Warning method and system for wireless transmitting station with closed-loop logic

Abstract

The invention provides a wireless transmitting station alarm method with closed-loop logic and a system thereof. The wireless transmitting station alarm method comprises the following steps: constructing a local vector knowledge base according to existing alarm information; acquiring a real-time alarm, and calling push target information and disposal information matched with the real-time alarm from a local vector knowledge base; pushing the processing information to the mobile phone end of the current watchkeeper according to the pushing target information; and obtaining feedback information of the current watchkeeper, inputting the feedback information into the local vector knowledge base, and updating the local vector knowledge base. The invention solves the technical problems that when a wireless transmission system has a fault alarm, a traditional alarm mode often only prompts the occurrence of a fault simply, and a subsequent disposal mode highly depends on artificial experience, is low in efficiency and is easy to cause omissions.

Description

Technical Field

[0001] This invention relates to the field of equipment operation and maintenance technology, and more specifically, to a wireless transmitter alarm method and system with closed-loop logic. Background Technology

[0002] The advent of radio communication, such as wireless telegraphy, marked the beginning of wireless transmission. Subsequently, analog wireless technologies such as AM broadcasting, FM broadcasting, and television transmission systems developed, employing different modulation methods to transmit audio and video signals. At the end of the 20th century, digital wireless technology emerged, with systems like GSM and wireless LANs using advanced modulation and media access control protocols to achieve high-speed, reliable data transmission. Modern software-defined radio technology allows for flexible configuration of wireless communication standards and protocols; multi-antenna technology improves channel capacity and signal reliability; cognitive radio technology adapts to spectrum sharing requirements; satellite communication technology overcomes spatial and distance limitations; and IoT wireless transmission technology meets the demands for low power consumption, long distance, and high capacity.

[0003] However, the relevant technologies have at least one of the following problems: when a fault alarm occurs in the wireless transmission system, the traditional alarm method often only simply indicates that a fault has occurred, and the subsequent handling method relies heavily on human experience, which is inefficient and prone to oversight. Summary of the Invention

[0004] The technical problem solved by this invention is that when a fault alarm occurs in a wireless transmission system, traditional alarm methods often only simply indicate that a fault has occurred, and subsequent handling methods rely heavily on human experience, which is inefficient and prone to oversights.

[0005] To address the aforementioned issues, this invention provides a wireless transmitter station alarm method with closed-loop logic, comprising: constructing a local vector knowledge base based on existing alarm information; acquiring real-time alarms and retrieving push target information and handling information matching the real-time alarms from the local vector knowledge base; pushing the handling information to the mobile terminal of the current duty officer based on the push target information; acquiring feedback information from the current duty officer and recording the feedback information into the local vector knowledge base, and updating the local vector knowledge base.

[0006] Compared with existing technologies, the technical effects achieved by this solution are as follows: Compared with existing technologies that simply indicate the occurrence of a fault, this invention achieves efficient integration and storage of existing alarm information by constructing a local vector knowledge base, facilitating rapid retrieval and query; it acquires real-time alarms and retrieves push target information and handling information matching the real-time alarms, and pushes the handling information to the mobile phone of the current duty officer based on the push target information, ensuring that the current duty officer can quickly obtain the handling information when an alarm occurs, eliminating the need for the current duty officer to troubleshoot the fault on-site, and enabling direct processing of real-time alarms based on the handling information, thus improving the efficiency of alarm handling; by acquiring feedback information from the current duty officer and recording the feedback information into the local vector knowledge base, the local vector knowledge base is updated, forming a closed-loop management system, continuously improving the accuracy and effectiveness of handling information, thereby improving the operating efficiency and reliability of the wireless transmitter station, reducing alarm handling costs, and enhancing the system's intelligence and adaptability.

[0007] In one embodiment of the present invention, a local vector knowledge base is constructed based on existing alarm information, including: organizing and classifying alarm information and generating an alarm classification library; writing handling information corresponding to each type of alarm information in the alarm classification library, and organizing the alarm information and the corresponding handling information in the form of question-and-answer pairs to form a question-and-answer pair database; and importing the question-and-answer pair database into the vector model of the local large language model framework for vectorization to form a local vector knowledge base.

