Digital twin for condition monitoring of actuators

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F23%3A00368403" target="_blank" >RIV/68407700:21230/23:00368403 - isvavai.cz</a>

Výsledek na webu

<a href="http://dx.doi.org/10.1784/cm2023.5d1" target="_blank" >http://dx.doi.org/10.1784/cm2023.5d1</a>

DOI - Digital Object Identifier

<a href="http://dx.doi.org/10.1784/cm2023.5d1" target="_blank" >10.1784/cm2023.5d1</a>

Jazyk výsledku

angličtina

Název v původním jazyce

Digital twin for condition monitoring of actuators

Popis výsledku v původním jazyce

Digital Twin is an individual model of the physical system with the support of enabling technologies, including multi-physics simulation, machine learning, etc. We developed Digital Twin for electromechanical actuators (EMA) containing three essential parts: real physical system (real EMA), digital model (virtual EMA), and information interconnection (real-time data from sensors and control), which allows capturing the current state of the physical system in a digital model. The virtual EMA provides the near real-time representation of the physical EMA. It offers the potential to optimize operations and maintenance and further accelerates the new product development process. The virtual EMA enables degradations detection, What-If simulations, RUL estimations, KPIs trending, etc. The degradation tracking performance of the digital twin was evaluated using a test stand with real EMA and seeded faults (degraded tooth, partial winding short, loss of lubrication). The results indicate that this approach can be used for the monitoring of EMA degradations.

Název v anglickém jazyce

Digital twin for condition monitoring of actuators

Popis výsledku anglicky

Digital Twin is an individual model of the physical system with the support of enabling technologies, including multi-physics simulation, machine learning, etc. We developed Digital Twin for electromechanical actuators (EMA) containing three essential parts: real physical system (real EMA), digital model (virtual EMA), and information interconnection (real-time data from sensors and control), which allows capturing the current state of the physical system in a digital model. The virtual EMA provides the near real-time representation of the physical EMA. It offers the potential to optimize operations and maintenance and further accelerates the new product development process. The virtual EMA enables degradations detection, What-If simulations, RUL estimations, KPIs trending, etc. The degradation tracking performance of the digital twin was evaluated using a test stand with real EMA and seeded faults (degraded tooth, partial winding short, loss of lubrication). The results indicate that this approach can be used for the monitoring of EMA degradations.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

20205 - Automation and control systems

Projekt

—

Návaznosti

I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Rok uplatnění

2023

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

Nineteenth International Conference on Condition Monitoring and Asset Management

ISBN

9780903132817

ISSN

2632-637X

e-ISSN

2632-637X

Počet stran výsledku

5

Strana od-do

—

Název nakladatele

British Institute of Non-Destructive Testing ( BINDT )

Místo vydání

Northamption

Místo konání akce

Northampton

Datum konání akce

11. 9. 2023

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

—