Title :
An ANFIS-PI based boost converter control scheme
Author :
John Darvill;Alin Tisan;Marcian Cirstea
Author_Institution :
Anglia Ruskin University, Cambridge, UK
fDate :
7/1/2015 12:00:00 AM
Abstract :
The PI algorithm has proven to be a popular and widely used control method, due to its relative simplicity and robustness. Despite this, the linear nature of the algorithm means it doesn´t provide optimal control to non-linear systems. This paper presents a novel method of improving the performance of the PI controller using an ANFIS network to provide gain scheduling. This control scheme is applied to a Boost Converter circuit and simulated within the PSIM modelling environment. The simulation results indicate that using the ANFIS controller provides a fast system response with minimal errors even under dynamic operating conditions. The ANFIS controller is also shown to simplify the design flow in comparison to the popular Fuzzy-PI gain scheduling method.
Keywords :
"Algorithm design and analysis","Training","Mathematical model","Integrated circuit modeling","Fuzzy logic","Inductors","Control systems"
Conference_Titel :
Industrial Informatics (INDIN), 2015 IEEE 13th International Conference on
Electronic_ISBN :
2378-363X
DOI :
10.1109/INDIN.2015.7281809