CN115175288A

CN115175288A - Matching method, device and equipment of energy-saving strategy and storage medium

Info

Publication number: CN115175288A
Application number: CN202210862190.2A
Authority: CN
Inventors: 闫健; 朱清峰; 郭凯; 马为民
Original assignee: China United Network Communications Group Co Ltd; China Information Technology Designing and Consulting Institute Co Ltd
Current assignee: China United Network Communications Group Co Ltd; China Information Technology Designing and Consulting Institute Co Ltd
Priority date: 2022-07-20
Filing date: 2022-07-20
Publication date: 2022-10-11

Abstract

The application provides a matching method, a device, equipment and a storage medium of an energy-saving strategy, relates to the field of communication, and is used for quickly determining the energy-saving strategy of a target object (such as a base station). The method comprises the following steps: and acquiring a first engineering parameter of the target base station, wherein the first engineering parameter comprises scene information of the target base station. And generating a target scene identification code of the target base station according to the scene information of the target base station. If the first corresponding relation exists in the first preset identification relation, determining a first energy-saving strategy according to the target scene identification code and the first corresponding relation; the network device stores a first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy. And sending a first message to the target base station, wherein the first message comprises a first energy-saving strategy, and the first message is used for indicating the target base station to execute the first energy-saving strategy.

Description

Matching method, device and equipment of energy-saving strategy and storage medium

Technical Field

The present application relates to the field of communications, and in particular, to a method, an apparatus, a device, and a storage medium for matching an energy saving policy.

Background

In recent years, with the development of Mobile Communication technology, the power consumption of base stations (e.g., a fifth Generation Mobile Communication technology,5 g) base station) has increased. In order to reduce the energy consumption of the 5G base station, the energy consumption may be reduced through an energy-saving strategy, for example, a part of or all of the resources of the 5G base station may be turned off without affecting the network operation quality.

Currently, when reducing the energy consumption of the 5G base station, the energy-saving strategy adopted by the 5G base station needs to be configured in the 5G base station in advance. And then, the 5G base station can execute an energy-saving strategy to reduce the energy consumption of the 5G base station. However, in the above technical solution, the energy saving policy adopted by the 5G base station needs to be determined according to the load performance data, the Quality of Service (QoS) information, the engineering parameter, and the Measurement Report (MR) of the 5G base station, and then the energy saving policy is configured in the 5G base station, so that the step of configuring the energy saving policy to the 5G base station is added, and the energy saving efficiency of the 5G base station is reduced.

Disclosure of Invention

The application provides a matching method, a device, equipment and a storage medium of an energy-saving strategy, which are used for quickly determining the energy-saving strategy of a target object (such as a base station).

In order to achieve the purpose, the technical scheme is as follows:

according to a first aspect of the present application, a method for matching an energy-saving policy is provided. The method comprises the following steps:

the network equipment acquires a first engineering parameter of the target base station, wherein the first engineering parameter comprises scene information of the target base station. And the network equipment generates the target scene identification code of the target base station according to the scene information of the target base station. And if the first corresponding relation exists in the first preset identification relation, the network equipment determines a first energy-saving strategy according to the target scene identification code and the first corresponding relation. The network device stores a first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy. The network equipment sends a first message to a target base station, wherein the first message comprises a first energy-saving strategy, and the first message is used for indicating the target base station to execute the first energy-saving strategy.

Optionally, the matching method of the energy saving policy further includes: if the first corresponding relation does not exist in the first preset identification relation, the network equipment acquires first load performance data, first service quality information and a first measurement report of the target base station. The network equipment determines a first measurement report according to the first engineering parameter, the first load performance data, the first service quality information and the first engineering parameter of the target base station.

Optionally, the matching method of the energy saving policy further includes: the network equipment updates the first preset identification relationship according to the target scene identification code and the first energy-saving strategy to generate a second preset identification relationship, wherein the second preset identification relationship comprises: the first preset identification relationship and the first corresponding relationship.

Optionally, the matching method of the energy saving policy further includes: the network equipment acquires the user perception index and second service quality information, wherein the second service quality information is the service quality information after the target base station executes the first energy-saving strategy. If the user perception index and the second service quality information do not meet the preset quality condition, the network device obtains a second measurement report, second load performance data and a second engineering parameter of the target base station, wherein the second measurement report is a measurement report after the target base station executes the first energy-saving strategy, the second load performance data is load performance data after the target base station executes the first energy-saving strategy, and the second engineering parameter is an engineering parameter after the target base station executes the first energy-saving strategy. And the network equipment determines a second energy-saving strategy according to the second measurement report of the target base station, the second load performance data, the second service quality information and the second engineering parameter. And the network equipment sends a second message to the target base station, wherein the second message comprises a second energy-saving strategy, and the second message is used for indicating the target base station to execute the second energy-saving strategy.

Optionally, the energy saving policy includes: symbol turning off, channel turning off, carrier turning off and deep sleep.

According to a second aspect of the present application, an apparatus for matching an energy saving policy is provided. The device comprises: the device comprises a sending module, an obtaining module and a processing module.

The acquisition module is used for acquiring a first engineering parameter of the target base station, wherein the first engineering parameter comprises scene information of the target base station. And the processing module is used for generating the target scene identification code of the target base station according to the scene information of the target base station. The processing module is further configured to determine a first energy-saving strategy according to the target scene identification code and the first corresponding relationship if the first corresponding relationship exists in the first preset identification relationship. The network device stores a first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy. The transmission module is used for transmitting a first message to the target base station, wherein the first message comprises a first energy-saving strategy, and the first message is used for indicating the target base station to execute the first energy-saving strategy.

Optionally, the obtaining module is further configured to obtain the first load performance data, the first quality of service information, and the first measurement report of the target base station if the first corresponding relationship does not exist in the first preset identifier relationship. The processing module is further configured to determine a first energy-saving strategy according to the first engineering parameter of the target base station, the first load performance data, the first quality of service information, and the first measurement report.

Optionally, the processing module is further configured to update the first preset identifier relationship according to the target scene identifier and the first energy-saving policy, and generate a second preset identifier relationship, where the second preset identifier relationship includes: the first preset identification relationship and the first corresponding relationship.