[0008] Compared with existing technologies, the technical effects achieved by this solution are as follows: Alarm information is organized and categorized to generate an alarm classification library, making the alarm information more organized and structured, facilitating rapid retrieval and matching; corresponding handling information is written for each type of alarm, and the alarm information and corresponding handling information are organized in a question-and-answer pair format, improving readability and usability; the question-and-answer pair database is vectorized using the vector model of the local large language model framework, forming a local vector knowledge base for efficient retrieval and intelligent matching, fully leveraging the intelligent advantages of the large language model, providing strong support for rapid and accurate alarm handling, significantly improving the system's intelligence level and response speed, and enhancing the overall efficiency and quality of alarm processing.

[0009] In one embodiment of the present invention, obtaining real-time alarms and retrieving push target information and handling information matching the real-time alarms from a local vector knowledge base includes: obtaining slice information from the local vector knowledge base based on the real-time alarms and generating prompt words; communicating with the backend big model through the slice information and prompt words to obtain handling information; and calling the backend big model to look up the duty information table based on the station to which the real-time alarms belong to in order to obtain push target information.

[0010] Compared with existing technologies, the technical effects achieved by adopting this solution are as follows: By obtaining slice information from the local vector knowledge base based on real-time alarms and generating prompt words, and combining it with the large dialogue backend model, it can obtain matching handling information according to the specific situation of the real-time alarm, improving the accuracy and intelligence of handling information matching; by searching the duty information table based on the station to which the real-time alarm belongs to obtain the target information for push, it ensures that the alarm information can be pushed to the current duty officer in a timely manner, avoiding delays and errors in information transmission, improving the timeliness and effectiveness of alarm handling, and enhancing the system's collaborative working capabilities.

[0011] In one embodiment of the present invention, before pushing the handling information to the mobile phone of the current duty officer according to the push target information, the wireless transmitting station alarm method further includes: classifying real-time alarms according to their sources; if the real-time alarm comes from a first type of alarm source, then the handling information is pushed separately; if the real-time alarm comes from a second type of alarm source, then the handling information is entered into a first database; and within a first time, the stations in the first database where real-time alarms occur are counted, and the handling information within the same station is merged and pushed uniformly; wherein, the first type of alarm source includes: transmitters, power equipment, environmental equipment, links, and antenna feeders; the second type of alarm source includes: network equipment, signal sources, and demodulation signals.

[0012] Compared with existing technologies, the technical effects achieved by this solution are as follows: Real-time alarms are classified, and separate and combined push strategies are adopted for the first and second types of alarm sources, respectively; separate push ensures that alarms from critical equipment and systems are communicated in a timely manner, enabling on-duty personnel to quickly focus on key issues and take timely measures; combined push integrates alarm information within the same station, reduces information redundancy, avoids interference caused by information overload to on-duty personnel, improves information processing efficiency, enables them to better understand the alarm situation, rationally allocate processing resources, prioritize important issues, and improve the overall efficiency and relevance of alarm handling.

[0013] In one embodiment of the present invention, the handling information includes an alarm level field, a device ID field, a device description field, and an alarm content field. Merging real-time alarms and handling information within the same station and pushing them uniformly includes: setting the alarm level field to the highest alarm level among real-time alarms within the same station; merging all device ID information that triggered alarms and recording it in the device ID field; merging all device description information and recording it in the device description field; determining whether the number of handling information within the same station exceeds a preset number; if so, merging the alarm content of the handling information with the highest alarm level within the preset number and recording it in the alarm content field.

[0014] Compared with existing technologies, the technical effects achieved by this solution are as follows: The alarm level field is set to the highest alarm level among real-time alarms within the same station, enabling the current operator to quickly recognize the urgency of the problem and prioritize handling important alarms; Device ID information and device description information are merged to comprehensively present the status of alarming devices, providing the current operator with a complete view of device faults for easier comprehensive analysis and handling; The system determines whether the number of handling messages exceeds a preset limit and processes them accordingly, ensuring the presentation of important alarm content while avoiding excessive information that could affect reading and processing efficiency, enabling the current operator to quickly grasp key information and improving the convenience and effectiveness of information processing.

