CN112199182A - Communication Network Management System - Google Patents
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Abstract
The invention discloses a communication network management system. Wherein, this communication network management system includes: the first server cluster is used for acquiring first type data of the communication network; the second server cluster is in communication connection with the first server cluster and is used for acquiring second type data of a communication network and processing the first type data and/or the second type data to provide data service; the terminal equipment is in communication connection with the second server cluster and used for managing the communication network based on the data service; the first server cluster and the second server cluster are deployed in different areas, and the second server cluster and the terminal device are deployed in the same area. The invention solves the technical problem that the operation and maintenance analysis, risk assessment and early warning of the power communication network cannot be effectively realized in the related technology.
Description
Technical Field
The invention relates to the field of power communication networks, in particular to a communication network management system.
Background
The electric power communication network is a basic support for constructing a unified and strong intelligent electric network and enterprise informatization, provides a safe information transmission channel for electric network scheduling, automation, relay protection, safe automatic control, electric power market transaction, enterprise informatization and the like in the whole electric power system, and the optimal management of the electric power communication network is the key for keeping the whole electric network smooth. With the wide application of modern information technologies such as cloud computing, big data, mobile terminals and the like, the comprehensive upgrade from the traditional power grid to the smart power grid is inevitable. In recent years, with the intensive implementation of information communication scheduling of national grid companies, information communication networks and service systems borne by the information communication networks are rapidly developed, the network scale is continuously enlarged, the equipment types are rapidly increased, the topological structures are gradually complicated, the service quantity is continuously increased, and higher requirements are put on the management level of information communication.
At present, some key technologies and key problem researches are not developed in the application of a big data technology in the field of operation and maintenance support of power communication networks, and the following technical problems mainly exist:
(1) the comprehensive analysis capability of the operation and maintenance conditions of the power communication network on the subject is lacked.
At present, no available tool can be combined with an index system to carry out thematic comprehensive analysis on the operation and maintenance conditions of the power communication network from three levels of equipment, light paths and services, so that network operation bottlenecks, risks and defects cannot be visually presented, and a basis is provided for communication operation and maintenance, network optimization, system transformation and equipment overhaul.
(2) An evaluation method and an early warning capability for risks of communication network operation quality degradation are lacking.
At present, no related system can provide dynamic tracking and monitoring of the quality of an optical path and the quality of a circuit, so operation and maintenance personnel cannot timely master the quality degradation trend of the optical path and the circuit, and the conventional system cannot reasonably evaluate and early warn the risk of the operation quality degradation of a communication network.
In view of the above problems, no effective solution has been proposed.
Disclosure of Invention
The embodiment of the invention provides a communication network management system, which at least solves the technical problem that the operation and maintenance analysis, risk assessment and early warning of a power communication network cannot be effectively realized in the related technology.
According to an aspect of an embodiment of the present invention, there is provided a communication network management system including: the first server cluster is used for acquiring first type data of the communication network; the second server cluster is in communication connection with the first server cluster and is used for acquiring second type data of a communication network and performing data processing on the first type data and/or the second type data to provide data service; the terminal equipment is in communication connection with the second server cluster and used for managing the communication network based on the data service; the first server cluster and the second server cluster are deployed in different areas, and the second server cluster and the terminal device are deployed in the same area.
Optionally, an isolation device is deployed between the first server cluster and the second server cluster.
Optionally, the first server cluster includes: the device comprises a first acquisition server and a device network management server, wherein the first acquisition server is in communication connection with the device network management server, and is used for acquiring the first type data from the device network management server, and the first type data comprises at least one of the following data: configuration data, alarm data, performance data.
Optionally, the second server cluster includes: the second acquisition server is in communication connection with the national power grid communication management system, and is used for synchronizing the second type of data of the national power grid communication management system, wherein the second type of data includes at least one of the following data: resource data, work order data.
Optionally, a first firewall is deployed between the first acquisition server and the device network management server, and/or a second firewall is deployed between the second acquisition server and the national grid communication management system.
Optionally, the second server cluster includes: and the data preprocessing server is in communication connection with the first acquisition server and the first acquisition server respectively, and is used for receiving the first type data and/or the second type data, cleaning and preprocessing the first type data and/or the second type data to generate processed original data.