Optionally, the obtaining module is configured to obtain the user perception index and the service quality information. The obtaining module is further configured to obtain a second measurement report, second load performance data, second quality of service information, and a second engineering parameter of the target base station if the user perception index and the quality of service information do not satisfy the preset quality condition, where the second measurement report is a measurement report after the target base station executes the first energy saving policy, the second load performance data is load performance data after the target base station executes the first energy saving policy, the second quality of service information is service quality information after the target base station executes the first energy saving policy, and the second engineering parameter is an engineering parameter after the target base station executes the first energy saving policy. And the processing module is further used for determining a second energy-saving strategy according to the second measurement report of the target base station, the second load performance data, the second service quality information and the second engineering parameter. The sending module is further configured to send a second message to the target base station, where the second message includes a second energy-saving policy, and the second message is used to instruct the target base station to execute the second energy-saving policy.

According to a third aspect of the present application, a matching device of an energy saving policy is provided. The apparatus comprises: a processor and a memory.

A processor and a memory are coupled. The memory is used for storing one or more programs, the one or more programs include computer executable instructions, and when the matching device of the energy saving policy runs, the processor executes the computer executable instructions stored in the memory to implement the matching method of the optional energy saving policy as described in any one of the first aspect.

According to a fourth aspect of the present application, there is provided a computer-readable storage medium having stored therein instructions, which when executed by a computer, enable the computer to perform any one of the above-mentioned matching methods of an optional energy-saving policy according to the first aspect.

According to a fifth aspect of the present application, there is provided a computer program product comprising a computer program which, when executed by a processor, causes a computer to implement the matching method of any one of the optionally energy saving policies as in the first aspect.

In the foregoing solution, for the technical problems that can be solved by the matching apparatus of the energy saving policy, the computer device, the computer storage medium, or the computer program product, and the technical effects that can be achieved by the matching apparatus of the energy saving policy, reference may be made to the technical problems and technical effects that are solved by the first aspect, and details are not described herein again.

The technical scheme provided by the application at least brings the following beneficial effects: the network device may obtain a first engineering parameter of the target base station, where the first engineering parameter includes scene information of the target base station. And then, the network equipment can generate the target scene identification code of the target base station according to the scene information in the first engineering parameter. And the network device may determine whether the first corresponding relationship exists in the first preset identification relationship according to the target scene identification code. The network device stores a first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy. And if the first corresponding relation exists in the first preset identification relation, the network equipment determines a first energy-saving strategy according to the target scene identification code and the first corresponding relation. And then, the network equipment sends a first message to the target base station, wherein the first message comprises a first energy-saving strategy, and the first message is used for indicating the target base station to execute the first energy-saving strategy. That is to say, the network device may determine, according to the context information of the target base station, the first energy saving policy to be adopted by the target base station. Therefore, the network equipment can reduce the step of determining the first energy-saving strategy according to the load performance data, the service quality information, the engineering parameters and the measurement report of the target base station, reduce the time for configuring the energy-saving strategy for the target base station and improve the energy-saving efficiency of the target base station.

It is to be understood that both the foregoing general description and the following detailed description are exemplary and explanatory only and are not restrictive of the application.

Drawings

The accompanying drawings, which are incorporated in and constitute a part of this specification, illustrate embodiments consistent with the present application and, together with the description, serve to explain the principles of the application and are not to be construed as limiting the application.

FIG. 1 is a schematic diagram of a communication system shown in accordance with an exemplary embodiment;

FIG. 2 is a flow diagram illustrating a method of matching energy saving policies, according to an exemplary embodiment;

FIG. 3 is a flow diagram illustrating another matching method for power saving policies in accordance with an exemplary embodiment;

FIG. 4 is a flow diagram illustrating another matching method for power saving policies in accordance with an exemplary embodiment;

FIG. 5 is a flow diagram illustrating another matching method for power saving policies in accordance with an exemplary embodiment;

fig. 6 is a diagram illustrating an example of a correspondence between a scene identification code and an energy-saving policy according to an exemplary embodiment;

fig. 7 is a block diagram illustrating an exemplary embodiment of an apparatus for matching power saving policies;

FIG. 8 is a block diagram illustrating a matching device for an energy conservation strategy in accordance with an exemplary embodiment;

FIG. 9 is a conceptual partial view of a computer program product shown in accordance with an example embodiment.

Detailed Description

In order to make the technical solutions of the present application better understood by those of ordinary skill in the art, the technical solutions in the embodiments of the present application will be clearly and completely described below with reference to the accompanying drawings.

It should be noted that the terms "first," "second," and the like in the description and claims of this application and in the drawings described above are used for distinguishing between similar elements and not necessarily for describing a particular sequential or chronological order. It is to be understood that the data so used is interchangeable under appropriate circumstances such that the embodiments of the application described herein are capable of operation in sequences other than those illustrated or described herein. The embodiments described in the following exemplary embodiments do not represent all embodiments consistent with the present application. Rather, they are merely examples of apparatus and methods consistent with certain aspects of the present application, as detailed in the appended claims.

Furthermore, the terms "including" and "having," and any variations thereof, as referred to in the description of the present application, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or modules is not limited to only those steps or modules recited, but may alternatively include other steps or modules not recited, or may alternatively include other steps or modules inherent to such process, method, article, or apparatus.

In addition, in the embodiments of the present application, words such as "exemplary" or "for example" are used to mean serving as examples, illustrations or explanations. Any embodiment or design described herein as "exemplary" or "e.g.," is not necessarily to be construed as preferred or advantageous over other embodiments or designs. Rather, use of the word "exemplary" or "e.g.," is intended to present concepts in a concrete fashion.

It should be noted that the service information (including but not limited to user account information, user personal information, etc.) referred to in the present application is information authorized by the user or fully authorized by each party.

The matching method of the energy-saving strategy is applied to a scene that network equipment (such as a server) configures the energy-saving strategy for the base station. In the related art, the server needs to configure the energy saving policy adopted by the base station in advance in the base station. And then, the base station can execute an energy-saving strategy to reduce the energy consumption of the base station. However, in the current technical solution, the energy-saving policy adopted by the 5G base station needs to be determined according to the load performance data, the service quality information, the engineering parameters and the measurement report of the 5G base station, and then the energy-saving policy is configured in the 5G base station, so that the step of configuring the energy-saving policy for the 5G base station is added, and the energy-saving efficiency of the 5G base station is reduced.

For example, in a case that a 5G base station a is newly set up in a subway station scenario a, the server a may process load performance data, service quality information, engineering parameters, and measurement reports of the 5G base station a in the subway station scenario a, and determine the energy saving policy a. And, the server a configures the energy saving policy a in the 5G base station a. Thereafter, the 5G base station a may execute the energy saving policy a, reducing the energy consumption of the 5G base station a.

