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Design of a Fractional Order Frequency PID Controller for an Islanded Microgrid: A Multi-Objective Extremal Optimization Method
- Source :
- Energies, Vol 10, Iss 10, p 1502 (2017), Energies; Volume 10; Issue 10; Pages: 1502
- Publication Year :
- 2017
- Publisher :
- MDPI AG, 2017.
-
Abstract
- Fractional order proportional-integral-derivative(FOPID) controllers have attracted increasing attentions recently due to their better control performance than the traditional integer-order proportional-integral-derivative (PID) controllers. However, there are only few studies concerning the fractional order control of microgrids based on evolutionary algorithms. From the perspective of multi-objective optimization, this paper presents an effective FOPID based frequency controller design method called MOEO-FOPID for an islanded microgrid by using a Multi-objective extremal optimization (MOEO) algorithm to minimize frequency deviation and controller output signal simultaneously in order to improve finally the efficient operation of distributed generations and energy storage devices. Its superiority to nondominated sorting genetic algorithm-II (NSGA-II) based FOPID/PID controllers and other recently reported single-objective evolutionary algorithms such as Kriging-based surrogate modeling and real-coded population extremal optimization-based FOPID controllers is demonstrated by the simulation studies on a typical islanded microgrid in terms of the control performance including frequency deviation, deficit grid power, controller output signal and robustness.
- Subjects :
- Extremal optimization
Control and Optimization
fractional order controller
020209 energy
Population
Evolutionary algorithm
Energy Engineering and Power Technology
PID controller
02 engineering and technology
Multi-objective optimization
lcsh:Technology
frequency control
extremal optimization
Control theory
0202 electrical engineering, electronic engineering, information engineering
Fractional-order control
Electrical and Electronic Engineering
education
Engineering (miscellaneous)
Mathematics
education.field_of_study
Renewable Energy, Sustainability and the Environment
lcsh:T
Control engineering
Frequency deviation
microgrid
multi-objective optimization
Microgrid
Energy (miscellaneous)
Subjects
Details
- Language :
- English
- ISSN :
- 19961073
- Volume :
- 10
- Issue :
- 10
- Database :
- OpenAIRE
- Journal :
- Energies
- Accession number :
- edsair.doi.dedup.....1721ce0e533c007b9ae4871ddee4788c