Optionally, the second server cluster includes: and the Hadoop cluster server is in communication connection with the data preprocessing server and is used for performing distributed storage and distributed calculation on the processed original data and transferring the calculated index data to the database server.
Optionally, the database server is configured to store the index class data and the system auxiliary function class data after the statistical analysis is completed.
Optionally, the second server cluster includes: and the application server is respectively in communication connection with the database server and the terminal equipment and is used for providing an application function corresponding to the data service for the terminal equipment when the communication network is managed.
Optionally, the number of the terminal devices is at least one, and the terminal device includes a computer having a browser.
In the embodiment of the invention, a first server cluster is adopted and used for acquiring first type data of a communication network; the second server cluster is in communication connection with the first server cluster and is used for acquiring second type data of a communication network and performing data processing on the first type data and/or the second type data to provide data service; the terminal equipment is in communication connection with the second server cluster and used for managing the communication network based on the data service; the communication network management system can achieve the purposes of network situation analysis, performance trend analysis and fault early warning analysis based on big data, thereby realizing the technical effects of improving the forecast capability of network operation trend and improving the safety and reliability of the power communication network, and further solving the technical problems that the operation and maintenance analysis, the risk assessment and the early warning of the power communication network cannot be effectively realized in the related technology.
Drawings
The accompanying drawings, which are included to provide a further understanding of the invention and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the invention and together with the description serve to explain the invention without limiting the invention. In the drawings:
fig. 1 is a schematic diagram of a communication network management system according to an embodiment of the present invention.
Wherein the figures include the following reference numerals:
10. a first server cluster; 12. a second cluster of servers; 14. and (4) terminal equipment.
Detailed Description
In order to make the technical solutions of the present invention better understood, the technical solutions in the embodiments of the present invention will be clearly and completely described below with reference to the drawings in the embodiments of the present invention, and it is obvious that the described embodiments are only a part of the embodiments of the present invention, and not all of the embodiments. All other embodiments, which can be derived by a person skilled in the art from the embodiments given herein without making any creative effort, shall fall within the protection scope of the present invention.
It should be noted that the terms "first," "second," and the like in the description and claims of the present invention 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 invention described herein are capable of operation in sequences other than those illustrated or described herein. Furthermore, the terms "comprises," "comprising," and "having," and any variations thereof, are intended to cover a non-exclusive inclusion, such that a process, method, system, article, or apparatus that comprises a list of steps or elements is not necessarily limited to those steps or elements expressly listed, but may include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
According to an aspect of an embodiment of the present invention, there is provided a communication network management system, fig. 1 is a schematic diagram of a communication network management system according to an embodiment of the present invention, as shown in fig. 1, the communication network management system includes: a first server cluster 10, a second server cluster 12 and a terminal device 14.
The first server cluster 10 is configured to obtain first type data of a communication network; the second server cluster 12 is in communication connection with the first server cluster 10, and is used for acquiring second type data of a communication network and performing data processing on the first type data and/or the second type data to provide data services; a terminal device 14, communicatively connected to the second server cluster 12, for managing the communication network based on the data service; wherein the first server cluster 10 and the second server cluster 12 are deployed in different areas, and the second server cluster 12 and the terminal device 14 are deployed in the same area.
The communication network management system can achieve the purposes of network situation analysis, performance trend analysis and fault early warning analysis based on big data, thereby realizing the technical effects of improving the predictability of the network operation trend and improving the safety and reliability of the power communication network, and further solving the technical problems that the operation and maintenance analysis, the risk assessment and the early warning of the power communication network cannot be effectively realized in the related technology.
As an alternative embodiment, the communication network may include different types of data, specifically, the communication network data may include a first type of data and a second type of data, and in the implementation process, the first type of data includes but is not limited to configuration data, alarm data, and performance data; the second type of data includes, but is not limited to, resource data, work order data. It should be noted that the communication network may be a power communication network.
As an alternative embodiment, the data processing includes, but is not limited to, data cleansing, data preprocessing, index calculation, column database, relational database, and the like.