In summary, in the current technical solution, an energy-saving policy adopted by the 5G base station needs to be determined according to the load performance data, the service quality information, the engineering parameters, and the measurement report of the 5G base station, and then the energy-saving policy is configured in the 5G base station, so that the step of configuring the energy-saving policy for the 5G base station is added, and the energy-saving efficiency of the 5G base station is reduced.

In order to solve the foregoing problems, embodiments of the present application provide a matching method for an energy saving policy, where a network device (e.g., a server) may obtain an engineering parameter of a target base station. And then, the network equipment can generate the target scene identification code of the target base station according to the scene information in the engineering parameters. And, the network device stores a preset corresponding relationship (i.e. a corresponding relationship between the target scene identification code and the first energy-saving policy). Under the condition that the energy-saving strategy is configured for the target base station, the network device can determine a first energy-saving strategy required to be adopted by the target base station according to the target scene identification code and the preset corresponding relation. Therefore, the network device determines the first energy-saving strategy through the preset corresponding relation and the target scene identification code, so that the step of determining the first energy-saving strategy according to the load performance data, the service quality information, the engineering parameters and the measurement report of the target base station can be reduced, the time for configuring the energy-saving strategy for the target base station is reduced, and the energy-saving efficiency of the target base station is improved.

The following describes an implementation environment of embodiments of the present application.

Fig. 1 is a schematic diagram of a communication system according to an embodiment of the present application, and as shown in fig. 1, the communication system may include: network equipment (e.g., server) 101 and base station 102. Wherein the base station 102 may send the engineering parameters to the network device 101. After that, the network device 101 may receive the engineering parameters from the base station 102, and the network device 101 may determine the energy saving policy adopted by the base station 102 according to the scenario information in the engineering parameters. Also, network device 101 may send an energy-saving policy to base station 102. Then, the base station 102 receives the energy saving policy from the network device 101, and executes the energy saving policy, so as to reduce energy consumption of the base station 102.

In some embodiments, network device 101 and base station 102 may communicate wirelessly.

For example, network device 101 may communicate with base station 102 via satellite communications. As another example, network device 101 may communicate with base station 102 via spread-spectrum microwave communication. As another example, network device 101 may communicate with base station 102 via data transfer station communications.

Base stations (e.g., base station 102) may include various forms of base stations, such as: macro base stations, micro base stations (also known as small stations), relay stations, access points, etc. The method specifically comprises the following steps: the Access Point (AP) in a Wireless Local Area Network (WLAN), the Base Station (BTS) in a Global System for Mobile Communications (GSM) or Code Division Multiple Access (CDMA), the Base Station (NodeB, NB) in a Wideband Code Division Multiple Access (WCDMA), the Evolved Node B (Evolved Node B, eNB, or eNodeB) in LTE, or a relay Station or Access Point, or a Base Station in a vehicle-mounted device, a wearable device, and a Next Generation Node B (The Next Generation Node B, gbb) in a future 5G Network, or a Base Station in a future Evolved Public Land Mobile Network (PLMN) Network, and The like.

After introducing the application scenario and the implementation environment of the embodiment of the present application, the following describes in detail a matching method of the energy saving policy provided by the embodiment of the present application with reference to the implementation environment.

The methods in the following embodiments may all be implemented in the application scenarios described above. In the following embodiments, a server is taken as an example of an execution subject, and the embodiments of the present application are specifically described with reference to the drawings in the specification.

Fig. 2 is a flowchart illustrating a matching method of an energy saving policy according to an exemplary embodiment. As shown in fig. 2, the method may include S201-S205.

S201, a server acquires a first engineering parameter of a target base station.

The first engineering parameter comprises scene information of the target base station.

It should be noted that the scene information of the target base station may be used to indicate the location of the target base station, or the scene information of the target base station may be used to indicate the scene of the target base station.

For example, the scenario information of the target base station, which is included in the first engineering parameters of the target base station, is a commercial shopping area scenario a, which indicates that the target base station is located in the commercial shopping area scenario a.

The scene information is not limited in the embodiments of the present application. For example, the scene information may be a subway station scene. As another example, the context information may be a hospital context. As another example, the context information may be a commercial shopping area context.

In one possible implementation, the server may receive the first engineering parameter from the target base station.

In another possible implementation manner, the server stores the first engineering parameter of the target base station.

It should be noted that the first engineering parameter may further include information such as latitude and longitude, a base station name, a downlink bandwidth, and a downlink frequency point of the target base station at the current time. That is, the first engineering parameter is used to indicate the working state of the target base station at the current time.

S202, the server generates a target scene identification code of the target base station according to the scene information of the target base station.

In one possible design, the target context code identification code corresponds to context information of the target base station.

Illustratively, the scene information of the base station a is a hospital scene, and the scene information of the base station B is a subway station scene. If the scene identification code corresponding to the hospital scene is 10.20.0 and the scene identification code corresponding to the subway station scene is 1.20.3, the scene identification code corresponding to the scene information of the base station a is 10.20.0 and the scene identification code corresponding to the scene information of the base station B is 1.20.3.

It should be noted that, in the embodiment of the present application, the object scene identification code is not limited. For example, the object scene identification code may be represented by a number (e.g., 0, 2.5.3, 123, etc.). As another example, the target scene identification code may be represented by letters (e.g., a: b: c, cf, etc.). For another example, the object scene identification code may be represented by numbers and letters (e.g., a2, a1: 0b.

Illustratively, if the scene information a of the target base station is a subway station scene a, the server generates a target scene identification code a 10.25.1 according to the subway station scene a, and 10.25.1 corresponds to the subway station scene a.

In a possible implementation manner, the server may process the scene information according to a hash algorithm to generate the target scene identification code.

It should be noted that, in the process of generating the target scene identification code by processing the scene information according to the hash algorithm, reference may be made to a manner of processing the data information according to the hash algorithm and generating the identification code in the conventional technology, which is not described herein again.

S203, the server determines whether a first corresponding relation exists in the first preset identification relation.

The first preset identification relationship is used for indicating the corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is the corresponding relationship between the target scene identification code and the first energy-saving strategy.

It should be noted that, in the embodiment of the present application, the energy saving policy may include symbol turning off, channel turning off, carrier turning off, and deep sleep.

Illustratively, the first preset identification relationship includes: a correspondence relationship a, a correspondence relationship B, and a correspondence relationship C. The corresponding relationship a is the corresponding relationship between 1.0.10.1 (i.e., scene identification code) and symbol turn-off (i.e., energy saving policy), the corresponding relationship B is the corresponding relationship between 1.0.10.2 (i.e., scene identification code) and channel turn-off (i.e., energy saving policy), and the corresponding relationship C is the corresponding relationship between 1.0.10.3 (i.e., scene identification code) and carrier turn-off (i.e., energy saving policy). If the target scene identification code is 1.0.10.1 and the first energy-saving strategy is symbol turn-off, the first corresponding relationship is a corresponding relationship a.

