Publications (by year)

2025

P-89. N. V. Chatzipapas, Y. L. Karnavas, Adaptive microprocessor-based Interval Type-2 fuzzy logic control for DC micro-motor considering hardware limitations, submitted to international scientific journal, under review. 

P-88. E. Nivolianiti, Y. L. Karnavas, G. Chatziaslanoglou, Techno-Economic and Life Cycle Cost Analysis for Hybrid Short-Sea Passenger Vessels based on Optimization of Different Energy Storage Configurations and Management, Energy Conversion & Management, vol. 343, 2025, 120148, (https://doi.org/10.1016/j.enconman.2025.120148).

P-87. E. Nivolianiti, Y. L. Karnavas, F. Becker, Y. Belkhier, J.-F. Charpentier, Hybrid AC Shipboard Microgrid Time Delayed LFC and AVR Controllers Tuning through Gazelle Optimization Algorithm and Real-Time HIL Implementation, IEEE Journal of Oceanic Engineering, accepted, to be published (https://doi.org/10.1109/JOE.2025.3576522).

P-86. E. Nivolianiti, Y. L. Karnavas, A Comparative Evaluation of Energy Management Strategies in Hybrid Fuel Cell Passenger Vessels, in Innovations in Power Systems and Applications, Mahmut Turhan, ed. Hershey, PA: IGI Global, 2025, ch.11. [online]. Available: https://doi.org/10.4018/979-8-3693-7663-8.ch011.

2024

P-85. E. Nivolianiti, Y. L. Karnavas, Effective Energy Management Strategies Evaluation for Small Hybrid Fuel Cell Powered Vessels, in Proceedings of the IEEE 5th International Conference on Communications, Information, Electronic and Energy Systems (CIEES 2024), Veliko Tarnovo, Bulgaria, Nov. 20-22, 2024, pp. 1-6 (doi: https://doi.org/10.1109/CIEES62939.2024.10811164).

P-84. E. Nivolianiti, Y. L. Karnavas, J.-F. Charpentier, Fuzzy Logic based Energy Management Strategy for Hybrid Fuel Cell Electric Ship Power and Propulsion System, Journal of Marine Science and Engineering, in Special Issue: New Advances on Energy and Propulsion Systems for Ship—Edition II, 2024, vol. 12, no. 10, 1813, (doi: https://doi.org/10.3390/jmse12101813).

2023

P-83. D. A. Moysidis, G. D. Karatzinis, Y. S. Boutalis, Y. L. Karnavas, A Study of the Noise Effect in Detection and Diagnosis of Bearing Faults in Electrical Machines Considering Different Representative Feature Models, Machines, in Special Issue: Condition Monitoring and Fault Diagnosis of Induction Motors, 2023, vol. 11, no. 11, 1029 (doi: https://doi.org/10.3390/machines11111029). 

P-82. E. Nivolianiti, Y. L. Karnavas, J.-F. Charpentier, Energy Management of Shipboard Microgrids Integrating Energy Storage Systems - A Review, Renewable and Sustainable Energy Reviews, 2023, vol. 189, 114012, (doi: https://doi.org/10.1016/j.rser.2023.114012).

P-81. Y. L. Karnavas, E. Nivolianiti, Harris Hawks Optimization Algorithm for Load Frequency Control of Isolated Multi-Source Power Generating Systems, International Journal of Emerging Electric Power Systems, , 2023, (doi: https://doi.org/10.1515/ijeeps-2023-0035).

P-80. Y. L. Karnavas, E. Nivolianiti, Optimal Load Frequency Control of a Hybrid Electric Shipboard Microgrid using Jellyfish Search Optimization Algorithm, Applied Sciences, 2023, vol. 13, no. 10, 6128, (doi: https://doi.org/10.3390/app13106128).

