Big data issues in smart grid–A review

C Tu, X He, Z Shuai, F Jiang - Renewable and Sustainable Energy …, 2017 - Elsevier
There are both economic and environmental urges for transition from the current outdated
power grid to a sensor-embedded smart grid that monitors system stability, integrates …

Survey on synchrophasor data quality and cybersecurity challenges, and evaluation of their interdependencies

A Sundararajan, T Khan, A Moghadasi… - Journal of Modern …, 2019 - ieeexplore.ieee.org
Synchrophasor devices guarantee situation awareness for real-time monitoring and
operational visibility of smart grid. With their widespread implementation, significant …

A distribution level wide area monitoring system for the electric power grid–FNET/GridEye

Y Liu, S You, W Yao, Y Cui, L Wu, D Zhou, J Zhao… - IEEE …, 2017 - ieeexplore.ieee.org
The wide area monitoring system (WAMS) is considered a pivotal component of future
electric power grids. As a pilot WAMS that has been operated for more than a decade, the …

Open database analysis of scaling and spatio-temporal properties of power grid frequencies

L Rydin Gorjão, R Jumar, H Maass… - Nature …, 2020 - nature.com
The electrical energy system has attracted much attention from an increasingly diverse
research community. Many theoretical predictions have been made, from scaling laws of …

Source location identification of distribution-level electric network frequency signals at multiple geographic scales

W Yao, J Zhao, MJ Till, S You, Y Liu, Y Cui, Y Liu - IEEE Access, 2017 - ieeexplore.ieee.org
The distribution-level electric network frequency (ENF) extracted from an electric power
signal is a promising forensic tool for multimedia recording authentication. Local …

Mapping near-real-time power outages from social media

H Mao, G Thakur, K Sparks, J Sanyal… - Social Sensing and Big …, 2020 - taylorfrancis.com
Social media, including Twitter, has become an important source for disaster response. Yet
most studies focus on a very limited amount of geotagged data (approximately 1% of all …

GPS signal loss in the wide area monitoring system: Prevalence, impact, and solution

W Yao, D Zhou, L Zhan, Y Liu, Y Cui, S You… - Electric Power Systems …, 2017 - Elsevier
The phasor measurement unit (PMUs), equipped with Global Positioning System (GPS)
receivers for precise time synchronization, provides measurements of voltage and current …

Toward a smart city of interdependent critical infrastructure networks

AI Sarwat, A Sundararajan, I Parvez… - … Networks: From Theory …, 2018 - Springer
A smart city requires synergistic interaction between several functionally interdependent
networks like energy, transportation, water, oil, gas, and emergency services to provide on …

Trends and future directions of research for smart grid IoT sensor networks

AI Sarwat, A Sundararajan, I Parvez - Proceedings of International …, 2018 - Springer
This chapter provides a high-level description and summary of smart grid IoT entity's three
logical modules responsible for its intelligence: wide, medium, and local area sensor …

Microscopic Fluctuations in Power‐Grid Frequency Recordings at the Subsecond Scale

B Schäfer, L Rydin Gorjão, GC Yalcin, E Förstner… - …, 2023 - Wiley Online Library
Complex systems, such as the power grid, are essential for our daily lives. Many complex
systems display multifractal behavior, correlated fluctuations and power laws. Whether the …