In a possible implementation manner, a first preset identification relationship is stored in the server. The server may determine whether a first corresponding relationship exists in the first preset identification relationship according to the target scene identification code. If the first corresponding relationship exists in the first preset identifier relationship, the server executes S204.

Illustratively, the server stores a first preset identifier relationship, where the first preset identifier relationship includes: a correspondence relationship a, a correspondence relationship B, and a correspondence relationship C. Wherein, the corresponding relationship a is the corresponding relationship between 1.0.10.1 (i.e. scene identification code) and symbol turn-off (i.e. energy-saving strategy), the corresponding relationship B is the corresponding relationship between 1.0.10.2 (i.e. scene identification code) and channel turn-off (i.e. energy-saving strategy), and the corresponding relationship C is the corresponding relationship between 1.0.10.3 (i.e. scene identification code) and carrier turn-off (i.e. energy-saving strategy). If the target scene identification code is 1.0.10.2, the server determines that the first corresponding relationship is the corresponding relationship B, and the first corresponding relationship exists in the first preset identification relationship, and the server performs S204.

S204, the server determines a first energy-saving strategy according to the target scene identification code and the first corresponding relation.

Illustratively, the target scene identification code is 1.0.11.1, and the first correspondence is a correspondence between 1.0.11.1 (i.e., the scene identification code) and deep sleep (i.e., the energy saving policy), the server determines that the first energy saving policy is deep sleep.

S205, the server sends a first message to the target base station.

The first message comprises a first energy-saving strategy, and the first message is used for indicating the target base station to execute the first energy-saving strategy.

Illustratively, the first message includes a first power saving policy, wherein the first power saving policy is deep sleep. The target base station receiving the first message performs deep sleep.

The technical scheme provided by the embodiment at least has the following beneficial effects: the server may obtain a first engineering parameter of the target base station, where the first engineering parameter includes scene information of the target base station. And then, the server can generate the target scene identification code of the target base station according to the scene information in the first engineering parameters. And the server can determine whether a first corresponding relationship exists in the first preset identification relationship according to the target scene identification code. The server stores a first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy. And if the first corresponding relation exists in the first preset identification relation, the server determines a first energy-saving strategy according to the target scene identification code and the first corresponding relation. And then, the server sends a first message to the target base station, wherein the first message comprises a first energy-saving strategy, and the first message is used for indicating the target base station to execute the first energy-saving strategy. That is, the server may determine the first energy-saving policy to be adopted by the target base station according to the context information of the target base station. Therefore, the server can reduce the steps of determining the first energy-saving strategy according to the load performance data, the service quality information, the engineering parameters and the measurement report of the target base station, reduce the time for configuring the energy-saving strategy for the target base station and improve the energy-saving efficiency of the target base station.

In some embodiments, as shown in fig. 3, if there is no first corresponding relationship in the first preset identification relationship, after S203, the matching method of the energy saving policy further includes S301-S302.

S301, the server obtains first load performance data, first quality of service information and a first measurement report of the target base station.

The first load performance data is used for indicating the energy consumption of the target base station for processing the service at the current moment, the first service quality Information comprises a Committed Information Rate (CIR) and a Peak Information Rate (PIR), the first service quality Information is used for indicating the Information transmission Rate (CIR) of the target base station in a normal state and the maximum Information transmission Rate (PIR) of the received Information, the first measurement report comprises the traffic Information and the user quantity Information, and the first measurement report is used for network evaluation and optimization of the target base station by the server.

Illustratively, the first load performance data of the target base station acquired by the server is 50 kw/h, the CIR in the first service quality information is 12 bits/s, the PIR is 25 bits/s, the traffic information in the first measurement report is 120 bits, and the user number information is 35.

S302, the server determines a first energy-saving strategy according to the first engineering parameter, the first load performance data, the first service quality information and the first measurement report of the target base station.

In a possible implementation manner, the server may input the first engineering parameter, the first load performance data, the first quality of service information, and the first measurement report of the target base station into the energy saving policy generation model, and determine the first energy saving policy. The energy-saving strategy generation model is used for generating an energy-saving strategy.

It should be noted that the energy-saving policy generation model is not limited in the embodiments of the present application. For example, the energy-saving strategy generation model may be composed of a convolutional neural network algorithm and a cyclic neural network algorithm. For another example, the energy-saving strategy generation model may be composed of a dual propagation neural network algorithm and a recurrent neural network algorithm.

In another possible implementation manner, the server may input the first engineering parameter, the first load performance data, the first quality of service information, and the first measurement report of the target base station into the traffic prediction model, and generate prediction data. And the predicted data is the service flow data of the target base station.

It should be noted that, in the embodiment of the present application, the service flow prediction model is not limited. For example, the traffic prediction model may be composed of a Long Short-Term Memory (LSTM) algorithm and a Light Gradient Boosting Machine (Light GBM) algorithm. As another example, the traffic prediction model may be composed of a Holt-Winters (Holt-Winters) algorithm and a Logistic Regression (Logistic Regression) algorithm.

The server may then input the prediction data into an energy conservation strategy generation model to determine a first energy conservation strategy.

In one possible implementation manner, after the server determines the first energy-saving policy according to the first engineering parameter of the target base station, the first load performance data, the first quality of service information, and the first measurement report, the server performs S205.

It can be understood that, in the case that the first corresponding relationship does not exist in the first preset identification relationship, the server may determine the first energy-saving policy by obtaining the first load performance data, the first quality of service information, and the first measurement report of the target base station, so as to implement matching the energy-saving policy for the target base station.

In some embodiments, as shown in fig. 4, after S302, the matching method of the energy saving policy may further include S401.

S401, the server updates the first preset identification relation according to the target scene identification code and the first energy-saving strategy, and generates a second preset identification relation.

The second preset identification relationship comprises a first preset identification relationship and a first corresponding relationship.

Illustratively, the first preset identifier relationship includes a corresponding relationship a and a corresponding relationship B, the first corresponding relationship is a corresponding relationship C, and the second preset identifier relationship includes a corresponding relationship a, a corresponding relationship B and a corresponding relationship C.

In a possible implementation manner, the server may generate the first corresponding relationship according to the target scene identification code and the first energy-saving policy. Then, the server may add the first corresponding relationship to the first preset identifier relationship to generate a second preset identifier relationship.

