Abstract
In recent years, there is an increasing trend in the power systems from a centralized fossil fuel-based grid toward a distributed green-based network. This requirement compels a new way of designing smart grids for a more reliable and secure power system performance. Involving the demand side in the power system management requires large-scale utilization of distributed communication networks.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
V.C. Gungor et al., Smart grid technologies: communication technologies and standards. IEEE Trans. Ind. Inf. 7 (4), 529–539 (2011)
National Institute of Standards and Technology, NIST framework and roadmap for smart grid interoperability standards, release 1.0, Office of the National Coordinator for Smart Grid Interoperability-U.S. Department of Commerce, NIST Special Publication 1108, Jan 2010
S.M. Kay, Fundamentals of Statistical Signal Processing: Estimation Theory, 1st edn. (Prentice-Hall International Editions, Englewood Cliffs, 1993)
R.E. Brown, Impact of smart grid on distribution system design, in Proceedings of IEEE Power and Energy Society General Meeting, Pittsburgh, PA, July 2008, pp. 1–4
A. Elmitwally, M. Elsaid, M. Elgamal, Z. Chen, A fuzzy-multiagent self-healing scheme for a distribution system with distributed generations. IEEE Trans. Power Syst. 99, 1–11 (2014)
F. Kamyab, M.H. Amini, S. Sheykhha, M. Hasanpour, M.M. Jalali, Demand response program in smart grid using supply function bidding mechanism, IEEE Transactions on Smart Grid 7 (2), 1277–1284 (2016)
S. Mhanna, A.C. Chapman, G. Verbič, A fast distributed algorithm for large-scale demand response aggregation. IEEE Trans. Smart Grid 7 (4), 2094–2107 (2016)
M.H. Amini et al., ARIMA-based demand forecasting method considering probabilistic model of electric vehicles’ parking lots, in Proceedings of IEEE Power and Energy Society General Meeting, 2015, pp. 1–5
M.H. Amini, R. Jaddivada, S. Mishra, O. Karabasoglu, Distributed security constrained economic dispatch, in IEEE PES Innovative Smart Grid Technologies Conference (ISGT-Asia 2015), Bangkok, 3–6 Nov 2015
A. Mohsenzadeh, M.-R. Haghifam, Simultananeus placement of conventional and renewable distributed generation using multi objective optimization, in Proceedings of IEEE, Integration of Renewables into Distributed Grid Workshop, CIRED, 2012
M.H. Amini, J. Frye, M.D. Ilic, O. Karabasoglu, Smart residential energy scheduling utilizing two stage mixed integer linear programming, in IEEE 47th North American Power Symposium (NAPS 2015), Charlotte, NC, 4–6 Oct 2015
A. Papavasiliou, S.S. Oren, Supplying renewable energy to deferrable loads: algorithms and economic analysis, in Proceedings of IEEE Power and Energy Society General Meeting, Minneapolis, Minnesota, July 2010, pp. 1–8
A.R. Di Fazio, G. Fusco, M. Russo, Enhancing distribution networks to evolve toward smart grids: The voltage control problem, in Proceedings of IEEE 52nd Annual Conference on Decision and Control (CDC), Firenze, Dec 2013, pp. 6940–6945
J.M. Morales et al., Integrating Renewables in Electricity Markets: Operational Problems. vol. 205 (Springer Science & Business Media, Berlin, 2013)
W. Tushar et al., Three-party energy management with distributed energy resources in smart grid. IEEE Trans. Ind. Electron. 62 (4), 2487–2498 (2015)
