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MTOF: A Novel FPGA-Based EMT Toolbox in MATLAB
- Citation Author(s):
- Submitted by:
- Xiao-Ping Zhang
- Last updated:
- Thu, 12/12/2024 - 19:01
- DOI:
- 10.21227/y1ya-vt15
- Data Format:
- License:
- Categories:
- Keywords:
Abstract
Field programmable gate array (FPGA) is becoming an attractive solution for real-time electromagnetic transient (EMT) simulations. FPGA-based EMT simulation uses thousands of lines of code and sophisticated architecture to satisfy executable requirements ranging from the low-level analog signal to the advanced EMT mathematics. The coding would place a tremendous burden on beginners to take at least 6 months. To provide more straightforward solutions, this paper develops the MATLAB-to-FPGA EMT toolbox (MTOF) in the computational engine frame of MATLAB. Based on Input Data, MTOF under a user-friendly MATLAB environment can generate transparent FPGA-based code while complex programming under FPGA can be avoided. This brings a dramatic coding simplification and results in significant savings of programming time. MTOF includes automatic calculation sequence, resource utilization, and initialization. For high accuracy, MTOF performs the Floating-Point arithmetic of EMT models with more readable data formats (e.g. memory unit) on FPGA. To improve computational efficiency, ready-to-run architecture is presented to automate code generation quickly. MTOF can generate FPGA code files within 50 s and 300 s for the 4-machine 11-bus and 10-machine 39-bus systems, respectively. To verify the effectiveness of the generated FPGA code generated by MTOF, simulations are demonstrated on the two systems using a single FPGA board with high accuracy.
1. The Instructions can be found in the "Manual for MTOF: A Novel FPGA-Based EMT Toolbox in MATLAB", which can also be found in the zip file: 5GUIDE.ZIP
2. "A Video Guide of MTOF" can be found in the zip file: 5GUIDE.ZIP
Dataset Files
- MATLAB CODE 1MATLAB CODE.zip (94.86 MB)
- BIT FILE 2BIT_FILE.zip (11.28 MB)
- FPGA_FILE 3FPGA_FILE.zip (858.64 MB)
- SIMULINK_FILE 4SIMULINK_FILE.zip (252.41 kB)
- GUIDE: There are two files (a) Manual; (b) Video Guide 5GUIDE.zip (57.47 MB)
Documentation
Attachment | Size |
---|---|
Manual for MTOF: A Novel FPGA-Based EMT Toolbox in MATLAB | 1.65 MB |