Skip to main content

Design and Implementation of an FPGA-Based Digital Twin for an Electric Motor

  • Conference paper
  • First Online:
Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems

Abstract

This paper presented a development of a system that can emulate a real electric motor in real time. This system, called digital twin or real-time digital simulator (RTDS), has critical value for many applications. The digital twin was developed in the field-programmable gate array (FPGA) structure, which is a high-speed digital system for real-time operation. The motor model was rearranged so that it can be run in real time on the FPGA. The developed digital twin was operated together with the real motor under the same conditions. Both the armature currents and motor speeds of the two motors were examined instantaneously on the same scope screen. Digital twin motor results were achieved to be nearly identical to real motor results. Especially, the digital twin showed dynamics similar to real motor dynamics with high accuracy as expected for reference signals with very fast transitions. The latency of the developed system was measured as about \(10\, \upmu \text {s}\). It can be said that this latency is quite enough to emulate electric motors.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 229.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 299.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 299.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Similar content being viewed by others

References

  1. Hernández LA, Hernández S (1997) Application of digital 3D models on urban planning and highway design. WIT Trans Built Environ 33

    Google Scholar 

  2. Michael G (2014) Digital twin: manufacturing excellence through virtual factory replication. White paper 1, pp 1–7

    Google Scholar 

  3. Shafto M, Conroy M, Doyle R, Gleassgen E, Kemp C, LeMoigne J, Wang L (2010) Draft modelling, simulation, information technology and processing roadmap. Technol Area 11

    Google Scholar 

  4. Lo CK, Chen CH, Zhong RY (2021) A review of digital twin in product design and development. Adv Eng Inform 48:101297

    Google Scholar 

  5. El Saddik A (2018) Digital twins: the convergence of multimedia technologies. IEEE Multimedia 25(2):87–92

    Google Scholar 

  6. Lu Y, Liu C, Kevin I, Wang K, Huang H, Xu X (2020) Digital twin-driven smart manufacturing: connotation, reference model, applications and research issues. Robot Comput Integr Manuf 61:101837

    Google Scholar 

  7. Qi Q, Tao F, Zuo Y, Zhao D (2018) Digital twin service towards smart manufacturing. Procedia CIRP 72:237–242

    Google Scholar 

  8. McLaren PG, Kuffel R, Wierckx R, Giesbrecht J, Arendt L (1992) A real time digital simulator for testing relays. IEEE Trans Power Delivery 7(1):207–213

    Article  Google Scholar 

  9. Kawal K, Hong Q, Paladhi S, Liu D, Papadopoulos PN, Blair S, Booth C (2022) Vulnerability assessment of line current differential protection in converter-dominated power systems. In: IET 16th international conference on developments in power system protection, pp 1–6

    Google Scholar 

  10. Avendaño A (2022) Microgrid controller evaluation using real-time digital simulation. In: 2022 IEEE power and energy society innovative smart grid technologies conference (ISGT). IEEE, pp 1–5

    Google Scholar 

  11. Afshar M, Majidi M, Gashteroodkhani OA, Amoli ME (2022) High impedance fault detection in a practical platform using a real-time-digital simulator. In: 2022 IEEE Texas power and energy conference (TPEC). IEEE, pp 1–6

    Google Scholar 

  12. Li H, Meng K, Peng Y, Li X (2022) Control strategy for seamless switching of virtual synchronous generators based on secondary frequency and voltage regulation. Alexandria Eng J 61(12):10477–10484

    Google Scholar 

  13. Dehkordi AB, Maguire TL (2021) A multi-star synchronous machine model for real-time digital simulation and its applications. Electr Power Syst Res 197:107312

    Article  Google Scholar 

  14. Aydogmus O, Boztas G (2019) Implementation of an FPGA-based motor control with low resource utilization. In: 2019 4th international conference on power electronics and their applications (ICPEA), pp 1–5

    Google Scholar 

  15. Liu J, Chen Y, Ding H, Zhang Y (2021) Development of phase domain frequency-dependent transmission line model on fpga for real-time digital simulator. Electr Power Sys Res 197:107305

    Google Scholar 

  16. Yang C, Xue Y, Zhang XP, Zhang Y, Chen Y (2018) Real-time fpga-rtds co-simulator for power systems. IEEE Access 6:44917–44926

    Google Scholar 

  17. Zhang B, Wang Y, Tu S, Jin Z (2018) Fpga-based realtime digital solver for electro-mechanical transient simulation. Energies 11(10):2650

    Google Scholar 

  18. Intel. Floating-Point IP Cores User Guide. intel, September 2021. UG01058

    Google Scholar 

Download references

Acknowledgements

This study was performed at Firat University within the scope of the doctoral thesis titled as (Design of an FPGA-based real-time simulator for electric motor and drive systems).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Mehmet Riza Sarac .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2023 The Author(s), under exclusive license to Springer Nature Singapore Pte Ltd.

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Sarac, M.R., Aydogmus, O. (2023). Design and Implementation of an FPGA-Based Digital Twin for an Electric Motor. In: Bindhu, V., Tavares, J.M.R.S., Vuppalapati, C. (eds) Proceedings of Fourth International Conference on Communication, Computing and Electronics Systems . Lecture Notes in Electrical Engineering, vol 977. Springer, Singapore. https://doi.org/10.1007/978-981-19-7753-4_46

Download citation

  • DOI: https://doi.org/10.1007/978-981-19-7753-4_46

  • Published:

  • Publisher Name: Springer, Singapore

  • Print ISBN: 978-981-19-7752-7

  • Online ISBN: 978-981-19-7753-4

  • eBook Packages: EngineeringEngineering (R0)

Publish with us

Policies and ethics