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

D Syed, A Zainab, A Ghrayeb, SS Refaat… - IEEE …, 2020 - ieeexplore.ieee.org
… Power quality assessment: The smart meter data can be used to monitor the quality of
power at every point in the electrical distribution network. The fluctuations in the frequency and …

[HTML][HTML] Artificial intelligence techniques for enabling Big Data services in distribution networks: A review

S Barja-Martinez, M Aragüés-Peñalba… - … Energy Reviews, 2021 - Elsevier
… Big Data analytics are essential for processing data whose size is beyond the … Metering
Infrastructure (AMI): is an integrated system of smart meters, communications networks and data

[图书][B] Intelligent data-analytics for condition monitoring: smart grid applications

H Malik, N Fatema, A Iqbal - 2021 - books.google.com
… of distribution system. Therefore, to maintain the healthy condition of the smart grid, an intelligent
data analytics … In the energy monitoring, data coming from smart meters will be used for …

Smart grid architecture model for control, optimization and data analytics of future power networks with more renewable energy

DK Panda, S Das - Journal of Cleaner Production, 2021 - Elsevier
… The analysis was performed considering the unavailability of the smart meter data. Safety …
The conventional distribution systems are aided by DER like solar, wind, marine etc. interfaced …

Progress and challenges in smart grids: distributed generation, smart metering, energy storage and smart loads

I Diahovchenko, M Kolcun, Z Čonka, V Savkiv… - … Journal of Science and …, 2020 - Springer
distribution grid; renewable energy sources integration; deployment of smart meters and the
AMI and minimization of metering … ; grid frequency regulation and suitable DR management. …

Energy meters evolution in smart grids: A review

DB Avancini, JJPC Rodrigues, SGB Martins… - Journal of cleaner …, 2019 - Elsevier
data on SGs include AMI, where smart meters collect data on consumers’ consumption; the
Distribution Network Automation System, which gathers data … of that, since data analytics has …

A new IoT‐based smart energy meter for smart grids

DB Avancini, JJPC Rodrigues… - … Journal of Energy …, 2021 - Wiley Online Library
… generation, transmission, and distribution systems in an economical way to manage dynamically
the changing of electricity demand with acceptable quality. However, power generation …

Distribution system monitoring for smart power grids with distributed generation using artificial neural networks

JH Menke, N Bornhorst, M Braun - … of Electrical Power & Energy Systems, 2019 - Elsevier
… In this paper, we have proposed an ANN-based scheme to reliably perform distribution
system monitoring with a limited number of measurements. The proposed approach overcomes …

Big data analytics in smart grids: state‐of‐the‐art, challenges, opportunities, and future directions

BP Bhattarai, S Paudyal, Y Luo, M Mohanpurkar… - … Smart Grid, 2019 - Wiley Online Library
smart meter data are energy consumption collected every 15 min and are stored in billing
centers. One million smart meters … , energy producers, and distribution system operators to take …

5G network-based Internet of Things for demand response in smart grid: A survey on application potential

H Hui, Y Ding, Q Shi, F Li, Y Song, J Yan - Applied Energy, 2020 - Elsevier
… Consequently, more distribution networks are changing from one-way power flow to … advanced
metering infrastructure (AMI) [119]. Currently, the utility networks for smart meters and AMI …