P-79. C. A. Remli, C. Guerroudj, J.-F. Charpentier, T. Kendjouh, N. Bracikowski, Y. L. Karnavas, Control of an Outer Rotor Doubly Salient Permanent Magnet Generator for Fixed Pitch KW Range Wind Turbine using Overspeed Flux Weakening, Actuators 2023, vol. 12, no. 4, 168. (doi: https://doi.org/10.3390/act12040168).

2022

P-78. Y. L. Karnavas, E. Nivolianiti, Load Frequency Control in Multi-Source Power Generation Systems using Harris Hawks Optimization Algorithm, in Proceedings of the International Conference on Communications, Information, Electronic and Energy Systems (CIEES 2022), Veliko Tarnovo, Bulgaria, Nov. 24-26, 2022, paper ID 086, pp. 1-6. (doi: https://doi.org/10.1109/CIEES55704.2022.9990646).

P-77. Y. L. Karnavas, N. V. Chatzipapas, Interval Type-2 Fuzzy Logic Controller Development for Coreless DC Micromotor Speed Control Applications, in Proceedings of 4th International Conference on Communication, Computing and Electronics Systems (ICCCES - 2022), Coimbatore, India, Sept. 15-16, 2022, paper id 058, pp. 741-752.

P-76. V. Linardos, M. Drakaki, P. Tzionas, Y. L. Karnavas, Machine Learning in Disaster Management: Recent Developments in Methods and Applications, Machine Learning & Knowledge Extraction, 2022, vol. 4, no. 2, pp. 446-473, (doi: https://doi.org/10.3390/make4020020).

P-75. I. D. Chasiotis, Y. L. Karnavas, F. Scuiller, Effect of Rotor Bars Shape on the Single-Phase Induction Motors Performance: An Analysis Toward their Efficiency Improvement, Energies, in Special Issue: Advances and Trends in Electrical Machine Design, Operation and Control, 2022, 15(7), 717, (doi: https://doi.org/10.3390/en15030717).

P-74. M. Drakaki, Y. L. Karnavas, I. A. Tziafettas, V. Linardos, P. Tzionas, Machine Learning And Deep Learning Based Methods Toward Industry 4.0 Predictive Maintenance In Induction Motors: Α State of the Art Survey, Journal of Industrial Engineering and Management, in Special issue: Smart manufacturing for sustainability: Trends and research challenges, 2022, vol. 15, no. 1, pp. 31-57. (doi: https://doi.org/10.3926/jiem.3597).

2021

P-73.  G. Karatzinis, Y. S. Boutalis, Y. L. Karnavas, An Accurate Multiple Cognitive Classifier System for Incipient Short-Circuit Fault Detection in Induction Generators, Electrical Engineering, 2021, (doi: 10.1007/s00202-021-01445-9).

P-72. C. Guerroudj, J.-F. Charpentier, R. Saou, Y. L. Karnavas, N. Bracikowski, M.E.H. Zaïm, Coil Number Impact on Performance of 4-phase Low Speed Toothed Doubly Salient Permanent Magnet Motors, Machines, in Special Issue: Synchronous Reluctance Motor-Drive Advancements, 2021, 9(7), 137, (doi: 10.3390/machines9070137).

P-71.  Y. L. Karnavas, S. Plakias, I. D. Chasiotis, A Multi-Scale Deep Learning Attention-based Feature Method for Rolling Elements Bearing Fault Detection in Industrial Motor Drives, in Proceedings of the 10th International Conference on Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, July 5-7, 2021, pp. 1-4.

P-70.  C. Guerroudj, Y. L. Karnavas, J.-F. Charpentier, I. D. Chasiotis, L. Bekhouche, R. Saou, M.E.-H. Zaïm, Design Optimization of Outer Rotor toothed Doubly Salient Permanent Magnet Generator Design using Symbiotic Organisms Search Algorithm, Energies, in Special Issue: Electrical Machine Design for Emerging Technologies, 2021, 14(8), 2055. (doi: 10.3390/en14082055).