V. Kekatos, G. Wang, A.J. Conejo, G.B. Giannakis, Stochastic reactive power management in microgrids with renewables. IEEE Trans. Power Syst. 99, 1–10 (2014)
S.E. Shafiei et al., A decentralized control method for direct smart grid control of refrigeration systems, in Proceedings of IEEE 52nd Annual Conference on Decision and Control (CDC), Firenze, Dec 2013, pp. 6934–6939
G. Cavraro, R. Carli, S. Zampieri, A distributed control algorithm for the minimization of the power generation cost in smart micro-grid, in Proceedings of IEEE 53rd Annual Conference on Decision and Control (CDC), Los Angeles, CA, Dec 2014, pp. 5642–5647
S. Bolognani, S. Zampieri, A distributed control strategy for reactive power compensation in smart microgrids. IEEE Trans. Autom. Control 58 (11), 2818–2833 (2013)
S. Kar, G. Hug, J. Mohammadi, J.M.F. Moura, Distributed state estimation and energy management in smart grids: a consensus+innovations approach. IEEE J. Sel. Top. Sign. Proces. 99, 1–16 (2014)
M.J. Neely, A. Tehrani, A. Dimakis, Efficient algorithms for renewable energy allocation to delay tolerant consumers, in Proceedings of IEEE First International Conference on Smart Grid Comm. (SmartGridComm), Gaithersburg, MD, Oct 2010, pp. 549–554
S.S. Iyengar, K.G. Boroojeni, Oblivious Network Routing Algorithms and Applications (MIT Press, Cambridge, 2015)
K.G. Boroojeni, S. Mokhtari, M.H. Amini, S.S. Iyengar, Optimal two-tier forecasting power generation model in smart grid. Int. J. Inf. Process. 8 (4), 1–10 (2014)
S.S. Iyengar, K.G. Boroojeni, N. Balakrishnan, Mathematical Theories of Distributed Sensor Networks (Springer Publishing Company, Incorporated, Berlin, 2014)
W. Su, H.R. Eichi, W. Zeng, M.-Y. Chow, A survey on the electrification of transportation in a smart grid environment. IEEE Trans. Ind. Inf. 8 (1), 1–10 (2012)
M.H. Amini, A. Islam, Allocation of electric vehicles’ parking lots in distribution network, in Proceedings of IEEE Innovative Smart Grid Technologies Conference (ISGT), Washington, DC, Feb 2014, pp. 1–5
M.H. Amini, A.I. Sarwat, Optimal reliability-based placement of plug-in electric vehicles in smart distribution network. Int. J. Eng. Sci. 4 (2), 43–49 (2014)
J.M. Carrasco et al., Power-electronic systems for the grid integration of renewable energy sources: a survey. IEEE Trans. Ind. Electron. 53 (4), 1002–1016 (2006)
X. Yu, C. Cecati, T. Dilon, M.G. Simoes, The new frontier of smart grids. IEEE Ind. Electron. Mag. 5 (3), 49–63 (2011)
T. Konstantin, et al. Local control of reactive power by distributed photovoltaic generators, in First IEEE International Conference on Smart Grid Communications (SmartGridComm) (2010)
R. Ghorani, M. Fotuhi-Firuzabad, P. Dehghanian, W. Li, Identifying critical component for reliability centered maintenance management of deregulated power systems. IET Gener. Transm. Distrib 9 (9), 828–837 (2015)
P. Dehghanian, T. Popovic, M. Kezunovic, Circuit breaker operational health assessment via condition monitoring data, in 46th North American Power Symposium, (NAPS), Sep 2014 (Washington State University, Pullman, Washington, 2014)
P. Dehghanian, M. Moeini-Aghtaie, M. Fotuhi-Firuzabad, R. Billinton, A practical application of the Delphi method in maintenance-targeted resource allocation of distribution utilities, in 13th International Conference on Probabilistic Methods Applied to Power Systems, PMAPS, July 2014 (Durham University, Durham, 2014)
