Ganesh K. Venayagamoorthy
Orcid: 0000-0003-3154-8119Affiliations:
- Clemson University
- Missouri University of Science and Technology, Rolla, MO, USA
According to our database1,
Ganesh K. Venayagamoorthy
authored at least 208 papers
between 1999 and 2024.
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Bibliography
2024
Functional Situational Awareness for Reliable and Efficient Operation of Hybrid Electric Vehicle Power Systems.
IEEE Access, 2024
2023
IEEE Access, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023
Modern Control Center Operational Situational Awareness Considering Electromechanical Oscillations.
Proceedings of the IEEE AFRICON 2023, Nairobi, Kenya, September 20-22, 2023, 2023
2022
Resilient and Sustainable Tie-Line Bias Control for a Power System in Uncertain Environments.
IEEE Trans. Emerg. Top. Comput. Intell., 2022
Identification of Substation Configurations in Modern Power Systems using Artificial Intelligence.
CoRR, 2022
Distributed Demand Response Management for a Virtually Connected Community With Solar Power.
IEEE Access, 2022
A Virtual Synchrophasor Network for Power System Resiliency Under Concurrent DoS Attacks.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
2021
2020
Development of an IoT-Driven Building Environment for Prediction of Electric Energy Consumption.
IEEE Internet Things J., 2020
Edge Computing and Adaptive Fault-Tolerant Tracking Control Algorithm for Smart Buildings: A Case Study.
Cybern. Syst., 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Situational Awareness of Power System Stabilizers' Performance in Energy Control Centers.
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Adaptive Fault-Tolerant Tracking Control Algorithm for IoT Systems: Smart Building Case Study.
Proceedings of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019), 2019
Cellular Computational Networks for Distributed Prediction of Active Power Flow in Power Systems under Contingency.
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019
Proceedings of the 2019 IEEE PES Innovative Smart Grid Technologies Europe, 2019
Cellular Computational Network for Distributed Power Flow Inferencing in Electric Distribution Systems.
Proceedings of the International Joint Conference on Neural Networks, 2019
2018
IEEE Internet Things J., 2018
Comparison of Learning Cellular Computational Networks with EKF and CPSO for Multi-Location Wind Speed Prediction.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
CI-based Analytics for Photovoltaic Power Predictions and Tie-line Bias Control in Smart Grid.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2018
Proceedings of the 2018 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2018
2017
IEEE Trans. Emerg. Top. Comput. Intell., 2017
Cellular computational generalized neuron network for frequency situational intelligence in a multi-machine power system.
Neural Networks, 2017
A hybrid method for power system state estimation using Cellular Computational Network.
Eng. Appl. Artif. Intell., 2017
Optimized automatic generation control in a multi-area power system with particle swarm optimization.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Pattern recognition for electric energy consumption prediction in a laboratory environment.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017
Situational awareness in an electric utility's control center of its generators' damping capabilities.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017
Cellular computational generalized neuron network with cooperative PSO for power systems.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Cellular computational extreme learning machine network based frequency predictions in a power system.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017
Proceedings of the 2017 IEEE Congress on Evolutionary Computation, 2017
2016
IEEE Trans. Neural Networks Learn. Syst., 2016
Guest Editorial Special Issue on "Neural Networks and Learning Systems Applications in Smart Grid".
IEEE Trans. Neural Networks Learn. Syst., 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
A lite cellular generalized neuron network for frequency prediction of synchronous generators in a multimachine power system.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
Reservoir based learning network for control of two-area power system with variable renewable generation.
Neurocomputing, 2015
Frequency Prediction of Synchronous Generators in a Multi-Machine Power System with a Photovoltaic Plant Using a Cellular Computational Network.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 10th International Conference on Malicious and Unwanted Software, 2015
Comparison of Adaptive Neuro-Fuzzy Inference Systems and Echo State Networks for PV Power Prediction.
Proceedings of the INNS Conference on Big Data 2015, 2015
Adaptive-critic-based control of a synchronous generator in a power system using biologically inspired artificial neural networks.
Proceedings of the 2015 International Joint Conference on Neural Networks, 2015
Proceedings of the 10th Annual Cyber and Information Security Research Conference, 2015
2014
Cellular computational networks - A scalable architecture for learning the dynamics of large networked systems.
Neural Networks, 2014
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014
Online oscillation monitoring of synchronous generators using Parallel-Prony analysis.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014
Optimal fuzzy logic based coordination controller for improved transient stability of a smart grid.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Comparison of echo state network and extreme learning machine for PV power prediction.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2014
2013
Guest Editorial Special Section on Computational Intelligence Applications in Smart Grid.
