Real-Time Power and Intelligent Systems (RTPIS) Laboratory


journal papers


[1]   Tang K, Venayagamoorthy GK, “Adaptive Inter-Area Oscillation Damping Controller for Multi-Machine Power Systems”, Electric Power Systems Research, vol. 134, May 2016, pp. 105-113.
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[2]   Venayagamoorthy GK, Sharma R, Gautam P, Ahmadi A, “Dynamic Energy Management System for a Smart Micro-Grid”, IEEE Transactions on Neural Networks and Learning Systems
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[3]   Rahmani-andebili M, Venayagamoorthy GK, “SmartPark Placement and Operation for Improving System Reliability and Market Participation”, Electric Power Systems Research, vol. 123, June 2015, pp. 21-30.
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[4]   Jayawardene I, Venayagamoorthy GK, “Reservoir Based Learning Network for Control of Multi-Area Power System with Variable Renewable Generation”, Neurocomputing – Vol. 170, December 2015, pp. 428-438
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[5]   Dargahi V, Khoshkbar A, Venayagamoorthy GK, Corzine K, “Hybrid Double Flying Capacitor Multicell (DFCM) Converter and Its Application in Grid-tied Renewable Energy Resources”, IET Proceedings on Generation, Transmission and Distribution, Vol. 9, Issue 10, 2015, pp. 947-956.
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[6]   Tang K, Venayagamoorthy GK, “Damping Inter-area Oscillations Using Virtual Generator Based Power System Stabilizer”, Electric Power Systems Research, vol. 129, December 2015, pp. 126-141.
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[7]   Luitel B, Venayagamoorthy GK, “Cellular Computational Networks – a Scalable Architecture for Learning the Dynamics of Large Networked Systems”, Neural Networks, Vol. 50, February 2014, pp. 120-123.
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[8]   Liang J, Molina D, Venayagamoorthy GK, Harley RG, "Two-Level Dynamic Stochastic Optimal Power Flow Control for Power Systems with Intermittent Renewable Generation," IEEE Transactions on Power Systems, to appear, available online on IEEEXplore.
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[9]   Wang Z, Makram E, Venayagamoorthy GK, Ji C, "Dynamic Estimation of Rotor Angle Deviation of a Generator in Multi-machine Power System," Electric Power System Research, Vol. 97, April 2013, pp.1-9.
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[10]   Luitel B,Venayagamoorthy G, "Decentralized Asynchronous Learning in Cellular Neural Networks," IEEE Transactions on Neural Networks and Learning Systems, November 2012, pp. 1755-1766, vol. 23. no. 11.
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[11]   Molina D, Venayagamoorthy GK, Liang J, Harley RG, "Intelligent Local Area Signals Based Damping of Power System Oscillations Using Virtual Generators and Approximate Dynamic Programming," IEEE Transactions on Smart Grid, vol. 4, no. 1, March 2013, pp. 498-508.
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[12]   Anene EC.,Venayagamoorthy G, "Optimally Tuned Flatness Control of a Magnetic Levitation System using Particle Swarm Optimization," Scottish Journal of Arts, Social Sciences and Scientific Studies, Vol. 8, Issue I, January 2013, pp. 42 – 60
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[13]   Nguyen PH, Venayagamoorthy GK, Kling WL, Ribeiro PF, “Dynamic State Estimation for Distribution Networks with Renewable Energy Integration”, International Journal of Smart Grid and Clean Energy, Vol. 2, No. 3, October 2013, pp. 307-315.
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[14]   Liang J, Venayagamoorthy GK, Harley RG, “Wide-Area Measurement based Dynamic Stochastic Optimal Power Flow Control for Smart Grids with High Variability and Uncertainty” IEEE Transactions on Smart Grid, vol.3, no.1, pp.59-69, March 2012.
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[15]   Venayagamoorthy, G. K.,Rohrig K, Erlich I, "One Step Ahead: Short-Term Wind Power Forecasting and Intelligent Predictive Control Based on Data Analytics" IEEE Power and Energy Magazine, September/October 2012, pp. 71-78.
