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Method for integrating PMML file, operation environment thereof and industrial software

A runtime environment and integration method technology, applied in software design, software deployment, program code conversion, etc., can solve problems such as lack of universal applicability and reusability, and information models that cannot be directly semantically compatible

Pending Publication Date: 2021-02-12
HANGZHOU HOLLYSYS AUTOMATION
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, data modeling software is not yet directly semantically compatible with industrial field information models. When integrating with industrial software, semantic interoperability still needs to be completed manually one-to-one, and it does not have universal applicability and reusability.

Method used

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  • Method for integrating PMML file, operation environment thereof and industrial software
  • Method for integrating PMML file, operation environment thereof and industrial software
  • Method for integrating PMML file, operation environment thereof and industrial software

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Embodiment Construction

[0048] The following will clearly and completely describe the technical solutions in the embodiments of the application with reference to the drawings in the embodiments of the application. Apparently, the described embodiments are only some of the embodiments of the application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0049] In order to facilitate the understanding of the solutions disclosed in the embodiments of the present application, the background knowledge such as relevant terms and nouns is firstly introduced below.

[0050] OPC UA is an industrial protocol generally recognized in the industrial field. It not only provides an information communication protocol, but also provides the ability to establish a meta-information model. Currently, it has good compatibility support for the existing ...

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Abstract

The invention discloses a method for integrating a PMML file, an operation environment thereof and industrial software. The method comprises the steps: determining a PMML file to be integrated, extracting key information from an XML description file, and extracting an OPC UA information model and instantiation information from target industrial software; searching a rule knowledge base for matchedinformation model element mapping rule according to the OPC UA information model information and PMML file key information, and generating a mapping rule configuration file in combination with the obtained instantiation information; and loading the mapping rule configuration file into a PMML operation environment to realize data integration of the PMML file and the target industrial software. According to the method, rapid integration of industrial software and PMML files can be automatically realized, customized operation of traditional integration is avoided, and the manual configuration cost is reduced.

Description

technical field [0001] The present application relates to the technical field of industrial digitization, and more specifically, relates to a PMML file and an integration method and device of a PMML file and its runtime environment with industrial software, an electronic device, and a computer-readable storage medium. Background technique [0002] With the higher degree of digitalization and intelligence in smart factories, the integration and reuse of industrial algorithms is becoming more and more important. On the one hand, industrial algorithms have been extensively accumulated in enterprises, institutions, and research institutes, and are basically developed using mature commercial or open source software; on the other hand, industrial systems have basically been standardized, and the requirements for intelligence are getting higher and higher. The requirements for industrial algorithm integration are getting higher and higher. [0003] Traditional data modeling and in...

Claims

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Application Information

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IPC IPC(8): G06F8/20G06F8/41G06F8/61G06F9/445
CPCG06F8/20G06F8/61G06F8/41G06F9/44521Y02P90/30
Inventor 李戎孙继超朱珂胡振亚
Owner HANGZHOU HOLLYSYS AUTOMATION
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