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Modeling load uncertainty in distribution network monitoring
journal contribution
posted on 2023-05-19, 09:32 authored by Nguyen, DTIn this paper we describe an analytical method for estimating uncertainty in distribution loads, with applications to network monitoring and optimal meter placement. Our model works by assessing the impact of consumption aggregation from customers of different types, in order to determine the mean and variance of loading profile in each distribution transformer in the network. Such parameters are then adjusted by correlating with real-time information taken from the supervisory control and data acquisition system. Studies have been conducted on actual data to verify the proposed model and show its application for the optimal meter placement in distribution networks.
History
Publication title
IEEE Transactions on Power SystemsVolume
30Issue
5Pagination
2321-2328ISSN
0885-8950Department/School
School of EngineeringPublisher
Inst Electrical Electronics Engineers IncPlace of publication
445 Hoes Lane, Piscataway, USA, Nj, 08855Rights statement
Copyright 2014 IEEERepository Status
- Restricted