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[16]   Yan C, Venayagamoorthy GK, Corzine K, “AIS-based Coordinated and Adaptive Control of Generator Excitation Systems for an Electric Ship,” IEEE Transactions on Industrial Electronics, , vol.59, no.8, pp.3102-3112, Aug. 2012.
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[17]   Mitra P, Venayagamoorthy GK, Corzine KA, "SmartPark as a Virtual STATCOM," Smart Grid, IEEE Transactions on , vol.2, no.3, pp.445-455, Sept. 2011.
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[18]   Venayagamoorthy GK, “Future Grids Will Not Be Controllable Without Thinking Machines”, IEEE Smart Grid Newsletter – (letter), October 2011.
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[19]   Kulkarni R, Forster A, Venayagamoorthy, GK, “Computational Intelligence in Wireless Sensor Networks - A Survey”, Communications Surveys & Tutorials, IEEE, vol.13, no.1, pp.68-96, First Quarter 2011.
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[20]   Saber A, Venayagamoorthy GK, “Resource Scheduling Under Uncertainty in a Smart Grid with Renewables and Plug-in Vehicles” IEEE Systems Journal, vol.6, no.1, pp.103-109, March 2012.
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[21]   Mitra P, Venayagamoorthy GK, "Implementation of an Intelligent Reconfiguration Algorithm for an Electric Ship Power System", IEEE Transactions on Industry Applications, vol.PP, no.99, pp.1.
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[22]   Venayagamoorthy GK, "Dynamic, Stochastic, Computational, and Scalable Technologies for Smart Grids," Computational Intelligence Magazine, IEEE , vol.6, no.3, pp.22-35, Aug. 2011.
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[23]   Venayagamoorthy GK, Mitra P, "SmartPark Shock Absorbers for Wind Farms", IEEE Transactions on Energy Conservation, vol.26, no.3, pp.990-992, Sept. 2011.
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[24]   Yan C, Venayagamoorthy GK, Corzine K, "Hardware Implementation of an AIS-Based Optimal Excitation Controller for an Electric Ship," IEEE Transactions of Industry Applications, Vol. 47, No. 2, March/April 2011, pp. 1060-1070.
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[25]   Kulkarni R, Venayagamoorthy GK, “Particle Swarm Optimization for Wireless Sensor Networks: A Brief Survey”, IEEE Transactions on Systems, Man and Cybernetics, Part C, Vol. 41, No. 2, 2011, pp. 262-267.
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[26]   Saber A, Venayagamoorthy GK, “Intelligent Unit Commitment with V2G - A Cost-Emission Optimization”, Journal of Power Sources, Volume 195, Issue 3, 1 February 2010, Pages 898-911.
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[27]   Xiao P, Venayagamoorthy GK, Huang J, Corzine K, “Recurrent Neural Networks Based Impedance Measurement Technique for Power Electronic Systems”, IEEE Transactions on Power Electronics, vol.25, no.2, pp.382-390, Feb. 2010.
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[28]   Luitel B, Venayagamoorthy GK, “Particle Swarm Optimization with Quantum Infusion for System Identification”, Engineering Applications of Artificial Intelligence, Volume 23, Issue 5, August 2010, Pages 635-649.
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[29]   Mitra P, Venayagamoorthy GK, “An Adaptive Control Strategy for DSTATCOM Applications in an Electric Ship Power System”, IEEE Transactions on Power Electronics, vol.25, no.1, pp.95-104, Jan. 2010.
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[30]   Venayagamoorthy GK, Welch R, “Energy Dispatch Controllers for a Photovoltaic System”, Engineering Applications of Artificial Intelligence, Volume 23, Issue 2, March 2010, Pages 249-261.
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[31]   Cai X, Venayagamoorthy GK, Wunsch DC, “Evolutionary Swarm Neural Network Game Engine for Capture Go”, Neural Networks, Volume 23, Issue 2, March 2010, Pages 295-305.
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[32]   Luitel B, Venayagamoorthy GK, “Quantum Inspired PSO for the Optimization of Simultaneous Recurrent Neural Networks as MIMO Learning Systems”, Neural Networks, Volume 23, Issue 5, June 2010, Pages 583-586.
