Compliance-Driven Engineering Project Generation Using Knowledge Morphs
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Solution Overview
Problem
Existing methods for generating engineering projects in industrial plants require significant manual effort and expertise to ensure compliance with resource parameters and customer-specific standards, leading to inefficiencies and potential non-compliance with key performance indicators.
Innovation Solution
A computer-implemented method and system that uses an automation module to automatically generate engineering projects by converting compliance requirements into knowledge morphs through a knowledge graph and transformer autoencoder model, enabling seamless integration and adherence to compliance requirements.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Reliability
If manual coding of engineering programs is performed, then compliance with resource parameters can be achieved, but significant time and effort are required
Solution Approach 1:
The system performs preliminary actions by automatically generating compliance requirements and translating them into engineering project artifacts before the actual engineering work begins. The automation module pre-processes compliance requirements into structured formats that can be directly used to generate engineering programs, eliminating the need for manual coding and significantly reducing the time and effort required while ensuring compliance with resource parameters.
2Reliability
If manual modification of engineering programs is performed to ensure compliance, then compliance requirements are met, but the process becomes expensive and time-consuming
Solution Approach 1:
The system enables self-service by automatically generating and translating compliance requirements into engineering project artifacts without requiring manual intervention. The automation module independently processes compliance requirements, translates them into appropriate engineering formats, and generates compliant engineering programs, eliminating the need for expensive and time-consuming manual modification processes while maintaining high compliance standards.
3Loss of time
If automated generation of engineering projects is implemented, then time and effort are reduced, but ensuring compliance with customer-specific standards becomes challenging
Solution Approach 1:
The system handles parameter changes by allowing flexible configuration of compliance requirements to accommodate different customer-specific standards. The automation module can translate various types of compliance requirements (functional, performance, safety, customer-specific) into appropriate engineering artifacts by adjusting translation parameters and rules, thereby maintaining both speed of generation and compliance reliability across different standards and requirements.
Data Source
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AI summary
The present invention provides a method and system for automatic generation of an engineering project based on at least one compliance requirement. The method comprises receiving at least one compliance requirement for a first engineering project. The method further comprises generating a first set of knowledge morphs and a second set of knowledge morphs by implementation of a knowledge morph generation procedure on the at least one compliance requirement and on a second engineering project. The method further comprises generating the first engineering project by implementation of an engineering project generation procedure on the first set and the second set of knowledge morphs.