Skip to main content

The Implementation of Battery Charging Strategy for IoT Nodes

  • Conference paper
  • First Online:
Euro-Par 2023: Parallel Processing Workshops (Euro-Par 2023)

Abstract

The Internet of Things (IoT) nodes dedicated to off-grid usage must fully rely on their battery power for continuous operation. In that sense battery charging process design is one of the focal points for the complete system design. Nowadays, battery charging, for such devices, usually relies on solar power which is not, unfortunately, the source of constant energy. Both environmental and constructive elements could easily make a negative impact on the charging process and reduce the amount of collected energy. Furthermore, if the IoT nodes are in hazardous areas, they are less accessible, and the value of effective battery management is even higher. The requirements for the battery charging process implementation are considered as opposite – on one hand, the requirement is to run charging with the lowest possible frequency and not up to 100%, and on the other hand, the battery should always have enough energy to maintain regular operation. In this research, we present the structure of the custom-developed IoT node based on the ECS32 system-on-a-chip dedicated to operating in remote industrial areas, and with an accent of its battery charging routine. The current routine is based on a standard thresholds approach and improved by including consumption estimates for the predefined periods. This paper presents the first results and should pave the ground for further upgrades. In addition, the comparison with state-of-the-art charging approaches is presented, as the guidelines for future work.

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 44.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 59.99
Price excludes VAT (USA)
  • Compact, lightweight 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

References

  1. Kumar, S., Tiwari, P., Zymbler, M.: Internet of Things is a revolutionary approach for future technology enhancement: a review. J. Big Data 6(1), 1–21 (2019)

    Article  Google Scholar 

  2. Paiola, M., Gebauer, H.: Internet of Things technologies, digital servitization and business model innovation in BtoB manufacturing firms. Ind. Mark. Manage. 89, 245–264 (2020)

    Article  Google Scholar 

  3. ISA-95 standard page, available online. https://www.isa.org/standards-and-publications/isa-standards/isa-standards-committees/isa95. Accessed 26 Feb 2023

  4. Callebaut, G., Leenders, G., Van Mulders, J., Ottoy, G., De Strycker, L., Van der Perre, L.: The art of designing remote IoT devices—technologies and strategies for a long battery life. Sensors 21(3), 913 (2021)

    Article  Google Scholar 

  5. Seferagić, A., Famaey, J., De Poorter, E., Hoebeke, J.: Survey on wireless technology trade-offs for the industrial Internet of things. Sensors 20(2), 488 (2020)

    Article  Google Scholar 

  6. Guidelines for integrated risk assessment and management in large industrial areas. https://www-pub.iaea.org/MTCD/publications/PDF/te_994_prn.pdf. Accessed 22 Apr 2023

  7. Increase safety Ex e standards, available online. https://www.nsw.gov.au/testsafe/electrical/explosive-atmosphere/increased-safety. Accessed 26 Feb 2023

  8. Bouguera, T., Diouris, J.-F., Chaillout, J.-J., Jaouadi, R., Andrieux, G.: Energy consumption model for sensor nodes based on LoRa and LoRaWAN. Sensors 18, 2104 (2018)

    Article  Google Scholar 

  9. Rajab, H., Cinkler, T., Bouguera, T.: Evaluation of Energy Consumption of LPWAN Technologies, available at Research Square (2021). https://doi.org/10.21203/rs.3.rs-343897/v1

  10. Ensworth, J.F., Reynolds, M.S.: BLE-backscatter: ultralow-power IoT nodes compatible with Bluetooth 4.0 low energy (BLE) smartphones and tablets. IEEE Trans. Microwave Theory Tech. 65(9), 3360–3368 (2017)

    Google Scholar 

  11. ESP32-WROOM-32 Datasheet. https://cdn-shop.adafruit.com/product-files/3320/3320_module_datasheet.pdf. Accessed 25 Feb 2023

  12. ESP32 Series Datasheet. https://www.espressif.com/sites/default/files/documentation/esp32_datasheet_en.pdf. Accessed 25 Feb 2023

  13. LoRaWAN module SimTech SX1268 Factsheet. https://www.semtech.com/products/wireless-rf/lora-connect/sx1268. Accessed 25 Feb 2023

  14. SimCom SIM800H module resource page. https://datasheetspdf.com/pdf/823439/SIMCom/SIM800H/1

  15. FreeRTOS resource page. https://www.freertos.org/. Accessed 26 Feb 2023

  16. Banguero, E., Correcher, A., Pérez-Navarro, Á., Morant, F., Aristizabal, A.: A review on battery charging and discharging control strategies: application to renewable energy systems. Energies 11(4), 1021 (2018)

    Article  Google Scholar 

  17. Bose, B., Garg, A., Panigrahi, B.K., Kim, J.: Study on Li-ion battery fast charging strategies: review, challenges and proposed charging framework. J. Energy Storage 55, 105507 (2022)

    Article  Google Scholar 

  18. Krishna, G., Singh, R., Gehlot, A., Akram, S.V., Priyadarshi, N., Twala, B.: Digital technology implementation in battery-management systems for sustainable energy storage: review, challenges, and recommendations. Electronics 11(17), 2695 (2022)

    Article  Google Scholar 

  19. Battery Management System Market Research Report: By Battery Type, Connectivity, Topology, Vertical—Global Industry Analysis and Forecast to 2030—Global Industry Analysis and Demand Forecast to 2030

    Google Scholar 

Download references

Acknowledgments

The Ministry of Education, Science, and Technological Development of the Republic of Serbia have funded this work, grant number 451-03-68/2022-14/ 200102. This work has been supported by the cost action CA 19135 CERCIRAS (Connecting Education and Research Communities for an Innovative Resource Aware Society).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Petar Rajković .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2024 The Author(s), under exclusive license to Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Rajković, P., Aleksić, D., Janković, D. (2024). The Implementation of Battery Charging Strategy for IoT Nodes. In: Zeinalipour, D., et al. Euro-Par 2023: Parallel Processing Workshops. Euro-Par 2023. Lecture Notes in Computer Science, vol 14352. Springer, Cham. https://doi.org/10.1007/978-3-031-48803-0_4

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-48803-0_4

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-48802-3

  • Online ISBN: 978-3-031-48803-0

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics