fmiSwap: Run-time Swapping of Models for Co-simulation and Digital Twins

TL;DR

fmiSwap is a novel FMI-compliant tool enabling run-time swapping of models in digital twin co-simulations, supporting model updates and structural changes during operation to improve accuracy and adaptability.

Contribution

The paper introduces fmiSwap, a new artifact that facilitates safe, run-time model swapping in digital twins, addressing model obsolescence and evolution challenges.

Findings

fmiSwap supports safe model swapping during co-simulation.

It is compatible with standalone and hardware-in-the-loop digital twin setups.

Demonstrated effectiveness using a water-tank case study.

Abstract

Digital Twins represent a new and disruptive technology, where digital replicas of (cyber)-physical systems operate for long periods of time alongside their (cyber)-physical counterparts, with enabled bi-directional communication between them. However promising, the development of digital twins is a non-trivial problem, since what can initially be adequate models may become obsolete in time due to wear and tear of the physical components, accumulated errors, or the evolving interaction with the environment. As such, there is a clear need for mechanisms that support swapping in new models, as well changing model structures as a whole when necessary. To address this challenge, we propose in this paper a novel artefact, fmiSwap, that is FMI compliant and allows for run-time swapping in standalone co-simulations, where different strategies can be tested easily, as well in fully deployed DT settings with hardware in the loop. We adopt a water-tank case-study consisting of a tank and its controller to demonstrate how fmiSwap works and how it can support swaps in a safe manner.