Illustratively, the first preset identifier relationship includes a corresponding relationship a and a corresponding relationship B, the target scene identifier code is 1.0.2.10, and the first energy-saving policy is deep sleep, and the server generates a corresponding relationship C (i.e., a first corresponding relationship). Wherein the corresponding relation C is the corresponding relation between 1.0.2.10 and the deep sleep. And if the server adds the first corresponding relation into the first preset identification relation, generating a second preset identification relation. The second preset identification relationship comprises a corresponding relationship A, a corresponding relationship B and a corresponding relationship C.

It should be noted that, in the embodiment of the present application, the order of executing S205 and S401 is not limited. For example, the server may perform S205 first and then S401. For another example, the server may perform S401 first and then S205. For another example, the server may perform S205 and S401 simultaneously.

It can be understood that, in a case that the first corresponding relationship does not exist in the first preset identification relationship, the server may generate the first corresponding relationship according to the target scene identification code and the first energy-saving policy. Then, the server can add the first corresponding relation into the first preset identification relation, update of the first preset identification relation is completed, and then a second preset identification relation is generated, so that more corresponding relations are provided for the subsequent server to match the energy-saving strategy for the base station, the time for the server to configure the energy-saving strategy for the base station is shortened, and the energy-saving efficiency of the base station is improved.

In some embodiments, as shown in fig. 5, after S205, the matching method of the energy saving policy may further include S501-S505.

S501, the server obtains the user perception index and the second service quality information.

Wherein, the user perception index (QoE) is used to reflect the difference between the Quality of the network and the service after the target base station executes the first energy-saving strategy and the Quality of the network and the service expected by the user terminal served by the target base station. The second service quality information is the service quality information after the target base station executes the first energy-saving strategy.

Illustratively, the QoE obtained by the server is 4, the CIR in the second quality of service information is 10 bits/sec, and the PIR is 26 bits/sec.

In one possible implementation, the server may receive the user perception index and the second quality of service information from the base station.

S502, the server determines whether the user perception index and the second service quality information meet preset quality conditions.

The preset quality condition is used for indicating the requirement of the user terminal served by the target base station.

In one possible implementation, the server stores preset quality conditions. The server can determine whether the user perception index and the service quality information meet the preset quality condition according to the preset quality condition. And if the server determines that the user perception index and the service quality information meet the preset quality condition, the server instructs the target base station to continue to execute the first energy-saving strategy. If the server determines that the user perception index and the service quality information do not satisfy the preset quality condition, the server executes S503.

Illustratively, the preset quality conditions include: the minimum user perception indicator is 3, the minimum CIR is 5 bits/second and the maximum PIR is 12 bits/second. If the user perception index of the target base station acquired by the server is 3.5, the CIR is 5.3 bits/second and the PIR is 10 bits/second, the server determines that the user perception index and the service quality information of the target base station meet the preset quality condition, and the server instructs the target base station to continue to execute the first energy-saving strategy. If the user perception index of the target base station acquired by the server is 1, the CIR is 4.5 bits/second and the PIR is 15 bits/second, the server determines that the user perception index and the service quality information of the target base station do not meet the preset quality condition, and the server executes S503.

S503, the server obtains a second measurement report, second load performance data and second engineering parameters of the target base station.

The second measurement report is a measurement report after the target base station executes the first energy-saving strategy, the second load performance data is load performance data after the target base station executes the first energy-saving strategy, and the second engineering parameter is an engineering parameter after the target base station executes the first energy-saving strategy.

S504, the server determines a second energy-saving strategy according to the second measurement report of the target base station, the second load performance data, the second service quality information and the second engineering parameter.

It should be noted that, the specific method for the server to determine the second energy saving policy according to the second measurement report, the second load performance data, the second qos information, and the second engineering parameter of the target base station may refer to the first engineering parameter, the first load performance data, the first qos information, and the first measurement report of the target base station of the server in the foregoing embodiment, and a method for determining the first energy saving policy (i.e., S302), which is not described herein again in this embodiment of the present application.

And S505, the server sends a second message to the target base station.

And the second message comprises a second energy-saving strategy, and the second message is used for indicating the target base station to execute the second energy-saving strategy.

It should be noted that, for a specific method for instructing the target base station to execute the second energy-saving policy by the second message, reference may be made to the method for instructing the target base station to execute the first energy-saving policy by the first message in the foregoing embodiment, which is not described herein again in this embodiment of the application.

It is understood that the server may obtain the user perception index and the second quality of service information of the target base station. Then, the server may determine whether the user perception index and the second service quality information satisfy the preset quality condition according to the preset quality condition. And if the server determines that the user perception index and the second service quality information do not meet the preset quality condition, the server acquires a second measurement report, second load performance data and second engineering parameters of the target base station, and further determines a second energy-saving strategy. The server matches the energy-saving strategy for the target base station under the condition of meeting the requirement of the user terminal served by the target base station.

In some embodiments, the target scenario identification code may correspond to a plurality of energy saving policies. That is, the first correspondence may be a correspondence between the target scene identification code and the plurality of energy saving policies.

Illustratively, as shown in fig. 6, the first corresponding relationship includes a target scene identification code 601 and a plurality of energy-saving policies. The target scene identification code 601 is a123D, and the plurality of energy-saving strategies include: symbol off 602, channel off 603, carrier off 604, and deep sleep 605.

In one possible implementation, the first message may include a plurality of energy-saving policies corresponding to the target scenario identification code. The server may obtain a plurality of first service information, where the first service information includes a user perception index and service quality information, the first service information is service information after the target base station executes an energy-saving policy, and the plurality of first service information corresponds to the plurality of energy-saving policies. And then, the server takes an energy-saving strategy corresponding to second service information as a first energy-saving strategy, wherein the second service information is the service information meeting the preset quality condition in the plurality of first service information.

Illustratively, the first message includes a plurality of energy-saving policies corresponding to the target scenario identification code, and the server may obtain a plurality of first service information. Wherein the plurality of energy saving strategies comprises: the method comprises the steps of symbol turning-off and deep sleep, wherein a plurality of first service messages comprise service message A and service message B, the service message A is the service message after the target base station executes symbol turning-off, the service message B is the service message after the target base station executes deep sleep, the user perception index of the service message A is 2.5, the service quality message is 3.9, the user perception index of the service message B is 5, and the service quality message is 7. If the preset quality conditions include: and if the minimum user perception index 3 and the minimum service quality information 4 are obtained, the server determines that the service information B meets a preset quality condition, the second service information is the service information B, and the server takes an energy-saving strategy (namely deep dormancy) corresponding to the service information B as a first energy-saving strategy.

