DSpace Repository

Differential evolution based optimal fuzzy logic control of pH neutralization process

Show simple item record

dc.contributor.author Bhanot, Surekha
dc.contributor.author Mohanta, Hare Krishna
dc.date.accessioned 2023-02-09T06:04:23Z
dc.date.available 2023-02-09T06:04:23Z
dc.date.issued 2014
dc.identifier.uri https://ieeexplore.ieee.org/document/7092060
dc.identifier.uri http://dspace.bits-pilani.ac.in:8080/xmlui/handle/123456789/9098
dc.description.abstract Differential evolution (DE) is a member of evolutionary algorithm family which has gained popularity due to its conceptual simplicity and better convergence. This paper presents fuzzy logic based pH control scheme for neutralization process in which DE is used to optimize the input and output membership functions of fuzzy inference system (FIS). The fitness function for optimization is integral of squared errors (ISE). DE is able to converge and find optimal global solution over narrow as well as wide search spaces. Finally the controller performance has been evaluated for servo and regulatory operations. en_US
dc.language.iso en en_US
dc.publisher IEEE en_US
dc.subject EEE en_US
dc.subject pH Neutralization en_US
dc.subject Fuzzy logic en_US
dc.subject Intelligent control en_US
dc.subject Differential evolution en_US
dc.title Differential evolution based optimal fuzzy logic control of pH neutralization process en_US
dc.type Article en_US


Files in this item

Files Size Format View

There are no files associated with this item.

This item appears in the following Collection(s)

Show simple item record

Search DSpace


Advanced Search

Browse

My Account