Distributed energy resources and the application of AI, IoT, and blockchain in smart grids

NM Kumar, AA Chand, M Malvoni, KA Prasad… - Energies, 2020 - mdpi.com
Smart grid (SG), an evolving concept in the modern power infrastructure, enables the two-
way flow of electricity and data between the peers within the electricity system networks …

Big data analytics on Apache Spark

S Salloum, R Dautov, X Chen, PX Peng… - International Journal of …, 2016 - Springer
Apache Spark has emerged as the de facto framework for big data analytics with its
advanced in-memory programming model and upper-level libraries for scalable machine …

[HTML][HTML] Renewable energy management in smart grids by using big data analytics and machine learning

N Mostafa, HSM Ramadan, O Elfarouk - Machine Learning with …, 2022 - Elsevier
The application of big data in the energy sector is considered as one of the main elements of
Energy Internet. Crucial and promising challenges exist especially with the integration of …

Big data for internet of things: a survey

M Ge, H Bangui, B Buhnova - Future generation computer systems, 2018 - Elsevier
With the rapid development of the Internet of Things (IoT), Big Data technologies have
emerged as a critical data analytics tool to bring the knowledge within IoT infrastructures to …

Smart grid big data analytics: Survey of technologies, techniques, and applications

D Syed, A Zainab, A Ghrayeb, SS Refaat… - IEEE …, 2020 - ieeexplore.ieee.org
Smart grids have been gradually replacing the traditional power grids since the last decade.
Such transformation is linked to adding a large number of smart meters and other sources of …

[HTML][HTML] Artificial intelligence for electricity supply chain automation

L Richter, M Lehna, S Marchand, C Scholz… - … and Sustainable Energy …, 2022 - Elsevier
Abstract The Electricity Supply Chain is a system of enabling procedures to optimize
processes ranging from production to transportation and consumption of electricity. The …

Big Data management in smart grid: concepts, requirements and implementation

H Daki, A El Hannani, A Aqqal, A Haidine, A Dahbi - Journal of Big Data, 2017 - Springer
A smart grid is an intelligent electricity grid that optimizes the generation, distribution and
consumption of electricity through the introduction of Information and Communication …

A review of multisensor data fusion solutions in smart manufacturing: Systems and trends

A Tsanousa, E Bektsis, C Kyriakopoulos, AG González… - Sensors, 2022 - mdpi.com
Manufacturing companies increasingly become “smarter” as a result of the Industry 4.0
revolution. Multiple sensors are used for industrial monitoring of machines and workers in …

The internet of things and architectures of big data analytics: Challenges of intersection at different domains

D Fawzy, SM Moussa, NL Badr - IEEE Access, 2022 - ieeexplore.ieee.org
The current exponential advancements in the Internet of Things (IoT) technologies pave a
vast intelligent computing platform by integrating smart objects with sensing, processing and …

Towards an IoT big data analytics framework: smart buildings systems

MR Bashir, AQ Gill - … Conference on Smart City; IEEE 2nd …, 2016 - ieeexplore.ieee.org
There is a growing interest in IoT-enabled smart buildings. However, the storage and
analysis of large amount of high-speed real-time smart building data is a challenging task …