P-69.  Y. L. Karnavas, S. Plakias, I. D. Chasiotis, Extracting Spatially Global and Local Attentive Features for Rolling Bearing Fault Diagnosis in Electrical Machines using Attention Stream Networks, IET Electric Power Applications, in Special Issue: Advances in Fault Diagnostics and Post-Fault Operation of Electrical Drives, 2021, vol. 15, no. 7, pp. 903-915. (doi: 10.1049/elp2.12063).

P-68.  C. T. Alexakos, Y. L. Karnavas, M. Drakaki, I. A. Tziafettas, A Combined Short Time Fourier Transform and Image Classification Transformer Model for Rolling Element Bearings Fault Diagnosis in Electric Motors, Machine Learning & Knowledge Extraction, 2021, vol. 3, no. 1, pp. 228-242. (doi: 10.3390/make3010011).

P-67.  M. Drakaki, Y. L. Karnavas, P. Tzionas, I. D. Chasiotis, Recent Developments towards Industry 4.0 Oriented Predictive Maintenance in Induction Motors, Procedia Computer Science, 2021, vol. 180, pp. 943-949. (doi: 10.1016/j.procs.2021.01.345).

2020

P-66.  M. Drakaki, Y. L. Karnavas, P. Tzionas, I. D. Chasiotis, Recent Developments Towards Industry 4.0 Oriented Predictive Maintenance in Induction Motors, in Proceedings of the International Conference on Industry 4.0 and Smart Manufacturing (ISM), Hagenberg, Austria, Nov. 23-25, 2020.

P-65.  Y. L. Karnavas, I. D. Chasiotis, M. C. Pechlivanidou, E. K. Karamanis, A. G. Kladas, Azimuth Thruster PMSM Optimization using Symbiotic Organisms Search Algorithm, in Proceedings of 24th International Conference on Electrical Machines (ICEM), Gothenburg, Sweden, Aug. 23-26, 2020, pp. 2231-2237.

P-64.  Y. L. Karnavas, I. D. Chasiotis, M. Drakaki, I. A. Tziafettas, Recent Advances of Neural Network based Methods in Induction Motor Fault Diagnosis, in Proceedings of 24th International Conference on Electrical Machines (ICEM), Gothenburg, Sweden, Aug. 23-26, 2020, pp. 1411-1417.

P-63.   I. D. Chasiotis, Y. L. Karnavas, On the Design and Manufacturing of Small Single Phase Induction Motors toward Super Premium Efficiency Standards, in Proceedings of 24th International Conference on Electrical Machines (ICEM), Gothenburg, Sweden, Aug. 23-26, 2020, pp. 2321-2327.

P-62.  Y. L. Karnavas, Application of Recent Nature-Inspired Meta-Heuristic Optimization Techniques to Small Permanent Magnet DC Motor Parameters Identification Problem, IET - Journal of Engineering, 2020, vol. 2020, no. 10, pp. 877-888. (doi: 10.1049/joe.2019.1045).

P-61.  I. D. Chasiotis, Y. L. Karnavas, A Novel Design Methodology for the Compliance of Single Phase Induction Motors with Recent Industrial Premium Efficiency Standards, Engineering Reports, 2020, vol. 2, no. 11, e12265, (doi: 10.1002/eng2.12265).

P-60.   I. D. Chasiotis, Y. L. Karnavas, Investigation on single phase induction motor efficiency and starting capability enhancement by incorporating magnesium alloys rotors, International Journal for Scientific Research: Machines, Technologies, Materials, 2020, vol. 14, no. 1, pp. 16-19.

P-59.   M. Drakaki, Y. L. Karnavas, A. D. Karlis, I. D. Chasiotis, P. Tzionas, Study on Fault Diagnosis of Broken Rotor Bars in Squirrel Cage Induction Motors: A Multi-Agent System Approach using Intelligent Classifiers, IET Electric Power Applications, 2020, vol. 4, no. 2, pp. 245-255. (doi: 10.1049/iet-epa.2019.0619).

