Machine learning and deep learning in smart manufacturing: The smart grid paradigm

T Kotsiopoulos, P Sarigiannidis, D Ioannidis… - Computer Science …, 2021 - Elsevier
Industry 4.0 is the new industrial revolution. By connecting every machine and activity
through network sensors to the Internet, a huge amount of data is generated. Machine …

The security of big data in fog-enabled IoT applications including blockchain: A survey

N Tariq, M Asim, F Al-Obeidat, M Zubair Farooqi… - Sensors, 2019 - mdpi.com
The proliferation of inter-connected devices in critical industries, such as healthcare and
power grid, is changing the perception of what constitutes critical infrastructure. The rising …

Photovoltaic-green roofs: A review of benefits, limitations, and trends

M Shafique, X Luo, J Zuo - Solar Energy, 2020 - Elsevier
Abstract Photovoltaic (PV)-green roofs, a new development integrating the PV system with a
green roof, provide additional benefits for renewable electricity production as compared to …

[HTML][HTML] Future challenges and mitigation methods for high photovoltaic penetration: A survey

TO Olowu, A Sundararajan, M Moghaddami, AI Sarwat - Energies, 2018 - mdpi.com
Integration of high volume (high penetration) of photovoltaic (PV) generation with power
grids consequently leads to some technical challenges that are mainly due to the intermittent …

A lightweight and formally secure certificate based signcryption with proxy re-encryption (CBSRE) for Internet of Things enabled smart grid

S Hussain, I Ullah, H Khattak, M Adnan, S Kumari… - IEEE …, 2020 - ieeexplore.ieee.org
A smart grid is a new ecosystem, which is made by combining a number of smart Internet of
Things (IoT) devices that manage wide energy sources by increasing the efficiency and …

A learning-based solution for an adversarial repeated game in cyber–physical power systems

S Paul, Z Ni, C Mu - IEEE Transactions on Neural Networks and …, 2019 - ieeexplore.ieee.org
Due to the rapidly expanding complexity of the cyber-physical power systems, the probability
of a system malfunctioning and failing is increasing. Most of the existing works combining …

Security challenges and requirements for smart internet of things applications: A comprehensive analysis

N Tariq, FA Khan, M Asim - Procedia Computer Science, 2021 - Elsevier
Smart homes, smart cities, smart grids, and smart vehicles are a few examples of the Internet
of Things (IoT) applications. These applications possess distributed data delivery …

Emerging issues and challenges with the integration of solar power plants into power systems

F Mohammadi, M Neagoe - … Proceedings of the Conference for Sustainable …, 2020 - Springer
The characteristics of solar-generated electricity, including intermittency, uncertainty, and
non-synchronous power generation, lead to some technical challenges to large-scale power …

A comparative study of smart grid security based on unsupervised learning and load ranking

S Paul, MR Haq, A Das, Z Ni - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Due to the increasing number of risk factors, energy sector has been experiencing
interruptions (attack) in the normal operation both externally and internally. Different …

Study of learning of power grid defense strategy in adversarial stage game

S Paul, Z Ni - 2019 IEEE International Conference on Electro …, 2019 - ieeexplore.ieee.org
Security of electric power transmission and distribution systems is currently one of the most
challenging issues due to rising concerns regarding increased cyber-attacks in the energy …