In the operation of power grid, worldwide, non-technical losses (NTLs) occur in a massive
amount of proportion which is observed up to 40% of the total electric transmission and …

1 Energy management and efficient asset utilization play an important role in the economic
development of a country. The electricity produced at the power station faces two types of …

Short-term energy consumption forecasting is the foundation of anomaly detection,
scheduling and energy-saving control in manufacturing system. Existing methods do not …

In the smart grid, malicious consumers can hack their smart meters to report false power
consumption readings to steal electricity. Developing a machine-learning based detector for …

The significance of anomaly detection is paramount for ensuring the security and better cost-
efficiency of smart grids. The extensive installation of advanced metering infrastructure (AMI) …

The rapid increase in nontechnical loss (NTL) has become a principal concern for
distribution system operators (DSOs) over the years. Electricity theft makes up a major part of …

The issue of Non-Technical Losses (NTL) is a major concern for power systems, as it results
in significant revenue loss for electric utility companies and has a negative impact on the …

Electricity theft is a major issue that affects the sustainability and security of smart grids. This
paper proposes a deep semi-supervised method for electricity theft detection in the …

The increasing demand for electricity in daily life highlights the need for Smart Cities (SC) to
use energy efficiently. Both technical and Non‐Technical Losses (NTL), particularly those …

Electricity Theft (ET) causes monetary losses for power utilities in the energy sector. It occurs
when electricity is consumed without being billed. Several methods are available for …