P. Dehghanian, M. Fotuhi-Firuzabad, F. Aminifar, R. Billinton, A comprehensive scheme for reliability centered maintenance implementation in power distribution systems- Part I: methodology. IEEE Trans. Power Delivery 28 (2), 761–770 (2013)
P. Dehghanian, M. Fotuhi-Firuzabad, S. Bagheri-Shouraki, A.A. Razi Kazemi, Critical component identification in reliability centered asset management of distribution power systems via fuzzy AHP. IEEE Syst. J. 6 (4), 593–602 (2012)
S. Bahrami, M. Parniani, A. Vafaeimehr, A modified approach for residential load scheduling using smart meters, in IEEE PES Innovative Smart Grid Technologies Europe (ISGT Europe), Berlin, 2012
S. Bahrami, V.W.S. Wong, An autonomous demand response program in smart grid with foresighted users, in Proceedings of IEEE SmartGridComm, Miami, FL, 2015
S. Bahrami, F. Khazaeli, M. Parniani, Industrial load scheduling in smart power grids, in 22nd International Conference and Exhibition on Electricity Distribution (CIRED 2013), Stockholm 2013, pp. 1–4
P. Samadi, H. Mohsenian-Rad, V.W.S. Wong, R. Schober, Real-time pricing for demand response based on stochastic approximation. IEEE Trans. Smart Grid 5 (2), 789–798 (2014)
S. Bahrami, M. Parniani, Game theoretic based charging strategy for plug-in hybrid electric vehicles. IEEE Trans. Smart Grid 5 (5), 2368–2375 (2014)
K.G. Boroojeni, M.H. Amini, S. Bahrami, S.S. Iyengar, A.I. Sarwat, O. Karabasoglu, A novel multi-time-scale modeling for electric power demand forecasting: from short-term to medium-term horizon. Electr. Power Syst. Res. 142, 58–73 (2017)
M.H. Amini, A.I. Sarwat, S.S. Iyengar, I. Guvenc, Determination of the minimum-variance unbiased estimator for dc power-flow estimation, in 40th IEEE Industrial Electronics Conference (IECON 2014) (Dallas, 2014)
P. Samadi, S. Bahrami, V.W.S. Wong, R. Schober, Power dispatch and load control with generation uncertainty, in 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), Orlando, FL 2015, pp. 1126–1130
A. Ameli et al., A multiobjective particle swarm optimization for sizing and placement of DGs from DG owner’s and distribution company’s viewpoints. IEEE Trans. Power Delivery 29 (4), 1831–1840 (2014)
H. Kim, N. Feamster, Improving network management with software defined networking. IEEE Commun. Mag. 51 (2), 114–119 (2013)
H. Arasteh, et al., SoS-based multiobjective distribution system expansion planning. Electr. Power Syst. Res. 141, 392–406 (2016)
S. Parhizi, A. Khodaei, Investigating the necessity of distribution markets in accommodating high penetration microgrids, in IEEE PES Transmission & Distribution Conference & Exposition (Dallas, 2016)
H. Arasteh, M.S. Sepasian, V. Vahidinasab, An aggregated model for coordinated planning and reconfiguration of electric distribution networks. Energy 94, 786–798 (2016)
Y. Yan, Y. Qian, H. Sharif, D. Tipper, A survey on cyber security for smart grid communications. IEEE Commun. Surv. Tutorials 14 (4), 998–1010 (2012)
M. Rahman, P. Bera, E. Al-Shaer, Smartanalyzer: a noninvasive security threat analyzer for AMI smart grid, in Proceedings of IEEE INFOCOM, Orlando, FL, 2012
M.H. Amini, M. Parsa Moghaddam, Probabilistic modelling of electric vehicles’ parking lots charging demand, in 21th Iranian Conference on Electrical Engineering ICEE2013, Ferdowsi University of Mashhad, 14–16 May 2013
