Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid
Classical stability analysis techniques based on nominal models do not consider the uncertainty of system parameters, their interactions, and nonlinearity, which are important characteristics of practical highly coupled microgrids. In this work, variance-based sensitivity analysis is used to identif...
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doaj-3e81b8876ff2433191d1c5fc4b8a3c652021-04-02T15:45:45ZengWileyThe Journal of Engineering2051-33052019-04-0110.1049/joe.2018.8165JOE.2018.8165Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgridNickolay Nesterov0Milijana Odavic1The University of SheffieldThe University of SheffieldClassical stability analysis techniques based on nominal models do not consider the uncertainty of system parameters, their interactions, and nonlinearity, which are important characteristics of practical highly coupled microgrids. In this work, variance-based sensitivity analysis is used to identify parameter combinations that have a significant impact on the small-signal stability of a microgrid featuring two parallel active loads. The analysis indicates that the effectiveness of source-side damping is reduced when resonant frequencies of load input filters become matched. Further results using derivative-based sensitivity analysis reveal that source-side resistance can exhibit drastically different effects on the stability if load input filter resonant frequencies are matched with respect to the case when they are well separated. These behaviours are verified using time-domain switching models.https://digital-library.theiet.org/content/journals/10.1049/joe.2018.8165sensitivity analysispower system stabilitydampingdistributed power generationstabilityparallel active loadssource-side dampingresonant frequenciesload input filterssource-side resistancedrastically different effectstime-domain switching modelsparametric uncertaintiessmall-signal stabilitycase exampleparallel-connected active loadsDC microgridclassical stability analysis techniquesnominal modelssystem parametersimportant characteristicspractical highly coupled microgridsvariance-based sensitivity analysisparameter combinations |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Nickolay Nesterov Milijana Odavic |
spellingShingle |
Nickolay Nesterov Milijana Odavic Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid The Journal of Engineering sensitivity analysis power system stability damping distributed power generation stability parallel active loads source-side damping resonant frequencies load input filters source-side resistance drastically different effects time-domain switching models parametric uncertainties small-signal stability case example parallel-connected active loads DC microgrid classical stability analysis techniques nominal models system parameters important characteristics practical highly coupled microgrids variance-based sensitivity analysis parameter combinations |
author_facet |
Nickolay Nesterov Milijana Odavic |
author_sort |
Nickolay Nesterov |
title |
Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid |
title_short |
Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid |
title_full |
Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid |
title_fullStr |
Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid |
title_full_unstemmed |
Influence of parametric uncertainties and their interactions on small-signal stability: A case example of parallel-connected active loads in a DC microgrid |
title_sort |
influence of parametric uncertainties and their interactions on small-signal stability: a case example of parallel-connected active loads in a dc microgrid |
publisher |
Wiley |
series |
The Journal of Engineering |
issn |
2051-3305 |
publishDate |
2019-04-01 |
description |
Classical stability analysis techniques based on nominal models do not consider the uncertainty of system parameters, their interactions, and nonlinearity, which are important characteristics of practical highly coupled microgrids. In this work, variance-based sensitivity analysis is used to identify parameter combinations that have a significant impact on the small-signal stability of a microgrid featuring two parallel active loads. The analysis indicates that the effectiveness of source-side damping is reduced when resonant frequencies of load input filters become matched. Further results using derivative-based sensitivity analysis reveal that source-side resistance can exhibit drastically different effects on the stability if load input filter resonant frequencies are matched with respect to the case when they are well separated. These behaviours are verified using time-domain switching models. |
topic |
sensitivity analysis power system stability damping distributed power generation stability parallel active loads source-side damping resonant frequencies load input filters source-side resistance drastically different effects time-domain switching models parametric uncertainties small-signal stability case example parallel-connected active loads DC microgrid classical stability analysis techniques nominal models system parameters important characteristics practical highly coupled microgrids variance-based sensitivity analysis parameter combinations |
url |
https://digital-library.theiet.org/content/journals/10.1049/joe.2018.8165 |
work_keys_str_mv |
AT nickolaynesterov influenceofparametricuncertaintiesandtheirinteractionsonsmallsignalstabilityacaseexampleofparallelconnectedactiveloadsinadcmicrogrid AT milijanaodavic influenceofparametricuncertaintiesandtheirinteractionsonsmallsignalstabilityacaseexampleofparallelconnectedactiveloadsinadcmicrogrid |
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1721559130601160704 |