[0015] In one embodiment of the present invention, before pushing the handling information to the mobile phone of the current duty officer according to the push target information, the wireless transmitter station alarm method further includes: determining whether the alarm level field is an important alarm; if so, sending a mandatory handling instruction to the current duty officer.

[0016] Compared with existing technologies, the technical effects achieved by adopting this technical solution are as follows: before pushing out handling information, the alarm level is judged, and a mandatory handling instruction is sent for important alarms, requiring the current duty officer to handle and provide feedback, thereby enhancing the control over important alarms and ensuring that key issues can be responded to and resolved in a timely manner.

[0017] In one embodiment of the present invention, before performing a separate push of the handling information, the wireless transmitting station alarm method further includes: determining whether a separate push of the real-time alarm has been performed at the station within a second time period before the real-time alarm occurs; if so, stopping the separate push of the real-time alarm.

[0018] Compared with existing technologies, the technical effects achieved by adopting this technical solution are as follows: Before executing a separate push, it checks whether the real-time alarm has already been pushed separately at the station. If it has been pushed separately, it stops pushing again, thus avoiding repeated pushes of real-time alarms, reducing information redundancy and interference, allowing the current duty officer to focus on new or unprocessed real-time alarms, and improving work efficiency and the accuracy of information processing.

[0019] In one embodiment of the present invention, before pushing the handling information to the mobile phone of the current duty officer according to the push target information, the wireless transmitter station alarm method further includes: determining whether there is a duty information of the current duty officer in the current time period; if not, pushing the handling information to the mobile phone of the management personnel.

[0020] Compared with existing technologies, the technical effects achieved by adopting this technical solution are as follows: it determines whether there is a duty information of the current duty officer during the current time period. If not, it pushes the information to the management personnel, ensuring that the alarm information can always be delivered to the authorized and capable person in a timely manner, ensuring that the alarm is responded to and processed in a timely manner, avoiding processing delays caused by the current duty officer being absent or unclear responsibilities, and improving the reliability of alarm processing.

[0021] In one embodiment of the present invention, obtaining feedback information from the current duty officer and recording the feedback information into a local vector knowledge base, and updating the local vector knowledge base, includes: determining whether the handling information is valid based on the feedback information; if the handling information is determined to be valid, increasing the weight of the handling information in the local vector knowledge base; if the handling information is determined to be invalid, recording the feedback information into the local vector knowledge base, vectorizing it, and iterating the handling information.

[0022] Compared with existing technologies, the technical effects achieved by adopting this solution are as follows: The validity of handling information is judged based on feedback information, strengthening the weight of valid handling information and prioritizing its recommendation in subsequent matching, thereby improving the reuse rate of valid handling information and the success rate of alarm handling; for invalid handling information, feedback information is entered and iteratively updated to continuously improve the knowledge base, enabling the system to continuously learn and adapt to new alarm situations and handling methods, improving the system's adaptability and intelligence level, forming a closed loop of continuous improvement, and continuously enhancing the overall quality and efficiency of alarm management.

[0023] On the other hand, the present invention also provides a wireless transmitter station alarm system with closed-loop logic, comprising: a construction module, which is used to construct a local vector knowledge base based on existing alarm information; a detection module, which is used to acquire real-time alarms and retrieve push target information and handling information matching the real-time alarms from the local vector knowledge base; a processing module, which is used to push handling information to the mobile phone terminal of the current duty officer based on the push target information; and a feedback module, which is used to acquire feedback information from the current duty officer, input the feedback information into the local vector knowledge base, and update the local vector knowledge base.

[0024] Compared with existing technologies, the technical effects achieved by adopting this technical solution are as follows: it can achieve the technical effects corresponding to any of the above examples, which will not be elaborated here.