P-58.  I. D. Chasiotis, Y. L. Karnavas, Investigation on Single Phase Induction Motor Efficiency and Starting Capability Enhancement by Incorporating Magnesium Alloys Rotors, in Proceedings of the XIII International Conference for Young Researchers "Technical Sciences, Industrial Management" (TSIM), Borovets, Bulgaria, Mar. 11-14, 2020, pp. 1-4.

2019

P-57.  Y. L. Karnavas, A. S. Topalides, M. Drakaki, Development and Implementation of a Low Cost μC Based Brushless DC Motor Sensorless Controller: A Practical Analysis of Hardware and Software Aspects, Electronics, (Feature Paper), 2019, vol. 8, no. 12, article no. 1456. (doi: 10.3390/electronics8121456).

P-56.  M. C. Pechlivanidou, I. D. Chasiotis, Y. L. Karnavas, A Comparative Study on 2D and 3D Magnetic Field Analysis of Permanent Magnet Synchronous Motor using FEM Simulations, Journal of Electromagnetic Waves and Applications, 2019, vol. 33, no. 17, pp. 2215-2241. (doi: 10.1080/09205071.2019.1674190).

P-55.  I. D. Chasiotis, Y. L. Karnavas, A Generic Multi-Criteria Design Approach towards High Power Density and Fault Tolerant Low Speed PMSM for pod Applications, IEEE Transactions on Transportation Electrification, in Special Issue: Electric Machine Design and Numerical Optimization, 2019, vol. 5, no. 2, pp. 356-370. (doi: 10.1109/TTE.2019.2894995).

P-54.  Y. L. Karnavas, T. P. Paschaloglou, S. G. Mouroutsos, I. D. Chasiotis, M. Drakaki, Y. S. Boutalis, Application of Salp Swarm Algorithm for DC Motor Parameter Estimation in an Industry 4.0 Control Systems IoT Framework, in Proceedings of the 12th International Conference on Developments in eSystems Engineering (DeSE), Kazan, Russia, Oct. 7-10, 2019, pp. 778-783.

P-53.  G. Sinodakis, V. Kostopoulos, M. Drakaki, Y. L. Karnavas, P. Tzionas, An RFID-Enabled Automated Storage and Retrieval System via Microcontroller Stepper Motor Control, in Proceedings of the 8th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, May 13-15, 2019, pp. 1-4.

P-52.  Y. L. Karnavas, I. D. Chasiotis, Designing High Power Density In-Wheel PMSM for Sustainable Hybrid Electric Vehicles, in Proceedings of the IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD), Athens, Greece, Apr. 22-23, 2019, pp. 197-202.

P-51.  I. D. Chasiotis, Y. L. Karnavas, S. Dimadis, A Multi-Criteria Design Method of Line-Start PMSM with Enhanced Start-Up Capability for Gantry Crane Lifting Systems, in Proceedings of the IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD), Athens, Greece, Apr. 22-23, 2019, pp. 9-14.

2018

P-50.  Y. L. Karnavas, E. I. Lygouras, Synchronous Machine Analysis and Modelling in LabVIEW: An Educational Tool for Transient Stability Studies, International Journal of Electrical Engineering Education, Aug. 2018. (doi: 10.1177/0020720918791422).

P-49.  I. D. Chasiotis, Y. L. Karnavas, A Computer Aided Educational Tool for Design, Modeling and Performance Analysis of Brushless DC Motor in Post-graduate Degree Courses, Computer Applications in Engineering Education, in Special Issue: Modeling and Simulation Practices in Engineering Education, July 2018, vol. 26, pp. 749-767. (doi:10.1002/cae.21897).

P-48.  A. Giannakis, A. Karlis, Y. L. Karnavas, A Combined Control Strategy of a DFIG based on a Sensorless Power Control through Modified Phase-Locked Loop and Fuzzy Logic Controllers, Renewable Energy, vol. 121, 2018, pp. 489–501. (doi: 10.1016/j.renene.2018.01.052).

