A survey on digital twin for industrial internet of things: Applications, technologies and tools

H Xu, J Wu, Q Pan, X Guan… - … Surveys & Tutorials, 2023 - ieeexplore.ieee.org
Digital twin for the industrial Internet of Things (DT-IIoT) creates a high-fidelity, fine-grained,
low-cost digital replica of the cyber-physical integrated Internet for industry. Powered by …

[HTML][HTML] Uses of the digital twins concept for energy services, intelligent recommendation systems, and demand side management: A review

AE Onile, R Machlev, E Petlenkov, Y Levron, J Belikov - Energy Reports, 2021 - Elsevier
Innovative solutions targeting improvements in the behavior of energy consumers will be
required to achieve desired efficiency in the use of energy. Among other measures for …

A review on artificial intelligence applications for grid-connected solar photovoltaic systems

VSB Kurukuru, A Haque, MA Khan, S Sahoo, A Malik… - Energies, 2021 - mdpi.com
The use of artificial intelligence (AI) is increasing in various sectors of photovoltaic (PV)
systems, due to the increasing computational power, tools and data generation. The …

Digital twin and its applications: A survey

R Zhang, F Wang, J Cai, Y Wang, H Guo… - The International Journal …, 2022 - Springer
Digital twin is a technology that integrates multi-physical, multi-scale, and multi-disciplinary
attributes. At the same time, it has the characteristics of real-time synchronization, faithful …

[HTML][HTML] A comprehensive survey on load forecasting hybrid models: Navigating the Futuristic demand response patterns through experts and intelligent systems

K Fida, U Abbasi, M Adnan, S Iqbal… - Results in Engineering, 2024 - Elsevier
Load forecasting is a crucial task, which is carried out by utility companies for sake of power
grids' successful planning, optimized operation and control, enhanced performance, and …

Digital twins for intelligent authorization in the B5G-enabled smart grid

J Lopez, JE Rubio, C Alcaraz - IEEE Wireless Communications, 2021 - ieeexplore.ieee.org
Beyond fifth generation (B5G) communication networks and computation paradigms in the
edge are expected to be integrated into power grid infrastructures over the coming years. In …

Digital twin techniques for power electronics-based energy conversion systems: A survey of concepts, application scenarios, future challenges, and trends

H Chen, Z Zhang, P Karamanakos… - IEEE Industrial …, 2022 - ieeexplore.ieee.org
The steady increase in energy demands has led to ever-increasing “energy generation.”
This, coupled with the need for higher efficiency, flexibility, and reliability, has boosted the …

Towards cybersecurity of the smart grid using digital twins

JC Olivares-Rojas, E Reyes-Archundia… - IEEE Internet …, 2021 - ieeexplore.ieee.org
The proliferation of cyber-physical systems is driving the growing need to establish links
between these systems and virtual environments. Particularly in the smart grid, the high …

[HTML][HTML] Advancements in digital twin technology and machine learning for energy systems: a comprehensive review of applications in smart grids, renewable energy …

O Das, MH Zafar, F Sanfilippo, S Rudra… - Energy Conversion and …, 2024 - Elsevier
The growing interest in Digital Twin (DT) Technology represents a significant advancement
in academic research and industrial applications. Leveraging advancements in Internet of …

Generative adversarial networks-based synthetic pmu data creation for improved event classification

X Zheng, B Wang, D Kalathil… - IEEE Open Access Journal …, 2021 - ieeexplore.ieee.org
A two-stage machine learning-based approach for creating synthetic phasor measurement
unit (PMU) data is proposed in this article. This approach leverages generative adversarial …