An ANFIS-PI based boost converter control scheme

Darvill, John, Tisan, Alin and Cirstea, Marcian N. (2015) An ANFIS-PI based boost converter control scheme. In: 2015 IEEE 13th International Conference on Industrial Informatics (INDIN), Cambridge, UK.

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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.

Item Type: Conference or Workshop Item (Paper)
Additional Information: © 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.
Keywords: power convertors, ANFIS algorithm, PI control
Faculty: ARCHIVED Faculty of Science & Technology (until September 2018)
Depositing User: Dr Alin Tisan
Date Deposited: 11 Jan 2017 09:44
Last Modified: 06 Apr 2022 10:50

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