Optionally, when a plurality of second service information exists (that is, when all of the plurality of first service information satisfy the preset quality condition), the server may obtain a plurality of first energy consumption parameters, where the first energy consumption parameter is an energy consumption parameter of the target base station after executing a third energy saving policy, the third energy saving policy is an energy saving policy corresponding to the second service information, and the plurality of first energy consumption parameters correspond to the plurality of third energy saving policies. And then, the server takes a third energy-saving strategy corresponding to the second energy-consumption parameter as the first energy-saving strategy, wherein the second energy-consumption parameter is the minimum energy-consumption parameter in the plurality of first energy-consumption parameters.

Illustratively, the plurality of second service information includes service information a, service information B, and service information C, and the server obtains the first energy consumption parameter a, the first energy consumption parameter B, and the first energy consumption parameter C. The energy-saving strategy corresponding to the service information a is a third energy-saving strategy a, the energy-saving strategy corresponding to the service information B is a third energy-saving strategy B, the energy-saving strategy corresponding to the service information C is a third energy-saving strategy C, the first energy consumption parameter a is an energy consumption parameter of the target base station after the third energy-saving strategy a is executed, the first energy consumption parameter B is an energy consumption parameter of the target base station after the third energy-saving strategy B is executed, the first energy consumption parameter C is an energy consumption parameter of the target base station after the third energy-saving strategy C is executed, the third energy-saving strategy a is symbol turn-off, the third energy-saving strategy B is carrier turn-off, and the third energy-saving strategy C is deep sleep. If the first energy consumption parameter A is 1 kilowatt/hour, the first energy consumption parameter B is 1.1 kilowatt/hour and the first energy consumption parameter C is 0.9 kilowatt/hour, the server determines that the second energy consumption parameter is the first energy consumption parameter C, and the server takes a third energy saving strategy C (namely deep dormancy) corresponding to the first energy consumption parameter C as the first energy saving strategy.

In another possible implementation manner, the server may sequentially send a first message including an energy-saving policy of the multiple energy-saving policies corresponding to the target scene identification code to the target base station, until the server determines that the third service information acquired by the server meets the preset quality condition, the server does not send the first message to the target base station any more, and the fourth energy-saving policy is the first energy-saving policy. The third service information comprises a user perception index and service quality information, the third service information is service information after the target base station executes a fourth energy-saving strategy, the third service information corresponds to the fourth energy-saving strategy, and the fourth energy-saving strategy is any one of a plurality of energy-saving strategies corresponding to the target scene identification code.

Illustratively, the plurality of energy-saving strategies corresponding to the target scene identification code include symbol turn-off, carrier turn-off and deep sleep, and the preset quality condition includes: minimum user perception index 4 and minimum quality of service information 7. The server sends a first message including a symbol off to the target base station. And then, the server acquires service information A, wherein the service information A is the service information after the target base station executes symbol turn-off, and the service information A corresponds to the symbol turn-off. If the user perception index of the service information A is 2.5 and the service quality information is 3.9, the server determines that the service information A does not meet the preset quality condition, and the server sends a first message comprising carrier cut-off to the target base station. And then, the server acquires service information B, wherein the service information B is the service information after the target base station executes carrier cut-off, and the service information B corresponds to the carrier cut-off. If the user perception index of the service information B is 4.2 and the service quality information is 9, the server determines that the service information B meets the preset quality condition, the service information B is third service information, the carrier is turned off to be a fourth energy-saving strategy, and the server turns off the carrier to be the first energy-saving strategy. And the server no longer sends the first message to the target base station.

In a possible implementation manner, in case that none of the plurality of first service information satisfies the preset quality condition, the server performs S503-S505.

It is to be understood that, in the case that the target scene identification code corresponds to a plurality of energy saving policies, the server may transmit a first message including the plurality of energy saving policies corresponding to the target scene identification code to the target base station. Then, the server may determine that the first energy-saving policy is an energy-saving policy with the minimum energy consumption parameter that the user perception index and the service quality information of the target base station after the energy-saving policy is executed meet the preset quality condition, so as to implement matching of the energy-saving policy for the target base station. Or, under the condition that the target scene identification code corresponds to the plurality of energy-saving strategies, the server may sequentially send a first message including the energy-saving strategies corresponding to the target scene identification code to the target base station until the server determines that the user perception index and the service quality information, acquired by the server, of the target base station after the energy-saving strategies are executed meet a preset quality condition, and then determines that the first energy-saving strategy is the energy-saving strategy, so that the target base station is matched with the energy-saving strategy. And under the condition that the target scene identification code corresponds to the plurality of energy-saving strategies, if the user perception index and the service quality information of the target base station after executing each energy-saving strategy in the plurality of energy-saving strategies do not meet the preset quality condition, the server acquires a second measurement report, second load performance data and second engineering parameters of the target base station, and further determines the second energy-saving strategy. The energy-saving strategy is matched for the target base station by the server under the condition that the requirement of the user terminal served by the target base station is met.

In the embodiment of the present application, the matching apparatus of the energy saving policy may be divided into functional modules according to the method example, for example, each functional module may be divided corresponding to each function, or two or more functions may be integrated into one processing module. The integrated module can be realized in a hardware mode, and can also be realized in a software functional module mode. It should be noted that, in the embodiment of the present application, the division of the module is schematic, and is only one logic function division, and there may be another division manner in actual implementation.

Fig. 7 is a block diagram illustrating a matching apparatus of an energy saving policy according to an exemplary embodiment. Referring to fig. 7, the matching apparatus 700 of the energy saving policy includes an obtaining and sending module 701, an obtaining module 702, and a processing module 703.

An obtaining module 702 is configured to obtain a first engineering parameter of a target base station, where the first engineering parameter includes scene information of the target base station. The processing module 703 is configured to generate a target scene identifier of the target base station according to the scene information of the target base station. The processing module 703 is further configured to determine a first energy saving policy according to the target scene identification code and the first corresponding relationship if the first preset identification relationship has the first corresponding relationship. The network device stores a first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between the scene identification code and the energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy. A sending module 701, configured to send a first message to a target base station, where the first message includes a first energy saving policy, and the first message is used to instruct the target base station to execute the first energy saving policy.

Optionally, the obtaining module 702 is further configured to obtain the first load performance data, the first quality of service information, and the first measurement report of the target base station if the first corresponding relationship does not exist in the first preset identification relationship. The processing module 703 is further configured to determine a first energy saving policy according to the first engineering parameter of the target base station, the first load performance data, the first quality of service information, and the first measurement report.

