Compression Techniques for Real-Time Control and Non-Time-Critical Big Data in Smart Grids: A Review

K Prokop, A Bień, S Barczentewicz - Energies, 2023 - mdpi.com
Significant amounts of data need to be transferred in order to optimize the operation of
power grids. The development of advanced metering and control infrastructure ensures a …

Deep Lossless Compression Algorithm Based on Arithmetic Coding for Power Data

Z Ma, H Zhu, Z He, Y Lu, F Song - Sensors, 2022 - mdpi.com
Classical lossless compression algorithm highly relies on artificially designed encoding and
quantification strategies for general purposes. With the rapid development of deep learning …

Performance analysis of resumable load data compression algorithm (RLDA) for power system operational data

SJ Sarkar, PK Kundu, G Sarkar - 2017 IEEE Calcutta …, 2017 - ieeexplore.ieee.org
Load despatch Centre (LDC) operating at different levels is responsible for monitoring of
system parameters and scheduling of different generating stations within its control area …

Development of cloud‐based power system operational data management system

SJ Sarkar, PK Kundu, G Sarkar - IET Generation, Transmission …, 2019 - Wiley Online Library
While approaching towards smart (er) grids, the volume of data increases significantly and
thus, data management becomes extremely challenging. Power system operational data …

Development of combined differential binary encoding algorithm for power system operational data compression

SJ Sarkar, PK Kundu, G Sarkar - 2018 10th International …, 2018 - ieeexplore.ieee.org
Differential Binary Encoding Algorithm (DBEA) and Extended-DBEA (E-DBEA) were two
lossless compression schemes developed for compressing power system operational data …

Development of compressed encrypted data management system for power system applications

SJ Sarkar, PK Kundu, G Sarkar - 2017 IEEE Calcutta …, 2017 - ieeexplore.ieee.org
Data management is extremely important in formation of smart grid and several lossy and
lossless compression approach are available for compressing various parameters …

Comparison of Different Differential Coding based Algorithms Developed for Compressing Power System Operational Data

SJ Sarkar, PK Kundu, G Sarkar - 2019 IEEE Region 10 …, 2019 - ieeexplore.ieee.org
High sampling frequency of modern devices are responsible for generating enormous
volume of data. Preservation of such data becomes extremely important for many …

[PDF][PDF] Development of power system operational data management system using cloud server

SJ Sarkar - 2019 - 20.198.91.3
It is expected that there will be increased power demand in the upcoming decades, which
not only put an additional burden on existing power infrastructure but can also degrade the …

TÉCNICA DE COMPRESSÃO DE SINAIS DE OSCILOGRAFIA BASEADA NA VARIAÇÃO DO CONTEÚDO ESPECTRAL

VV DE MORAES, EB KAPISCH, LRM SILVA… - … de Automática-CBA, 2019 - sba.org.br
Este artigo propõe uma técnica de compressão de sinais de forma de onda de Sistemas
Elétricos de Potência, bem co-mo compara o seu desempenho com uma outra técnica já …