Speed Sensor-less Power Hardware In the Loop Emulation of PMDC Machine with Fuzzy Based Observer

This research work examines the implementation of a power hardware in the loop (PHIL) emulation for a permanent magnet DC (PMDC) motor with speed sensor-less operation. The PMDC motor is modelled in software and its behaviour is synthesized with the help of a two level power converter. The emulator power converter is operated in current control mode to synthesize the dynamic back emf and will closely mimic the behaviour of a DC machine. The PMDC drive is operated with speed sensor-less mode and a fuzzy-based speed observer is developed in the drive control system to showcase the operation of speed sensor-less functionality. This observer can be used to smoothly transit from sensor-based control to sensor-less control during the sensor failure scenarios. The PMDC drive and emulator converter operate using a bipolar modulation method, resulting in a single DC link operation. The digital control system and the fuzzy inference system is designed using MATLAB. The speed sensor-less PHIL system is tested with PLECS TMS320F28379D behavioural simulation environment under several dynamic testing conditions and the results are provided.

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Published
2024-12-18
DOI
https://doi.org/10.1109/pedes61459.2024.10961090
Primary Topic
Sensorless Control of Electric Motors
Type
article
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Speed Sensor-less Power Hardware In the Loop Emulation of PMDC Machine with Fuzzy Based Observer

Arun Rahul S, S. Harikrishnan
Sensorless Control of Electric Motors
article

Speed Sensor-less Power Hardware In the Loop Emulation of PMDC Machine with Fuzzy Based Observer

Arun Rahul S, S. Harikrishnan
article en

Abstract

This research work examines the implementation of a power hardware in the loop (PHIL) emulation for a permanent magnet DC (PMDC) motor with speed sensor-less operation. The PMDC motor is modelled in software and its behaviour is synthesized with the help of a two level power converter. The emulator power converter is operated in current control mode to synthesize the dynamic back emf and will closely mimic the behaviour of a DC machine. The PMDC drive is operated with speed sensor-less mode and a fuzzy-based speed observer is developed in the drive control system to showcase the operation of speed sensor-less functionality. This observer can be used to smoothly transit from sensor-based control to sensor-less control during the sensor failure scenarios. The PMDC drive and emulator converter operate using a bipolar modulation method, resulting in a single DC link operation. The digital control system and the fuzzy inference system is designed using MATLAB. The speed sensor-less PHIL system is tested with PLECS TMS320F28379D behavioural simulation environment under several dynamic testing conditions and the results are provided.

Indian Institute of Technology Palakkad (IN)
Affordable and clean energy
Openalex Percentile: Top 73%
Sensorless Control of Electric Motors
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Speed Sensor-less Power Hardware In the Loop Emulation of PMDC Machine with Fuzzy Based Observer — Arun Rahul S, S. Harikrishnan · (2024) | TGRS Research Map | TGRS