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[33]   Kulkarni R, Venayagamoorthy GK, “Bio-Inspired Algorithms for Autonomous Deployment and Localization of Sensor Nodes”, IEEE Transactions on Systems, Man and Cybernetics, Part C: Applications and Reviews, vol.PP, no.99, pp.1-13.
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[34]   Mitra P, Venayagamoorthy GK, “Wide Area Control for Improving Stability of a Power System with Plug-in Electric Vehicles”, IET Proceedings of Generation, Transmission and Distribution, 2010, Vol. 4, Iss. 10, pp. 1151–1163.
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[35]   Saber A, Venayagamoorthy GK, “Plug-in Vehicles and Renewable Energy Sources for Cost and Emission Reductions”, IEEE Transactions on Industrial Electronics, Vol. 58, No. 4, 2011, pp.1229-1238.
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[36]   Saber A, Venayagamoorthy GK, “Efficient Utilization of Renewable Energy Sources by Gridable Vehicles in Cyber-Physical Energy Systems”, Systems Journal, IEEE, vol.4, no.3, pp.285-294, Sept. 2010.
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[37]   Welch R, Venayagamoorthy GK, “Energy Dispatch Fuzzy Controller for a Grid Independent Photovoltaic System”, Energy Conversion and Management, Volume 51, Issue 5, May 2010, Pages 928-937.
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[38]   Potter C, Venayagamoorthy GK, Kosbar K, “RNN Based MIMO Channel Prediction Signal Processing”, Signal Processing - a Publication of the European Association for Signal Processing, Vol. 90, Issue 2, Feb. 2010, pp. 440-450.
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[39]   Yare Y, Venayagamoorthy GK, “Optimal Maintenance Scheduling of Generators using Multiple Swarms - MDPSO Framework”, Engineering Applications of Artificial Intelligence, Volume 23, Issue 6, September 2010, Pages 895-910.
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[40]   Lee S, Park J-W, Venayagamoorthy GK, "New Power Quality Index in a Distribution Power System by Using RMP Model," IEEE Transactions on Industry Applications, vol.46, no.3, pp.1204-1211, May-june 2010.
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[41]   Kulkarni R, Venayagamoorthy, GK, “Adaptive Critics for Dynamic Optimization”, Neural Networks, Volume 23, Issue 5, June 2010, Pages 587-591.
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[42]   Palangpour P, Venayagamoorthy GK, Duffy K, “Prediction of Elephant Movement in a Game Reserve Using Neural Networks”, Journal of New Mathematics and Natural Computation, Vol. 5, No. 2, 2009, pp. 421-439.
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[43]   Qiao W, Venayagamoorthy GK, Harley RG, “Real-Time Implementation of a STATCOM on a Wind Farm Equipped with Doubly Fed Induction Generators”, IEEE Transactions on Industry Applications, Vol. 45, No. 1, Jan/Feb. 2009, pp. 98-107.
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[44]   Venayagamoorthy GK, A successful interdisciplinary course on computational intelligence, IEEE Computational Intelligence Magazine, Vol. 4, Issue 1, Feb. 2009, pp. 14-23.
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[45]   Xiao P, Venayagamoorthy GK, Corzine K, "Seven-Level Shunt Active Power Filter for High-Power Drive Systems," IEEE Transactions on Power Electronics, vol.24, no.1, pp.6-13, Jan. 2009.
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[46]   Qiao W, Harley RG, Venayagamoorthy GK, “Coordinated Reactive Power Control of a Large Wind Farm and a STATCOM Using Heuristic Dynamic Programming”, IEEE Transactions on Energy Conversion, Vol. 24, No. 2, June 2009, pp. 493-503.
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[47]   Ray S, Venayagamoorthy GK, “A Wide Area Measurement Based Neurocontrol for Generation Excitation Systems”, Engineering Applications of Artificial Intelligence, Vol. 22, Issue 3, April 2009, pp. 473-481.
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[48]   Qiao W, Venayagamoorthy GK, Harley RG, “Missing-Sensor-Fault-Tolerant Control for SSSC FACTS Device with Real-Time Implementation”, IEEE Transactions on Power Delivery, Vol. 24, No. 2, April 2009, pp. 740-750.