P-47.  G. Karatzinis, Y. S. Boutalis, Y. L. Karnavas, Switching Control of DC Motor Using Multiple Fuzzy Cognitive Network Models, in Proceedings of the 7th International Conference on Systems and Control (ICSC), Valencia, Spain, Oct. 24-26, 2018, pp. 384-390.

P-46.  Y. L. Karnavas, I. D. Chasiotis, D. N. Stravoulellis, A Practical BLDC Motor Design Procedure for Diver Propulsion Vehicle Applications, in Proceedings of 23rd International Conference on Electrical Machines (ICEM), Alexandroupoli, Greece, Sept. 3-6, 2018, pp. 513-519.

P-45.   I. D. Chasiotis, Y. L. Karnavas, A Study on Design and Optimization of High Power Density PMSM for pod Propulsion, in Proceedings of 23rd International Conference on Electrical Machines (ICEM), Alexandroupoli, Greece, Sept. 3-6, 2018, pp. 534-540.

P-44.  Y. L. Karnavas, I. D. Chasiotis, A. D. Gkiokas, An Investigation Study Considering the Effect of Magnet Type, Slot Type and Pole-Arc to Pole-Pitch Ratio Variation on PM Brushless DC Motor Design, in Proceedings of 5th International Conference on Mathematics and Computers in Science and Industry (MCSI), Corfu, Greece, Aug. 25-27, 2018, paper ID: 156, pp. 7-13.

P-43.  G. Karatzinis, Y. S. Boutalis, Y. L. Karnavas, Motor Fault Detection and Diagnosis Using Fuzzy Cognitive Networks with Functional Weights, in Proceedings of the 26th Mediterranean Conference on Control and Automation (MED), Zadar, Croatia, June 19-22, 2018, pp. 709-718. (Best Paper Award Finalist).

P-42.   A. G. Katsioula, Y. L. Karnavas, Y. S. Boutalis, An Enhanced Simulation Model for DC Motor Belt Drive Conveyor System Control, in Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, May 7-9, 2018, pp. 1-4.

P-41.   Y. L. Karnavas, A. Topalidis, M. Drakaki, Development of a Low Cost Brushless DC Motor Sensorless Controller using dsPIC30F4011, in Proceedings of the 7th International Conference on Modern Circuits and Systems Technologies (MOCAST), Thessaloniki, Greece, May 7-9, 2018, pp. 1-4.

2017

P-40.  Y. L. Karnavas, I. D. Chasiotis, Design and Manufacturing of a Single-Phase Induction Motor: A Decision Aid Tool Approach, International Transactions on Electrical Energy Systems, 2017. (doi: 10.1002/etep.2357).

P-39.  Y. L. Karnavas, I. D. Chasiotis, C.D. Korkas, S.K. Amoutzidis, Modelling and Multi-Objective Optimization Analysis of a Permanent Magnet Synchronous Motor Design, International Journal of Numerical Modelling: Electronic Networks, Devices and Fields, 2017. (doi: 10.1002/jnm.2232).

P-38.   Y. L. Karnavas, I. D. Chasiotis, Influence of Soft Magnetic Materials Application to Squirrel Cage Induction Motor Design and Performance, Engineering Journal, vol. 21, no. 1, 2017, pp. 193-206. (doi: 10.4186/ej.2017.21.1.193).

P-37.   Μ. Drakaki, Y. L. Karnavas, I. D. Chasiotis, P. Tzionas, An Intelligent Multi-Agent System Framework for Fault Diagnosis of Squirrel-Cage Induction Motor Broken Bars, in Proceedings of the 38th International Conference on Information Systems Architecture and Technology (ISΑΤ), Szklarska Poreba, Poland, 17-19 Sep., 2017, (Best Paper Award).

P-36.   Y. L. Karnavas, I. D. Chasiotis, A. Vrangas, Fault Diagnosis of Squirrel-Cage Induction Motor Broken Bars based on a Model Identification Method with Subtractive Clustering, in Proceedings of the 11th IEEE International Symposium on Diagnostics for Electric Machines, Power Electronics and Drives (SDEMPED), Tinos, Greece, 29 Aug.-1 Sep., 2017, pp. 304-310.

