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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Main Authors: Nickolay Nesterov, Milijana Odavic
Format: Article
Language:English
Published: Wiley 2019-04-01
Series:The Journal of Engineering
Subjects:
Online Access:https://digital-library.theiet.org/content/journals/10.1049/joe.2018.8165
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spelling 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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