Synthetic inertia control based on fuzzy adaptive differential evolution
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F19%3A10244222" target="_blank" >RIV/61989100:27240/19:10244222 - isvavai.cz</a>
Alternative codes found
RIV/61989100:27740/19:10244222
Result on the web
<a href="https://www.sciencedirect.com/science/article/abs/pii/S0142061517323785" target="_blank" >https://www.sciencedirect.com/science/article/abs/pii/S0142061517323785</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1016/j.ijepes.2018.09.009" target="_blank" >10.1016/j.ijepes.2018.09.009</a>
Alternative languages
Result language
angličtina
Original language name
Synthetic inertia control based on fuzzy adaptive differential evolution
Original language description
The transformation of the traditional transmission power systems due to the current rise of non-synchronous generation on it presents new engineering challenges. One of the challenges is the degradation of the inertial response due to the large penetration of high power converters used for the interconnection of renewables energy sources. The addition of a supplementary synthetic inertia control loop can contribute to the improve. ment of the inertial response. This paper proposes the application of a novel Fuzzy Adaptive Differential Evolution (FADE) algorithm for the tuning of a fuzzy controller for the improvement of the synthetic inertia control in power systems. The method is validated with two test power systems: (i) an aggregated power system and its purpose is to understand the controller-system behavior, and (ii) a two-area test power system where one of the synchronous machine has been replaced by a full aggregated model of a Wind Turbine Generator (WTG), whereby different limits in the tuning process can be analyzed. Results demonstrate the evolution of the membership functions and the inertial response enhancement in the respective test cases. Moreover, the appropriate tuning of the controller shows that it is possible to substantially reduce the instantaneous frequency deviation.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
International Journal of Electrical Power & Energy Systems
ISSN
0142-0615
e-ISSN
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Volume of the periodical
105
Issue of the periodical within the volume
2019
Country of publishing house
GB - UNITED KINGDOM
Number of pages
11
Pages from-to
803-813
UT code for WoS article
000449447200072
EID of the result in the Scopus database
2-s2.0-85053794926