{'fraction_non_alphanumeric': 0.021806853582554516, 'fraction_numerical': 0.006230529595015576, 'mean_word_length': 5.366336633663367, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
MRAS based Speed Sensorless Model Predictive Torque Control of Induction Motor Drive

This paper presents a speed sensorless operation of induction motor (IM) drive using model predictive torque control (MPTC) scheme. This emerging MPTC scheme selects the optimal switching vector that fulfils the user defined constraints for sensorless IM drive operation. The sensorless strategy adopted here is rotor flux based model reference adaptive system (MRAS). The overall scheme has been developed in Matlab/Simulink. Real-time results using a dSPACE -1103 based IM laboratory prototype are also presented to validate the tedious simulation study.