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Modeling load uncertainty in distribution network monitoring

journal contribution
posted on 2023-05-19, 09:32 authored by Nguyen, DT
In 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 Systems

Volume

30

Issue

5

Pagination

2321-2328

ISSN

0885-8950

Department/School

School of Engineering

Publisher

Inst Electrical Electronics Engineers Inc

Place of publication

445 Hoes Lane, Piscataway, USA, Nj, 08855

Rights statement

Copyright 2014 IEEE

Repository Status

  • Restricted

Socio-economic Objectives

Communication technologies, systems and services not elsewhere classified

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