Optionally, the processing module 703 is further configured to update the first preset identifier relationship according to the target scene identifier and the first energy-saving policy, and generate a second preset identifier relationship, where the second preset identifier relationship includes: the first preset identification relationship and the first corresponding relationship.

Optionally, the obtaining module 702 is configured to obtain the user perception index and the service quality information. The obtaining module 702 is further configured to obtain a second measurement report, second load performance data, second quality of service information, and a second engineering parameter of the target base station if the user awareness index and the quality of service information do not satisfy the preset quality condition, where the second measurement report is a measurement report after the target base station executes the first energy saving policy, the second load performance data is load performance data after the target base station executes the first energy saving policy, the second quality of service information is service quality information after the target base station executes the first energy saving policy, and the second engineering parameter is an engineering parameter after the target base station executes the first energy saving policy. The processing module 703 is further configured to determine a second energy saving policy according to the second measurement report of the target base station, the second load performance data, the second quality of service information, and the second engineering parameter. The sending module 701 is further configured to send a second message to the target base station, where the second message includes a second energy-saving policy, and the second message is used to instruct the target base station to execute the second energy-saving policy.

Fig. 8 is a diagram illustrating a hardware configuration of a matching device for a power saving policy according to an exemplary embodiment. The matching device of the energy-saving policy may include a processor 802, and the processor 802 is configured to execute application program codes, so as to implement the matching method of the energy-saving policy in the present application.

The processor 802 may be a Central Processing Unit (CPU), a microprocessor, an application-specific integrated circuit (ASIC), or one or more ics for controlling the execution of programs in accordance with the teachings of the present disclosure.

As shown in fig. 8, the matching device of the power saving policy may further include a memory 803. The memory 803 is used for storing application program codes for executing the scheme of the application, and the execution of the application program codes is controlled by the processor 802.

The memory 803 may be, but is not limited to, a read-only memory (ROM) or other type of static storage device that can store static information and instructions, a Random Access Memory (RAM) or other type of dynamic storage device that can store information and instructions, an electrically erasable programmable read-only memory (EEPROM), a compact disk read-only memory (CD-ROM) or other optical disk storage, optical disk storage (including compact disk, laser disk, optical disk, digital versatile disk, blu-ray disk, etc.), magnetic disk storage or other magnetic storage devices, or any other medium that can be used to carry or store desired program code in the form of instructions or data structures and that can be accessed by a computer. The memory 803 may be self-contained and coupled to the processor 802 via the bus 804. The memory 803 may also be integrated with the processor 802.

As shown in fig. 8, the matching device of the energy saving policy may further include a communication interface 801, wherein the communication interface 801, the processor 802, and the memory 803 may be coupled to each other, for example, via a bus 804. The communication interface 801 is used for information interaction with other devices, for example, information interaction between a matching device supporting a power saving policy and other devices.

It is noted that the device configuration shown in fig. 8 does not constitute a definition of the matching device of the energy saving strategy, which may comprise more or less components than those shown in fig. 8, or some components in combination, or a different arrangement of components than those shown in fig. 8.

In actual implementation, the functions implemented by the processing module 703 can be implemented by the processor 802 shown in fig. 8 calling program code in the memory 803.

The present application also provides a computer-readable storage medium, on which instructions are stored, and when the instructions in the computer-readable storage medium are executed by a processor of a computer device, the instructions enable a computer to execute the matching method of the energy saving policy provided by the above-described illustrated embodiment. For example, the computer-readable storage medium may be the memory 803 including instructions executable by the processor 802 of the computer device to perform the above-described method. Alternatively, the computer readable storage medium may be a non-transitory computer readable storage medium, for example, the non-transitory computer readable storage medium may be a ROM, a RAM, a CD-ROM, a magnetic tape, a floppy disk, an optical data storage device, and the like.

Fig. 9 schematically illustrates a conceptual partial view of a computer program product comprising a computer program for executing a computer process on a computing device provided by an embodiment of the application.

In one embodiment, the computer program product is provided using a signal bearing medium 900. The signal bearing medium 900 may include one or more program instructions that, when executed by one or more processors, may provide the functions or portions of the functions described above with respect to fig. 2, 3, 4, and 5. Thus, for example, referring to the embodiment shown in FIG. 2, one or more features of S201-S205 may be undertaken by one or more instructions associated with the signal bearing medium 900. Further, the program instructions in FIG. 9 also describe example instructions.

In some examples, signal bearing medium 900 may comprise a computer readable medium 901, such as, but not limited to, a hard disk drive, a Compact Disc (CD), a Digital Video Disc (DVD), a digital tape, a memory, a read-only memory (ROM), a Random Access Memory (RAM), or the like.

In some embodiments, the signal bearing medium 900 may comprise a computer recordable medium 902 such as, but not limited to, a memory, a read/write (R/W) CD, a R/W DVD, and the like.

In some implementations, the signal bearing medium 900 may include a communication medium 903, such as, but not limited to, a digital and/or analog communication medium (e.g., a fiber optic cable, a waveguide, a wired communications link, a wireless communication link, etc.).

The signal bearing medium 900 may be conveyed by a wireless form of communication medium 903. The one or more program instructions may be, for example, computer-executable instructions or logic-implementing instructions.

In some examples, a matching apparatus of an energy conservation policy, such as described with respect to fig. 7, may be configured to provide various operations, functions, or actions in response to being programmed by one or more program instructions in computer-readable medium 901, computer-recordable medium 902, and/or communication medium 903.

It can be clearly understood by those skilled in the art from the foregoing description of the embodiments that, for convenience and simplicity of description, only the division of the functional modules is illustrated, and in practical applications, the above function allocation may be performed by different functional modules as needed, that is, the internal structure of the apparatus may be divided into different functional modules to perform the above-described whole classification part or part of the functions.

In the several embodiments provided in the present application, it should be understood that the disclosed apparatus and method may be implemented in other ways. For example, the above-described embodiments of the apparatus are merely illustrative, and for example, a module or a unit may be divided into only one logic function, and may be implemented in other ways, for example, a plurality of units or components may be combined or integrated into another apparatus, or some features may be omitted, or not executed. In addition, the shown or discussed mutual coupling or direct coupling or communication connection may be an indirect coupling or communication connection through some interfaces, devices or units, and may be in an electrical, mechanical or other form.

The units described as separate parts may or may not be physically separate, and parts displayed as units may be one physical unit or a plurality of physical units, may be located in one place, or may be distributed to a plurality of different places. The purpose of the scheme of the embodiment can be realized by selecting a part of or a whole classification part unit according to actual needs.