[0025] By adopting the technical solution of the present invention, the following technical effects can be achieved: (1) Compared with the existing technology, the alarm method simply indicates that a fault has occurred. This invention realizes the efficient integration and storage of existing alarm information by constructing a local vector knowledge base, which facilitates quick retrieval and query. It obtains real-time alarms and retrieves push target information and handling information that match the real-time alarms. According to the push target information, the handling information is pushed to the mobile phone of the current duty officer. This ensures that when an alarm occurs, the current duty officer can quickly obtain the handling information, eliminating the step of the current duty officer to investigate the fault on site. The real-time alarm can be directly handled according to the handling information, which improves the efficiency of alarm handling. By obtaining the feedback information of the current duty officer and recording the feedback information into the local vector knowledge base, the local vector knowledge base is updated to form a closed-loop management, continuously improving the accuracy and effectiveness of the handling information, thereby improving the operating efficiency and reliability of the wireless transmitter station, reducing the alarm handling cost, and enhancing the intelligence level and adaptability of the system. (2) The alarm information is sorted and classified, and an alarm classification database is generated to make the alarm information more organized and structured, which facilitates rapid retrieval and matching in the future; the corresponding handling information for each type of alarm is written, and the alarm information and the corresponding handling information are organized in the form of question-and-answer pairs. The concise and clear question-and-answer pair format improves the readability and practicality of the information; the vector model of the local large language model framework is used to vectorize the question-and-answer pair database to form a local vector knowledge base with efficient retrieval and intelligent matching. This fully leverages the intelligent advantages of the large language model, provides strong support for rapid and accurate alarm handling, significantly improves the intelligence level and response speed of the system, and improves the overall efficiency and quality of alarm processing. (3) By obtaining slice information from the local vector knowledge base based on real-time alarms and generating prompt words, and combining them with the large dialogue backend model, the system can obtain matching handling information based on the specific circumstances of the real-time alarms, thereby improving the accuracy and intelligence of handling information matching; by searching the duty information table based on the station to which the real-time alarm belongs, the system can obtain the target information to be pushed, ensuring that the alarm information can be pushed to the current duty officer in a timely manner, avoiding delays and errors in information transmission, improving the timeliness and effectiveness of alarm handling, and enhancing the collaborative working ability of the system. Attached Figure Description

[0026] To more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings to be used in the description of the embodiments will be briefly introduced below. Obviously, the drawings described below are only some embodiments of the present invention. For those skilled in the art, other drawings can be obtained based on these drawings without creative effort. Figure 1 A flowchart illustrating a wireless transmitter station alarm method with closed-loop logic provided in an embodiment of the present invention; Figure 2 This is a schematic diagram of the module connection of a wireless transmitter station alarm system with closed-loop logic provided in an embodiment of the present invention.

[0027] Explanation of reference numerals in the attached figures: 100. Wireless transmitter station alarm system; 10. Construction module; 20. Detection module; 30. Processing module; 40. Feedback module. Detailed Implementation

[0028] Embodiments of the present invention will now be described in detail. Examples of these embodiments are illustrated in the accompanying drawings, wherein the same or similar reference numerals denote the same or similar elements or elements having the same or similar functions throughout. The embodiments described below with reference to the accompanying drawings are exemplary and are only used to explain the present invention, and should not be construed as limiting the present invention. All other embodiments obtained by those skilled in the art based on the embodiments of the present invention without inventive effort are within the scope of protection of the present invention.

[0029] In the description of this invention, it should be noted that, unless otherwise explicitly specified and limited, the terms "installation," "connection," and "linking" should be interpreted broadly. For example, they can refer to a fixed connection, a link, or an integral connection; they can refer to a mechanical connection or an electrical connection; they can refer to a direct connection or an indirect connection through an intermediate medium; and they can refer to the internal connection of two components. Those skilled in the art can understand the specific meaning of the above terms in this invention based on the specific circumstances.

[0030] To make the above-mentioned objects, features and advantages of the present invention more apparent and understandable, specific embodiments of the present invention will be described in detail below with reference to the accompanying drawings.

