Big data issues in smart grid systems

This paper presents a review on smart grids and big data. In order to achieve this, available articles in the literature were reviewed in perception with the features of big data and smart grids. Potential issues for smart grids and big data analytics were discussed. The recent solutions and challenges in smart grids and big data analytics were presented. The technologies used for smart big data analytics were evaluated. The contribution of this article was then presented. The results have been shown that “data” is now a new feature to be added as a main component of power systems.

[1]  Prakash Ranganathan,et al.  A survey on smart grid metering infrastructures: Threats and solutions , 2015, 2015 IEEE International Conference on Electro/Information Technology (EIT).

[2]  K. P. Soman,et al.  Apache Spark a Big Data Analytics Platform for Smart Grid , 2015 .

[3]  Yonggang Wen,et al.  Toward Scalable Systems for Big Data Analytics: A Technology Tutorial , 2014, IEEE Access.

[4]  Shahriar Akter,et al.  How ‘Big Data’ Can Make Big Impact: Findings from a Systematic Review and a Longitudinal Case Study , 2015 .

[5]  R. Srinivasa Rao,et al.  A literature survey report on Smart Grid technologies , 2014, 2014 International Conference on Smart Electric Grid (ISEG).

[6]  Christophe Nicolle,et al.  Understandable Big Data: A survey , 2015, Comput. Sci. Rev..

[7]  Shanlin Yang,et al.  Big data driven smart energy management: From big data to big insights , 2016 .

[8]  Ting Zhu,et al.  Emergent Technologies in Big Data Sensing: A Survey , 2015, Int. J. Distributed Sens. Networks.

[9]  Danda B. Rawat,et al.  Cyber security for smart grid systems: Status, challenges and perspectives , 2015, SoutheastCon 2015.

[10]  Tan Chee Wei,et al.  Smart grid technology: Communications, power electronics and control system , 2015, 2015 International Conference on Sustainable Energy Engineering and Application (ICSEEA).

[11]  C. P. Vineetha,et al.  Smart grid challenges, issues and solutions , 2014, 2014 International Conference on Intelligent Green Building and Smart Grid (IGBSG).

[12]  Syed Akhter Hossain,et al.  NoSQL Database: New Era of Databases for Big data Analytics - Classification, Characteristics and Comparison , 2013, ArXiv.

[13]  Randy L. Ekl,et al.  Smart Grid security technology , 2010, 2010 Innovative Smart Grid Technologies (ISGT).

[14]  Atiq Ur Rehman,et al.  A survey of communication technologies for smart grid connectivity , 2016, 2016 International Conference on Computing, Electronic and Electrical Engineering (ICE Cube).

[15]  Peng Gao,et al.  Researches on data processing and data preventing technologies in the environment of big data in power system , 2015, 2015 5th International Conference on Electric Utility Deregulation and Restructuring and Power Technologies (DRPT).

[16]  Yunhao Liu,et al.  Big Data: A Survey , 2014, Mob. Networks Appl..

[17]  Taghi M. Khoshgoftaar,et al.  A survey of open source tools for machine learning with big data in the Hadoop ecosystem , 2015, Journal of Big Data.

[18]  D. Nguyen,et al.  Big Data Analytics on a Smart Grid , 2016 .