P-35.   I. D. Chasiotis, Y. L. Karnavas, Design, Optimization and Modelling of High Power Density Direct Drive Wheel Motor for Light Hybrid Electric Vehicles, In Teresa Donateo, ed.: Hybrid Electric Vehicles, pp. 125-150, Intech Open, 2017.

2016

P-34.  Y. L. Karnavas, I. D. Chasiotis, E. L. Peponakis, Permanent Magnet Synchronous Motor Design using Grey Wolf Optimizer Algorithm, International Journal of Electrical & Computer Engineering, vol. 6, no. 3, 2016, pp. 1353-1362. (doi: 10.11591/ijece.v6i3.pp1353-1362).

P-33.  Y. L. Karnavas, I. D. Chasiotis, E. L. Peponakis, Optimization of Standard PMDC Motors used in Automotive Applications for Higher Power Density, in Proceedings of 3rd International Conference on Mathematics and Computers in Sciences and Industry (MCSI), Chania, Crete, Greece, Aug. 27-29, 2016, paper ref. no. 034, pp. 7-13.

P-32.  Y. L. Karnavas, I. D. Chasiotis, E. L. Peponakis, Cooling System Design and Thermal Analysis of an Electric Vehicle’s In-Wheel PMSM, in Proceedings of the 22nd International Conference on Electrical Machines (ICEM), Lausanne, Switzerland, 4-7 Sep., 2016, pp. 1439-1445.

P-31.  Y. L. Karnavas, I. D. Chasiotis, On the Neural Network Single Phase Induction Motor Efficiency Estimation as a Design Tool, in Proceedings of the 22nd International Conference on Electrical Machines (ICEM), Lausanne, Switzerland, 4-7 Sep., 2016, pp. 1942-1948.

P-30.  Y. L. Karnavas, I. D. Chasiotis, PMDC Coreless Micro-Motor Parameters Estimation through Grey Wolf Optimizer, in Proceedings of the 22nd International Conference on Electrical Machines (ICEM), Lausanne, Switzerland, 4-7 Sep., 2016, pp. 865-870.

2015

P-29.  Y. L. Karnavas, I. D. Chasiotis, A Simple Knowledge Base Software Architecture for Industrial Electrical Machine Design: Application to Electric Vehicle's In-Wheel Motor, in Proceedings of the 36th International Conference on Information Systems Architecture and Technology (ISΑΤ), Karpacz, Poland, 20-22 Sep., 2015, cd ref. no. 58.

P-28.  Y. L. Karnavas, I. D. Chasiotis, S. K. Amoutzidis, Design Considerations And Analysis Of In-Wheel Permanent Magnet Synchronous Motors For Electric Vehicle Applications using FEM, in Proceedings of the 17th International Symposium on Electromagnetic Fields in Mechatronics, Electrical and Electronic Engineering (ISEF), Valencia, Spain, 10-12 Sep., 2015, cd ref. no. GR082.

P-27.  Y. L. Karnavas, I. D. Chasiotis, A Computational Efficient Algorithm for the Design of a Line Start Synchronous Motor with Multi-Segment Magnet Rotor, in Proceedings of the IEEE Workshop on Electrical Machines Design, Control and Diagnosis (WEMDCD), Torino, Italy, 26-27 Mar., 2015, cd ref. no. 302.

2014

P-26.  Y. L. Karnavas, Ch. Vacharides, A. D. Karlis, On the Development of an On-Site Induction Motor Efficiency Estimator Framework, in Proceedings of the 9th Mediterranean Conference on Power Generation, Transmission Distribution and Energy Conversion (MEDPOWER), Athens, Hellas, 2-5 November 2014, pp. 1-6.

P-25.  Y. L. Karnavas, Ch. D. Korkas, Optimization Methods Evaluation for the Design of Radial Flux Surface PMSM, in Proceedings of the 21th International Conference on Electrical Machines (ICEM), Berlin, Germany, 2-5 Sep., 2014, Ref. No. 1015, pp. 1342-1349.