[0031] See Figure 1 This is a flowchart illustrating a wireless transmitter station alarm method with closed-loop logic provided by an embodiment of the present invention; specifically, the present invention provides a wireless transmitter station alarm method with closed-loop logic, comprising: S100: Build a local vector knowledge base based on existing alarm information; S200: Obtain real-time alarms and retrieve push target information and handling information that match the real-time alarms from the local vector knowledge base; S300: Push the handling information to the mobile phone of the current duty officer based on the target information; S400: Obtain feedback information from the current duty officer, input the feedback information into the local vector knowledge base, and update the local vector knowledge base.

[0032] Furthermore, methods for obtaining real-time alarms include: connecting to the HTTP protocol, alarm log files, and real-time database reading.

[0033] Based on specific implementation examples, the handling information retrieved from the local vector knowledge base that matches the real-time alarm is shown in Table 1 below: Table 1. Disposal Information Furthermore, since equipment may be updated and replaced, the handling information corresponding to the existing alarm information may not be applicable to real-time alarms. The feedback information from the current duty officer can update the local vector knowledge base.

[0034] Specifically, compared to existing technologies that simply indicate a fault, this invention constructs a local vector knowledge base to efficiently integrate and store existing alarm information, facilitating rapid retrieval and querying. It acquires real-time alarms and retrieves matching push target information and handling information. Based on the push target information, the handling information is pushed to the mobile phone of the current duty officer, ensuring that the current duty officer can quickly obtain handling information when an alarm occurs. This eliminates the need for the current duty officer to troubleshoot on-site and allows for direct processing of real-time alarms based on the handling information, improving alarm handling efficiency. By acquiring feedback information from the current duty officer and recording it into the local vector knowledge base, the local vector knowledge base is updated, forming a closed-loop management system. This continuously improves the accuracy and effectiveness of handling information, thereby enhancing the operational efficiency and reliability of the wireless transmitter station, reducing alarm handling costs, and strengthening the system's intelligence and adaptability.

[0035] Preferably, a local vector knowledge base is constructed based on existing alarm information, including: organizing and classifying alarm information and generating an alarm classification library; writing the corresponding handling information for each type of alarm information in the alarm classification library, and organizing the alarm information and the corresponding handling information in the form of question-and-answer pairs to form a question-and-answer pair database; and importing the question-and-answer pair database into the vector model of the local large language model framework for vectorization to form a local vector knowledge base.

[0036] Furthermore, alarm information is organized and categorized, and an alarm classification database is generated, making the alarm information more organized and structured, facilitating subsequent rapid retrieval and matching. Corresponding handling information is written for each type of alarm, and the alarm information and corresponding handling information are organized in a question-and-answer pair format. This concise and clear question-and-answer pair format improves the readability and usability of the information. The question-and-answer pair database is vectorized using the vector model of the local large language model framework, forming a local vector knowledge base for efficient retrieval and intelligent matching. This fully leverages the intelligent advantages of the large language model, providing strong support for rapid and accurate alarm handling, significantly improving the system's intelligence level and response speed, and enhancing the overall efficiency and quality of alarm processing.

[0037] Preferably, the process involves acquiring real-time alarms and retrieving push target information and handling information that match the real-time alarms from the local vector knowledge base. This includes: acquiring slice information from the local vector knowledge base based on the real-time alarms and generating prompt words; communicating with the backend big model through the slice information and prompt words to obtain handling information; and calling the backend big model to look up the duty information table based on the station to which the real-time alarms belong to in order to obtain push target information.

[0038] Furthermore, the target information pushed includes the current duty officer's information, the target station's information, and the target mobile phone number's information.

[0039] Furthermore, by obtaining slice information from the local vector knowledge base based on real-time alarms and generating prompt words, and combining this with the large dialogue backend model, the system can obtain matching handling information based on the specific circumstances of the real-time alarm, improving the accuracy and intelligence of handling information matching. It also retrieves the target information for push notifications from the duty information table based on the station to which the real-time alarm belongs, ensuring that alarm information can be promptly pushed to the current duty officer, avoiding delays and errors in information transmission, improving the timeliness and effectiveness of alarm handling, and enhancing the system's collaborative capabilities.

