jFuzzyLogic: a Java Library to Design Fuzzy Logic Controllers According to the Standard for Fuzzy Control Programming
MetadataShow full item record
Fuzzy logic controllersFuzzy Control LanguageFuzzy logicIEC61131-7Open source softwareJava Library
Cingolani, P., & Alcalá-Fdez, J. (2013). jFuzzyLogic: a java library to design fuzzy logic controllers according to the standard for fuzzy control programming. International Journal of Computational Intelligence Systems, 6(sup1), 61-75. [10.1080/18756891.2013.818190]
SponsorshipMcGill Uninversity, Genome Quebec; Spanish Government TIN2011-28488; Andalusian Government P10-TIC-6858
Fuzzy Logic Controllers are a specific model of Fuzzy Rule Based Systems suitable for engineering applications for which classic control strategies do not achieve good results or for when it is too difficult to obtain a mathematical model. Recently, the International Electrotechnical Commission has published a standard for fuzzy control programming in part 7 of the IEC 61131 norm in order to offer a well defined common understanding of the basic means with which to integrate fuzzy control applications in control systems. In this paper, we introduce an open source Java library called jFuzzyLogic which offers a fully functional and complete implementation of a fuzzy inference system according to this standard, providing a programming interface and Eclipse plugin to easily write and test code for fuzzy control applications. A case study is given to illustrate the use of jFuzzyLogic.
Showing items related by title, author, creator and subject.