods of the normal energy-consumption wireless communication base stations of the wireless communication network, and adjusting the operation state of the normal energy-consumption wireless communication base stations of the wireless communication network.
A third aspect of the present invention provides a wireless communication network energy saving storage medium comprising: the computer readable storage medium has one or more programs executable by one or more processors to implement steps in a wireless communication network power saving method of the present invention.
The foregoing is merely illustrative and explanatory of the principles of the invention, as various modifications and additions may be made to the specific embodiments described, or similar arrangements may be substituted by those skilled in the art, without departing from the principles of the invention or beyond the scope of the invention as defined in the description.

Claims (9)

1. A method for conserving power in a wireless communication network, comprising:
step one, wireless communication base station information acquisition: basic information of each wireless communication base station to which a wireless communication network belongs and ammeter reading at each monitoring time point are acquired from a wireless communication network management center, wherein the basic information comprises a time point, a time length corresponding to each historical maintenance and a cost;
step two, wireless communication base station energy consumption analysis: according to the ammeter readings of each wireless communication base station of the wireless communication network at each monitoring time point, analyzing the energy consumption evaluation index of each wireless communication base station of the wireless communication network, and screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station of the wireless communication network;
step three, wireless communication base station processing: according to basic information of each wireless communication base station to which the wireless communication network belongs, analyzing maintenance value evaluation indexes of each abnormal energy consumption wireless communication base station to which the wireless communication network belongs, and screening each wireless communication base station to be maintained and each wireless communication base station to be replaced to which the wireless communication network belongs;
step four, wireless communication base station state adjustment: and acquiring the receiving time points of the historical requests of the normal energy-consumption wireless communication base stations of the wireless communication network from the wireless communication network management center, screening the conventional load time periods and the low load time periods of the normal energy-consumption wireless communication base stations of the wireless communication network, and adjusting the running states of the normal energy-consumption wireless communication base stations of the wireless communication network.
2. The method for saving energy in a wireless communication network according to claim 1, wherein the analyzing the energy consumption evaluation index of each wireless communication base station to which the wireless communication network belongs comprises the following specific steps:
subtracting the ammeter reading of each wireless communication base station belonging to the wireless communication network at each monitoring time point from the ammeter reading of the corresponding wireless communication base station at the last monitoring time point of the corresponding monitoring time point to obtain the power consumption I of each wireless communication base station belonging to the wireless communication network at each monitoring time period ip Where i denotes the number of each wireless communication base station, i=1, 2,..n, n is any integer greater than 2, p denotes the number of each monitoring period, p=1, 2,..q, q is any integer greater than 2;
analyzing the power consumption evaluation index of each wireless communication base station to which the wireless communication network belongsWhere q represents the number of monitoring periods, n represents the number of wireless communication base stations, I i (p-1) represents the power consumption of each radio communication base station to which the radio communication network belongs in the last monitoring period corresponding to each monitoring period, and Δi represents the set standard power consumption.
3. The method for saving energy in a wireless communication network according to claim 2, wherein the screening method specifically includes:
comparing the energy consumption evaluation index of each wireless communication base station of the wireless communication network in each monitoring time period with the set energy consumption evaluation index upper limit, if the energy consumption evaluation index of a certain wireless communication base station of the wireless communication network in a certain monitoring time period is greater than or equal to the set energy consumption evaluation index upper limit, marking the monitoring time period of the wireless communication base station of the wireless communication network as a high-power consumption time period, and counting each high-power consumption time period of each wireless communication base station of the wireless communication network;
acquiring the number of high power consumption time periods of each wireless communication base station to which the wireless communication network belongs, and dividing the number of the high power consumption time periods of each wireless communication base station to which the wireless communication network belongs by the number of monitoring time periods of the corresponding wireless communication base stations to obtain the frequency of the high power consumption time periods of each wireless communication base station to which the wireless communication network belongs;
comparing the frequency of the high power consumption time period of each wireless communication base station to which the wireless communication network belongs with the upper limit of the frequency of the set high power consumption time period, if the frequency of the high power consumption time period of a certain wireless communication base station to which the wireless communication network belongs is larger than or equal to the frequency threshold of the set high power consumption time period, marking the wireless communication base station to which the wireless communication network belongs as an abnormal energy consumption wireless communication base station, otherwise marking the wireless communication base station to which the wireless communication network belongs as a normal energy consumption wireless communication base station, and further screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station to which the wireless communication network belongs.
4. The method for saving energy in a wireless communication network according to claim 1, wherein the analyzing the maintenance value evaluation index of each abnormal energy-consuming wireless communication base station to which the wireless communication network belongs comprises the following specific steps:
extracting the set-up time point T of each abnormal energy consumption wireless communication base station from the basic information of each wireless communication base station to which the wireless communication network belongs j Time length G corresponding to each maintenance history jw And cost Y jw Where j represents the number of each abnormal energy-consuming wireless communication base station, j=1, 2, & gt, k, k beingAny integer greater than 2, w representing the number of each repair of the history, w=1, 2,..s, s being any integer greater than 2;
statistics of historical maintenance times H of various different energy-consumption wireless communication base stations to which wireless communication network belongs j ；
Analyzing maintenance value evaluation index of various abnormal energy consumption wireless communication base stations to which wireless communication network belongsWherein k represents the number of abnormal energy consumption wireless communication base stations, s represents the number of historical maintenance, deltaT represents the current time point, lambda 1 Correction factor lambda corresponding to maintenance time 2 Correction factor lambda corresponding to maintenance cost 3 Represents the correction factor, lambda, corresponding to the maintenance frequency 1 、λ 2 、λ 3 The value ranges of (2) all belong to 0 to 1.
