Darvill_et_al_2015.pdf (286.46 kB)
An ANFIS-PI based boost converter control scheme
conference contribution
posted on 2023-08-30, 14:36 authored by John Darvill, Alin Tisan, Marcian N. CirsteaThe 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.
History
Page range
632-639ISSN
2378-363XExternal DOI
Publisher
IEEEPlace of publication
OnlineTitle of book
2015 IEEE 13th International Conference on Industrial Informatics (INDIN)ISBN
978-1-4799-6649-3Conference proceeding
2015 IEEE 13th International Conference on Industrial Informatics (INDIN)Name of event
2015 IEEE 13th International Conference on Industrial Informatics (INDIN)Location
Cambridge, UKEvent start date
2015-07-22Event finish date
2015-07-24File version
- Accepted version
Language
- eng
Official URL
Legacy posted date
2017-01-11Legacy creation date
2019-04-11Legacy Faculty/School/Department
ARCHIVED Faculty of Science & Technology (until September 2018)Note
© 2015 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works.Usage metrics
Categories
No categories selectedLicence
Exports
RefWorks
BibTeX
Ref. manager
Endnote
DataCite
NLM
DC