EPC-Data-Processing-Brain - Ontology-Enhanced Autonomous Agent and Mixture-of-Experts System for Orchestration of Data Processing in P&A-Engineering

A method for comprehensive engineering data processing in an industrial plant, the method comprising:

• providing to a large language model-based (LLM)-based, autonomous agent access to domain knowledge representation associated with one engineering project;
• and
• applying the LLM-based autonomous agent provided with the access to orchestrate by the LLM-based autonomous agent at least the following based on and/or in alignment with the domain knowledge representation;
• obtaining first data indicative of engineering data associated with the one engineering project;
• based on one or more types of information provided in the engineering data and/or based on a type of the one engineering project, selecting one or more processing tools for processing the first data;
• applying the selected one or more processing tools on the first data;
• based on the applying, obtaining second data indicative of one or more intermediate results from a processing of the first data by the selected one or more processing tools;
• comprehensively analyzing the second data based on checking for contradictions and/or optimization potential among the second data;
• and
• based on a result of the comprehensively analyzing, obtaining third data indicative of a structured representation of the first data.