Model-based fault detection and isolation of non-technical losses in electrical networks
Sign Up to like & getrecommendations! Published in 2019 at "Mathematical and Computer Modelling of Dynamical Systems"
DOI: 10.1080/13873954.2019.1655066
Abstract: ABSTRACT A model-based diagnostic method is proposed for detecting and isolating non-technical losses (illegal loads) in low voltage electrical grids of one transformer area. The proposed method uses a simple static linear model of the… read more here.
Keywords: model based; fault detection; technical losses; non technical ... See more keywords
Data Augmentation Using BiWGAN, Feature Extraction and Classification by Hybrid 2DCNN and BiLSTM to Detect Non-Technical Losses in Smart Grids
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3150047
Abstract: In this paper, we present a hybrid deep learning model that is based on a two-dimensional convolutional neural network (2D-CNN) and a bidirectional long short-term memory network (Bi-LSTM)to detect non-technical losses (NTLs) in smart meters.… read more here.
Keywords: detect non; smart meters; non technical; technical losses ... See more keywords
A Strategic Approach Using Representative LV Networks in the Assessment of Technical Losses on LV Network with Solar Photovoltaic
Sign Up to like & getrecommendations! Published in 2017 at "International Journal on Advanced Science, Engineering and Information Technology"
DOI: 10.18517/ijaseit.7.4.2286
Abstract: Low voltage network (LVN) forms an extensive part of the distribution network as it is used to connect electricity supply from utility substations to diverse segments of loads in different geographic locations. With the increasingly… read more here.
Keywords: network; distribution network; technical losses; using representative ... See more keywords
Detection of Non-Technical Losses in Power Utilities—A Comprehensive Systematic Review
Sign Up to like & getrecommendations! Published in 2020 at "Energies"
DOI: 10.3390/en13184727
Abstract: Electricity theft and fraud in energy consumption are two of the major issues for power distribution companies (PDCs) for many years. PDCs around the world are trying different methodologies for detecting electricity theft. The traditional… read more here.
Keywords: ntl detection; detection; field; technical losses ... See more keywords