A. Zidan, E.F. El-Saadany, A cooperative multi-agent framework for self-healing mechanisms in distribution systems. IEEE Trans. Smart Grid 3 (3), 1525–1539 (2012)
M.H. Amini, B. Nabi, M.-R. Haghifam, Load management using multi-agent systems in smart distribution network, in Proceedings of IEEE Power and Energy Society General Meeting, Vancouver, BC, July 2013, pp. 1–5
P. Dehghanian, Y. Wang, G. Gurrala, E. Moreno, M. Kezunovic, Flexible implementation of power system corrective topology control. Electr. Power Syst. Res. 128, 79–89 (2015)
M. Kezunovic, T. Popovic, G. Gurrala, P. Dehghanian, A. Esmaeilian, M. Tasdighi, Reliable implementation of robust adaptive topology control, in The 47th Hawaii International Conference on System Science, HICSS, Big Island, 6–9 Jan 2014
P. Dehghanian, M. Kezunovic, Probabilistic impact of transmission line switching on power system operating states, in IEEE Power and Energy Systems (PES) Transmission and Distribution (T&D) Conference and Exposition, Dallas, 2–5 May 2016
P. Dehghanian, M. Kezunovic, Impact assessment of power system topology control on system reliability, in IEEE Conference on Intelligent System Applications to Power Systems, Porto, 11–16 Sept 2015
P. Dehghanian, M. Kezunovic, Probabilistic decision making for the bulk power system optimal topology control. IEEE Trans. Smart Grid 7 (4), 2071–2081 (2016)
Y. Shoham, K. Leyton-Brown, Multi-agent Systems: Algorithmic. Game Theoretic and Logical Foundations (Cambridge University Press, Cambridge, 2009–2010)
F. Bellifemine, G. Caire, D. Greenwood, Developing Multi-Agent Systems with JADE (Wiley, New York, 2007)
M. Wooldridge, G. Weiss, Intelligent agents, in Multi-Agent Systems (MIT Press, Cambridge, MA, 1999), pp. 3–51
P. Siano, C. Cecati, H. Yu, J. Kolbusz, Real time operation of smart grids via FCN networks and optimal power flow. IEEE Trans. Ind. Inf. 8 (4), 944–952 (2012)
A.I. Sarwat, M.H. Amini, A. Domijan Jr., A. Damnjanovic, F. Kaleem, Weather-based interruption prediction in the smart grid utilizing chronological data. J. Modern Power Syst. Clean Energy 4 (2), 308–315 (2016)
J.D. Glover, M.S. Sarma, Power System Analysis and Design, 3rd edn. (Brooks/Cole, Pacific Grove, CA, 2002)
B. Stott, Review of load-flow calculation methods. Proc. IEEE 62, 916–929 (1974)
A.J. Wood, B.F. Wollenberg, Power Generation, Operation and Control, 2nd edn. (Wiley, New York, 1996)
G. Giannakis, V. Kekatos, N. Gatsis, S.-J. Kim, H. Zhu, B. Wollenberg, Monitoring and optimization for power grids: a signal processing perspective. IEEE Signal Process. Mag. 30 (5), 107–128 (2013)
L. Powell, DC load flow, Chap. 11, in Power System Load Flow Analysis. McGrawHill Professional Series (McGrawHill, New York, 2004)
B. Stott, J. Jardim, O. Alsac, DC power flow revisited. IEEE Trans. Power Syst. 24 (3), 1290–1300 (2009)
R.J. Kane, F.F. Wu, Flow approximations for steady-state security assessment. IEEE Trans. Circuits Syst. CAS-31 (7), 623–636 (1984)
R. Baldick, Variation of distribution factors with loading. IEEE Trans. Power Syst. 18 (4), 1316–1323 (2003)
L. Xiong, W. Peng, L. Pohchiang, A hybrid AC/DC microgrid and its coordination control. IEEE Trans. Smart Grid 2 (2), 278–286 (2011)
S. Bera, S. Misra, P.C. Rodriguez Cloud computing applications for smart grid: a survey. IEEE Trans. Parallel Distrib. Syst. 99, 1–18 (2014)