IEEE Trans. Smart Grid, 2013
Intelligent Local Area Signals Based Damping of Power System Oscillations Using Virtual Generators and Approximate Dynamic Programming.
IEEE Trans. Smart Grid, 2013
Role of Proactive Behaviour Enabled by Advanced Computational Intelligence and ICT in Smart Energy Grids.
Proceedings of the SMARTGREENS 2013, 2013
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
The IEEE Computer Society Smart Grid Vision Project opens opportunites for computational intelligence.
Proceedings of the 2013 IEEE Conference on Evolving and Adaptive Intelligent Systems, 2013
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013
CNN based power system transient stability margin and voltage stability index prediction.
Proceedings of the IEEE Symposium on Computational Intelligence Applications in Smart Grid, 2013
Proceedings of the Advances in Heuristic Signal Processing and Applications, 2013
2012
Wide-Area Measurement Based Dynamic Stochastic Optimal Power Flow Control for Smart Grids With High Variability and Uncertainty.
IEEE Trans. Smart Grid, 2012
IEEE Trans. Neural Networks Learn. Syst., 2012
AIS-Based Coordinated and Adaptive Control of Generator Excitation Systems for an Electric Ship.
IEEE Trans. Ind. Electron., 2012
Resource Scheduling Under Uncertainty in a Smart Grid With Renewables and Plug-in Vehicles.
IEEE Syst. J., 2012
Reservoir-computing-based, biologically-inspired artificial neural network for modeling of a single machine infinite bus power system.
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
IEEE Trans. Syst. Man Cybern. Part C, 2011
IEEE Trans. Ind. Electron., 2011
IEEE Commun. Surv. Tutorials, 2011
IEEE Comput. Intell. Mag., 2011
Characterization and modeling of a grid-connected photovoltaic system using a Recurrent Neural Network.
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the 2011 International Joint Conference on Neural Networks, 2011
Proceedings of the Adaptive and Natural Computing Algorithms, 2011
Optimal location and sizing of energy storage modules for a smart electric ship power system.
Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011
Comparison of TDNN and RNN performances for neuro-identification on small to medium-sized power systems.
Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011
Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011
Proceedings of the IEEE Symposium on Computational Intelligence Applications In Smart Grid, 2011
2010
IEEE Trans. Syst. Man Cybern. Part C, 2010
Efficient Utilization of Renewable Energy Sources by Gridable Vehicles in Cyber-Physical Energy Systems.
IEEE Syst. J., 2010
Quantum inspired PSO for the optimization of simultaneous recurrent neural networks as MIMO learning systems.
Neural Networks, 2010
Eng. Appl. Artif. Intell., 2010
Eng. Appl. Artif. Intell., 2010
Eng. Appl. Artif. Intell., 2010
Dynamic system eigenvalue extraction using a linear echo state network for small-signal stability analysis - a novel application.
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the International Joint Conference on Neural Networks, 2010
Proceedings of the Annual Meeting of the IEEE Industry Applications Society, 2010
Proceedings of the Annual Meeting of the IEEE Industry Applications Society, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Effects of spectral radius and settling time in the performance of echo state networks.
Neural Networks, 2009
Comparison of a spiking neural network and an MLP for robust identification of generator dynamics in a multimachine power system.
Neural Networks, 2009
Collective robotic search using hybrid techniques: Fuzzy logic and swarm intelligence inspired by nature.
Eng. Appl. Artif. Intell., 2009
Eng. Appl. Artif. Intell., 2009
IEEE Comput. Intell. Mag., 2009
IEEE Comput. Intell. Mag., 2009
Proceedings of the 4th IEEE International Conference on System of Systems Engineering, 2009
Proceedings of the IEEE International Conference on Systems, 2009
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009
Proceedings of the 12th International IEEE Conference on Intelligent Transportation Systems, 2009
Comparison of feedforward and feedback neural network architectures for short term wind speed prediction.
Proceedings of the International Joint Conference on Neural Networks, 2009
A PSO with quantum infusion algorithm for training Simultaneous Recurrent Neural Networks.
Proceedings of the International Joint Conference on Neural Networks, 2009
Neural network based secure media access control protocol for wireless sensor networks.
Proceedings of the International Joint Conference on Neural Networks, 2009
Online identification of generator dynamics in a multimachine power system with a spiking neural network.
