Method for power loss analysis based on hierarchical model

By adopting a hierarchical model in the full life cycle management system of the fiber access network, combining tree data structures and database indexes, a fast and accurate analysis of the power loss of the network nodes of the fiber access network is achieved, solving the problems of time-consuming, complex and low accuracy in traditional methods, and reducing operation and maintenance costs.

CN119696676APending Publication Date: 2025-03-25SHANGHAI SUN TELECOMM CO LTD
View PDF 0 Cites 0 Cited by

Patent Information

Application Number
CN202411912377.4
Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
Filing Date
2024-12-24
Publication Date
2025-03-25

AI Technical Summary

Technical Problem

The fiber access network relies on manual drawing and professional experience in the planning and design and management stages, which makes the planning and design and management process time-consuming and complex, and traditional manual monitoring tools and manual analysis difficult to accurately and efficiently perform power loss analysis of network nodes.

Method used

Using a hierarchical model-based method, combined with the full life cycle management system of the fiber access network, a rapid analysis of the power loss of the fiber access network network nodes is achieved by receiving domain knowledge and digitizing it in the hierarchical model. The method includes the system functional layer, the physical component layer, the composite structure layer, the spatial attribute layer and the database. Through the tree data structure and database index, the network node's own power loss, the access cable power loss and the link accumulated power loss are calculated.

Benefits of technology

It realizes efficient and accurate analysis of power losses of network nodes in fiber access networks, reduces operation and maintenance costs, and does not need to rely on professional experience or traditional manual monitoring tools.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN119696676A_ABST
    Figure CN119696676A_ABST
Patent Text Reader

Abstract

The invention discloses a power loss analysis method based on a hierarchical model, and relates to the field of optical fiber communication networks. The method comprises the following steps: taking optical fiber access network life cycle data in a design stage as input; the method comprises the following steps of: extracting each related optical fiber access network node from optical fiber access network life cycle data, and organizing each node into a node tree by using a tree data structure according to a logic connection relationship represented by topology in the optical fiber access network life cycle data; judging whether the node tree is traversed or not; and taking out the next optical fiber access network node in the node tree according to the first root sequence, and the like. According to the method, the network node power loss of the access network can be quickly analyzed efficiently and accurately without depending on the experience of professionals, the efficiency of analyzing the network node power loss of the access network is greatly improved, and the operation and maintenance cost can be reduced.
Need to check novelty before this filing date? Find Prior Art

Description

Technical Field

[0001] The invention belongs to the field of optical fiber communication networks, and in particular relates to a method for performing power loss analysis based on a hierarchical model. Background Art

[0002] Optical access network, referred to as OAN, is a communication network based on optical fiber communication technology that connects the backbone network to the end user. Compared with the traditional copper cable access method, the optical access network provides higher bandwidth, lower latency and more stable services. With the increasing demand for high-speed broadband access, optical access network has gradually become the mainstream implementation method of modern broadband access.

[0003] Although the optical fiber access network has significant technical advantages, it still faces many challenges in the implementation process of planning, design and management. For example, in the planning and design stage of the optical fiber access network, communication operators still rely mainly on manual drawing and the experience of professionals, and in the management stage of the optical fiber access network, they still rely mainly on traditional manual monitoring tools and manual analysis; such manpower-dominated methods lack the support of digital tools, which, on the one hand, makes the implementation process of the planning, design and management stages lack automation, and on the other hand, makes the information about each stage of the optical fiber access network life cycle scattered in different systems, forming independent "data islands". This makes the implementation process of the planning, design and management stages of the optical fiber access network time-consuming and complicated, and is prone to human errors, reducing efficiency. In particular, for the power loss analysis of the network nodes of the access network, relying on traditional manual analysis is prone to low accuracy and low efficiency; how to accurately implement the power loss analysis of network nodes without relying on the experience of professionals is an urgent problem to be solved. Therefore, in response to the above problems, this technical solution proposes a method for power loss analysis based on a hierarchical model. Summary of the invention

[0004] The present invention provides a method for power loss analysis based on a hierarchical model. This solution fully combines the full life cycle management of the optical fiber access network and the systematic coordination of various factors. It can efficiently and accurately realize the rapid analysis of the power loss of the network nodes of the access network without relying on the experience of professionals, greatly improving the efficiency of the power loss analysis of the network nodes of the access network, which is conducive to reducing the operation and maintenance costs. In summary, the problems in the background technology are solved.

