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Hybrid AI-sep

A Multi-Agent Computer-Aided Tool for
Separation Process Problems Solving & Learning

Hybrid-AI-sep is an innovative, Multi-Agent Artificial Intelligence augmented computer-aided tool. It is specifically designed to solve complex separation process problems and serve as a powerful educational platform for chemical engineering.

The system integrates engineering knowledge, curated thermodynamic databases, and computational modeling tools within a workflow-based reasoning framework to support both industrial decision-making and education.

Hybrid AI-sep offers the following capabilities:

• Knowledge-Based Engineering Support: Ontology-based knowledge support covering separation principles, design heuristics, and integrated engineering explanations.

• Thermodynamic & Separation Database: Curated thermodynamic and separation databases including pure component properties, azeotropic systems, solvent data, and environmental information.

• Structured Engineering Workflow: Structured workflow-based engineering reasoning framework “Feasibility ↔ Verification ↔ Design

• Computational Tool Integration: Integrated computational tools for equilibrium calculations, solvent screening, reverse design methods, and established property models (NRTL, UNIFAC, PC-SAFT, etc.)

Educational Module: Providing transparent, step-by-step decision support for both engineering and education.

Local Deployment: Local deployment on standard laptops (≥8GB RAM) with no GPU requirement.

Hybrid AI-sep Interface

Key Contributions

  • Integration of AI + first-principles engineering
  • Multi-agent structured reasoning
  • Transparent explanation layer (education-focused)
  • CPU-based local AI deployment
  • Explainable AI through SLMs
  • Wide range of separation techniques
  • Problem solution and learning options

Work-flow

Example of an agent-based framework

Want to see more information about Hybrid AI-sep? Please visit our YouTube Channel for demonstration!

Go to Our Youtube Channel, Click

Interested in our software? Please contact us for more information.