The faculty and the students in the department are encouraged to publish their research contributions in peer reviewed journals and utilize their expertise to apply for funding organizations to increase their research focus and as well to contribute to the society. Details of research publications made by the faculty members of the department in their area of expertise are as follows:
Sivanandam, S. N., & Deepa, S. N. (2007). Introduction to genetic algorithms. Springer Science & Business Media.
Sivanandam, S. N., Sumathi, S., & Deepa, S. N. (2007). Introduction to fuzzy logic using MATLAB (Vol. 1). Berlin: Springer.
Deepa, S. N., S. Sumathi, and S. N. Sivanandam. "Introduction to Neural Networks Using Matlab 6.0." (2006).
Deepa, S. N. "Principles of Soft Computing." Wiley, ISBN 10 (2007): 81-265.
Sivanandam, S. N., and S. N. Deepa. "Genetic algorithm optimization problems." Introduction to Genetic Algorithms. Springer Berlin Heidelberg, 2008. 165-209.
Sheela, K. Gnana, and S. N. Deepa. "Neural network based hybrid computing model for wind speed prediction." Neurocomputing 122 (2013): 425-429.
Deepa, S. N., and G. Sugumaran. "Model order formulation of a multivariable discrete system using a modified particle swarm optimization approach." Swarm and Evolutionary Computation 1.4 (2011): 204-212.
Sivanandam, S. N., and S. N. Deepa. "Control System Engineering using MATLAB." (2007).
Nachimuthu, Deepa Subramaniam, and Arunadevi Baladhandapani. "Multidimensional Texture Characterization: On Analysis for Brain Tumuor Tissues Using MRS and MRI." Journal of digital imaging 27.4 (2014): 496-506.
Sheela, K. Gnana, and S. N. Deepa. "Performance analysis of modeling framework for prediction in wind farms employing artificial neural networks." Soft Computing 18.3 (2014): 607-615.
Karthikeyan, Ramasamy, Gopalakrishnan Sainarayanan, and Subramaniam Nachimuthu Deepa. "Perceptual video quality assessment in H. 264 video coding standard using objective modeling." SpringerPlus 3.1 (2014): 174.
Sheela, K., and S. Deepa. "A review on neural network models for wind speed prediction." Wind Engineering 37.2 (2013): 111-124.
Arunadevi B. and Deepa S.N. “Texture Analysis for 3D Classification of Brain Tumuor Tissues”, Przeglad Elecktrotechniczny, R. 89 NR 4/2013 , 338-342 , 2013.
Arunadevi B. and Deepa S.N. “Brain Tumuor Tissue Categorization in 3D Magnetic Resonance Images using improved PSO for Extreme learning machine”, Progress In Electromagnetics Research B, Vol. 49, 31 -54,2013.
Gnana Sheela,.K, and Deepa, S.N. “A New Algorithm to find number of hidden neurons in Radial Basis Function Networks for wind speed prediction in Renewable Energy Systems”, Journal of Control Engineering and Applied Informatics, vol. 15, no. 3, pp. 30-37,. ISSN: 1454-8658.
Gnana Sheela ,K., and Deepa, S.N. “Review on methods to fix number of hidden neuron in Neural Networks wind speed prediction”, Mathematical Problems in Engineering, Vol.2013, pp. 1-11, ISSN: 1024-123X
Gnana Sheela, K & Deepa, S.N, ‘New criteria to fix number of hidden neuron in multilayer perceptron neural networks for wind speed prediction in renewable energy systems’, Journal of Scientific and Industrial Research, 2014
Gnana Sheela, K. and Deepa, S.N. “Performance Analysis of Modeling Frame work for wind speed prediction in wind farms”, Scientific Research and Essays, vol. 7, no. 48, pp. 4138-4145, ISSN:1992-2248
Gnana Sheela, K. and Deepa, S.N. “An Intelligent Hybrid Neural Network Model in renewable energy systems”, ICTACT Journal on soft computing, Vol.2, Issue 4, pp.361-364, ISSN: 0976-6561, 2012.
