Modeling, Detection, and Prevention of Electricity Theft for Enhanced Performance and Security of Power Grid

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[1]  Ching-Hung Lee,et al.  Identification and control of dynamic systems using recurrent fuzzy neural networks , 2000, IEEE Trans. Fuzzy Syst..

[2]  F.M. Cleveland,et al.  Cyber security issues for Advanced Metering Infrasttructure (AMI) , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[3]  Gowrishankar,et al.  Neural Network Based Traffic Prediction for Wireless Data Networks , 2008, Int. J. Comput. Intell. Syst..

[4]  A. Vojdani,et al.  Smart Integration , 2008, IEEE Power and Energy Magazine.

[5]  R. Cespedes,et al.  Protecting revenue in the distribution industry: a new approach with the revenue assurance and audit process , 2004, 2004 IEEE/PES Transmision and Distribution Conference and Exposition: Latin America (IEEE Cat. No. 04EX956).

[6]  C. Bennett,et al.  Networking AMI Smart Meters , 2008, 2008 IEEE Energy 2030 Conference.

[7]  A. Pyasi,et al.  Improvement in electricity distribution efficiency to mitigate pollution IEEE ISEE (May 2008) , 2008, 2008 IEEE International Symposium on Electronics and the Environment.

[8]  J.L. Parra,et al.  Use of the Shunts Detecting Equipment for the Identification of Illegal Power Outlets , 2006, 2006 IEEE/PES Transmission & Distribution Conference and Exposition: Latin America.

[9]  Michael Negnevitsky,et al.  Artificial Intelligence: A Guide to Intelligent Systems , 2001 .

[10]  V. Krishnaswamy Non-payment in the electricity sector in Eastern Europe and the Former Soviet Union , 1999 .

[11]  Chong Wang,et al.  Packet-oriented communication protocols for Smart Grid Services over low-speed PLC , 2009, 2009 IEEE International Symposium on Power Line Communications and Its Applications.

[12]  Stefano Paraboschi,et al.  Effective Scheduling of Detached Rules in Active Databases , 2003, IEEE Trans. Knowl. Data Eng..

[13]  S. Mitter,et al.  Dynamic Pricing and Stabilization of Supply and Demand in Modern Electric Power Grids , 2010, 2010 First IEEE International Conference on Smart Grid Communications.

[14]  H.S. Lopes,et al.  An Electric Energy Quality Meter Using Hardware Reconfigurable Computing , 2006, 2006 1ST IEEE Conference on Industrial Electronics and Applications.

[15]  Xiaohong Su,et al.  Back propagation based on selective attention for fast convergence of training neural network , 2004, Fifth World Congress on Intelligent Control and Automation (IEEE Cat. No.04EX788).

[16]  Syed Khaleel Ahmed,et al.  Detection of abnormalities and electricity theft using genetic Support Vector Machines , 2008, TENCON 2008 - 2008 IEEE Region 10 Conference.

[17]  Rohit Pathak,et al.  Reliability modeling of MEMS devices on CUDA based HPC setup , 2009, 2009 First Asian Himalayas International Conference on Internet.

[18]  Rabab Kreidieh Ward,et al.  A Rotation Invariant Rule-Based Thinning Algorithm for Character Recognition , 2002, IEEE Trans. Pattern Anal. Mach. Intell..

[19]  Peter Han Joo Chong,et al.  Design and implementation of Bluetooth energy meter , 2003, Fourth International Conference on Information, Communications and Signal Processing, 2003 and the Fourth Pacific Rim Conference on Multimedia. Proceedings of the 2003 Joint.

[20]  Dustin Boswell,et al.  Introduction to Support Vector Machines , 2002 .

[21]  Thomas B. Smith,et al.  Electricity theft: a comparative analysis , 2004 .

[22]  Venkata Dinavahi,et al.  Large-scale transient stability simulation on graphics processing units , 2009, 2009 IEEE Power & Energy Society General Meeting.

[23]  Philippe Sommereyns,et al.  Proof of concept smart metering , 2009 .

[24]  Simon Haykin,et al.  Neural Networks: A Comprehensive Foundation , 1998 .

[25]  R. Anand,et al.  e-metering solution for checking energy thefts and streamlining revenue collection in India , 2003, 2003 IEEE PES Transmission and Distribution Conference and Exposition (IEEE Cat. No.03CH37495).