As an alternative embodiment, the data service includes, but is not limited to, a label issuing service, a topic analysis service, a topic monitoring service, a condition monitoring service, and the like. The index issuing service is mainly used for providing issuing capability of index values, providing data for a system user interface and providing index data for other systems through expansion; the thematic analysis service is mainly used for providing data retrieval capability of thematic analysis results; the thematic monitoring service is mainly used for providing data pushing capacity of thematic monitoring content; the working condition monitoring service is mainly used for providing monitoring result pushing capacity for the running conditions of each component of the system.
As an alternative embodiment, the above terminal device 14 manages the communication network based on the data service, and includes at least one of: index management, topic analysis, topic monitoring and system management.
As an optional embodiment, the first server cluster 10 and the second server cluster 12 implement cross-regional deployment, where the first server cluster 10 is deployed in a production large area, and the second server cluster 12 is deployed in a management large area.
In the specific implementation process, a set of communication network management system based on performance data can be established by depending on a professional network management system and a communication management system on the premise of ensuring the safety and stability of the network and the system, and the communication network management system relates to a range including transmission equipment and data equipment included in a communication transmission network.
The communication network management system can realize the establishment of a communication network operation reliability evaluation system, and through the analysis of performance data and service data, the conversion of network operation quality from qualitative analysis to quantitative analysis is promoted, and the refinement level of network operation and maintenance is promoted. And a tool for effectively supporting the daily work of operation and maintenance personnel is also provided, network operation bottlenecks, risks and defects are found in time, and scientific data bases are provided for communication network optimization, system transformation and equipment overhaul. In addition, a monitoring function for supporting operation and maintenance personnel to dynamically track the degradation trend of the network operation quality is provided, and the risk early warning capability of the communication network operation quality degradation is improved.
The communication network management system of the present invention can promote the transition of network operation quality from qualitative analysis to quantitative analysis, realize related system functions, and provide automated means for collecting and processing basic data, calculating and issuing indexes, etc.
Optionally, an isolation device is deployed between the first server cluster 10 and the second server cluster 12.
As an optional embodiment, since the first server cluster 10 and the second server cluster 12 are deployed in a cross-region manner, an isolation device is deployed between the first server cluster 10 and the second server cluster 12, which can effectively ensure information security of cross-region data transmission.
Optionally, the first server cluster 10 includes: the device comprises a first acquisition server and a device network management server, wherein the first acquisition server is in communication connection with the device network management server and is used for acquiring first type data from the device network management server, and the first type data comprises at least one of the following data: configuration data, alarm data, performance data.
As an optional embodiment, the device network management server may be of different device manufacturers, and records configuration, alarm, performance data, and the like of a network element in a professional network management of the device manufacturer. In a specific implementation process, the first acquisition server may be used to acquire configuration data, alarm data, performance data, and the like from the device network management server.
Optionally, the second server cluster 12 comprises: the second acquisition server is in communication connection with the national power grid communication management system, and is used for synchronizing second type data of the national power grid communication management system, wherein the second type data comprises at least one of the following data: resource data, work order data.
As an alternative embodiment, the second collection server may extract the resource object data and the defect order and repair order data from the national grid communication management system.
Optionally, a first firewall is deployed between the first acquisition server and the device network management server, and/or a second firewall is deployed between the second acquisition server and the national grid communication management system.
As an optional embodiment, the first firewall and the second firewall may prevent an illegal user from entering. In addition, the first firewall and the second firewall include, but are not limited to, a network-layer firewall, an application-layer firewall, a database firewall, and the like.
Optionally, the second server cluster 12 comprises: and the data preprocessing server is in communication connection with the first acquisition server and the first acquisition server respectively and is used for receiving the first type data and/or the second type data, cleaning and preprocessing the first type data and/or the second type data to generate processed original data.
As an alternative embodiment, the data cleansing is used for performing deduplication and conflict processing on raw data acquired by the system, wherein the raw data includes first type data and/or second type data; the data preprocessing is used for carrying out normalization, compression and indexing processing on the cleaned original data; the index calculation is used for periodically extracting basic data from the original data according to the index model and carrying out index operation to obtain an expected index value; the columnar database is mainly used for storing preprocessed original data; the relational database is mainly used for storing processed data such as index values and the like.
