Resumé
| Originalsprog | Engelsk |
|---|---|
| Artikelnummer | 15 |
| Tidsskrift | WSEAS TRANSACTIONS on POWER SYSTEMS |
| Vol/bind | 14 |
| Sider (fra-til) | 122-129 |
| Antal sider | 8 |
| ISSN | 2224-350X |
| Status | Udgivet - 2019 |
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Implementation of a Cubature Kalman Filter for Power Estimation of Non-ideal Constant Power Loads in a DC Microgrid. / Yousefizadeh, Shirin; Vafamand, Navid; Bendtsen, Jan Dimon; Khooban, Mohammad Hassan; Blaabjerg, Frede.
I: WSEAS TRANSACTIONS on POWER SYSTEMS, Bind 14, 15, 2019, s. 122-129.Publikation: Bidrag til tidsskrift › Tidsskriftartikel › Forskning › peer review
TY - JOUR
T1 - Implementation of a Cubature Kalman Filter for Power Estimation of Non-ideal Constant Power Loads in a DC Microgrid
AU - Yousefizadeh, Shirin
AU - Vafamand, Navid
AU - Bendtsen, Jan Dimon
AU - Khooban, Mohammad Hassan
AU - Blaabjerg, Frede
PY - 2019
Y1 - 2019
N2 - DC microgrids (MG) involve the integration of power electronic loads, which might behave as constant power loads (CPL). CPLs often degrade system stability due to their negative impedance characteristics. To maintain the voltage stability and safe operation of DC MGs, eliminating the undesired behavior of CPLs is a necessity. This aim requires the instantaneous power value of the time-varying uncertain CPLs. Since the integration of current sensors in DC MGs is costly and inefficient, estimation methods should be used to obtain the spontaneous power of CPLs. In this paper, a 3rd degree cubature Kalman filter (CKF) is developed to estimate the power of the CPLs alongside estimation of CPLs’ and source’s currents in a DC MG. By considering the CPLs powers as artificial states and augmenting them into the system states, not only the DC MG states but also the unknown values of the CPLs powers may be estimated. The proposed estimator is tested on a DC MG that feeds one CPL. The experimental results show that the proposed CKF is able to estimate instantaneous power consumption of the CPL as well as source and load currents.
AB - DC microgrids (MG) involve the integration of power electronic loads, which might behave as constant power loads (CPL). CPLs often degrade system stability due to their negative impedance characteristics. To maintain the voltage stability and safe operation of DC MGs, eliminating the undesired behavior of CPLs is a necessity. This aim requires the instantaneous power value of the time-varying uncertain CPLs. Since the integration of current sensors in DC MGs is costly and inefficient, estimation methods should be used to obtain the spontaneous power of CPLs. In this paper, a 3rd degree cubature Kalman filter (CKF) is developed to estimate the power of the CPLs alongside estimation of CPLs’ and source’s currents in a DC MG. By considering the CPLs powers as artificial states and augmenting them into the system states, not only the DC MG states but also the unknown values of the CPLs powers may be estimated. The proposed estimator is tested on a DC MG that feeds one CPL. The experimental results show that the proposed CKF is able to estimate instantaneous power consumption of the CPL as well as source and load currents.
M3 - Journal article
VL - 14
SP - 122
EP - 129
JO - WSEAS TRANSACTIONS on POWER SYSTEMS
JF - WSEAS TRANSACTIONS on POWER SYSTEMS
SN - 2224-350X
M1 - 15
ER -