TY - GEN
T1 - Networked detection of voltage imbalances for three-phase power systems
AU - Routtenberg, Tirza
AU - Tong, Lang
N1 - Publisher Copyright:
© 2015 IEEE.
PY - 2015/9/28
Y1 - 2015/9/28
N2 - The problem of imbalance detection in a three-phase power network using a phasor measurement unit (PMU) is considered. In this paper, a general model for the positive sequences is presented based on time-domain PMU measurement at off-nominal frequencies. Then, the detection problem at the control center is formulated as a composite multihypothesis testing framework, in which the goal is to identify the unbalanced buses in the power network. A method for unbalanced bus identification is developed based on the minimum description length (MDL) model selection criterion. In addition to determining the unbalanced buses, the algorithm also provides an estimation of the off-nominal frequency and the system states. In contrast to the existing imbalance detection techniques, the proposed method is based solely on the single-phase positive sequence data, without the negative or zero sequences. Thus, it can be carried out at the control center without additional communication and processing costs. In addition, the novel networked MDL-based approach takes advantage of all the information from different buses in the network. The use of the networked information is expected to yield a lower probability of error compared to existing local bus-level detection approaches. Numerical performance analysis shows the applicability of the proposed networked MDL method for imbalance detection in a two-port π-model.
AB - The problem of imbalance detection in a three-phase power network using a phasor measurement unit (PMU) is considered. In this paper, a general model for the positive sequences is presented based on time-domain PMU measurement at off-nominal frequencies. Then, the detection problem at the control center is formulated as a composite multihypothesis testing framework, in which the goal is to identify the unbalanced buses in the power network. A method for unbalanced bus identification is developed based on the minimum description length (MDL) model selection criterion. In addition to determining the unbalanced buses, the algorithm also provides an estimation of the off-nominal frequency and the system states. In contrast to the existing imbalance detection techniques, the proposed method is based solely on the single-phase positive sequence data, without the negative or zero sequences. Thus, it can be carried out at the control center without additional communication and processing costs. In addition, the novel networked MDL-based approach takes advantage of all the information from different buses in the network. The use of the networked information is expected to yield a lower probability of error compared to existing local bus-level detection approaches. Numerical performance analysis shows the applicability of the proposed networked MDL method for imbalance detection in a two-port π-model.
KW - Phasor measurement unit (PMU)
KW - minimum description length (MDL)
KW - networked identification of imbalances
KW - smart grid
KW - unbalanced power system
UR - http://www.scopus.com/inward/record.url?scp=84947280334&partnerID=8YFLogxK
U2 - 10.1109/ISIE.2015.7281668
DO - 10.1109/ISIE.2015.7281668
M3 - Conference contribution
AN - SCOPUS:84947280334
T3 - IEEE International Symposium on Industrial Electronics
SP - 1345
EP - 1350
BT - Proceedings - 2015 IEEE 24th International Symposium on Industrial Electronics, ISIE 2015
PB - Institute of Electrical and Electronics Engineers
T2 - 24th IEEE International Symposium on Industrial Electronics, ISIE 2015
Y2 - 3 June 2015 through 5 June 2015
ER -