Real-Time Experimental Investigation of Open- and Closed-Loop Speed Control for a Prototype EV Powertrain Incorporating a 2.2-kW BLDC Motor and Planetary Gearbox
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Abstract
This study presents an experimental investigation of open- and closed-loop speed control applied to a 2.2 kW brushless DC (BLDC) motor integrated with a planetary gearbox and evaluated under variable-speed and fixed-load conditions. The aim is to characterize the dynamic response, energy-conversion efficiency, and battery state-of-charge (SOC) behavior of the powertrain under real-time control strategies. A complete laboratory platform was developed using a commercial BLDC motor controller, a 60 V-17.4 Ah lithium-ion battery pack, an optical speed sensor, and an eddy-current dynamometer capable of applying load torques from 1.5 to 7.5 N & sdot;m. Open-loop operation regulated speed through direct voltage modulation, whereas closed-loop control was implemented using a proportional-integral-derivative (PID) algorithm executed in real time on a microcontroller. Real-time measurements of voltage, current, torque, and speed were used to compute electrical power, mechanical power, and system efficiency, while battery SOC variation was estimated using the Coulomb-counting method. The results indicate that open-loop control exhibits substantial speed-tracking errors, pronounced transient power surges during speed transitions, reduced efficiency, and an increased SOC depletion rate over the investigated speed range of 1000-2600 rpm. In contrast, the closed-loop PID controller maintains steady-state speed errors within approximately 1 % across all load levels, suppresses current fluctuations, mitigates transient losses, and enhances overall system efficiency by approximately 14-19 percentage points. Closed-loop operation further reduces SOC depletion by 0.49-0.75 percentage points, depending on the applied load torque. These findings demonstrate the effectiveness of feedback control in improving stability, energy utilization, and electric powertrain performance in BLDC-based propulsion systems, with direct relevance to electric-vehicle and hybrid powertrain systems.
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Keywords
Real-Time Control, Coulomb Counting, Dynamometers, Torque, Accuracy, State of Charge (SOC), Motors, Planetary Gearbox, State of Charge, Velocity Control, Speed Regulation, Mechanical Power Transmission, Regulation, Variable-Speed Operation, Real-Time Systems, BLDC Motor, Energy Efficiency, Transient Analysis, Open-Loop Control, Closed-Loop Control, Lithium-Ion Battery
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Volume
14
Issue
Start Page
48394
End Page
48406