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[49]   del Valle Y, Perkel J, Venayagamoorthy GK, Harley RG, “Optimal Allocation of FACTS Devices: Classical versus Metaheuristic Approaches”, Transactions of the South Institute of Electrical Engineers, March 2009.
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[50]   Venayagamoorthy GK, Doctor S, Grant L, “Collective Robotic Search Using Hybrid Techniques: Fuzzy Logic and Swarm Intelligence Inspired by Nature”, Engineering Applications of Artificial Intelligence, Vol. 22, Issue 3, April 2009, pp. 431-441.
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[51]   Xiao P, Venayagamoorthy GK, Corzine K, “A Seven-Level Shunt Active Power Filter for High Power Drive Systems”, IEEE Transactions on Power Electronics, Vol. 24, No. 1, January 2009, pp. 6-13.
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[52]   Kulkarni R, Venayagamoorthy, GK, “Generalized Neuron: Feedforward and Recurrent Architectures”, Neural Networks, Vol. 22. No. 7, Sept. 2009, pp. 1011-1017.
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[53]   Johnson C, Venayagamoorthy GK, Mitra P, “Comparison of a Spiking Neural Network and an MLP for Robust Identification of Generator Dynamics in a Multimachine Power System Neural Networks”, Neural Networks, July-August 2009, pp. 833-841.
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[54]   Venayagamoorthy GK, Bashyal S, “Effects of Spectral Radius and Settling Time in the Performance of Echo State Networks”, Neural Networks, Vol. 22, No. 7, Sept. 2009, pp. 861-863.
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[55]   Mohagheghi S, Venayagamoorthy GK, Rajagopalan S., Harley RG, “Hardware Implementation of a Mamdani Based Fuzzy Logic Controller for a Static Compensator in a Multimachine Power System”, IEEE Transactions on Industry Applications, Vol. 45, No. 4, July/August 2009, pp. 1535-1544.
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[56]   Das TK, Venayagamoorthy GK, Aliyu UO "Bio-inspired Algorithms for the Design of Multiple Optimal Power System Stabilizers: SPPSO and BFA", IEEE Transactions on Industry Applications, Vol. 44, Issue 5, Sept/Oct. 2008, pp. 1445 - 1457
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[57]   Ray S, Venayagamoorthy GK, Chaudhuri B, Majumder R, "Comparison of Adaptive Critics and Classical Approaches Based Wide Area Controllers for a Power System", IEEE Transactions on System, Man and Cybernetics, Part B: Cybernetics, Vol. 38, No. 4, August 2008, pp. 1002-1007.
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[58]   Baek SM, Park JW, Venayagamoorthy GK, "Power System Control by Embedded Neural Network in Hybrid System Modeling", IEEE Transactions on Industry Applications, Vol. 44, Issue 5, Sept/Oct. 2008, pp. 1458 - 1465.
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[59]   Yare Y, Venayagamoorthy GK, Aliyu UO, "Optimal Generator Maintenance Scheduling Using a Modified Discrete PSO", IET Proceedings on Generation, Transmission and Distribution, Vol. 2, No. 6, Nov. 2008, pp. 834-846.
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[60]   Xiao P, Corzine K, Venayagamoorthy GK, "Multiple Reference Frame Based Control of Three-Phase PWM Boost Rectifiers Under Unbalanced and Distorted Input Conditions", IEEE Transactions on Power Electronics, Vol. 23, No. 4, July 2008, pp. 2006-2017.
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[61]   Mohagheghi S, Venayagamoorthy GK, Harley RG, "Fully Evolvable Optimal Neuro-Fuzzy Controller Using Adaptive Critic Designs", IEEE Transactions on Fuzzy Systems, Vol. 16, No. 6, Dec. 2008, pp. 1450-1461.
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[62]   Bashyal S, Venayagamoorthy GK, "Recognition of facial expressions using Gabor wavelets and learning vector quantization ", Engineering Applications of Artificial Intelligence, Vol. 21, No. 7, Oct. 2008, pp. 1056-1064.