As an alternative embodiment, a data preprocessing server is deployed in the second server cluster 12, and is mainly used for receiving, cleaning, and preprocessing raw data, and storing the preprocessed raw data in a distributed column-type database provided by the Hadoop cluster.
In the embodiment, by acquiring and cleaning the multivariate mass data of the power communication, the problems of data loss, data repetition and the like in the conventional data fusion are solved, the overall quality of the data is effectively improved, and a data basis is provided for the subsequent deep mining and system analysis.
Optionally, the second server cluster 12 comprises: and the Hadoop cluster server is in communication connection with the data preprocessing server and is used for performing distributed storage and distributed calculation on the processed original data and transferring the calculated index data to the database server.
As an optional embodiment, a Hadoop cluster server is deployed in the second server cluster 12 to implement data storage analysis service, mainly completing distributed storage of raw data and distributed computation of data analysis, and transferring the computed index class data to a database server.
Optionally, the database server is configured to store the index class data and the system auxiliary function class data after the statistical analysis is completed.
As an alternative embodiment, a database server is deployed in the second server cluster 12, and is mainly used for completing the storage of the index class data after the statistical analysis and the storage of the system auxiliary function class data, where the system auxiliary function class data includes, but is not limited to, a system user name, a password, and the like.
Optionally, the second server cluster 12 comprises: and the application server is in communication connection with the database server and the terminal device 14 respectively and is used for providing an application function corresponding to the data service for the terminal device 14 when the communication network is managed.
As an optional embodiment, an application server is deployed in the second server cluster 12 to provide each application function of the system, where the terminal device 14 manages the communication network based on the data service to provide the terminal device 14 with the application function corresponding to the data service, and the application function includes at least one of the following: index management, topic analysis, topic monitoring and system management.
As an alternative embodiment, the index management includes, but is not limited to, basic data management, index model management, and index release management. Wherein the basic data manages basic data for defining a calculation index; the index model management is used for defining information such as indexes, index calculation algorithms, index dimensions, index calculation periods and the like; and the index issuing management is used for customizing an issuing mode and an issuing template of the index value.
Optionally, the basic data includes raw data for calculating various network optimization and reliability indicators. The basic data management can be used for defining a basic data model for calculating indexes, and the maintenance function of the basic data model is as follows:
1) creating a basic data model: the system provides a graphical interface for a user to create a basic data model, and the created basic data model information comprises the number, the name, the definition, the data source, the acquisition period and the like of basic data;
2) querying the basic data model: a user can query a defined basic data model in the system according to the combination of conditions such as numbers, names, data sources, acquisition periods and the like, and query results are presented in a list mode;
3) and checking basic data model information: the user can check the information of the defined basic data model in the system, and the checked information comprises the number, the name, the definition, the data source, the acquisition period and the like of the basic data;
4) modifying the basic data model: the user can modify the information of the defined basic data model in the system, and the modifiable information comprises the name, definition and the like of the basic data;
5) deleting the basic data model: the user may delete the underlying data model that has been defined in the system.
Optionally, the index model management is a basic function for calculating various types of index data, and may be used to maintain definitions of various types of indexes, where the maintenance function is as follows:
1) creating an index model: the system provides a graphical interface for a user to create an index model, and the created index model information comprises index number, name, definition, dimension, calculation algorithm script, calculation period and the like;
2) and (3) inquiring the index model: a user can query the defined index model in the system according to the combination of conditions such as numbers, names, calculation cycles and the like, and query results are presented in a list mode;
3) checking index model information: the user can check the defined index model information in the system, and the checked information comprises the number, the name, the definition, the dimension, the calculation algorithm script, the calculation period and the like of the index;
4) modifying the index model: the user can modify the information of the defined index model in the system, and the modifiable information comprises the name, definition, calculation algorithm script, calculation period and the like of the index;
5) and (3) deleting the index model: the user may delete the defined metric model in the system.
Optionally, the index calculation may be configured to automatically execute an index calculation algorithm script according to the definition of the index model under the scheduling of the task management function, process and calculate the basic data acquired by the system to obtain a specific index value, and store the calculation result in the index database.
