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    Genetic Algorithm based Decentralized PI Type Controller: Load Frequency Control

    New search for: Dwivedi, Atul
    New search for: Ray, Goshaidas
    New search for: Sharma, Arun Kumar

    Abstract This work presents a design of decentralized PI type Linear Quadratic (LQ) controller based on genetic algorithm (GA). The proposed design technique allows considerable flexibility in defining the control objectives and it does not consider any knowledge of the system matrices and moreover it avoids the solution of algebraic Riccati equation. To illustrate the results of this work, a load–frequency control problem is considered. Simulation results reveal that the proposed scheme based on GA is an alternative and attractive approach to solve load–frequency control problem from both performance and design point of views.

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    Genetic Algorithm based Decentralized PI Type Controller: Load Frequency Control

    New search for: Dwivedi, Atul
    New search for: Ray, Goshaidas
    New search for: Sharma, Arun Kumar

    Abstract This work presents a design of decentralized PI type Linear Quadratic (LQ) controller based on genetic algorithm (GA). The proposed design technique allows considerable flexibility in defining the control objectives and it does not consider any knowledge of the system matrices and moreover it avoids the solution of algebraic Riccati equation. To illustrate the results of this work, a load–frequency control problem is considered. Simulation results reveal that the proposed scheme based on GA is an alternative and attractive approach to solve load–frequency control problem from both performance and design point of views.

    Access

    Check access
    Check availability in my library
    Order at Subito €

    Genetic Algorithm based Decentralized PI Type Controller: Load Frequency Control

    New search for: Dwivedi, Atul
    New search for: Ray, Goshaidas
    New search for: Sharma, Arun Kumar

    Abstract This work presents a design of decentralized PI type Linear Quadratic (LQ) controller based on genetic algorithm (GA). The proposed design technique allows considerable flexibility in defining the control objectives and it does not consider any knowledge of the system matrices and moreover it avoids the solution of algebraic Riccati equation. To illustrate the results of this work, a load–frequency control problem is considered. Simulation results reveal that the proposed scheme based on GA is an alternative and attractive approach to solve load–frequency control problem from both performance and design point of views.

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    Title:

    Genetic Algorithm based Decentralized PI Type Controller: Load Frequency Control

    Contributors:

    Dwivedi, Atul (author) / Ray, Goshaidas (author) / Sharma, Arun Kumar (author)

    Published in:

    Journal of The Institution of Engineers (India): Series B ; 97 ; 509-515

    Publication date:

    2016-05-18

    Size:

    7 pages

    ISSN:

    2250-2114 , 2250-2106

    DOI:

    https://doi.org/10.1007/s40031-015-0191-7

    Type of media:

    Article (Journal)

    Type of material:

    Electronic Resource

    Language:

    English

    Keywords:

    Proportional plus integral controller , Genetic algorithm , Linear quadratic controller , Step distribution , Decentralized load–frequency control Engineering , Communications Engineering, Networks

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