J.1   Xiao, P., Corzine, K. and Venayagamoorthy, G. K. (to be published in 2008): Multiple Reference Frame Based Control of Three-Phase PWM Boost Rectifiers Under Unbalanced and Distorted Input Conditions. IEEE Transactions on Power Electronics.


J.2   Mohagheghi, S., Venayagamoorthy, G. K. and Harley, R. G. (to be published in 2008): Fully Evolvable Optimal Neuro-Fuzzy Controller Using Adaptive Critic Designs. IEEE Transactions on Fuzzy Systems.


J.3   Ray, S., Venayagamoorthy, G.K., Chaudhuri, B. and Majumder, R. (to be published in 2008): 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.


J.4   Bashyal, S. and Venayagamoorthy, G. K. (2008): Facial Expressions Recognition Using LVQ. Engineering Applications of Artificial Intelligence. (Available online on Sciencedirect).
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J.5   Das, T. K., Venayagamoorthy, G. K. and Aliyu, U. O. (to be published in 2008): Bio-inspired Algorithms for the Design of Multiple Optimal Power System Stabilizers: SPPSO and BFA. IEEE Transactions on Industry Applications.


J.6   Ray, S. and Venayagamoorthy, G. K. (to be published in 2008): Optimal Neurocontroller Using Wide Area Signals for a UPFC. IEEE Transactions on Power delivery.


J.7   Ray, S. and Venayagamoorthy, G. K. (2008): Real-Time Implementation of a Measurement based Adaptive Wide Area Control System Considering Communication Delays. IET Proceedings on Generation, Transmission and Distribution 2.1, 62-70.
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J.8   Qiao, W., Venayagamoorthy, G. K. and Harley R. G. (to be published in 2008): Real-Time Implementation of a STATCOM on a Wind Farm Equipped with Doubly Fed Induction Generators. IEEE Transactions on Industry Applications.


J.9   Baek, S. M., Park, J. W. and Venayagamoorthy, G. K. (to be published in 2008): Power System Control by Embedded Neural Network in Hybrid System Modeling. IEEE Transactions on Industry Applications.
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J.10   Qiao, W., Harley, R. G. and Venayagamoorthy, G. K. (2008): Fault-Tolerant Optimal Neurocontrol for a Static Synchronous Series Compensator Connected to a Power Network. IEEE Transactions on Industry Applications 44.1, 74-84.
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J.11   Park, J. W., Harley, R. G. and Venayagamoorthy, G. K. (2008) Dual Heuristic Programming Based Nonlinear Optimal Control for a Synchronous Generator. Engineering Applications of Artificial Intelligence 21.1, 97-105.
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J.12   Venayagamoorthy, G. K. and Jetti, S. R. (2008): A Dual Function Neuron Based External Controller for a Static Var Compensator. IEEE Transactions on Power Delivery. (Available online on IEEExplore).
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J.13   Ray, S., Venayagamoorthy, G. K. and Watanabe, E. H. (to be published in 2008): A Computational Approach to Optimal Damping Controller Design for a GCSC. IEEE Transactions on Power Delivery.
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J.14   Qiao, W., Harley, R. G. and Venayagamoorthy, G. K. (to be published in 2008): 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.


J.15   Mazumdar, J., Harley, R. G., Lambert, F. and Venayagamoorthy, G. K. (to be published in 2008): System and Method for Determining Harmonic Contributions from Non-Linear Loads. IEEE Transactions on Industry Applications.


J.16   Yare, Y., Venayagamoorthy, G.K., Aliyu, U.O. (to be published in 2008): Optimal Generator Maintenance Scheduling Using a Modified Discrete PSO. IET Proceedings on Generation, Transmission and Distribution


J.17   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.


J.18   Xu, R., Venayagamoorthy, G. K. and Wunsch D. C. (2007): Modeling of Gene Regulatory Networks with Hybrid Differential Evolution and Particle Swarm Optimization. Neural Networks Journal 20.8, 917-927.
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J.19   Qiao, W., Venayagamoorthy, G. K. and Harley, R. G. (2007): Optimal Wide-Area Monitoring and Nonlinear Adaptive Coordinating Neurocontrol of a Power System with Wind Power Integration and Multiple FACTS Devices. Neural Networks. (Available online on Sciencedirect).
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J.20   Qiao, W., Gao, Z., Harley, R. G. and Venayagamoorthy, G. K. (2007): Robust Neuro-Identification of Nonlinear Devices and Systems with Missing Sensor Measurements, Engineering Applications of Artificial Intelligence (available online on Sciencedirect).
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J.21   Liu, W., Sarangapani, J., Venayagamoorthy, G. K., Crow, M. and Cartes, D. (2007): Decentralized Neural Network Based Excitation Control of Large-Scale Power Systems. International Journal of Control, Automation and Systems 5.5, 526-538.


J.22   Liu, W., Venayagamoorthy, G. K., Sarangapani, J., Crow, M. and Cartes, D. (2007): Comparisons of an Adaptive Neural Network Based Controller and an Optimized Conventional Power System Stabilizer. Dynamics of Continuous, Discrete and Impulsive Systems - an International Journal, Series B: Application and Algorithm 14.S1, 494-502.


J.23   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.


J.24   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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J.25   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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J.26   del Valle, Y., Venayagamoorthy G. K., Mohagheghi, S., Hernandez, J. C. and Harley, R. G. (2007): Particle Swarm Optimization: Basic Concepts, Variants and Applications in Power Systems. IEEE Transactions on Evolutionary Computation. (Available online on IEEExplore).
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J.27   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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J.28   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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J.29   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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J.30   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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J.31   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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J.32   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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J.33   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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J.34   Moore, P. W. and Venayagamoorthy, G. K. (2006): Evolving Combinational Logic Circuits Using Particle Swarm, Differential Evolution and Hybrid DEPSO. International Journal of Neural Systems 16.2, 163-177.


J.35   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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J.36   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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J.37   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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J.38   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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J.39   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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J.40   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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J.41   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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J.42   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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J.43   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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J.44   Venayagamoorthy, G. K., Harley, R. G. and Wunsch, D. C. (2003): Implementation of Adaptive Critic Based Neurocontrollers for Turbogenerators in a Multimachine Power System. IEEE Transactions on Neural Networks 14.5, 1047-1064.
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J.45   Liu, W., Venayagamoorthy, G. K. and Wunsch, D. C. (2003): Design of an Adaptive Neural Network Based Power System Stabilizer. Neural Networks 16.5-6, 891-898.
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J.46   Park, J.-W., Harley, R. G. and Venayagamoorthy, G. K. (2003): New Internal Optimal Neurocontrol for a Series FACTS Device in a Power Transmission Line. Neural Networks 16.5-6, 881-890.
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J.47   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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J.48   Venayagamoorthy, G. K. and Harley, R. G. (2002): Two Separate Continually Online-Trained Neurocontrollers for Excitation and Turbine Control of a Turbogenerator. IEEE Transactions on Industry Applications 38.3, 887-893.
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J.49   Venayagamoorthy, G. K., Harley, R. G. and Wunsch D. C. (2002): Comparison of Heuristic Dynamic Programming and Dual Heuristic Programming Adaptive Critics for Neurocontrol of a Turbogenerator. IEEE Transactions on Neural Networks 13.3, 764 -773.
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J.50   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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J.51   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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J.52   Onogu, M. I. and Venayagamoorthy, G. K. (appears as Kumar VG) (1996): EPROM Programming. Technical Transactions of the Nigerian Society of Engineers 31.1, 63-70.