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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