[26]  Ohyoung Song,et al.  Power-Efficient Architecture of Zigbee Security Processing , 2008, 2008 IEEE International Symposium on Parallel and Distributed Processing with Applications.

[27]  Magne Setnes,et al.  GA-fuzzy modeling and classification: complexity and performance , 2000, IEEE Trans. Fuzzy Syst..

[28]  Vladimir Vapnik,et al.  Statistical learning theory , 1998 .

[29]  Jinjun Liu,et al.  A new approach for single-phase harmonic current detecting and its application in a hybrid active power filter , 1999, IECON'99. Conference Proceedings. 25th Annual Conference of the IEEE Industrial Electronics Society (Cat. No.99CH37029).

[30]  J. Misurec,et al.  Capturing Energy Meter Data over Secured Power Line , 2006, 2006 International Conference on Communication Technology.

[31]  M. Chebbo EU SmartGrids Framework "Electricity Networks of the future 2020 and beyond" , 2007, 2007 IEEE Power Engineering Society General Meeting.

[32]  Lingfeng Wang,et al.  Smart meters for power grid — Challenges, issues, advantages and status , 2011 .

[33]  Lin Wang,et al.  New network cyber-security architecture for smart distribution system operations , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[34]  Lingfeng Wang,et al.  A conceptual design using harmonics to reduce pilfering of electricity , 2010, IEEE PES General Meeting.

[35]  Huei Peng,et al.  Power management strategy for a parallel hybrid electric truck , 2003, IEEE Trans. Control. Syst. Technol..

[36]  H.J. Beukes,et al.  Feasibility study of electricity theft detection using mobile remote check meters , 2004, 2004 IEEE Africon. 7th Africon Conference in Africa (IEEE Cat. No.04CH37590).

[37]  André Meffe,et al.  TECHNICAL LOSS CALCULATION BY DISTRIBUTION SYSTEM SEGMENT WITH CORRECTIONS FROM MEASUREMENTS , 2009 .

[38]  Georgios Meditskos,et al.  A Rule-Based Object-Oriented OWL Reasoner , 2008, IEEE Transactions on Knowledge and Data Engineering.

[39]  Lingfeng Wang,et al.  A rule engine based classification algorithm for detection of illegal consumption of electricity , 2012, 2012 North American Power Symposium (NAPS).

[40]  Bernhard E. Boser,et al.  A training algorithm for optimal margin classifiers , 1992, COLT '92.

[41]  M. Paun,et al.  Smart grids and networks of the future - Eurelectric views , 2009 .

[42]  Lingfeng Wang,et al.  Enhanced encoding technique for identifying abnormal energy usage pattern , 2012, 2012 North American Power Symposium (NAPS).

[43]  Arie Jongejan,et al.  Dynamic Pricing Tariffs for DTE's Residential Electricity Customers , 2010 .

[44]  H. Allcott,et al.  Real Time Pricing and Electricity Markets , 2009 .

[45]  S.K. Ali Zaidi,et al.  Design and implementation of low cost electronic prepaid energy meter , 2008, 2008 IEEE International Multitopic Conference.

[46]  M.D. Anderson,et al.  Dynamic pricing [of electricity] , 2000, IEEE Potentials.

[47]  A.A. Khan,et al.  Telemetering & billing system for spatially distributed electrical power clients , 2004, E-Tech 2004.

[48]  Robert C. Green,et al.  High performance computing for electric power systems: Applications and trends , 2011, 2011 IEEE Power and Energy Society General Meeting.

[49]  Anoop Gupta,et al.  Parallel computer architecture - a hardware / software approach , 1998 .

[50]  Yi Lu,et al.  A fuzzy system for automotive fault diagnosis: fast rule generation and self-tuning , 2000, IEEE Trans. Veh. Technol..

[51]  J.E.R. Alves,et al.  Identification of energy theft and tampered meters using a central observer meter: a mathematical approach , 2003, 2003 IEEE PES Transmission and Distribution Conference and Exposition (IEEE Cat. No.03CH37495).

[52]  Christoph Haederli,et al.  Network integration of distributed power generation , 2002 .

