Real-Time FPGA Implementation of FFT Architecture Utilizing a Single Butterfly Calculator: Application on Rotor Bars Fault Detection in Induction Motor
This paper presents a new architecture for implementing the Fast Fourier Transforms (FFT) on a field-programmable gate array (FPGA). The proposed architecture comprises one computational butterfly unit comprising one rotation operator and two complex adders. We have provided a detailed explanation of the structure. Our design demonstrates remarkable flexibility when handling increased FFT points. It maintains a fixed utilization of digital signal processing (DSP) resources while experiencing only minor increments in Look-Up Tables (LUTs) and flip-flops. This empowers us to confidently handle a more significant number of FFT points without resource concerns. The FFT architecture is also implemented in real-time on an FPGA, and its application is demonstrated in the context of broken rotor bar detection in induction motors, with the results displayed on a graphical user interface (GUI). The GUI further enhances usability by facilitating signal visualization. The results showcase the efficiency and effectiveness of the implemented architecture for real-time FFT computation in the specified application.
Authors
- Kamel Kamel
- Samir Hamdani (ORCID: https://orcid.org/0000-0002-6207-6532)
- Kamel Boudjit
- Hamid Khelfi (ORCID: https://orcid.org/0000-0002-1640-8698)
- Salim Hamouda
- Drid Mohamed Dhia Eddine
- Kassa Baghdouche
Institutions
- University of Science and Technology (YE)
- University of Sciences and Technology Houari Boumediene (DZ)
- Korea University of Science and Technology (KR)
Publication Details
- Published
- 2024-11-03
- DOI
- https://doi.org/10.1109/icsc63929.2024.10928791
- Citations
- 1
- Primary Topic
- Real-time simulation and control systems
- Type
- article
- Field-Weighted Citation Impact
- 0.33