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Table 1 A global overview of the signal processing techniques in smart grids

From: Recent advances of the signal processing techniques in future smart grids

Reference no.

Year of publication

Short description

[34]

2011

Mutual information of BCJR algorithm is used for data privacy in smart meters

[62]

2011

A new algorithm is developed for intelligent monitoring in smart grids

[35]

2011

ICA based smart metering in the presence of wide band noise is developed

[49]

2012

A signal processing technique is developed to improve the islanding detection

[30]

2012

Least square based generalized likelihood ratio method is developed for fault detection in smart grids

[56]

2012

Introduces signal processing for price load forecasting in smart grids

[48]

2012

Auto-regressive moving average technique is developed for charging of electric vehicles in smart grids

[31]

2012

Electromagnetic time reversal technique is used for fault localization in a power network

[32]

2012

Sensor network based algorithm is proposed for fault localization

[67]

2013

A modified incremental bit allocation algorithm is developed for power line communication

[39]

2013

Kalman filter based state estimation technique is developed for smart grids

[38]

2013

ICA based cyber security technique is proposed for smart grid

[58]

2013

ICA based technique is proposed for coherency management in smart grids

[63]

2014

Compression technique is proposed for smart grid waveform

[64]

2015

Game theory based home power demand management technique is proposed

[36]

2015

A signal processing technique is developed for smart grid meters in low voltage systems

[37]

2015

Safety method is developed for smart grids

[55]

2015

Wavelet based power quality improvement technique is developed

[68]

2015

DFT based frequency estimation technique is proposed for smart grids

[57]

2016

Throughput maximization technique is developed for smart grids

[33]

2016

Signal processing based fault identification technique is proposed

[50]

2016

DSP based algorithm is proposed for islanding detection is smart grid environment

[65]

2016

DSP based energy management technique is proposed

[66]

2016

Load dis-aggregation method is proposed

[59]

2017

A transformer-less active filter based technique is developed for power quality improvement of a single phase household

[60]

2017

Effects of some advance technologies on power quality in the smart grid are discussed

[61]

2017

A study is performed regarding investment in renewable energy by a household

[51]

2014

The optimization of mobile networks in smart grids is discussed

[52]

2017

A technique is developed for efficient energy storage systems in smart grid

[53]

2017

A load side frequency control mechanism is developed

[54]

2016

A technique is developed that can self repair the smart grid

[40]

2016

The authors proposed a system that can generate and detect any pricing signal

[41]

2015

Proposed a system that is able detect false data injection in smart grids

[42]

2015

A new routing protocol is presented for smart grid applications

[43]

2017

A system is proposed that can fulfills real time communication requirements with the available limited resources

[44]

2017

Big data computing architecture is developed for smart grid

[45]

2015

Security issues are discussed related to distributed demand management protocols

[46]

2017

Singular value decomposition is used for lossy data compression in smart distribution systems

[47]

2017

Bayesian network is introduced for obtaining quantitative loss event frequencies

[66]

2016

Load dis-aggregation method is proposed