C.-T. Yang, W.-S. Chen, K.-L. Huang, J.-C. Liu, W.-H. Hsu, C.-H. Hsu, Implementation of smart power management and service system on cloud computing, in Proceedings of IEEE International Conference on UIC/ATC, 2012, pp. 924–929
S. Rusitschka, E. Kolja, C. Gerdes, Smart grid data cloud: a model for utilizing cloud computing in the smart grid domain, in First IEEE International Conference on Smart Grid Communications (SmartGridComm), Gaithersburg, MD, 2010
M. Kezunovic, L. Xie, S. Grijalva, The role of big data in improving power system operation and protection, IREP Symposium IEEE, Bulk Power System Dynamics and Control-IX Optimization, Security and Control of the Emerging Power Grid (IREP), 2013
C. Almond, A practical guide to cloud computing security, Aug 2009
B. Joshi, A. Santhana Vijayan, B. Kumar Joshi, Securing cloud computing environment against DDoS attacks, in 2012 International Conference on Computer Communication and Informatics (ICCCI-2012), Coimbatore, 10–12 Jan 2012
S. Yu, W. Zhou, R. Doss, Information theory based detection against network behavior mimicking DDoS attacks. IEEE Commun. Lett. 12 (4), 318–321 (2008)
Y. Shui, W. Zhou, Entropy-based collaborative detection of DDoS attacks on community networks, in Sixth Annual IEEE International Conference on Pervasive Computing and Communications, Piscataway, NJ, 2008, pp. 566–571
J.J.B. Krishnamurthy, M. Rabinovich, Flash crowds and denial of service attacks: characterization and implications for CDNs and web sites, in Proceedings of International WWW Conferences, 2002
Y. Chen, K. Hwang, Collaborative change detection of DDoS attacks on community and ISP networks, in Proceedings of IEEE CTS, 2006
R.B.G. Carl, G. Kesidis, S. Rai, Denial of service attack detection techniques. IEEE Internet Comput. 10 (1), 82–89 (2006)
B. Wang, Y. Zheng, W. Lou, Y.T. Hou, DDoS attack protection in the era of cloud computing and software-defined networking. Comput. Netw. 81, 308–319 (2015)
A. Mishra, R. Mathur, S. Jain, J.S. Rathore, Cloud computing security. Int. J. Recent Innov. Trends Comput. Commun. 1 (1), 36–39 (2013)
A. Gupta, M.T. Hajiaghayi, H. Racke, Oblivious network design, in SODA ’06: Proceedings of the 17th Annual ACM-SIAM Symposium on Discrete Algorithm (ACM, New York, 2006), pp. 970–979
R. Dewri, Location privacy and attacker knowl- edge: who are we fighting against? in Security and Privacy in Communication Networks. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol. 96 (Springer, Berlin, 2012), pp. 96–115
M. Li, S. Salinas, A. Thapa, P. Li, n-CD: a geometric approach to preserving location privacy in location-based services, in Proceedings of IEEE INFOCOM, 2013
S.S. Iyengar, K.G. Boroojeni, N. Balakrishnan, Mathematical Theories of Distributed Sensor Networks (Springer, Berlin, 2014), pp. 111–145
R. Shi, M. Goswami, J. Gao, X.- feng Gu, Is random walk truly memory-less - traffic analysis and source location privacy under random walks, in 2013 Proceedings IEEE INFOCOM, Turin, 2013, pp. 3021–3029
M. Gruteser, D. Grunwald, Anonymous usage of location-based services through spatial and temporal cloaking, in ACM Mobisys’03, May 2003
B. Gedik, L. Liu, Protecting location privacy with personalized k-anonymity: architecture and algorithms. IEEE Trans. Mob. Comput. 7 (1), 1–18 (2008)
J. Meyerowitz, R.R. Choudhury, Hiding stars with fireworks: location privacy through camouflage, in Proceedings of ACM MobiCom, Beijing, Sept 2009