Deepa, SN & Sudha, G 2014, ‘Modeling and Approximation of STOL Aircraft Longitudinal Aerodynamic characteristics’, Journal of Aerospace Engineering, American Society of Civil Engineers, ISSN No: 0893-1321 1943-5525.
Deepa, SN & Sudha, G 2014, ‘Longitudinal control of aircraft dynamics based on optimization of PID’, Thermo physics and Aeromechanics, ISSN No: 0869-8643.
C.Rani and S.N.Deepa, “An Intelligent Operator for Genetic Fuzzy Rule Based System,” International Journal of Intelligent Information Technologies, 7(3), 28-40, 2011.
C.Rani and S.N.Deepa, “Formation of Fuzzy If-Then rules and Membership function using Enhanced Particle Swarm Optimization,” International Journal of Uncertainty, Fuzziness and Knowledge based system, Vol 21, Issue 1, pp.103, 2013.
Sivanandam S.N. and Deepa S.N., ‘A Novel approach for Root Distribution analysis of Linear Time-invariant systems using Routh and Fuller tables’, 2008, Asian Journal of control, China, Vol.11, No.2.
Sivanandam S.N. and Deepa S.N., ‘Stability analysis of a class of Artificial Neural Network Systems’, 2008, International Journal of Information Processing, Vol. 2, No. 1, India.
Sivanandam S.N. and Deepa S.N., ‘Linear System design using Routh Column Polynomials’, 2007, Songklanakarin Journal of Science and Technology (SJST), Vol. 29, No. 6, pp. 1651 – 1659, Thailand.
Victoire, T. Aruldoss Albert, and A. Ebenezer Jeyakumar. "Hybrid PSO–SQP for economic dispatch with valve-point effect." Electric Power Systems Research 71.1 (2004): 51-59.
Victoire, T. "Reserve constrained dynamic dispatch of units with valve-point effects." Power Systems, IEEE Transactions on 20.3 (2005): 1273-1282.
Victoire, T. Aruldoss Albert, and A. Ebenezer Jeyakumar. "A modified hybrid EP–SQP approach for dynamic dispatch with valve-point effect." International Journal of Electrical Power & Energy Systems 27.8 (2005): 594-601.
Victoire, T. Aruldoss Albert, and A. Ebenezer Jeyakumar. "Deterministically guided PSO for dynamic dispatch considering valve-point effect." Electric Power Systems Research 73.3 (2005): 313-322.
Victoire, T. A. A., and A. E. Jeyakumar. "Unit commitment by a tabu-search-based hybrid-optimisation technique." Generation, Transmission and Distribution, IEE Proceedings-. Vol. 152. No. 4. IET, 2005.
Victoire, T. Aruldoss Albert, and A. Ebenezer Jeyakumar. "A tabu search based hybrid optimization approach for a fuzzy modelled unit commitment problem." Electric Power Systems Research 76.6 (2006): 413-425.
Kumar, P. Ganesh, et al. "Design of fuzzy expert system for microarray data classification using a novel Genetic Swarm Algorithm." Expert Systems with Applications 39.2 (2012): 1811-1821.
Victoire, T. Aruldoss Albert, and A. Ebenezer Jeyakumar. "An improved simulated annealing method for the combinatorial sub-problem of the profit-based unit commitment problem." Evolutionary Computation in Combinatorial Optimization. Springer Berlin Heidelberg, 2005. 234-245.
GaneshKumar, P., Rani, C., Devaraj, D., & Victoire, T. (2014). Hybrid ant bee algorithm for fuzzy expert system based sample classification. IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), 11(2), 347-360.
Subathra, M. S. P., Selvan, S. E., Victoire, T., & Amato, U. (2014). A hybrid with cross-entropy method and sequential quadratic programming to solve economic load dispatch problem.
Viji, A. Jeraldine, and T. Aruldoss Albert Victoire. "Enhanced PLL based SRF control method for UPQC with fault protection under unbalanced load conditions." International Journal of Electrical Power & Energy Systems 58 (2014): 319-328.
