Low-Latency Dual-MCU Hardware-in-the-Loop Platform Using Analog-Domain Communication for Electric Drive Applications
Main Article Content
Abstract
Real-time validation of electric-vehicle (EV) motor-drive controllers remains constrained by the high cost and communication latency of existing hardware-in-the-loop (HIL) systems. To address this limitation, this paper presents a dual-microcontroller HIL platform that enables deterministic, low-latency testing using readily available components. Two Texas Instruments TMS320F28379D digital signal controllers are used to partition the control and plant domains. The first MCU executes cascaded PI-based speed and current regulators, while the second numerically simulates the DC-motor–chopper–vehicle dynamics at a 10 µs step size. A distinguishing feature of the proposed system is its analog-domain signal exchange: the controller’s PWM duty output is low-pass filtered and sampled by the plant MCU, while plant feedback (armature current and speed) is returned through DAC–ADC links. This architecture eliminates protocol overhead inherent in SPI or serial communication and achieves a measured 8.67 µs round-trip latency, ensuring deterministic real-time coupling. Experimental validation using step and mixed-drive-cycle profiles demonstrates tracking performance comparable to a single-MCU benchmark, with reduced current ripple and improved modularity. The entire workflow is implemented through Simulink auto-code generation, requiring no manual driver coding. Beyond providing a cost-effective alternative to commercial HIL simulators, the platform offers a transparent and reproducible framework for research and education in electric-drive control. This contribution highlights how analog-coupled dual-MCU architectures can deliver sub-10 µs responsiveness and structural realism, forming a scalable foundation for next-generation EV HIL development
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References
I. R. Kendall and R. P. Jones, “An Investigation into
the Use of Hardware-in-the-Loop Simulation Testing
for Automotive Electronic Control Systems,”
Control Engineering Practice, vol. 7, no. 11, pp.
–1356, Nov. 1999.
R. Isermann, R. Schaffnit, and S. Sinsel, “Hardwarein-
the-Loop Simulation for the Design and Testing
of Engine Control Systems,” Control Engineering
Practice, vol. 7, no. 5, pp. 643–653, May 1999.
D. Maclay, “Simulation Gets into the Loop,” IEEReview, vol. 43, no. 3, pp. 109–112, May 1997.
F. Mihalič, M. Truntič, and A. Hren, “Hardwarein-
the-Loop Simulations: A Historical Overview
of Engineering Challenges,” Electronics, vol. 11, no.
, Art. 2462, Aug. 2022.
IEEE PES Task Force on Real-Time Simulation of
Power and Energy Systems, “Real-time simulation
technologies for power systems design, testing,
and analysis,” IEEE Power and Energy Technology
Systems Journal, vol. 2, no. 2, pp. 63–73, Jun. 2015.
J. Saele and I. O’Bryan, ”Realization of Real-
Time Simulation of Power Electronics Systems
in Applications - A Review of Requirements and
Methods,” 2024 IEEE 15th International Symposium
on Power Electronics for Distributed Generation
Systems (PEDG), Luxembourg, 2024, pp. 1-6.
G. F. Lauss, M. O. Faruque, K. Schoder, C. Dufour,
A. Viehweider and J. Langston, ”Characteristics
and Design of Power Hardware-in-the-Loop Simulations
for Electrical Power Systems,” IEEE Transactions
on Industrial Electronics, vol. 63, no. 1, pp.
-417, Jan. 2016.
M. O. Omar Faruque and V. Dinavahi, ”Hardwarein-
the-Loop Simulation of Power Electronic Systems
Using Adaptive Discretization,” IEEE Transactions
on Industrial Electronics, vol. 57, no. 4, pp.
-1158, Apr. 2010.
R. F. Bastos, G. H. F. Fuzato, C. R. de Aguiar, R.
V. A. Neves, and R. Q. Machado, “Model, Design
and Implementation of a Low-Cost HIL for Power
Converter and Microgrid Emulation Using DSP,”
IET Power Electronics, vol. 14, no. 1, pp. 690–705,
Jan. 2021.
S. A. Ojeda-Mancera, J. G. Carranco-Martínez,
V. M. Sámano-Ortega, J. J. Martínez Nolasco, C.
Martínez Nolasco, and M. Santoyo Mora, “Didactic
Hardware-in-the-Loop Platform: A Low-
Cost Open-Source Approach,” IEEE Latin America
Transactions, vol. 23, no. 10, pp. 910–921, Oct. 2025.
Y. Martinez-Armero, S. Lopez-Blandon, and E.
Giraldo, “Low-Cost Arduino-Based Hardware-inthe-
Loop Platform for Simulation and Control of
Dynamic Systems,” IAENG International Journal of
Computer Science, vol. 50, no. 4, pp. 1–8, Dec. 2023.
J. Vejlupek, M. Jasanský, V. Lamberský, and
R. Grepl, “Custom-Build Hardware-in-the-Loop
Microcontroller Based Simulator for Turboprop
and Turbojet Engine Control Units,” International
Journal of Circuits, Systems and Signal Processing,
vol. 8, pp. 410–417, 2014.
M. E. M. Essa, J. V. W. Lotfy, M. E. K. Abd-Elwahed,
K. Rabie, B. M. ElHalawany, and M. Elsisi, “Low-
Cost Hardware in the Loop for Intelligent Neural
Predictive Control of Hybrid Electric Vehicle,”
Electronics, vol. 12, no. 4, Art. 971, Feb. 2023.
Wahyudi, M. J. E. Salami, and A. Albagul,
“Development of a Microcontroller-Based
Control System with a Hardware-in-the-Loop (HIL) Method for Control Education Using
MATLAB/Simulink/xPC Target,” International
Journal of Engineering Education, vol. 21, no. 5, pp.
–854, 2005.
Gis, D., Büscher, N., Haubelt, C., “Investigation
of Timing Behavior and Jitter in a Smart Inertial
Sensor Debugging Architecture,” Sensors, vol. 21,
no. 14, pp. 4675–4689, Jul. 2021
dSPACE GmbH, “SCALEXIO Real-Time Platform,”
Product Information, [Online]. Available:
https://www.dspace.com/en/pub/home/products/hw/simulator_hardware/cfm, accessed: Mar. 2026.
Typhoon HIL, “HIL606 Real-Time Digital
Simulator,” Product Datasheet, [Online]. Available:
https://www.typhoon-hil.com/products/hilsimulator/
hil606/, accessed: Mar. 2026.
OPAL-RT Technologies, “OPAL-RT Real-Time
Simulation Platforms,” Product Overview,
[Online]. Available: https://www.opalrt.
com/hardware/simulators/, accessed: Mar.
Texas Instruments, “TMS320F2837xD
Dual-Core Microcontrollers Technical
Reference Manual,” 2022. [Online]. Available:
https://www.ti.com/lit/pdf/spruhm8, accessed:
Mar. 2026.