# A Model-Based Approach to Automated Digital Twin Generation in Manufacturing

arXiv: https://arxiv.org/abs/2511.03742 · HTML: https://mlsanity.com/paper/2511.03742/

## Key facts

- Cited by 1 papers in the map (data through 14 Oct 2026).
- First posted on arXiv 30 Oct 2025.

## Built on by (most cited first, 1 of 1)

- [FacProcessTwin: An LLM-Based System for Process Twin Development](https://mlsanity.com/paper/2606.17666/) (2026)

## Abstract (arXiv)

Modern manufacturing demands high flexibility and reconfigurability to adapt to dynamic production needs. Model-based Engineering (MBE) supports rapid production line design, but final reconfiguration requires simulations and validation. Digital Twins (DTs) streamline this process by enabling real-time monitoring, simulation, and reconfiguration. This paper presents a novel platform that automates DT generation and deployment using AutomationML-based factory plans. The platform closes the loop with a GAI-powered simulation scenario generator and automatic physical line reconfiguration, enhancing efficiency and adaptability in manufacturing.