[0005] To solve the above technical problems, the present invention is achieved through the following technical solutions:

[0006] The method for performing power loss analysis based on a hierarchical model of the present invention is managed based on a full life cycle management system of an optical fiber access network;

[0007] The fiber access network life cycle management system receives domain knowledge from engineering practitioners and obtains digital definitions in the hierarchical model, and then classifies and integrates it into the corresponding levels of the system; the hierarchical model includes the system function layer, entity component layer, composite structure layer, space attribute layer and database; the system function layer is used to divide complex business logic into various functional modules that serve the fiber access network life cycle management; the entity component layer is used to define the content of each entity component involved in the fiber access network life cycle; the composite structure layer aggregates independent entity components into composite structures based on specific relationships, and the composite structure is aggregated by entity components; the spatial attribute layer defines various spatial attributes that characterize entities and structures; the database is used to integrate external data to provide necessary information support for the management of the fiber access network life cycle;

[0008] Based on the data defined by the hierarchical model, the method for power loss analysis includes the following steps:

[0009] S1, taking the optical fiber access network life cycle data in the design phase as input;

[0010] S2, extracting each fiber access network node involved from the fiber access network life cycle data, and organizing each node into a node tree using a tree data structure according to the logical connection relationship represented by the topology in the fiber access network life cycle data;

[0011] S3, determine whether the node tree has been traversed. If not, proceed to step S4; if yes, proceed to step S8;

[0012] S4, taking out the next optical fiber access network node in the node tree in the order of first root;

[0013] S5. According to each device included in the corresponding network node, use the model of each corresponding device to index and obtain the power loss of each device in the device database; and use the power loss of these devices as an independent variable to calculate the power loss of the corresponding network node itself;

[0014] S6. In conjunction with the parent node of the network node, query the path data in the optical fiber access network life cycle data, and calculate and accumulate the length of the cable connecting the network nodes in sections.

[0015] Then, query the optical fiber access network cable set data in the optical fiber access network life cycle data to obtain the model of the cable connecting the network node and the network node; index and obtain the unit length power loss of the cable of this model in the cable database; multiply the length of the cable and the unit length power loss of the cable to obtain the access cable power loss of the corresponding network node;

[0016] S7, adding the cumulative link power loss of the network node, the network node's own power loss and the access cable power loss to obtain the cumulative link power loss of the network node, and then returning to step S3;

[0017] S8. Summarize various forms of power loss of each optical fiber access network node; the various forms of power loss include calculation results of the own power loss, access cable power loss and link cumulative power loss, and output them.

[0018] Furthermore, the fiber access network life cycle management system is refined during the design phase, including adding more specific network topology details, node parameters, and cable types, making the data gradually accurate enough for deployment.

[0019] Furthermore, the fiber optic access network full life cycle management system refines the fiber optic access network life cycle data during the design phase; specifically, the system determines the equipment required to be included in each fiber optic access network node during the design phase, and determines the cables connecting the nodes and the specific wiring paths of the cables.

[0020] Compared with the prior art, the present invention has the following beneficial effects:

[0021] (1) This solution fully combines the full life cycle management of the optical fiber access network and systematically coordinates various elements. It can efficiently and accurately analyze the power loss of network nodes in the access network without relying on the experience of professionals, greatly improving the efficiency of power loss analysis of network nodes in the access network and helping to reduce operation and maintenance costs;

[0022] (2) This solution systematically organizes and structures the domain knowledge of engineering practitioners from top to bottom, and uses it to guide software developers to develop a system for the full life cycle management of optical access networks. It does not rely on manual drawings and the experience of professionals. During the design phase of the optical access network, it does not rely on traditional manual monitoring tools and manual analysis to achieve efficient and accurate analysis of the power loss of network nodes in the access network.

[0023] Of course, any product implementing the present invention does not necessarily need to achieve all of the advantages described above at the same time. BRIEF DESCRIPTION OF THE DRAWINGS

[0024] In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the accompanying drawings required for describing the embodiments will be briefly introduced below. Obviously, the accompanying drawings described below are only some embodiments of the present invention. For ordinary technicians in this field, other accompanying drawings can be obtained based on these accompanying drawings without paying creative work.

[0025] Figure 1The schematic diagram of the optical fiber access network full life cycle management system of the present invention;

[0026] Figure 2 The present invention is a flowchart of the steps of realizing the power loss analysis function based on the data defined by the hierarchical model. DETAILED DESCRIPTION

[0027] The following will be combined with the drawings in the embodiments of the present invention to clearly and completely describe the technical solutions in the embodiments of the present invention. Obviously, the described embodiments are only part of the embodiments of the present invention, not all of the embodiments. Based on the embodiments of the present invention, all other embodiments obtained by ordinary technicians in this field without creative work are within the scope of protection of the present invention.

