Security knowledge graph construction method and system for smart power plant

Abstract

The invention discloses a safety knowledge graph construction method and a system for a smart power plant. The method comprises the following steps: firstly, collecting data and constructing a knowledge model, and classifying, cleaning and storing the data according to the knowledge model; performing knowledge extraction on the unseparated data of the entity, and constructing a knowledge graph by using a knowledge extraction result and the separated data of the entity; and finally, applying the constructed knowledge graph to different scenes. The invention further discloses a system using the method. Compared with the prior art, the knowledge extraction method based on the features can perform entity extraction more accurately, and relationship extraction can be performed more quickly and accurately by encoding entities and sentences and utilizing a CNN method. The knowledge graph constructed by the invention comprehensively considers the current application situation and demand of safety management of the power enterprise, can effectively reduce the safety risk of the production link of the power plant, is convenient for the enterprise to realize intelligent management in power production, and guarantees the production safety of the power plant.

Description

technical field

[0001] The present invention relates to the technical field of power system security, in particular to a method and system for constructing a security knowledge map for smart power plants. Background technique

[0002] With the rapid development of new technologies such as big data, Internet of Things, cloud computing, mobile Internet, and intelligent control, the technical conditions for EPC engineering construction of smart enterprises have matured.

[0003] Since the 21st century, information technology has profoundly affected every corner of the world and brought earth-shaking changes to all walks of life. As the foundation of business development, safety management has been widely concerned all over the world. Overall, in recent years, power companies have carried out in-depth risk management and control of power grid operation, and the safety production management and control capabilities of the power grid and the level of accident prevention have been...

Examples

Embodiment Construction

[0071] The application will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solutions of the present invention more clearly, but not to limit the protection scope of the present application.

[0072] Such as figure 1 As shown, the present invention is a method for constructing a safety knowledge map for smart power plants, including:

[0073] Step 1: Collect raw text data containing personnel information and raw text data containing regional operations;

[0074] The original text data of personnel information includes text containing employee id, employee name, employee date of birth, employee education, employee position, employee contact information, employee department, employee position, employee area, employee status, and employee area security authority level ;

[0075] The original text data of regional operations includes texts containing regional information, department infor...

technical field

[0001] The present invention relates to the technical field of power system security, in particular to a method and system for constructing a security knowledge map for smart power plants. Background technique

[0002] With the rapid development of new technologies such as big data, Internet of Things, cloud computing, mobile Internet, and intelligent control, the technical conditions for EPC engineering construction of smart enterprises have matured.

[0003] Since the 21st century, information technology has profoundly affected every corner of the world and brought earth-shaking changes to all walks of life. As the foundation of business development, safety management has been widely concerned all over the world. Overall, in recent years, power companies have carried out in-depth risk management and control of power grid operation, and the safety production management and control capabilities of the power grid and the level of accident prevention have been...

Examples

Embodiment Construction

[0071] The application will be further described below in conjunction with the accompanying drawings. The following examples are only used to illustrate the technical solutions of the present invention more clearly, but not to limit the protection scope of the present application.

[0072] Such as figure 1 As shown, the present invention is a method for constructing a safety knowledge map for smart power plants, including:

[0073] Step 1: Collect raw text data containing personnel information and raw text data containing regional operations;

[0074] The original text data of personnel information includes text containing employee id, employee name, employee date of birth, employee education, employee position, employee contact information, employee department, employee position, employee area, employee status, and employee area security authority level ;

[0075] The original text data of regional operations includes texts containing regional information, department infor...

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