2012

P-24.  Y. L. Karnavas, Ch. L. Liagkos, Development of a Practical Low-Cost μC based Brushless DC Motor Controller using Proteus, International Journal of Electronics and Computer Science Engineering, vol.1, no.3, 2012, pp.1-10.

2011

P-23.  Y. L. Karnavas, A. Vairis, Modelling οf Frictional Phenomena Using Neural Networks: Friction Coefficient Estimation, in Proceedings of the 19th IASTED International Conference on Applied Simulation and Modelling (ASM), June 22-24, 2011, Herssonissos, Crete, Hellas.

P-22.  Y. L. Karnavas, J. E. Syllignakis, Modelling And Simulation οf Electric Power Systems For Optimal Distributed Generation Allocation, in Proceedings of the 19th IASTED International Conference on Applied Simulation and Modelling (ASM), June 22-24, 2011, Herssonissos, Crete, Hellas.

2010

P-21.  Y. L. Karnavas, K. S. Dedousis, Overall Performance Evaluation of Evolutionary Designed Conventional AGC Controllers for Interconnected Electric Power System Studies in a Deregulated Market Environment, International Journal of Engineering Science and Technology, in Special issue: Application of Computational Intelligence in Emerging Power Systems, vol. 2, no. 3, 2010, pp. 150-166.

P-20.  Y. L. Karnavas, Electric Machines Excitation Control via Higher Order Neural Networks, in Zhang M., eds.: Artificial Higher Order Neural Networks for Computer Science and Engineering: Tends for Emerging Applications, pp. 366-395, IGI Global 2010.

2009

P-19.  A. Vairis, Y. L. Karnavas, On the Modelling of Frictional Phenomena Using Neural Networks, in Proceedings of the Baltic Tribological Conference (BALTTRIB), Kaunas, Lithuania, Nov. 19-21, 2009.

P-18.   Y. L. Karnavas, A Heuristic Unit Commitment and Economic Dispatch Algorithm for Autonomous Power System Operation with Maintenance Constraints, in Proceedings of the International Conference on Deregulated Electricity Market Issues in South-Eastern Europe (DEMSEE), Belgrad, Serbia, 17-18 Sep., 2009.

P-17.  Y. L. Karnavas, Power System Load Frequency Control Using Combined Intelligent Techniques, in Wang, L.S.L., Hong, T.P., eds.: Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technology, pp. 274-297, IGI Global 2009.

2008

P-16.   A. Ch. Nanakos, N. P. Polyzos, E. C. Tatakis and Y. L. Karnavas, A Grid Connected P/V System with Energy Storage Capability, in Proceedings of the 2nd WSEAS/IASME International Conference on Renewable Energy Sources (RES'08), Corfu, Greece, 26-28 Oct., 2008, pp. 257-262.

P-15.   Y. L. Karnavas, S. Pantos, Performance Evaluation of Neural Networks for μC Based Excitation Control of a Synchronous Generator, in Proceedings of the 18th International Conference on Electrical Machines (ICEM ’08), Vilamura, Portugal, 6-9 Sep., 2008, CD paper Ref. No. 883.

2007

P-14.  Y. L. Karnavas, N. P. Polyzos, Heuristic Based Synchronous Generator Excitation Control For Use In A Deregulated Environment Of Island Power Systems, in Proceedings of the International Conference on Deregulated Electricity Market Issues in South-Eastern Europe (DEMSEE), Istanbul, Turkey, 19-20 Sep., 2007, pp. 169-176.

2006

P-13.   Y. L. Karnavas, The Autonomous Electrical Power System of Crete Island – A Review, International Review of Electrical Engineering, vol. 1, no. 4, Sep.-Oct. 2006, pp. 567-574.