Optionally, the index release management may be used for auditing and releasing index data, and has the following specific functions:
1) and (4) auditing index data: the index data obtained by the automatic calculation of the system is defaulted as the to-be-audited data, and a user can check the to-be-audited index data according to a report template customized in advance and audit the data;
2) and (3) recalculating index data: for the index data with the state to be checked, the user can manually start recalculation, and the system recalculates the index value according to the index calculation algorithm script;
3) releasing the index data: and for the index data passing the audit, the user can select a report form or an interface to issue, and the issued index data is not allowed to be recalculated. The index data released by adopting the report mode can be exported into an EXCEL report according to the report template, and the index data released by adopting the interface mode can be provided for a third-party system to use through a data interconnection interface as required.
As an alternative embodiment, the above-mentioned topic analysis includes, but is not limited to, device operation and maintenance analysis, optical path operation and maintenance analysis, and circuit operation and maintenance analysis. The equipment operation and maintenance analysis is used for providing special analysis functions such as equipment load analysis, equipment reliability analysis and equipment fault analysis and assisting a user in mastering the resource bottleneck, operation risk and fault distribution condition of the equipment; the optical path operation and maintenance analysis is used for providing special analysis functions such as optical path bandwidth analysis, optical path reliability analysis, optical path performance analysis and optical path fault analysis and assisting a user in mastering bandwidth bottleneck, operation risk, operation quality and fault influence conditions of an optical path; the service operation and maintenance analysis is used for providing special analysis functions such as circuit load analysis, circuit reliability analysis and circuit performance analysis and assisting a user in mastering the operation load, operation risk and operation quality condition of the circuit.
In the specific implementation process, the system is combined with an index system to carry out thematic comprehensive analysis on the operation and maintenance conditions of the power communication network from three levels of equipment, light paths and services, finds network operation bottlenecks, risks and defects, and provides a basis for communication operation and maintenance, network optimization, system transformation and equipment overhaul.
The thematic analysis includes, but is not limited to, equipment operation and maintenance analysis, optical path operation and maintenance analysis and business operation and maintenance analysis.
Optionally, the operation and maintenance analysis of the device may comprehensively display load, reliability and fault information of the device by comprehensively analyzing the collected data of device configuration, alarm, performance and the like, and assist the user in mastering resource bottleneck, operation risk and fault distribution of the device in the power communication network.
The equipment operation and maintenance analysis includes, but is not limited to, equipment load analysis, equipment reliability analysis and equipment fault analysis.
Optionally, the operation and maintenance analysis of the optical path may comprehensively display bandwidth, reliability, performance, and fault information of the optical path by comprehensively analyzing the collected data such as device configuration, alarm, and performance, and assist the user in mastering bandwidth bottleneck, operation risk, operation quality, and fault influence of the optical path.
The optical path operation and maintenance analysis includes, but is not limited to, optical path bandwidth analysis, optical path reliability analysis, optical path performance analysis, and optical path fault analysis.
Optionally, the service operation and maintenance analysis may comprehensively display the load, reliability, and performance information of the service circuit by comprehensively analyzing the collected data such as the device configuration, the alarm, and the performance, and assist the user to master the operation load, the operation risk, and the operation quality of the service circuit.
The service operation and maintenance analysis includes, but is not limited to, circuit load analysis, circuit reliability analysis and circuit performance analysis.
As an alternative embodiment, the above-described thematic monitoring includes, but is not limited to, optical path quality monitoring and circuit quality monitoring. The optical path quality monitoring is used for providing dynamic monitoring capability for transmitting and receiving optical power of an optical port in an optical path, and meanwhile, data basis is provided for a user to predict the optical path quality degradation risk by combining historical data display; the circuit quality monitoring is used for providing dynamic monitoring capability for quality indexes such as error rate, continuous error code seconds, serious error code seconds and the like of a circuit, and meanwhile, data basis is provided for a user to predict the circuit quality degradation risk by combining historical data display.
In the specific implementation process, the system can realize dynamic tracking and monitoring of the quality of the optical path and the quality of the circuit, timely master the quality degradation trend of the optical path and the circuit, and improve the risk early warning capability of the operation quality degradation of the communication network.
Optionally, the optical path quality monitoring may provide a dynamic monitoring capability for the transmit-receive optical power of an optical port in the optical path, and provide a data basis for a user to predict the risk of degradation of the optical path quality in combination with historical data.