Proceedings of the International Joint Conference on Neural Networks, 2009
Effects of learning rate on the performance of the population based incremental learning algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2009
Harmonic identification using an Echo State Network for adaptive control of an active filter in an electric ship.
Proceedings of the International Joint Conference on Neural Networks, 2009
Proceedings of the International Joint Conference on Neural Networks, 2009
Implementation of an Intelligent Reconfiguration Algorithm for an Electric Ship Power System.
Proceedings of the Annual Meeting of the IEEE Industry Applications Society, 2009
A Real-Time Implementation of a PBIL Based Stabilizing Controller for Synchronous Generator.
Proceedings of the Annual Meeting of the IEEE Industry Applications Society, 2009
Generalized neuron based secure media access control protocol for wireless sensor networks.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2009
Tutorial CICA-T Computing with intelligence for identification and control of nonlinear systems.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Control and Automation, 2009
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in Control and Automation, 2009
Particle Swarm Optimization: A Hardware Implementation.
Proceedings of the 2009 International Conference on Computer Design, 2009
2008
Comparison of Adaptive Critic-Based and Classical Wide-Area Controllers for Power Systems.
IEEE Trans. Syst. Man Cybern. Part B, 2008
Fault-Tolerant Indirect Adaptive Neurocontrol for a Static Synchronous Series Compensator in a Power Network With Missing Sensor Measurements.
IEEE Trans. Neural Networks, 2008
IEEE Trans. Fuzzy Syst., 2008
Particle Swarm Optimization: Basic Concepts, Variants and Applications in Power Systems.
IEEE Trans. Evol. Comput., 2008
Optimal wide-area monitoring and nonlinear adaptive coordinating neurocontrol of a power system with wind power integration and multiple FACTS devices.
Neural Networks, 2008
Robust neuro-identification of nonlinear plants in electric power systems with missing sensor measurements.
Eng. Appl. Artif. Intell., 2008
Dual heuristic programming based nonlinear optimal control for a synchronous generator.
Eng. Appl. Artif. Intell., 2008
Recognition of facial expressions using Gabor wavelets and learning vector quantization.
Eng. Appl. Artif. Intell., 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Economic load dispatch using bacterial foraging technique with particle swarm optimization biased evolution.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Implementation of neuroidentifiers trained by PSO on a PLC platform for a multimachine power system.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Empirical study of a hybrid algorithm based on Clonal Selection and Small Population Based PSO.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Optimal SVM switching for a multilevel multi-phase machine using modified discrete PSO.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Swarm intelligence and evolutionary approaches for reactive power and voltage control.
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
Proceedings of the 2008 IEEE Swarm Intelligence Symposium, 2008
MIMO beam-forming with neural network channel prediction trained by a novel PSO-EA-DEPSO algorithm.
Proceedings of the International Joint Conference on Neural Networks, 2008
Hardware Implementation of an AIS-Based Optimal Excitation Controller for an Electric Ship.
Proceedings of the Industry Applications Society Annual Meeting, 2008
Real-Time Implementation of Intelligent Modeling and Control Techniques on a PLC Platform.
Proceedings of the Industry Applications Society Annual Meeting, 2008
Real Time Implementation of an Artificial Immune System Based Controller for a DSTATCOM in an Electric Ship Power System.
Proceedings of the Industry Applications Society Annual Meeting, 2008
Proceedings of the Industry Applications Society Annual Meeting, 2008
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Proceedings of the NASA/ESA Conference on Adaptive Hardware and Systems, 2008
Proceedings of the 2008 IEEE International Symposium on Intelligent Control, 2008
2007
A Proportional-Integrator Type Adaptive Critic Design-Based Neurocontroller for a Static Compensator in a Multimachine Power System.
IEEE Trans. Ind. Electron., 2007
Modeling of gene regulatory networks with hybrid differential evolution and particle swarm optimization.
Neural Networks, 2007
Online design of an echo state network based wide area monitor for a multimachine power system.
Neural Networks, 2007
Time series prediction with recurrent neural networks trained by a hybrid PSO-EA algorithm.
Neurocomputing, 2007
Binary Particle Swarm Optimization Based Defensive Islanding Of Large Scale Power Systems.
Int. J. Comput. Sci. Appl., 2007
Eng. Appl. Artif. Intell., 2007
Combined Training of Recurrent Neural Networks with Particle Swarm Optimization and Backpropagation Algorithms for Impedance Identification.
