TY - JOUR
T1 - Precise Fault Location in Distribution Networks Based on Optimal Monitor Allocation
AU - Sun, Haotian
AU - Yi, Hao
AU - Zhuo, Fang
AU - Du, Xiaotong
AU - Yang, Guangyu
N1 - Publisher Copyright:
© 1986-2012 IEEE.
PY - 2020/8
Y1 - 2020/8
N2 - This article presents a novel fault-location method for unbalanced distribution networks in the presence of distributed generations. By utilizing the linear least square method, the candidate faulty lines are selected, and the injected fault currents are derived from the sparse voltage phasor measurements. According to the obtainability of the fault currents, two types of approaches are adopted for estimating the per-unit fault location. By taking advantage of the precise fault-location scheme, the actual faulted line and the accurate fault location are identified. Also, in order to compromise between the fault-location accuracy and the allocation costs, an optimal monitor-allocation algorithm is developed for determining the Pareto-optimal set of meter placements that have the minimal number of monitors to satisfy the requirements of fault-location accuracy. The proposed optimal allocation algorithm and the two types of fault-location approaches are validated on a modified IEEE 123-node test feeder using Matlab and Simulink.
AB - This article presents a novel fault-location method for unbalanced distribution networks in the presence of distributed generations. By utilizing the linear least square method, the candidate faulty lines are selected, and the injected fault currents are derived from the sparse voltage phasor measurements. According to the obtainability of the fault currents, two types of approaches are adopted for estimating the per-unit fault location. By taking advantage of the precise fault-location scheme, the actual faulted line and the accurate fault location are identified. Also, in order to compromise between the fault-location accuracy and the allocation costs, an optimal monitor-allocation algorithm is developed for determining the Pareto-optimal set of meter placements that have the minimal number of monitors to satisfy the requirements of fault-location accuracy. The proposed optimal allocation algorithm and the two types of fault-location approaches are validated on a modified IEEE 123-node test feeder using Matlab and Simulink.
KW - Fault location
KW - cosine similarity
KW - distributed generations
KW - distribution networks
KW - linear least square method
KW - multi-objective optimization
KW - nonlinear optimization
UR - https://www.scopus.com/pages/publications/85083713879
U2 - 10.1109/TPWRD.2019.2954460
DO - 10.1109/TPWRD.2019.2954460
M3 - 文章
AN - SCOPUS:85083713879
SN - 0885-8977
VL - 35
SP - 1788
EP - 1799
JO - IEEE Transactions on Power Delivery
JF - IEEE Transactions on Power Delivery
IS - 4
M1 - 8906153
ER -