[0028] See also Figure 1-2 As shown, the method for performing power loss analysis based on a hierarchical model of the present invention is managed based on the optical fiber access network full life cycle management system;

[0029] The fiber access network life cycle management system receives domain knowledge from engineering practitioners and obtains digital definitions in the hierarchical model, and then classifies and integrates it into the corresponding levels of the system; the hierarchical model includes the system function layer, entity component layer, composite structure layer, space attribute layer and database; the system function layer is used to divide complex business logic into various functional modules that serve the fiber access network life cycle management; the entity component layer is used to define the content of each entity component involved in the fiber access network life cycle; the composite structure layer aggregates independent entity components into composite structures based on specific relationships, and the composite structure is aggregated by entity components; the spatial attribute layer defines various spatial attributes that characterize entities and structures; the database is used to integrate external data to provide necessary information support for the management of the fiber access network life cycle;

[0030] Based on the data defined by the hierarchical model, the method for power loss analysis includes the following steps:

[0031] S1, taking the optical fiber access network life cycle data in the design phase as input;

[0032] S2, extracting each fiber access network node involved from the fiber access network life cycle data, and organizing each node into a node tree using a tree data structure according to the logical connection relationship represented by the topology in the fiber access network life cycle data;

[0033] S3, determine whether the node tree has been traversed. If not, proceed to step S4; if yes, proceed to step S8;

[0034] S4, taking out the next optical fiber access network node in the node tree in the order of first root;

[0035] S5. According to each device included in the corresponding network node, use the model of each corresponding device to index and obtain the power loss of each device in the device database; and use the power loss of these devices as an independent variable to calculate the power loss of the corresponding network node itself;

[0036] S6. In conjunction with the parent node of the network node, query the path data in the optical fiber access network life cycle data, and calculate and accumulate the length of the cable connecting the network nodes in sections.

[0037] Then, query the optical fiber access network cable set data in the optical fiber access network life cycle data to obtain the model of the cable connecting the network node and the network node; index and obtain the unit length power loss of the cable of this model in the cable database; multiply the length of the cable and the unit length power loss of the cable to obtain the access cable power loss of the corresponding network node;

[0038] S7, adding the cumulative link power loss of the network node, the network node's own power loss and the access cable power loss to obtain the cumulative link power loss of the network node, and then returning to step S3;

[0039] S8. Summarize various forms of power loss of each optical fiber access network node; the various forms of power loss include calculation results of the own power loss, access cable power loss and link cumulative power loss, and output them.

[0040] Furthermore, the fiber access network life cycle management system is refined during the design phase, including adding more specific network topology details, node parameters, and cable types, making the data gradually accurate enough for deployment.

[0041] Furthermore, the fiber optic access network full life cycle management system refines the fiber optic access network life cycle data during the design phase; specifically, the system determines the equipment required to be included in each fiber optic access network node during the design phase, and determines the cables connecting the nodes and the specific wiring paths of the cables.

[0042] Among them, the fiber access network life cycle data is represented based on the JSON format.

[0043] Specifically:

[0044] The fiber access network life cycle data is represented by OANLifeCycleData, and each fiber access network node is represented by OANNode:[{"node1":{"...","device":["..."]}},"...",{"node N":{"...","device":["..."]}]; logical connection relationship, such as topology:[["node1","node j "],…,["node i ","node N "]], using the tree data structure, each node is organized into a node tree;

[0045] Network nodes use node j Indicates; each device, such as, device:["device1":{"deviceModel1",…},...,"device N ":{"deviceModel N ",…}], using their respective models, such as device j :deviceModel j, The power consumption of each device is indexed and obtained in the device database (241) in the form shown below:

[0046]

[0047] Specifically, the power loss of these devices is used as the independent variable, and the power loss of nodej itself is calculated according to the predefined formula, which is recorded as

[0048] The path data in the optical fiber access network life cycle data is represented by route:[{"nodei nodej":{"line":[{"point":"..."},"...",{"point":"..."}]}}];

[0049] The optical fiber access network cable set data is represented by OANCableSet:[{"nodei nodej":{"cable":{"cableModelm",…}}}];

[0050] The cable model of the network node is represented by cableModelm;

[0051] Index in the cable database in the form shown below and get the power loss per unit length of the cable model:

[0052]

[0053]

[0054] The access cable power loss of the network node is obtained by multiplying the cable length and the cable power loss per unit length, which is recorded as

[0055] The cumulative link power loss of the network node is recorded as The power consumption of the corresponding network node and access cable power loss Accumulate and get the link cumulative power loss of the corresponding network node

[0056] The device is represented by devicej, and each device is represented by device1:{"deviceModel1",…},...,deviceN:{"deviceModelN",…}. The model information stored in devicej is represented by devicej:deviceModelj. The corresponding device database in the form shown below is indexed and the material cost of devicej is obtained, as follows:

[0057]

[0058] The above content gives the presentation of the device database in the system based on actual situations, and gives the relationship between it and the function implementation;

[0059] Among them, the cable uses cable j Indicates that the model information stored in the cable is stored using cable j :cableModel j Indicates that the cable database in the form shown below is indexed and obtained. j Material cost per unit length:

[0060]

[0061] The above content gives the presentation of the cable database in the system based on actual situations, and gives the relationship between it and the functional implementation.

