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Table 1 Smart grid component (Moreno Escobar et al. 2021)

From: A comprehensive overview on demand side energy management towards smart grids: challenges, solutions, and future direction

S/N

Classification

Examples

Remark

1

Smart Grid Network Topology

NAN, SDN, IN, FAN, and WSN

NAN, FAN AND THE SDN are widely used network topology

2

Smart Grid Technology

Blockchain, Reinforcement Learning, Internet of Things, Machine learning, Data mining, Machine learning and neural training, Short-term memory network, Power Line Communication Technology, Power electronics, Big data, Fog Cloud computing, Energy Storage, and Power Electronics Technologies

IoT and machine learning are the widely used smart grid technology

3

Encryption

Multidimensional Data aggregation and Cognitive Risk Control

 

4

Current transmitted

Yes and No

 

5

Data Transmission

Yes and No

 

6

Applications

AMI, SA, DA, DER, TP, AD and PP

DER, AD, and PP are widely used

7

Connectivity

Ethernet, PDH/SDH, WDM/DWDM, Fi-Wi/RoF/C-RAN Sensors 2021, 21, 6978 6 of 41, 2G/3G/4G, 5G, MPLS, QoS, WSN

WSN is widely used with less emphasis on the 5G connectivity

8

Tools

Time series Analysis, Regression Model

 

9

Protocols Applied

Green-RPL, Local positive degree coupling, IEEE 802.11s, Web Of Energy, Dynamic Barrier Coverage, IEC61850, Wind-driven bacterial foraging algorithm, Data Slicing, TSUBE energy trading algorithm, Stochastic Geometry, Rectangular quadrature amplitude modulation, Policy-based group authentication algorithm, Mapping interface integration COIIoT, Nash Equilibrium (NE) and the Bayesian NE, Wireless sensor network protocol and Algorithmic Approach

Most of the work focused on green RPl