EDGE-AI ENABLED PREDICTIVE MAINTENANCE SYSTEM FOR SMART MANUFACTURING USING IOT SENSORS AND MACHINE LEARNING ALGORITHMS

Authors

  • Muhammad Kashif Azhar Author

DOI:

https://doi.org/10.48047/wdkrq491

Keywords:

Edge-AI; Predictive Maintenance; IoT Sensors; Smart Manufacturing; Machine Learning; Real-Time Fault Detection; TinyML; Industry 4.0; Edge Computing; Condition Monitoring.

Abstract

Predictive maintenance has emerged as a critical component of Smart Manufacturing, driven by the need to minimize unplanned equipment downtime, enhance operational efficiency, and improve asset reliability. However, conventional cloud-centric predictive

Downloads

Download data is not yet available.

Downloads

Published

13.12.2025

Issue

Vol. 15 No. 7 (2025): volume 15 issue 7(2025)

Section

Articles

License

You are free to:

  1. Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
  2. Adapt — remix, transform, and build upon the material for any purpose, even commercially.
  3. The licensor cannot revoke these freedoms as long as you follow the license terms.

Under the following terms:

  1. Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
  2. No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.

Notices:

You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .

No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.

How to Cite

EDGE-AI ENABLED PREDICTIVE MAINTENANCE SYSTEM FOR SMART MANUFACTURING USING IOT SENSORS AND MACHINE LEARNING ALGORITHMS. (2025). International Journal of Information and Electronics Engineering, 15(7), 171-185. https://doi.org/10.48047/wdkrq491