In addition, functional units in the embodiments of the present application may be integrated into one processing unit, or each unit may exist alone physically, or two or more units are integrated into one unit. The integrated unit can be realized in a form of hardware, and can also be realized in a form of a software functional unit.

The integrated unit, if implemented as a software functional unit and sold or used as a separate product, may be stored in a readable storage medium. Based on such understanding, the technical solutions of the embodiments of the present application, or portions thereof that substantially contribute to the prior art, or the whole classification part or portions thereof, may be embodied in the form of a software product, which is stored in a storage medium and includes several instructions for enabling a device (which may be a single chip, a chip, etc.) or a processor (processor) to execute the whole classification part or some steps of the methods of the embodiments of the present application. The storage medium includes various media capable of storing program codes, such as a U disk, a removable hard disk, a ROM, a RAM, a magnetic disk or an optical disk.

The above is only an embodiment of the present application, but the scope of the present application is not limited thereto, and any changes or substitutions within the technical scope of the present disclosure should be covered by the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.

Claims

1. A matching method of energy-saving strategies is applied to network equipment, and the method comprises the following steps:

acquiring first engineering parameters of a target base station, wherein the first engineering parameters comprise scene information of the target base station;

generating a target scene identification code of the target base station according to the scene information of the target base station;

if a first corresponding relation exists in a first preset identification relation, determining a first energy-saving strategy according to the target scene identification code and the first corresponding relation; the network device stores the first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between a scene identification code and an energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy;

sending a first message to the target base station, wherein the first message comprises the first energy-saving strategy, and the first message is used for instructing the target base station to execute the first energy-saving strategy.

2. The method of claim 1, further comprising:

if the first corresponding relation does not exist in the first preset identification relation, acquiring first load performance data, first service quality information and a first measurement report of the target base station;

inputting the first engineering parameter, the first load performance data, the first quality of service information and the first measurement report of the target base station into an energy-saving strategy generation model, and determining the first energy-saving strategy.

3. The method of claim 2, wherein after the determining the first power saving strategy, the method further comprises:

updating the first preset identification relationship according to the target scene identification code and the first energy-saving strategy to generate a second preset identification relationship, wherein the second preset identification relationship comprises: the first preset identification relationship and the first corresponding relationship.

4. The method according to any of claims 1-3, wherein after said sending the first message to the target base station, the method further comprises:

acquiring a user perception index and second service quality information, wherein the second service quality information is the service quality information after the target base station executes the first energy-saving strategy;

if the user perception index and the second service quality information do not meet a preset quality condition, acquiring a second measurement report, second load performance data and a second engineering parameter of the target base station, wherein the second measurement report is a measurement report after the target base station executes the first energy-saving strategy, the second load performance data is load performance data after the target base station executes the first energy-saving strategy, and the second engineering parameter is an engineering parameter after the target base station executes the first energy-saving strategy;

determining a second energy-saving strategy according to the second measurement report of the target base station, the second load performance data, the second service quality information and the second engineering parameter;

and sending a second message to the target base station, wherein the second message comprises the second energy-saving strategy, and the second message is used for instructing the target base station to execute the second energy-saving strategy.

5. The method according to any of claims 1-3, wherein the energy saving strategy comprises: symbol turning off, channel turning off, carrier turning off and deep sleep.

6. An apparatus for matching power saving policies, applied to a network device, the apparatus comprising:

the system comprises an acquisition module, a processing module and a processing module, wherein the acquisition module is used for acquiring a first engineering parameter of a target base station, and the first engineering parameter comprises scene information of the target base station;

the processing module is used for generating a target scene identification code of the target base station according to the scene information of the target base station;

the processing module is further configured to determine a first energy-saving strategy according to the target scene identification code and the first corresponding relationship if the first corresponding relationship exists in the first preset identification relationship; the network device stores the first preset identification relationship, the first preset identification relationship is used for indicating a corresponding relationship between a scene identification code and an energy-saving strategy, and the first corresponding relationship is a corresponding relationship between the target scene identification code and the first energy-saving strategy;

a sending module, configured to send a first message to the target base station, where the first message includes the first energy-saving policy, and the first message is used to instruct the target base station to execute the first energy-saving policy.

7. The apparatus of claim 6,

the obtaining module is further configured to obtain first load performance data, first quality of service information, and a first measurement report of the target base station if the first corresponding relationship does not exist in the first preset identification relationship;

the processing module is further configured to determine the first energy-saving policy according to the first engineering parameter of the target base station, the first load performance data, the first quality of service information, and the first measurement report.

8. The apparatus of claim 7,

the processing module is further configured to update the first preset identifier relationship according to the target scene identifier and the first energy-saving policy, and generate a second preset identifier relationship, where the second preset identifier relationship includes: the first preset identification relationship and the first corresponding relationship.

9. The apparatus according to any one of claims 6-8,

the obtaining module is configured to obtain a user perception index and second service quality information, where the second service quality information is the service quality information after the target base station executes the first energy saving policy;

the obtaining module is further configured to obtain a second measurement report, second load performance data, and a second engineering parameter of the target base station if the user awareness index and the second service quality information do not satisfy a preset quality condition, where the second measurement report is a measurement report after the target base station executes the first energy saving policy, the second load performance data is load performance data after the target base station executes the first energy saving policy, and the second engineering parameter is an engineering parameter after the target base station executes the first energy saving policy;

the processing module is further configured to determine a second energy saving policy according to the second measurement report of the target base station, the second load performance data, the second quality of service information, and the second engineering parameter;

the sending module is further configured to send a second message to the target base station, where the second message includes the second energy-saving policy, and the second message is used to instruct the target base station to execute the second energy-saving policy.

10. The apparatus according to any of claims 6-8, wherein the power saving strategy comprises: symbol turning off, channel turning off, carrier turning off and deep sleep.

11. An apparatus for matching power saving policies, comprising: a processor and a memory; the processor and the memory are coupled; the memory is used for storing one or more programs, and the one or more programs comprise computer-executable instructions, and when the matching device of the energy-saving strategy runs, the processor executes the computer-executable instructions stored in the memory, so that the matching device of the energy-saving strategy executes the matching method of the energy-saving strategy according to any one of claims 1-5.

12. A computer-readable storage medium having instructions stored therein, wherein when the instructions are executed by a computer, the computer performs the matching method of the energy saving policy according to any one of claims 1 to 5.

13. A computer program product comprising a computer program, characterized in that the computer program, when being executed by a processor, implements the matching method of the energy saving strategy according to any one of claims 1-5.