Fuzzy-2 deployment in indirect vector control and hybrid space vector modulation for a two-level inverter fed induction motor drive DOI Creative Commons
T. Abhiram, Raghavendra Reddy Karasani,

Kambhampati Venkata Govardhan Rao

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: April 18, 2025

Soft computing based expert systems have a pivotal role to play in designing standalone mobility such as unmanned aerial vehicles. The are designed by learning from functional data of system, thereby framing rules without relying on apre-defined model. use type-2 fuzzy (fuzzy-2) controllers instead traditional proportional-integral (PICs) enhances the dynamic performance an indirect vector controlled (IVC) induction motor (IM) this paper. error tracking path (ETP) PIC is fixed for given set gain constants. With IF-THEN rules, Mamdani fuzzy-2 inference system (MF2IS) processes ambiguous and produces membership functions that work three-dimensional inputs. Thus, controller constants become unfixed; response attains zero rapidly with unfixed ETP. It well-known changing switching frequency voltage source inverter (VSI) increases losses VSI but reducing total harmonic distortion (THD) line current IM important trade-off. Hence, issue also addressed replacing duty cycle (F2DCC) place conventional controller. Simulation experiments conducted using MATLAB/SIMULINK evaluate efficacy IM. experimental validation done prototype Sacrae Theologiae Magister (STM) processor 1 horsepower

Language: Английский

Fuzzy-2 deployment in indirect vector control and hybrid space vector modulation for a two-level inverter fed induction motor drive DOI Creative Commons
T. Abhiram, Raghavendra Reddy Karasani,

Kambhampati Venkata Govardhan Rao

et al.

Scientific Reports, Journal Year: 2025, Volume and Issue: 15(1)

Published: April 18, 2025

Soft computing based expert systems have a pivotal role to play in designing standalone mobility such as unmanned aerial vehicles. The are designed by learning from functional data of system, thereby framing rules without relying on apre-defined model. use type-2 fuzzy (fuzzy-2) controllers instead traditional proportional-integral (PICs) enhances the dynamic performance an indirect vector controlled (IVC) induction motor (IM) this paper. error tracking path (ETP) PIC is fixed for given set gain constants. With IF-THEN rules, Mamdani fuzzy-2 inference system (MF2IS) processes ambiguous and produces membership functions that work three-dimensional inputs. Thus, controller constants become unfixed; response attains zero rapidly with unfixed ETP. It well-known changing switching frequency voltage source inverter (VSI) increases losses VSI but reducing total harmonic distortion (THD) line current IM important trade-off. Hence, issue also addressed replacing duty cycle (F2DCC) place conventional controller. Simulation experiments conducted using MATLAB/SIMULINK evaluate efficacy IM. experimental validation done prototype Sacrae Theologiae Magister (STM) processor 1 horsepower

Language: Английский

Citations

0