[0062] Among them, cable j The corresponding path data uses route:[{"node i node j ":{line:[{"point":"..."},"...",{"point":"..."}]}}] means to calculate and add up the cable segments separately. j The above content gives the presentation of the cable database in the system based on actual situations, and gives the relationship between it and the function realization;

[0063] This solution fully combines the full life cycle management of the optical fiber access network and systematically coordinates various elements. It can efficiently and accurately realize the rapid analysis of the power loss of the network nodes of the access network without relying on the experience of professionals, greatly improving the efficiency of the power loss analysis of the network nodes of the access network, which is conducive to reducing operation and maintenance costs; this solution is a top-down systematic organization and structured engineering practitioners' domain knowledge, and uses it to guide software developers to develop a system for the full life cycle management of the optical fiber access network. It does not need to rely on manual drawing and the experience of professionals. In the design stage of the optical fiber access network, it does not need to rely on traditional manual monitoring tools and manual analysis to realize efficient and accurate analysis of the power loss of the network nodes of the access network.

[0064] The preferred embodiments of the present invention disclosed above are only used to help illustrate the present invention. The preferred embodiments do not describe all the details in detail, nor do they limit the invention to the specific implementation methods described. Obviously, many modifications and changes can be made according to the content of this specification. This specification selects and specifically describes these embodiments in order to better explain the principles and practical applications of the present invention, so that those skilled in the art can understand and use the present invention well. The present invention is limited only by the claims and their full scope and equivalents.

Claims

1. A method for power loss analysis based on a hierarchical model, characterized in that: Managed based on the optical fiber access network full life cycle management system; The optical fiber access network full life cycle management system receives domain knowledge from engineering practitioners and obtains digital definitions in a hierarchical model, and then classifies and integrates it into the corresponding levels of the system; the hierarchical model includes a system function layer, an entity component layer, a composite structure layer, a space attribute layer and a database; the system function layer is used to divide complex business logic into various functional modules that serve the optical fiber access network life cycle management; the entity component layer is used to define the content of each entity component involved in the full life cycle of the optical fiber access network; the composite structure layer aggregates independent entity components into a composite structure based on specific relationships, and the composite structure is aggregated by entity components; the spatial attribute layer defines various spatial attributes that characterize entities and structures; the database is used to integrate external data to provide necessary information support for the management of the full life cycle of the optical fiber access network; Based on the data defined by the hierarchical model, the method for power loss analysis includes the following steps: S1, taking the optical fiber access network life cycle data in the design phase as input; S2, extracting each fiber access network node involved from the fiber access network life cycle data, and organizing each node into a node tree using a tree data structure according to the logical connection relationship represented by the topology in the fiber access network life cycle data; S3, determine whether the node tree has been traversed. If not, proceed to step S4; if yes, proceed to step S8; S4, taking out the next optical fiber access network node in the node tree in the order of first root; S5. According to each device included in the corresponding network node, use the model of each corresponding device to index and obtain the power loss of each device in the device database; and use the power loss of these devices as an independent variable to calculate the power loss of the corresponding network node itself; S6. In conjunction with the parent node of the network node, query the path data in the optical fiber access network life cycle data, and calculate and accumulate the length of the cable connecting the network nodes in sections. Then, query the optical fiber access network cable set data in the optical fiber access network life cycle data to obtain the model of the cable connecting the network node and the network node; The power loss per unit length of the cable model is obtained by indexing in the cable database; the power loss of the access cable of the corresponding network node is obtained by multiplying the length of the cable and the power loss per unit length of the cable; S7, adding the cumulative link power loss of the network node, the network node's own power loss and the access cable power loss to obtain the cumulative link power loss of the network node, and then returning to step S3; S8. Summarize various forms of power loss of each optical fiber access network node; the various forms of power loss include calculation results of the own power loss, access cable power loss and link cumulative power loss, and output them.

2. The method for power loss analysis based on a hierarchical model according to claim 1, characterized in that: The fiber access network life cycle management system is refined during the design phase, including adding more specific network topology details, node parameters, and cable types, making the data gradually accurate enough for deployment.

3. The method for power loss analysis based on a hierarchical model according to claim 1, characterized in that: The fiber access network life cycle management system refines the fiber access network life cycle data during the design phase; Specifically, the system determines the equipment required for each fiber optic access network node during the design phase, and determines the cables connecting the nodes and the specific wiring paths of the cables.