Machine learning for risk and resilience assessment in structural engineering: Progress and future trends

X Wang, RK Mazumder, B Salarieh… - Journal of Structural …, 2022 - ascelibrary.org
Population growth, economic development, and rapid urbanization in many areas have led
to increased exposure and vulnerability of structural and infrastructure systems to hazards …

Machine learning for cybersecurity in smart grids: A comprehensive review-based study on methods, solutions, and prospects

T Berghout, M Benbouzid, SM Muyeen - International Journal of Critical …, 2022 - Elsevier
Abstract In modern Smart Grids (SGs) ruled by advanced computing and networking
technologies, condition monitoring relies on secure cyberphysical connectivity. Due to this …

Towards artificial general intelligence (agi) in the internet of things (iot): Opportunities and challenges

F Dou, J Ye, G Yuan, Q Lu, W Niu, H Sun… - ar** control for cyber attack defense
K Sun, W Qiu, Y Dong, C Zhang, H Yin… - … on Power Systems, 2022 - ieeexplore.ieee.org
Owing to the fast and large power regulating the capacity of the HVDC system, the wide-
area measurement system (WAMS) based high voltage direct current (HVDC) system has …

Impact of high PV penetration on the inter-area oscillations in the US eastern interconnection

S You, G Kou, Y Liu, X Zhang, Y Cui, MJ Till… - IEEE …, 2017 - ieeexplore.ieee.org
This study explores the impact of high-photovoltaic (PV) penetration on the inter-area
oscillation modes of large-scale power grids. A series of dynamic models with various PV …

Trusted authority based session key agreement and authentication algorithm for smart grid networks

VO Nyangaresi, M Abd‐Elnaby… - Transactions on …, 2022 - Wiley Online Library
The information exchanged over the smart grid networks is sensitive and private. As such,
proper mechanisms must be put in place to protect these messages from security and …

Cyber security in power systems using meta-heuristic and deep learning algorithms

SY Diaba, M Shafie-Khah, M Elmusrati - IEEe Access, 2023 - ieeexplore.ieee.org
Supervisory Control and Data Acquisition system linked to Intelligent Electronic Devices
over a communication network keeps an eye on smart grids' performance and safety. The …

Frequency injection based HVDC attack-defense control via squeeze-excitation double CNN

K Sun, W Qiu, W Yao, S You, H Yin… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Due to the independent controllability and fast power regulation capability, the High Voltage
Direct Current (HVDC) system could be a prospective technology to provide multiple …