[0040] Preferably, before pushing the handling information to the mobile phone of the current duty officer according to the push target information, the wireless transmitting station alarm method further includes: classifying real-time alarms according to their sources; if the real-time alarm comes from a first type of alarm source, the handling information is pushed separately; if the real-time alarm comes from a second type of alarm source, the handling information is entered into a first database; and statistically analyzing the stations in the first database where real-time alarms occurred within a first time, merging the handling information within the same station, and pushing it uniformly; wherein, the first type of alarm source includes: transmitters, power equipment, environmental equipment, links, and antenna feeders; the second type of alarm source includes: network equipment, signal sources, and demodulation signals.

[0041] Furthermore, the first time is the time set by the system, which is generally 30 seconds, but can be adjusted according to the actual situation.

[0042] In conjunction with specific embodiments, as shown in Table 1, serial number 1 is an example of the handling information of the first type of alarm source; serial number 2 is an example of the handling information of the second type of alarm source.

[0043] Furthermore, real-time alarms are categorized, with separate and combined push strategies adopted for the first and second categories of alarm sources, respectively. Separate push ensures that alarms from critical equipment and systems are communicated immediately, enabling on-duty personnel to quickly focus on key issues and take timely measures. Combined push integrates alarm information within the same station, reducing information redundancy, avoiding interference from information overload to on-duty personnel, improving information processing efficiency, enabling them to better understand the alarm situation, rationally allocate processing resources, prioritize important issues, and improve the overall efficiency and relevance of alarm handling.

[0044] Preferably, the handling information includes an alarm level field, a device ID field, a device description field, and an alarm content field. Real-time alarms and handling information within the same station are merged and uniformly pushed, including: setting the alarm level field to the highest alarm level among real-time alarms within the same station; merging all device ID information that triggered alarms and entering it into the device ID field; merging all device description information and entering it into the device description field; determining whether the number of handling information within the same station exceeds a preset limit; if so, merging the alarm content of the handling information with the highest alarm level within the preset limit and entering it into the alarm content field.

[0045] Furthermore, if the processing information does not include device ID information, the device ID field will be displayed as an empty field.

[0046] Furthermore, the preset quantity is generally 3, but it can be adjusted according to the actual situation.

[0047] Furthermore, the alarm level field is set to the highest alarm level among real-time alarms within the same station, enabling the current operator to quickly recognize the urgency of the problem and prioritize the handling of important alarms; the device ID information and device description information are merged to comprehensively present the status of alarming devices, providing the current operator with a complete view of device faults for convenient comprehensive analysis and handling; it determines whether the number of handling information exceeds the preset limit and takes appropriate action, ensuring the presentation of important alarm content while avoiding excessive information affecting reading and processing efficiency, enabling the current operator to quickly grasp key information and improving the convenience and effectiveness of information processing.

[0048] Preferably, before pushing the handling information to the mobile phone of the current duty officer based on the push target information, the alarm method of the wireless transmitter station further includes: determining whether the alarm level field is an important alarm; if so, sending a mandatory handling instruction to the current duty officer.

[0049] Furthermore, before pushing out information on handling, the alarm level is determined, and a mandatory handling instruction is sent for important alarms, requiring the on-duty personnel to handle and provide feedback. This enhances the control over important alarms and ensures that key issues can be responded to and resolved in a timely manner.

[0050] Preferably, before individually pushing the handling information, the wireless transmitting station alarm method further includes: determining whether the real-time alarm has been individually pushed to the station in the second time period before the real-time alarm occurs; if so, then stopping the individual pushing of the real-time alarm.

[0051] Furthermore, the second time is the time set by the system, usually 30 seconds, which can be adjusted according to the actual situation. Multiple identical real-time alarms cannot be sent repeatedly at the same time to avoid frequent and meaningless real-time alarms.

