Novel Auto-Tuning PD-Fuzzy Control of Current Harmonics to Reduce Losses in Motor Drive Systems Excited by SiC-MOSFET Inverter

2023

Closed access Metadata (CSL-JSON)
DOI 10.23919/siceiscs57194.2023.10079198
Data confidence 70 medium
How this score is calculated

It is built from checkable properties of the record itself: whether the article has a DOI, how many independent sources confirmed its data, whether the required fields are filled in, and how recent the latest confirmation is. Disagreement between sources and a missing identifier lower it. A value of 80 or above means the record was published without further checking; 60 to 79 means it is published at reduced confidence, with a manual check advisable. A record verified by an editor by hand is never pushed below 90 by a recalculation. This scores our data about the article, not the article itself.

Abstract

This paper presents a novel auto-tuning proportional derivative (PD) controller based on fuzzy logic for significant reduction of selective current harmonics in interior permanent magnet synchronous motor (IPMSM) drive systems under silicon carbide (SiC) inverter excitation, where the ultimate goal is to mitigate the IPMSM copper loss and SiC inverter loss in the motor drive systems for electric vehicles (EVs) and mobile robots. In the proposed control scheme, a fuzzy logic controller (FLC) is newly designed to automatically adjust the coefficients of the PD controller according to the operating conditions of the motor system. With the unique design of two inputs and related membership functions based on absolute values in the FLC, the number of its fuzzy association rules is remarkably decreased in order to achieve good control performance with a less computational burden in real-time implementation. The measured results obtained with an experimental SiC-based IPMSM drive system under a high carrier frequency of 200 kHz in load condition are shown and discussed to validate the feasibility and effectiveness of the introduced PD-fuzzy control. Furthermore, this model-free PD-fuzzy control scheme can be appropriately applied for other motor drives utilized in various fields.