Optionally, the circuit quality monitoring may provide a dynamic monitoring capability for quality indicators such as error rate, consecutive error seconds, severe error seconds, and the like of each port in the circuit, and provide a data basis for a user to predict a circuit quality degradation risk in combination with historical data display.
Optionally, the system acquisition management includes configuration information acquisition, alarm information acquisition and performance data acquisition interconnected with the device network management system, and resource data synchronization and work order data synchronization interconnected with the national grid communication management system.
As an alternative embodiment, the system management includes, but is not limited to, user management, authority management, parameter configuration management, condition monitoring, task management and report management. User management is used for maintaining system user data; the authority management is used for controlling the access authority of the system user; the parameter configuration management is used for maintaining the system operation parameters; the working condition monitoring is used for dynamically monitoring the running condition of each component of the system; the task management is used for customizing and managing the system periodic calculation and analysis tasks; the report management is used for customizing and managing an output report template of a system calculation and analysis result.
Optionally, the user management includes, but is not limited to, adding a user, deleting a user, modifying user information, assigning user rights, modifying a user password, deriving user information, and printing user information.
Optionally, the rights management support displays only a management view conforming to the rights according to the functional rights and the management scope rights of the user. The system controls the login and operation of the system according to the configured authority.
Optionally, the system provides a graphical interface for a user to configure various operating parameters of the system.
Optionally, the monitoring of the operation condition of the system hardware device and the system software process is implemented in the above-mentioned condition monitoring.
Optionally, the task management may be used for task scheduling of transactional work such as index calculation in the system.
Optionally, the report management can realize a report flexible definition function based on a special report tool, and a common function of the statistical task and the report management is separated from the realization of different types of reports to form relatively stable application, so that the report management can be conveniently applied to different systems. The expandability is mainly embodied in that statistical reports with different formats and contents are made through the form of an expansion module which is easy to increase and decrease, so that the requirement of a user on flexibility and variety of report forms and contents is met.
In the embodiment, by means of network operation situation analysis and trend analysis technical research based on big data, network weak links can be found in time, potential risks of the network weak links can be reduced, active early warning monitoring means and methods are achieved, and risk prevention and operation and maintenance management and control levels of the power communication network are greatly improved.
Optionally, the number of terminal devices 14 is at least one, and the terminal devices 14 include a computer having a browser.
As an alternative embodiment, the plurality of user terminals in the area of the second server cluster 12 are computers with browsers.
The above-mentioned serial numbers of the embodiments of the present invention are merely for description and do not represent the merits of the embodiments.
In the above embodiments of the present invention, the descriptions of the respective embodiments have respective emphasis, and for parts that are not described in detail in a certain embodiment, reference may be made to related descriptions of other embodiments.
In the embodiments provided in the present application, it should be understood that the disclosed technology can be implemented in other ways. The above-described embodiments of the apparatus are merely illustrative, and for example, the division of the units may be a logical division, and in actual implementation, there may be another division, for example, multiple units or components may be combined or integrated into another system, 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, units or modules, and may be in an electrical or other form.
The units described as separate parts may or may not be physically separate, and parts displayed as units may or may not be physical units, may be located in one place, or may be distributed on a plurality of units. Some or all of the units can be selected according to actual needs to achieve the purpose of the solution of the embodiment.
In addition, functional units in the embodiments of the present invention 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 in the form of a software functional unit and sold or used as a stand-alone product, may be stored in a computer readable storage medium. Based on such understanding, the technical solution of the present invention may be embodied in the form of a software product, which is stored in a storage medium and includes instructions for causing a computer device (which may be a personal computer, a server, or a network device) to execute all or part of the steps of the method according to the embodiments of the present invention. And the aforementioned storage medium includes: a U-disk, a Read-Only Memory (ROM), a Random Access Memory (RAM), a removable hard disk, a magnetic or optical disk, and other various media capable of storing program codes.
The foregoing is only a preferred embodiment of the present invention, and it should be noted that, for those skilled in the art, various modifications and decorations can be made without departing from the principle of the present invention, and these modifications and decorations should also be regarded as the protection scope of the present invention.
Claims (10)
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Application publication date: 20210108 |