[0052] Furthermore, the technical effects achieved by adopting this solution are as follows: Before executing a separate push, it is checked whether the real-time alarm has already been pushed separately at the station. If it has been pushed separately, the push is stopped again, avoiding repeated pushes of real-time alarms, reducing information redundancy and interference, allowing the current duty officer to focus on new or unprocessed real-time alarms, and improving work efficiency and the accuracy of information processing.

[0053] Preferably, before pushing the handling information to the mobile phone of the current duty officer based on the push target information, the alarm method of the wireless transmitter station further includes: determining whether there is a duty information of the current duty officer in the current time period; if not, pushing the handling information to the mobile phone of the management personnel.

[0054] Furthermore, it determines whether there is a duty officer's information for the current time period. If not, it pushes the information to the management personnel to ensure that the alarm information is always delivered to the authorized and capable person in a timely manner. This ensures that the alarm is responded to and processed in a timely manner, avoids processing delays caused by the current duty officer being absent or unclear responsibilities, and improves the reliability of alarm processing.

[0055] Preferably, the feedback information from the current duty officer is obtained and entered into the local vector knowledge base. The local vector knowledge base is then updated, including: determining whether the handling information is valid based on the feedback information; if the handling information is valid, the weight of the handling information in the local vector knowledge base is increased; if the handling information is invalid, the feedback information is entered into the local vector knowledge base, vectorized, and the handling information is iterated.

[0056] In conjunction with specific embodiments, as shown in Table 1, the current duty officer can provide feedback on the content of the fault suggestions. If the handling information of sequence number 1 in the feedback table 1 is invalid, the new alarm cause and handling suggestion provided by the current duty officer will be added to the local vector knowledge base. If the handling information of sequence number 1 in the feedback table 1 is valid, the handling information of sequence number 1 will be strengthened so that it will be called first in similar alarm handling in the future.

[0057] Furthermore, the current duty officer can also provide feedback on fault suggestions. For example, if the second fault suggestion in number 1 is adopted in actual work and feedback is provided, the proportion of the second fault suggestion when it is invoked will be increased, thereby further improving work efficiency.

[0058] Furthermore, the validity of handling information is judged based on feedback information, and the weight of valid handling information is strengthened, so that it is recommended more preferentially in subsequent matching, thereby improving the reuse rate of valid handling information and the success rate of alarm handling. For invalid handling information, feedback information is entered and iteratively updated to continuously improve the knowledge base, enabling the system to continuously learn and adapt to new alarm situations and handling methods, improve the system's adaptability and intelligence level, form a closed loop of continuous improvement, and continuously improve the overall quality and efficiency of alarm management.

[0059] On the other hand, see Figure 2 This invention also provides a wireless transmitter station alarm system with closed-loop logic, including a construction module, a detection module, a processing module, and a feedback module. The construction module is used to build a local vector knowledge base based on existing alarm information. The detection module is used to acquire real-time alarms and retrieve push target information and handling information matching the real-time alarms from the local vector knowledge base. The processing module is used to push the handling information to the mobile phone of the current duty officer based on the push target information. The feedback module is used to acquire the feedback information of the current duty officer, record the feedback information into the local vector knowledge base, and update the local vector knowledge base.

[0060] Correspondingly, in this embodiment, the technical effects corresponding to any of the above-described technical solutions can be achieved, which will not be elaborated here.

[0061] While the present invention has been disclosed above, it is not limited thereto. Any person skilled in the art can make various modifications and alterations without departing from the spirit and scope of the invention; therefore, the scope of protection of the present invention should be determined by the scope defined in the claims.

Claims

1. A wireless transmitter station alarm method with closed-loop logic, characterized in that, include: Build a local vector knowledge base based on existing alarm information; Obtain real-time alarms and retrieve push target information and handling information that match the real-time alarms from the local vector knowledge base; The action information is pushed to the mobile phone of the current duty officer based on the target information. Obtain feedback information from the current duty officer, input the feedback information into the local vector knowledge base, and update the local vector knowledge base.