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[63]   Mazumdar J, Harley R, Lambert F, Venayagamoorthy GK, Page ML, "Intelligent Tool for Determining the True Harmonic Current Contribution of a Customer in a Power Distribution Network", IEEE Transactions on Industry Applications, Vol. 44, No. 5, September/October 2008, pp. 1477 - 1485.
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[64]   Venayagamoorthy GK, Jetti SR, "A Dual Function Neuron Based External Controller for a Static Var Compensator", IEEE Transactions on Power Delivery, Vol. 23, Issue 2, April 2008, pp. 997 - 1006.
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[65]   Park JW, Harley RG, Venayagamoorthy GK, "Dual Heuristic Programming Based Nonlinear Optimal Control for a Synchronous Generator" Engineering Applications of Artificial Intelligence, Vol. 21, Issue 1, Feb. 2008, pp. 97-105.
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[66]   Qiao W, Harley RG, Venayagamoorthy GK, "Fault-Tolerant Optimal Neurocontrol for a Static Synchronous Series Compensator Connected to a Power Network", IEEE Transactions on Industry Applications, Vol. 44, Issue 1, Jan. 2008, pp. 74 - 84.
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[67]   Ray S, Venayagamoorthy GK, "Real-Time Implementation of a Measurement based Adaptive Wide Area Control System Considering Communication Delays", IET Proceedings on Generation, Transmission and Distribution, Vol. 2, Issue 1, Jan. 2008, pp. 62 - 70.
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[68]   Qiao W, Venayagamoorthy GK, Harley RG, "Optimal Wide-Area Monitoring and Non-Linear Adaptive Coordinating Control of a Power System with Wind Farm Integration and Multiple FACTS Devices", Neural Networks, Vol. 21, Issues 2-3, March/April 2008, pp. 466-475.
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[69]   del Valle Y, Venayagamoorthy GK, Mohagheghi S, Hernandez JC, Harley RG, "Particle Swarm Optimization: Basic Concepts, Variants and Applications in Power Systems", IEEE Transactions on Evolutionary Computation, Vol. 12, Issue 2, April 2008, pp. 171 - 195.
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[70]   Qiao W, Harley RG, Venayagamoorthy GK, "Fault-Tolerant Indirect Adaptive Neuro-Control for a Static Synchronous Series Compensator in a Power Network with Missing Sensor Measurements", IEEE Transactions on Neural Networks, Vol. 19, No. 7, July 2008, pp. 1179 - 1195.
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[71]   Ray S, Venayagamoorthy GK, Watanabe EH, "A Computational Approach to Optimal Damping Controller Design for a GCSC", IEEE Transactions on Power Delivery, Vol. 23, Issue 3, July 2008, pp. 1673 - 1681.
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[72]   Qiao W, Gao Z, Harley RG, Venayagamoorthy GK, "Robust Neuro-Identification of Nonlinear Plants with Missing Sensor Measurements" Engineering Applications of Artificial Intelligence, Vol. 21, Issue 4, June 2008, pp. 604-618.
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[73]   Ray S, Venayagamoorthy GK, "Wide-Area Signal-Based Optimal Neurocontroller for a UPFC", IEEE Transactions on Power delivery, Vol. 23, Issue 3, July 2008, pp. 1597 - 1605.
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[74]   Mohagheghi, S., del Valle, Y., Venayagamoorthy, G. K. and Harley, R. G. (2007): A Proportional-Integrator Adaptive Critic Design Based Neurocontroller for a Static Compensator in a Multimachine Power System. IEEE Transactions on Industrial Electronics 54.1, 86-96.
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[75]   Liu, W., Venayagamoorthy, G. K., Sarangapani, J., Crow, M. and Cartes, D. (2007): Adaptive Neural Network Based Stabilizing Controller Design for Single Machine Infinite Bus Power Systems. Dynamics of Continuous, Discrete and Impulsive Systems - an International Journal, Series B: Application and Algorithm 14.S1, 494-502.
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[76]   Liu, W., Sarangapani, J., Venayagamoorthy, G. K., Crow, M., and Cartes, D. (2007): Two Neural Network Based Decentralized Controller Designs for Large Scale Power Systems. Dynamics of Continuous, Discrete and Impulsive Systems - an International Journal, Series B: Application and Algorithm 14.S1, 486-493.
