Skip to main navigation Skip to search Skip to main content

Guidelines for designing a digital twin for Li-ion battery: A reference methodology

  • Concetta Semeraro
  • , Haya Aljaghoub
  • , Mohammad Ali Abdelkareem
  • , Abdul Hai Alami
  • , Michele Dassisti
  • , A. G. Olabi
  • University of Sharjah
  • Minia University
  • Polytechnic University of Bari
  • Aston University

Research output: Contribution to journalArticlepeer-review

26 Scopus citations

Abstract

The integration of digital technologies is causing a significant change in the energy sector. These innovations have transformed traditional energy grids into intelligent grids. As a result, the digital replica of Battery Energy Storage Systems (BESS) has become one of the most crucial components in the energy sector. Digital twin technology enables the seamless integration of BESS into intelligent grids and offers numerous benefits, such as easy identification and prediction of faults, real-time system monitoring, optimization, temperature regulation, and estimation of parameters. As a result, the overall performance of BESS is improved by the digital twin technology. Consequently, this paper discusses the general guidelines that must be followed to develop a digital twin for a Li-ion BESS successfully. The main function is to define how to design a digital twin able to optimize the system and facilitate early and predictive fault detection and diagnosis.

Original languageEnglish
Article number128699
JournalEnergy
Volume284
DOIs
StatePublished - Dec 1 2023

Keywords

  • Battery energy storage systems
  • Digital twin
  • Formal concept analysis
  • Lithium battery
  • Unsupervised machine learning

Fingerprint

Dive into the research topics of 'Guidelines for designing a digital twin for Li-ion battery: A reference methodology'. Together they form a unique fingerprint.

Cite this