5. The method for saving energy in a wireless communication network according to claim 1, wherein the screening method specifically includes:
comparing the maintenance value evaluation index of each abnormal energy consumption wireless communication base station of the wireless communication network with the set maintenance value evaluation index upper limit, if the maintenance value evaluation index of a certain abnormal energy consumption wireless communication base station of the wireless communication network is larger than or equal to the set maintenance value evaluation index threshold, marking the abnormal energy consumption wireless communication base station of the wireless communication network as a wireless communication base station to be maintained, otherwise marking the abnormal energy consumption wireless communication base station as a wireless communication base station to be replaced, and further screening each wireless communication base station to be maintained and each wireless communication base station to be replaced of the wireless communication network.
6. The method for saving energy in a wireless communication network according to claim 1, wherein the screening method for screening the normal load time period and the low load time period of each normal energy-consuming wireless communication base station to which the wireless communication network belongs is as follows:
uniformly dividing the daily time into a plurality of time periods according to the set time interval;
according to the time points of each history receiving request of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each day, counting the number of the history receiving requests of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each time period of each day, and further obtaining the number F of the history receiving requests of each normal energy consumption wireless communication base station of the wireless communication network corresponding to each time period mz Where m represents the number of each normal energy-consuming wireless communication base station, m=1, 2, l, l is any integer greater than 2, z represents the number of each time period, z=1, 2,..x, x being any integer greater than 2;
analyzing load evaluation indexes of each time period of each normal energy consumption wireless communication base station to which the wireless communication network belongsWherein l represents the number of normal energy-consuming wireless communication base stations, and x represents the number of time periods;
comparing the load evaluation index of each time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs with a preset conventional load evaluation index threshold, if the load evaluation index of each time period of a certain normal energy-consumption wireless communication base station to which the wireless communication network belongs is larger than or equal to the preset conventional load evaluation index threshold, marking the time period of the normal energy-consumption wireless communication base station to which the wireless communication network belongs as a conventional load time period, otherwise, marking the time period of the normal energy-consumption wireless communication base station to which the wireless communication network belongs as a low load time period, and further screening each conventional load time period and each low load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs.
7. The method for saving energy in a wireless communication network according to claim 6, wherein the adjusting the operation state of each normal energy-consuming wireless communication base station to which the wireless communication network belongs comprises the following specific steps:
acquiring a set primary waiting time length and a set secondary waiting time length from a wireless communication network center;
acquiring a current time point, comparing the current time point with each conventional load time period of each normal energy-consumption wireless communication base station to which the wireless communication network belongs, and judging that the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a conventional load time period if the current time point is successfully compared with a certain conventional load time period of a certain normal energy-consumption wireless communication base station to which the wireless communication network belongs, otherwise, judging that the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a low load time period;
if a certain normal energy-consumption wireless communication base station of the wireless communication network is in a low-load time period, and if the normal energy-consumption wireless communication base station of the wireless communication network does not receive a user request within a first-level waiting time period, adjusting the running state of the normal energy-consumption wireless communication of the wireless communication network to a sleep running state;
and if the normal energy-consumption wireless communication base station to which the wireless communication network belongs is in a normal load time period and the normal energy-consumption wireless communication base station to which the wireless communication network belongs does not receive the user request in the secondary waiting time period, adjusting the running state of the normal energy-consumption wireless communication to which the wireless communication network belongs to a sleep running state.
8. A wireless communication network energy saving system, comprising:
the wireless communication base station information acquisition module acquires basic information of each wireless communication base station to which the wireless communication network belongs and ammeter reading at each monitoring time point from the wireless communication network management center, wherein the basic information comprises a time point establishment, a time length corresponding to each historical maintenance and a cost;
the wireless communication base station energy consumption analysis module is used for analyzing the energy consumption evaluation index of each wireless communication base station to which the wireless communication network belongs according to the ammeter reading of each wireless communication base station to which the wireless communication network belongs at each monitoring time point, and screening each abnormal energy consumption wireless communication base station and each normal energy consumption wireless communication base station to which the wireless communication network belongs;
the wireless communication base station processing module is used for analyzing maintenance value evaluation indexes of the wireless communication base stations with different energy consumption of the wireless communication network according to basic information of the wireless communication base stations with the wireless communication network, and screening the wireless communication base stations to be maintained and the wireless communication base stations to be replaced of the wireless communication network;
the wireless communication base station state adjusting module is used for acquiring the receiving time points of the historical requests of the normal energy-consumption wireless communication base stations of the wireless communication network from the wireless communication network management center, screening the conventional load time periods and the low load time periods of the normal energy-consumption wireless communication base stations of the wireless communication network, and adjusting the operation state of the normal energy-consumption wireless communication base stations of the wireless communication network.
9. A wireless communication network energy saving storage medium, characterized by: the computer readable storage medium having one or more programs executable by one or more processors to implement the steps in a wireless communication network power saving method as recited in any one of claims 1-7.
CN202410092357.0A 2024-01-23 2024-01-23 Wireless communication network energy saving method, system and storage medium Pending CN117880944A (en)

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