[53]  A.H. Nizar,et al.  Power Utility Nontechnical Loss Analysis With Extreme Learning Machine Method , 2008, IEEE Transactions on Power Systems.

[54]  Chih-Jen Lin,et al.  LIBSVM: A library for support vector machines , 2011, TIST.

[55]  Lingfeng Wang,et al.  Measures and setbacks for controlling electricity theft , 2010, North American Power Symposium 2010.

[56]  L.L. Lai,et al.  A practical approach of smart metering in remote monitoring of renewable energy applications , 2009, 2009 IEEE Power & Energy Society General Meeting.

[57]  A. Dick Theft of electricity-how UK electricity companies detect and deter , 1995 .

[58]  Lingfeng Wang,et al.  Electricity theft: Overview, issues, prevention and a smart meter based approach to control theft , 2011 .

[59]  R. Cespedes,et al.  Assessment of Electrical Energy Losses in the Colombian Power System , 1983, IEEE Transactions on Power Apparatus and Systems.

[60]  C. V. Ramamoorthy,et al.  Knowledge and Data Engineering , 1989, IEEE Trans. Knowl. Data Eng..

[61]  D.G. Hart,et al.  Using AMI to realize the Smart Grid , 2008, 2008 IEEE Power and Energy Society General Meeting - Conversion and Delivery of Electrical Energy in the 21st Century.

[62]  A.H. Nizar,et al.  A Data Mining Based NTL Analysis Method , 2007, 2007 IEEE Power Engineering Society General Meeting.

[63]  J.V. Wijayakulasooriya,et al.  Remotely Accessible Single Phase Energy Measuring System , 2006, First International Conference on Industrial and Information Systems.

[64]  S Forrest,et al.  Genetic algorithms , 1996, CSUR.

[65]  Venkata Dinavahi,et al.  SIMD-Based Large-Scale Transient Stability Simulation on the Graphics Processing Unit , 2010, IEEE Transactions on Power Systems.

[66]  Sanem Sergici,et al.  Household Response to Dynamic Pricing of Electricity - A Survey of the Empirical Evidence , 2010 .

[67]  Lingfeng Wang,et al.  Support vector machine based data classification for detection of electricity theft , 2011, 2011 IEEE/PES Power Systems Conference and Exposition.

[68]  D. Niebur,et al.  DC Power Flow Based Contingency Analysis Using Graphics Processing Units , 2007, 2007 IEEE Lausanne Power Tech.

[69]  S. De,et al.  Design and development of vigilant energy metering system (VEMS) and its applications , 2003, Proceedings. Student Conference on Research and Development, 2003. SCORED 2003..

[70]  Yasufumi Takama,et al.  Mining Association Rules for Adaptive Search Engine Based on RDF Technology , 2007, IEEE Transactions on Industrial Electronics.

[71]  Vahid Jalili-Marandi Acceleration of Transient Stability Simulation for Large-Scale Power Systems on Parallel and Distributed Hardware , 2010 .

[72]  A. H. Nizar,et al.  Identification and detection of electricity customer behaviour irregularities , 2009, 2009 IEEE/PES Power Systems Conference and Exposition.

[73]  Ron Shamir,et al.  Accurate identification of alternatively spliced exons using support vector machine , 2005, Bioinform..

[74]  Ming Chen,et al.  Classification Techniques of Neural Networks Using Improved Genetic Algorithms , 2008, 2008 Second International Conference on Genetic and Evolutionary Computing.

[75]  Lingfeng Wang,et al.  A hybrid neural network model and encoding technique for enhanced classification of energy consumption data , 2011, 2011 IEEE Power and Energy Society General Meeting.

[76]  Sebnem Rusitschka,et al.  A low-cost alternative to smart metering infrastructure based on peer-to-peer technologies , 2009, 2009 6th International Conference on the European Energy Market.

[77]  Kyeong-Deok Moon,et al.  Home energy management system based on power line communication , 2010, IEEE Transactions on Consumer Electronics.

[78]  Sieh Kiong Tiong,et al.  Nontechnical Loss Detection for Metered Customers in Power Utility Using Support Vector Machines , 2010, IEEE Transactions on Power Delivery.

[79]  LimJae-Hyun,et al.  Smart home energy management system using IEEE 802.15.4 and zigbee , 2010 .