Modelling digital twins as a recursive multi-agent architecture: application to energy management of communicating materials
Overview & Synopsis
In recent years, there has been an increasing interest in intelligent product especially for industrial applications. A special intelligent product was proposed ten years ago, and this paradigm was named "communicating material", i.e. materials equipped with micro components able to sense, store and communicate data. Communicating material needs a recursive architecture to be managed with a digital twin. A literature analysis is proposed concerning recursive multi-agent systems and architectures regarding communicating material applicability. The most promising reference architecture was adapted for modelling digital twin of a communicating material under energy constraint. The composition and decomposition mechanisms are detailed to improve energy performance by generating an aggregated product with a global view. An applicative scenario relative to the different aggregation modes between two communicating materials, illustrates the proposed architecture ability.
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Document Information
| Document Title | Modelling digital twins as a recursive multi-agent architecture: application to energy management of communicating materials |
|---|---|
| Author / Organization | Hang Wan, Michael David, William Derigent |
| Subject & Discipline | Multidisciplinary Academic Open Research |
| Categories | Science & Mathematics |
| Publication Year | 2021 |
| License / Rights | Open Access / Creative Commons |
| Resource Verification | Listed PDF (Verification Pending) |
| Original Host Website |
HAL Open Science
(hal.science)
|
| File Format | application/pdf (Portable Document Format) |
| Language | EN |
| Catalog ID | DOC-84617 |
| Original Source Link | Visit Source Page on hal.science » |