Albert Aruldoss, and Murali Krishnan. "A differential evolution algorithm for solving the multi-objective emission constrained economic power dispatch considering transmission network losses’." European Journal of Scientific Research 67.3 (2012): 378-388.
Ganesh kumar, p., and t. Aruldoss albert victoire. "Multistage Mutual Information for Informative Gene Selection." Journal of Biological Systems 19.04 (2011): 725-746.
Jasper, J., and T. Victoire. "Dispatching a 19-Unit Indian Utility System Using a Refined Differential Evolution Algorithm." Mathematical Problems in Engineering 2014 (2014).
Kumar, P. Ganesh, J. Rathinaraja, and T. Aruldoss Albert Victoire. "A combined MI-AVR approach for informative gene selection." (2011): 870-875.
Victoire, Albert, T. Aruldoss, and Ebenezer A. Jeyakumar. "A simulated annealing based hybrid optimization approach for a fuzzy modelled unit commitment problem." International Journal of Emerging Electric Power Systems 3.1 (2005).
Ganesan, S., T. Aruldoss Albert Victoire, and G. Vijayalakshmy. "Real-time estimation and detection of non-linearity in bio-signals using wireless brain-computer interface." International journal of Bioinformatics research and applications 10.2 (2014): 190-205.
Paranthaman, j., and T. Victoire. "genetic optimization for privacy preserving in datamining." Journal of Theoretical & Applied Information Technology 57.3 (2013).
Biju, A. C., T. Victoire, and Kumaresan Mohanasundaram. "An Improved Differential Evolution Solution for Software Project Scheduling Problem." The Scientific World Journal 2015 (2015).
Sumithra, Subramaniam, and T. Victoire. "Differential Evolution Algorithm with Diversified Vicinity Operator for Optimal Routing and Clustering of Energy Efficient Wireless Sensor Networks." The Scientific World Journal 2015 (2015).
Kumar, P. G., Rani, C., Mahibha, D., & Victoire, T. A. A. (2014). Fuzzy–rough–neural–based f–information for gene selection and sample classification. International Journal of Data Mining and Bioinformatics, 11(1), 31-52.
Viji, A. Jeraldine, T. Victoire, and Aruldoss Albert. "A comparative study of 3 Phi SAPF with Different reference current generation." Control Engineering And Applied Informatics 16.4 (2014): 99-106.
Sumithra, Subramanian, and T. Aruldoss Albert Victoire. "An Efficient Energy Clustering by Dynamic Multi-Chain Model in WSN." International Review on Computers and Software (IRECOS) 9.8 (2014): 1392-1398.
Jasper, J., and Albert Victoire T. Aruldoss. "Differential evolution with random scale factor for economic dispatch considering prohibited operating zones." Przegląd Elektrotechniczny 89.5 (2013): 187-191.
Jasper, J., and T. Aruldoss Albert Victoire. "Paper Infomation." Journal of Electrical and Control Engineering 2.2 (2012): 15-19.
Jasper, J., and T. Aruldoss Albert Victoire. "Variable neighborhood search guided differential evolution for non convex economic load dispatch." Advanced Computing, Networking and Security. Springer Berlin Heidelberg, 2012. 253-262.
R. Suresh Kumar, K.Divya, S.Saravana “Comparison of DC-DC Converter in PV System Using Soft Computing Technique” Applied Mechanics and Materials Vol. 573 (2014) pp 26-30.
R. Suresh Kumar and J.Suganthi “PID Controller Tuning Using Neuro Fuzzy Controller and Anti Windup Method for Improving the Boost Converter Performance” Life Science Journal 2013; 10(2) pp.1567-1574.
R. Suresh Kumar and J. Suganthi “Improving the boost Converter PID Controller performance using Particle swarm optimization” European Journal of Scientific Research, Vol. 85 No 3 (2012), pp.327 335.
Suresh kumar.r and logeswari. a new interleaved switched inductor boost converter for pv applications.Global Journal of Engineering Science and Researches,January-2015,pp-82-87.