P-12.  Y. L. Karnavas, N. P. Polyzos, D. P. Papadopoulos, On the Design of a Remote Intelligent Excitation Controller for a Synchronous Generator, in Proceedings of the 17th International Conference on Electrical Machines (ICEM), Chania, Crete, Greece, 2-5 Sep. 2006, Cd Ref. No: 437.

P-11.   Y. L. Karnavas, On the Optimal Load Frequency Control of an Interconnected Hydro Electric Power System Using Genetic Algorithms, in Proceedings of the 6th IASTED International Conference on European Power and Energy Systems (EuroPES), Rhodes, Greece, 26-28 June. 2006, Cd Ref. No 521-099.

P-10.   Y. L. Karnavas, N. P. Polyzos, K. Tarchanides, J. Kakkalis, Ch. Chadgiadreoglou, Design of a Complete Practical System for the Synchronous Generator Excitation Control, for Remote Operation of Electric Power Generation Systems, in Proceedings of the Hellenic Chamber of Greece Workshop: Power Electronics, Electric Motion Systems and Industrial Applications, 5-6 Apr. 2006, Athens, Hellas, Cd Ref. No. E2.

P-09 . N.P. Polyzos, Y. L. Karnavas, N. Shalekis, Design and Development of a Low-Cost DC Motor Speed Control System Using Microcontroller, as an Educational Tool, in Proceedings of the Hellenic Chamber of Greece Workshop: Power Electronics, Electric Motion Systems and Industrial Applications, 5-6 Apr. 2006, Athens, Hellas, Cd Ref. No. H3.

2005

P-08.  Y. L. Karnavas, On the Optimal Control of Interconnected Electric Power Systems in a Re-Structured Environment Using Genetic Algorithms, WSEAS Transactions on Systems, vol. 4, no. 8, Aug. 2005, pp. 1248-1258.

P-07.  Y. L. Karnavas, AGC Tuning of an Interconnected Power System after Deregulation Using Genetic Algorithms, in Proceedings of the 5th WSEAS International Conference on Power Systems and Electromagnetic Compatibility (PSE), Corfu, Greece, 23-25 Aug. 2005, Cd Ref. No: 453, pp. 218-223.

2004

P-06.   Y. L. Karnavas, D. P. Papadopoulos, Excitation Control of a Synchronous Machine using Polynomial Neural Networks, Journal of  Electrical Engineering, vol. 55, no. 7-8, 2004, pp. 169-179.

2003

P-05.   Y. L. Karnavas, D. P. Papadopoulos, Power Generation Control of a Wind-Diesel System using Fuzzy Logic and Pi-Sigma Networks, in Proceedings of the 12th International Conference on Intelligent Systems Applications to Power Systems (ISAP), Lemnos, Greece, 31 Aug.-3 Sep. 2003, Cd Ref. No: 078.

2002

P-04.   Y. L. Karnavas, D. P. Papadopoulos, AGC for Autonomous Power Station using combined Intelligent Techniques, Electric Power Systems Research, vol. 62, July 2002, pp. 225-239. (doi: 10.1016/s0378-7796(02)00082-2).

P-03.   Y. L. Karnavas, D. P. Papadopoulos, A Genetic-Fuzzy System for the Excitation Control of a Synchronous Machine, in Proceedings of the 15th International Conference on Electrical Machines (ICEM), Bruges, Belgium, 26-28 Aug. 2002, Cd Ref. No: 204.

2000

P-02.  Y. L. Karnavas, D. P. Papadopoulos, Excitation Control of a Power Generating System based on Fuzzy Logic and Neural Networks, European Transactions on Electrical Power, vol. 10, no 4, July-August 2000, pp. 233-241. (doi: 10.1002/etep.4450100406).

1999

P-01.  Y. L. Karnavas, D. P. Papadopoulos, Maintenance Oriented Algorithm for Economic Operation of an Autonomous Diesel-Electric Station, Electric Power Systems Research, vol. 51, no. 2, Aug. 1999, pp. 109-122. (doi: 10.1016/S0378-7796(98)00138-2).