M. F. Mokbel, C.Y. Chow, W.G. Aref, The new casper: query processing for location services without compromising privacy, in Proceedings of VLDB, 2006
P. Kalnis, G. Ghinita, K. Mouratidis, D. Papadias, Preventing location-based identity inference in anonymous spatial queries. IEEE Trans. Knowl. Data Eng. 19 (12), 1719–1733 (2007)
B. Gedik, L. Liu, Location privacy in mobile systems: a personalized anonymization model, in Proceedings of IEEE ICDCS, Columbus, OH, June 2005
C.-Y. Chow, M.F. Mokbel, X. Liu, A peer-to-peer spatial cloaking algorithm for anonymous location-based service, in Proceedings of ACM GIS, Arlington, VA, Nov 2006
A. Beresford, F. Stajano, Location privacy in pervasive computing. IEEE Pervasive Comput. 2 (1), 46–55 (2003)
B. Hoh, M. Gruteser, H. Xiong, A. Alrabady, Preserving privacy in GPS traces via uncertainty-aware path cloaking, in Proceedings of ACM CCS 2007, Alexandria, VA, Jan 2007
H. Kido, Y. Yanagisawa, T. Satoh, An anonymous communication technique using dummies for location-based services, in Proceedings of IEEE ICPS, Santorini, July 2006
H. Lu, C.S. Jensen, M.L. Yiu, Pad: privacy-area aware, dummy based location privacy in mobile services, in Proceedings of ACM MobiDE, Vancouver, June 2008
M. Duckham, L. Kulik, A formal model of obfuscation and negotiation for location privacy, in Proceedings of International Conference on Pervasive Computing, Munich, May 2005
C.A. Ardagna, M. Cremonini, S.D.C. di Vimercati, P. Samarati, An obfuscation-based approach for protecting location privacy. IEEE Trans. Dependable Secure Comput. 8 (1), 13–27 (2011)
A. Pingley, W. Yu, N. Zhang, X. Fu, W. Zhao, Cap: a contextaware privacy protection system for location-based services, in Proceedings of IEEE ICDCS, Montreal, June 2009
M. Damiani, E. Bertino, C. Silvestri, Probe: an obfuscation system for the protection of sensitive location information in LBS. Technical Report 2001-145, CERIAS, 2008
R. Shokri, G. Theodorakopoulos, C. Troncoso, J.-P. Hubaux, J.-Y. Le Boudec, Protecting location privacy: optimal strategy against localization attacks, in CCS ‘12 Proceedings of the 2012 ACM Conference on Computer and Communications Security, New York, NY, 2012, pp. 617–627
R. Shokri, G. Theodorakopoulos, J.-Y. Le Boudec, J.-P. Hubaux, Quantifying location privacy, in 2011 IEEE Symposium on Security and Privacy (SP), Berkeley, CA, May 2011, pp. 247–262
Z. Gong, G.-Z. Sun, X. Xie, protecting privacy in location-based services using K-anonymity without cloaked region, in Eleventh International Conference on Mobile Data Management, Kansas City, MO, 2010
R. Shokri, G. Theodorakopoulos, G. Danezis, J.-P. Hubaux, J.-Y. Le Boudec, Quantifying location privacy: the case of sporadic location exposure, in Privacy Enhancing Technologies, ed. by S. Fischer-Hubner, N. Hopper. Lecture Notes in Computer Science, vol. 6794 (Springer, Berlin, 2011), pp. 57–76
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing Switzerland
About this chapter
Cite this chapter
Boroojeni, K.G., Amini, M.H., Iyengar, S.S. (2017). Overview of the Security and Privacy Issues in Smart Grids. In: Smart Grids: Security and Privacy Issues. Springer, Cham. https://doi.org/10.1007/978-3-319-45050-6_1
Download citation
DOI: https://doi.org/10.1007/978-3-319-45050-6_1
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-45049-0
Online ISBN: 978-3-319-45050-6
eBook Packages: EngineeringEngineering (R0)