Novel 3 D (error, derror, dderror) neurofuzzy control architecture

Chris Messom, Sng Hong Lian

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    2 Citations (Scopus)

    Abstract

    This paper presents a novel high order derivative fuzzy control architecture. This architecture uses a three input error, derror, dderror structure which has proven to be successful in controlling a double inverted pendulum system. The control system may be automatically generated from the required granularity of the input and output variables, making the specification of the control rules a less tedious process. A neural network tuning process is applied to the fuzzy controller in order to optimize the performance. The novel three dimensional (error, derror, dderror) fuzzy controller application to the double inverted pendulum in real time on a physical system is presented in detail.
    Original languageEnglish
    Title of host publicationProceedings of the IEEE International Conference on Intelligent Processing Systems, ICIPS
    Pages104-109
    Number of pages6
    Volume1
    Publication statusPublished - 1 Jan 1998

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