Dr.R.Sureshkumar and M.Senthil Kumar,An Interleave Isolated Boost Converter Connected In Three Phase Induction Motor (ASD) Control With Sine Pwm Technique In MATLAB.Global Journal of Engineering Science and Researches,January-2015,pp-88-96.
Suresh Kumar R and John De Britto, DESIGN OF SINGLE PHASE Z-SOURCE BUCK BOOST MATRIX CONVERTER,Global Journal of Engineering Science and Researches, January-2015,pp-97-103.
R.Suresh Kumar and R.Prasanth,Direct Torque Control Of Induction Motor Drive By Current Reconstruction Method Through Dc Link Current.Global Journal of Engineering Science and Researches, February-2015,pp-87-92
Dr. R. Suresh kumar and Mr.R.Prasanth,Efficient Wind Power Conversion Using Pr Control Method.Global Journal of Engineering Science and Researches, February-2015,pp-93-100.
P. Hari Krishnan, Kanimozhi T and Tina Pavithra vx, “SIMULATION OF SPEED &TORQUE CONTROL OF THREE PHASE INDUCTION MOTOR USING DIRECT TORQUE CONTROL”,pp.7730-7735, Volume 10, Number 9(2015) Special Issue, IJAER.
P Hari Krishnan, V A Vengatkumar, “SPEED CONTROL OF THREE PHASE INDUCTION MOTOR THROUGH ACVOLTAGE CONTROLLER USING MATLAB”, pp.7457-7462, Volume 10, Number 9(2015) Special Issue, IJAER.
P.Hari Krishnan and R. Ragul kannan”, “An Efficient Speed and Torque Controller for DC Motor through 12 Pulse Converters In Open Loop Mode” pp.3147-3153, Volume 10, Number 55 (2015) Special Issue, IJAER.
P. Hari Krishnan and P. Jayapriya, “Efficient Boiler Flow Control Using Adaptive PID Controller”, pp.3113-3118, Volume 10, Number 55 (2015) Special Issue, IJAER.
A.Gayathri and P.Hari Krishnan, “Implementation of neural based self tuning fuzzy logic controller in non linear system” pp.2239-2243, Volume 10, Number 55 (2015) Special Issue, IJAER.
P. Hari Krishnan and Ragu. P. J, “Controlling power flow losses in UPFC system using Adaptive Neuro-fuzzy controller”, IJRET 2014, e-ISSN: 2319-1163 & p-ISSN : 2321-7308.
P. Hari Krishnan and Ramprasadh. V, “Controlling Power plant Boiler and Draft Fan using LabVIEW”, IJRET 2014, e-ISSN: 2319-1163 & p-ISSN : 2321-7308.
P. Hari Krishnan and Bala Murugan. N, “Model Reference based Adaptive controller for Conical tank level control system”, IJRET 2014, e-ISSN: 2319-1163 & p-ISSN : 2321-7308.
P. Hari Krishnan and Prathyusha. S, “Optimization of main boiler parameters using Soft computing techniques”, IJRET 2014, e-ISSN: 2319-1163 & p-ISSN : 2321-7308.
P. Hari Krishnan and Vaishnavi. C, “LabVIEW based Self tuning Fuzzy logic controller for Sterilizing equipments in Hospitals”, IJRET 2014, e-ISSN: 2319-1163 & p-ISSN : 2321-7308.
M.Yuvaraju & N.Devarajan, “ Reduction of higher order time invariant SISO continuous systems to its lower order model employing improved water swirl algorithm”,Journal of Testing and Evaluation, 2015
Yuvaraju, M., and S. R. Nivedita. "A Text Based Clustering Scheme With Genetic Programming To Eliminate Replicas." International Journal of Engineering Research and Technology. Vol. 2. No. 6 (June-2013). ESRSA Publications, 2013.
Yuvaraju, M., and N. Devarajan. "An Improved Water Swirl Algorithm for lower order model formulation of Multivariable Linear Time invariant Continuous System." Life Science Journal 10.2 (2013): 1-8.