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[77]   Liu W, Sarangapani J, Venayagamoorthy GK, Crow M, Cartes D, "Decentralized Neural Network-Based Excitation Control of Large-Scale Power Systems", International Journal of Control, Automation, and Systems, vol. 5, no. 5, pp. 526-538, October 2007.
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[78]   Xu R, Venayagamoorthy GK, Wunsch DC, "Modeling of Gene Regulatory Networks with Hybrid Differential Evolution and Particle Swarm Optimization", Neural Networks, Volume 20, Issue 8, October 2007, Pages 917-927.
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[79]   Liu, W., Liu, L., Cartes, D. and Venayagamoorthy G. K. (2007): Binary Particle Swarm Optimization Based Defensive Islanding of Large Scale Power Systems. International Journal of Computer Science and Applications 4.3, 69-83, 2007.
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[80]   Mohagheghi, S., Venayagamoorthy, G. K. and Harley, R. G. (2007): Optimal Neuro-Fuzzy External Controller for a STATCOM in a 12-Bus Benchmark Power System. IEEE Transactions on Power Delivery, 22.4, 2548-2558.
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[81]   Cai, X., Zhang, N., Venayagamoorthy, G. K. and Wunsch, D. C. (2007): Time Series Prediction with Recurrent Neural Networks Trained by a Hybrid PSO-EA Algorithm. Neurocomputing 70.13-15, 2342-2353.
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[82]   Venayagamoorthy, G. K., Zha, W. (2007): Comparison of Non-Uniform Optimal Quantizer Design for Perceptual Speech Coding with Adaptive Critics and Particle Swarm. IEEE Transactions in Industry Applications 43.1, 238-244.
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[83]   Venayagamoorthy, G. K., Smith, S. C. and Singhal, G. (2007): Particle Swarm Based Optimal Partitioning Algorithm for Combinational CMOS Circuits. Engineering Applications of Artificial Intelligence 20.2, 177-184.
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[84]   Venayagamoorthy, G. K. (2007): Online Design of an Echo State Network Based Wide Area Monitor for a Multi-machine Power System. Neural Networks 20.3, 404-413.
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[85]   Mazumdar, J., Harley, R., Lambert, F. and Venayagamoorthy, G. K. (2007): Neural Network Based Method for Predicting Nonlinear Load Harmonics. IEEE Transactions on Power Electronics 22.3, 1036-1045.
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[86]   Mohagheghi, S., Venayagamoorthy, G. K. and Harley, R. G. (2007): Optimal Wide Area Controller and State Predictor for a Power System. IEEE Transactions on Power Systems 22.2, 693-705.
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[87]   Moore PW, Venayagamoorthy GK, “Evolving Combinational Logic Circuits Using Particle Swarm, Differential Evolution and Hybrid DEPSO, International Journal of Neural Systems, Vol. 16, No. 3, June 2006, pp. 163-177.

[88]   Mohagheghi, S., Venayagamoorthy, G. K., and Harley, R. G. (2006): Adaptive Critic Design Based Neuro-Fuzzy Controller for a Static Compensator in a Multimachine Power System. IEEE Transactions on Power Systems 21.4, 1744-1754.
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[89]   Moore, P. W. and Venayagamoorthy, G. K. (2006): Evolving Digital Circuits Using Hybrid Particle Swarm Optimization And Differential Evolution. International Journal of Neural Systems 16.2, 163-177.
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[90]   Venayagamoorthy, G. K., Harley, R. G. and Wunsch, D. C. (2005): Real-Time Dual Heuristic Programming-Based Neurocontroller for a Turbogenerator in a Multimachine Power System. Engineering Intelligent Systems Journal 2, 105-111.
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[91]   Park, J.-W., Harley, R. G. and Venayagamoorthy, G. K. (2005): Decentralized Optimal Neuro-controllers for Generation and Transmission Devices in an Electric Power Network. Engineering Applications of Artificial Intelligence 18.1, 37-46.
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[92]   Venayagamoorthy,G. K. and Kalyani, R. P. (2005): Two Separate Continually Online Trained Neurocontrollers for a Unified Power Flow Controller. IEEE Transactions on Industry Applications 41.4, 906-916.
