A survey on role of blockchain for iot: Applications and technical aspects

S Mathur, A Kalla, G Gür, MK Bohra, M Liyanage - Computer Networks, 2023 - Elsevier
In recent times, IoT has emerged as a new paradigm for the interconnection of
heterogeneous, resource-constrained, and communication-capable smart devices. It has …

Data-Driven Machine Learning Methods for Nontechnical Losses of Electrical Energy Detection: A State-of-the-Art Review

A Pazderin, F Kamalov, PY Gubin, M Safaraliev… - Energies, 2023 - mdpi.com
Nontechnical losses of electrical energy (NTLEE) have been a persistent issue in both the
Russian and global electric power industries since the end of the 20th century. Every year …

Smart meter data analytics applications for secure, reliable and robust grid system: Survey and future directions

S Mitra, B Chakraborty, P Mitra - Energy, 2024 - Elsevier
The new power sector scenario has focused on integrating renewable energy sources into
the grid and achieving trustworthy consumer-utility-stakeholder relationships using smart …

[HTML][HTML] Data-driven intelligent method for detection of electricity theft

J Chen, YA Nanehkaran, W Chen, Y Liu… - International Journal of …, 2023 - Elsevier
Anti-electricity leakage or stealing plays a crucial role in the energy market as accurate
detection is beneficial for electricity safety, unit commitment, reduction of corporate losses …

[HTML][HTML] Recent developments and challenges using blockchain techniques for peer-to-peer energy trading: A review

T Sivaram - Results in Engineering, 2024 - Elsevier
Energy commerce models have changed due to the proliferation of renewable energy
sources, moving from centralized to decentralized systems. Although a crucial element of …

AMI-Chain: a scalable power-metering blockchain with IPFS storage for smart cities

J Medina, R Rojas-Cessa - Internet of Things, 2024 - Elsevier
There is a growing interest in utilizing blockchain technology to safeguard grid assets,
promote environmental sustainability, and enhance services in smart-city power grids …

An optimized GRT model with blockchain digital smart contracts for power generation enterprises

S Chai, X Zhang, MZ Abedin, H Chen, B Lucey… - Energy Economics, 2023 - Elsevier
The traditional power generation rights trading (GRT) market is faced with the problems of
weak interconnection of electricity‑carbon market and low security. Using smart contracts in …

Detection of electricity theft based on Minimal Gated Memory network combined adaptive synthesis sampling and decision tree

Y He, J Zhou, C Cao, S Wang, H Fu - Sustainable Energy, Grids and …, 2024 - Elsevier
Advanced metering infrastructure is the foundation for recording and analyzing the massive,
high-frequency electricity consumption data. With the increasing number of electricity theft …

Electricity theft detection in smart grid using machine learning

H Iftikhar, N Khan, MA Raza, G Abbas… - Frontiers in Energy …, 2024 - frontiersin.org
Nowadays, electricity theft is a major issue in many countries and poses a significant
financial loss for global power utilities. Conventional Electricity Theft Detection (ETD) models …

[HTML][HTML] Detection Method for Three-Phase Electricity Theft Based on Multi-Dimensional Feature Extraction

W Bai, L **ong, Y Liao, Z Tan, J Wang, Z Zhang - Sensors, 2024 - mdpi.com
The advent of smart grids has facilitated data-driven methods for detecting electricity theft,
with a preponderance of research efforts focused on user electricity consumption data. The …