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007
Proceedings of the 2007 IEEE Swarm Intelligence Symposium, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
DHP-Based Wide-Area Coordinating Control of a Power System with a Large Wind Farm and Multiple FACTS Devices.
Proceedings of the International Joint Conference on Neural Networks, 2007
Parameter Optimization of PSS Based on Estimated Hessian Matrix from Trajectory Sensitivities.
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the First IEEE Symposium on Artificial Life, 2007
Proceedings of the Conference Record of the 2007 IEEE Industry Applications Conference Forty-Second IAS Annual Meeting, 2007
Change in Voltage Distortion Predictions at the PCC Due to Changing Nonlinear Load Current Profile Using Plant Startup Data.
Proceedings of the Conference Record of the 2007 IEEE Industry Applications Conference Forty-Second IAS Annual Meeting, 2007
Management of an intelligent argumentation network for a web-based collaborative engineering design environment.
Proceedings of the 2007 International Symposium on Collaborative Technologies and Systems, 2007
Application of Neural Networks for Data Modeling of Power Systems with Time Varying Nonlinear Loads.
Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2007
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Optimal Control of Class of Non-linear Plants Using Artificial Immune Systems: Application of the Clonal Selection Algorithm.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007
Comparisons Of An Adaptive Neural Network Based Controller And An Optimized Conventional Power System Stabilizer.
Proceedings of the IEEE International Conference on Control Applications, 2007
2006
Evolving Digital Circuits Using Hybrid Particle Swarm Optimization and Differential Evolution.
Int. J. Neural Syst., 2006
Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Design of Optimal PI Controllers for Doubly Fed Induction Generators Driven by Wind Turbines Using Particle Swarm Optimization.
Proceedings of the International Joint Conference on Neural Networks, 2006
Recurrent Neural Network Based Predictions of Elephant Migration in a South African Game Reserve.
Proceedings of the International Joint Conference on Neural Networks, 2006
An Interval Type-II Robust Fuzzy Logic Controller for a Static Compensator in a Multimachine Power System.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Optimal Design of SVC Damping Controllers with Wide Area Measurements Using Small Population based PSO.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the 9th International Conference on Information Fusion, 2006
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
MLP/RBF neural-networks-based online global model identification of synchronous generator.
IEEE Trans. Ind. Electron., 2005
Decentralized optimal neuro-controllers for generation and transmission devices in an electric power network.
Eng. Appl. Artif. Intell., 2005
Neural networks based non-uniform scalar quantizer design with particle swarm optimization.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
A comparison of PSO and backpropagation for training RBF neural networks for identification of a power system with STATCOM.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
Improving the performance of particle swarm optimization using adaptive critics designs.
Proceedings of the 2005 IEEE Swarm Intelligence Symposium, 2005
Evolving Combinational Logic Circuits Using a Hybrid Quantum Evolution and Particle Swarm Inspired Algorithm.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005
2004
Indirect adaptive control for synchronous Generator: comparison of MLP/RBF neural networks approach with Lyapunov stability analysis.
IEEE Trans. Neural Networks, 2004
Proceedings of the 2004 IEEE Computer Society Annual Symposium on VLSI (ISVLSI 2004), 2004
Swarm Intelligence for Digital Circuits Implementation on Field Programmable Gate Arrays Platforms.
Proceedings of the 6th NASA / DoD Workshop on Evolvable Hardware (EH 2004), 2004
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
Proceedings of the Intelligent Control, 2004
2003
Implementation of adaptive critic-based neurocontrollers for turbogenerators in a multimachine power system.
IEEE Trans. Neural Networks, 2003
New internal optimal neurocontrol for a series FACTS device in a power transmission line.
Neural Networks, 2003
Neural Networks, 2003
Comparison of particle swarm optimization and backpropagation as training algorithms for neural networks.
Proceedings of the 2003 IEEE Swarm Intelligence Symposium, 2003
An industrial food processing plant automation using a hybrid of PI and fuzzy logic control.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
2002
Comparison of heuristic dynamic programming and dual heuristic programming adaptive critics for neurocontrol of a turbogenerator.
IEEE Trans. Neural Networks, 2002
2000
Comparison of Text-Dependent Speaker Identification Methods for Short Distance Telephone Lines Using Artificial Neural Networks.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Comparison of a Heuristic Dynamic Programming and a Dual Heuristic Programming Based Adaptive Critics Neurocontroller for a Turbogenerator.
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
1999
Experimental studies with a continually online trained artificial neural network controller for a turbogenerator.
Proceedings of the International Joint Conference Neural Networks, 1999