The Internet of Energy: Smart Sensor Networks and Big Data Management for Smart Grid

Abstract Smart sensor networks provide numerous opportunities for smart grid applications including power monitoring, demand-side energy management, coordination of distributed storage, and integration of renewable energy generators. Because of their low cost and ease-of-deployment, smart sensor networks are likely to be used on a large scale in future of smart power grids. The result is a huge volume of different variety of data sets. Processing and analyzing these data reveals deeper insights that can help expert to improve the operation of power grid to achieve better performance. The technology to collect massive amounts of data is available today, but managing the data efficiently and extracting the most useful information out of it remains a challenge. This paper discusses and provides recommendations and practices to be used in the future of smart grid and Internet of things. We explore the different applications of smart sensor networks in the domain of smart power grid. Also we discuss the techniques used to manage big data generated by sensors and meters for application processing.

[1]  R. M. Shereef,et al.  Review of demand response under smart grid paradigm , 2011, ISGT2011-India.

[2]  Andrea Zanella,et al.  Internet of Things for Smart Cities , 2014, IEEE Internet of Things Journal.

[3]  Pierluigi Siano,et al.  Ontology and semantic web for manufacturing , 2014 .

[4]  M. Amin,et al.  Challenges in reliability, security, efficiency, and resilience of energy infrastructure: Toward smart self-healing electric power grid , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[5]  Aboelsood Zidan,et al.  A cooperative agent-based architecture for self-healing distributed power systems , 2011, 2011 International Conference on Innovations in Information Technology.

[6]  P. Mell,et al.  The NIST Definition of Cloud Computing , 2011 .

[7]  Ashim Kumar Debnath,et al.  The concept of smart cities , 2010 .

[8]  A. Stratigea The concept of ‘smart cities’. Towards community development? , 2012, NetCoM 2012.

[9]  Zhong Fan,et al.  An integer linear programming based optimization for home demand-side management in smart grid , 2012, 2012 IEEE PES Innovative Smart Grid Technologies (ISGT).

[10]  Zhu Han,et al.  Demand side management to reduce Peak-to-Average Ratio using game theory in smart grid , 2012, 2012 Proceedings IEEE INFOCOM Workshops.

[11]  N.N. Schulz,et al.  A Multi-Agent Solution to Distribution Systems Restoration , 2007, IEEE Transactions on Power Systems.

[12]  Leandros Tassiulas,et al.  Control and optimization meet the smart power grid: scheduling of power demands for optimal energy management , 2010, e-Energy.

[13]  Gerhard P. Hancke,et al.  Opportunities and Challenges of Wireless Sensor Networks in Smart Grid , 2010, IEEE Transactions on Industrial Electronics.

[14]  Gerard J. M. Smit,et al.  Management and Control of Domestic Smart Grid Technology , 2010, IEEE Transactions on Smart Grid.

[15]  Miao Yun,et al.  Research on the architecture and key technology of Internet of Things (IoT) applied on smart grid , 2010, 2010 International Conference on Advances in Energy Engineering.

[16]  Xi Fang,et al.  3. Full Four-channel 6.3-gb/s 60-ghz Cmos Transceiver with Low-power Analog and Digital Baseband Circuitry 7. Smart Grid — the New and Improved Power Grid: a Survey , 2022 .

[17]  Ahmed Yousuf Saber,et al.  Plug-in Vehicles and Renewable Energy Sources for Cost and Emission Reductions , 2011, IEEE Transactions on Industrial Electronics.

[18]  Abdelkader Bousselham,et al.  Integration of renewable energy in demand-side management for home appliances , 2014, 2014 International Renewable and Sustainable Energy Conference (IRSEC).

[19]  Cameron W. Potter,et al.  Building a smarter smart grid through better renewable energy information , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[20]  Abdelkader Bousselham,et al.  A hierarchical optimization model for energy data flow in smart grid power systems , 2015, Inf. Syst..

[21]  Jiming Chen,et al.  Smart community: an internet of things application , 2011, IEEE Communications Magazine.

[22]  Irina Branovic,et al.  Smart power grid and cloud computing , 2013 .

[23]  Jianming Liu,et al.  Applications of Internet of Things on smart grid in China , 2011, 13th International Conference on Advanced Communication Technology (ICACT2011).

[24]  Abbe E. Forman,et al.  Smart Grid , 2013, Int. J. E Politics.

[25]  Stamatis Karnouskos,et al.  The cooperative Internet of Things enabled Smart Grid , 2010 .

[26]  Mahmoud Al-Ayyoub,et al.  CloudExp: A comprehensive cloud computing experimental framework , 2014, Simul. Model. Pract. Theory.