2. The wireless transmitter station alarm method according to claim 1, characterized in that, The step of constructing a local vector knowledge base based on existing alarm information includes: The alarm information is organized and categorized, and an alarm classification library is generated; Compile the corresponding handling information for each type of alarm information in the alarm classification library, and organize the alarm information and the corresponding handling information in the form of question-and-answer pairs to form a question-and-answer pair database; The question-and-answer database is imported into the vector model of the local large language model framework for vectorization to form the local vector knowledge base.

3. The wireless transmitter station alarm method according to claim 2, characterized in that, The step of acquiring real-time alarms and retrieving push target information and handling information matching the real-time alarms from the local vector knowledge base includes: Based on the real-time alarm, obtain the slice information from the local vector knowledge base and generate prompt words; The processing information is obtained by using the slice information and the prompt words to communicate with the background big model; Based on the station to which the real-time alarm belongs, the system calls the background big data model to look up the duty information table and obtain the push target information.

4. The wireless transmitter station alarm method according to claim 3, characterized in that, Before pushing the handling information to the mobile phone of the current duty officer according to the push target information, the wireless transmitter station alarm method further includes: The real-time alarms are categorized according to their source. If the real-time alarm comes from the first type of alarm source, then the handling information will be pushed separately; If the real-time alarm comes from a second type of alarm source, the handling information is entered into the first database; The stations that triggered the real-time alarms in the first database are counted in the first time, and the handling information within the same station is merged and pushed out in a unified manner. The first type of alarm source includes: transmitters, power equipment, environmental equipment, links, and antenna feeders; the second type of alarm source includes: network equipment, signal sources, and demodulation signals.

5. The wireless transmitter station alarm method according to claim 4, characterized in that, The handling information includes an alarm level field, a device ID field, a device description field, and an alarm content field; The step of merging the processing information within the same station and pushing it out in a unified manner includes: Set the alarm level field to the highest alarm level among the real-time alarms within the same station; Merge all device ID information that triggered alarms and enter it into the device ID field; Merge the device description information for all the aforementioned devices and enter the device description field; Determine whether the number of processing information within the same station exceeds a preset quantity; If so, then merge the alarm content of the handling information with the highest alarm level within the preset quantity, and enter the alarm content field.

6. The wireless transmitter station alarm method according to claim 4, characterized in that, Before pushing the handling information to the mobile phone of the current duty officer according to the push target information, the wireless transmitter station alarm method further includes: Determine whether the alarm level field is a critical alarm; If so, a mandatory action instruction will be sent to the current duty officer.

7. The wireless transmitter station alarm method according to claim 4, characterized in that, Before the individual push of the handling information is performed, the wireless transmitter alarm method further includes: Determine whether the real-time alarm was sent separately at the station within a second time period before the real-time alarm occurred; If so, then stop the individual push notification for the real-time alarm.

8. The wireless transmitter station alarm method according to claim 4, characterized in that, Before pushing the handling information to the mobile phone of the current duty officer based on the push target information, the wireless transmitter station alarm method further includes: Determine whether the current duty officer's duty information exists in the current time period; If not, the processing information will be pushed to the administrator's mobile phone.

9. The wireless transmitter station alarm method according to claim 1, characterized in that, The step of obtaining feedback information from the current duty officer, recording the feedback information into the local vector knowledge base, and updating the local vector knowledge base includes: Determine whether the action information is valid based on the feedback information; If the action information is determined to be valid, then the weight of the action information in the local vector knowledge base is increased. If the processing information is determined to be invalid, the feedback information is entered into the local vector knowledge base and vectorized, and the processing information is iterated.

10. A wireless transmitter station alarm system with closed-loop logic, characterized in that, The method for alarming wireless transmitting stations as described in any one of claims 1-9 includes: The construction module is used to build a local vector knowledge base based on existing alarm information; The detection module is used to acquire the real-time alarm and retrieve the push target information and the handling information that match the real-time alarm from the local vector knowledge base; The processing module is used to push the handling information to the mobile phone of the current duty officer according to the push target information; The feedback module is used to obtain feedback information from the current duty officer, input the feedback information into the local vector knowledge base, and update the local vector knowledge base.

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