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[93]   Liu, W., Venayagamoorthy, G. K. and Wunsch, D. C. (2005): A Heuristic Dynamic Programming based Power System Stabilizer for a Turbogenerator in a Single Machine Power System. IEEE Transactions in Industry Applications 41.5, 1377-1385.
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[94]   Venayagamoorthy, G. K. and Singhal, G. (2005): Comparison of Quantum-Inspired Evolutionary Algorithms and Binary Particle Swarm Optimization for Training MLP and SRN Neural Networks. Journal of Computational and Theoretical Nanoscience 2.4, 561-568.
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[95]   Park, J.-W., Venayagamoorthy, G. K. and Harley, R. G. (2005): MLP/RBF Neural Networks Based On-Line Global Model Identification of Synchronous Generator. IEEE Transactions on Industrial Electronics 52.6, 1685-1695
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[96]   Park, J.-W., Harley, R. G. and Venayagamoorthy, G. K. (2004): Intelligent Control of a Synchronous Generator Using MLP/RBF Neural Networks and Lyapunov Transient Stability Analysis of the Controllers. IEEE Transactions on Neural Networks 15.2, 460-464.
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[97]   Park, J.-W., Harley, R. G. and Venayagamoorthy, G. K. (2004): New External Neuro-Controller for Series Capacitive Reactance Compensator in a Power Network. IEEE Transactions on Power Systems 19.3, 1462-1472.
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[98]   Park, J.-W., Harley, R. G. and Venayagamoorthy G. K. (2003): Adaptive Critic Based Optimal Neurocontrol for Synchronous Generator in Power System Using MLP/RBF Neural Networks. IEEE-IAS Industry Applications Transactions 39.5, 1529-1540. This paper received the second prize paper award from the Industrial Automation and Control Committee of the IEEE IAS.
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[99]   Venayagamoorthy GK, Harley RG, Wunsch DC, “Implementation of Adaptive Critic Based Neurocontrollers for Turbogenerators in a Multimachine Power System”, IEEE Transactions on Neural Networks, Vol. 14, No. 5, September 2003, pp. 1047-1064.
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[100]   Park JW, Harley RG, Venayagamoorthy GK, “New Internal Optimal Neurocontrol for a Series FACTS Device in a Power Transmission Line”, Neural Networks, Vol. 16, No. 5-6, July 2003, pp. 881-890.
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[101]   Venayagamoorthy, G. K., Harley, R. G, and Wunsch, D.C. (2003): Dual Heuristic Programming Excitation Neurocontrol for Generators in a Multimachine Power System. IEEE Transactions on Industry Applications 39.2, 382-394.
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[102]   Liu W, Venayagamoorthy GK, Wunsch DC, “Design of an Adaptive Neural Network Based Power System Stabilizer”, Neural Networks, Vol. 16, No. 5-6, July 2003, pp. 891-898.
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[103]   Venayagamoorthy GK, Harley RG, Wunsch DC, “Comparison of Heuristic Dynamic Programming and Dual Heuristic Programming Adaptive Critics for Neurocontrol of a Turbogenerator”, IEEE Transactions on Neural Networks, Vol. 13, No. 3, May 2002, pp. 764-773.
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[104]   Venayagamoorthy GK, Harley RG, “Two Separate Continually Online-Trained Neurocontrollers for Excitation and Turbine Control of a Turbogenerator”, IEEE Transactions on Industry Applications, Vol. 38, No. 3, May/June 2002, pp. 887-893.
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[105]   Venayagamoorthy, G. K. and Harley, R. G. (2001): A Continually Online Trained Neurocontroller for Excitation and Turbine Control of a Turbogenerator. IEEE Transactions on Energy Conversion 16.3, 261-269.
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[106]   Venayagamoorthy, G. K. and Harley, R. G. (1999): An Artificial Neural Network Identifier for the Control of Turbogenerators. Journal of the Electricity + Control, 21-24
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[107]   Onogu MI, Venayagamoorthy GK (appeared as Kumar VG), “EPROM Programming” Technical Transactions of the Nigerian Society of Engineers, Vol. 31, No. 1, January – March 1996, pp. 63-70.