Home > Electrical & Electronics Engineering
Faculty Member Details

Staff Id : 02551
Name : Dr. S. SUBRAMANIAN
Designation : PROFESSOR
Qualification : B.E., M.E. (Distinction), Ph.D.,
Specialization : Electrical Machine Design, Power System Economics
Date of Birth : 23-05-1968
Date of Joining : 07-07-1992
Present Address Contact Number E-Mail Address
F4, Kothangudi Flats,
Renganathan Street, Annamalainagar-608 002
Chdambaram.
9443148803dr_smani@yahoo.co.in
Research Guidance
Discipline Awarded Guidance
M.Phil./M.E./M.Sc. 361
Ph.D. 175


Conference /Seminar / Symposia / Workshop
Conference Seminar Symposia Workshop
National International
Attended 5101-2
Conducted 1----


Research Projects
Major Projects Minor Projects Total Amount (Rs.)
Completed -126000
Ongoing ---
Teaching and Research Experience Industry Experience
25 Years -
Journals Conference Books Published Popular Article
National International National International
14 121 19 33 2 -

List of Publications - National
J.Radha,S.Subramanian,S.Ganesan and M.Abirami, "Best Complex Power Settings Using Ant Lion Optimizer for Optimal Power Flow Problem”.", IUP Journal of Electrical and Electronics Engineering, Volume 9, Number 3, Jul 2016, pp. 1-25. IJEEE11607.
Jayakumar, N., Subramanian, S., Ganesan, S. and Abirami, M. Jayakumar, N., Subramanian, S., Ganesan, S. and Abirami, M. , "Unit commitment in dual generation systems using grey wolf algorithm.", The IUP Journal of Electrical & Electronics Engineering, Volume 8, Number 3, Jul 2015, pp. 48-61. 2015.
S. Ganesan and S. Subramanian, "Hybrid technique for thermal unit commitment.", The IUP Journal of Electrical and Electronics Engineering, Volume 4, Number 4, Oct 2012, pp. 63-80. 2012.
S. Padma, S. Subramanian and R. Bhuvaneswari., "Multi-objective optimal design of transformer using particle swarm optimization.", The IUP Journal of Electrical and Electronics Engineering, Volume 4, Number 1, Apr 2010, pp. 20-32. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Application of particle swarm optimization technique to alternator design.", The IUP Journal of Electrical and Electronics Engineering, Volume 3, Number 3, Jul 2010, pp. 7-28. 2010.
L. Lakshminarasimman and S. Subramanian, "A solution to optimum power flow using Differential Evolution.", Journal of Systems Science and Engineering, Volume 17, Number 2, Nov 2008, pp. 61-66. 2008.
M. Anitha, S. Subramanian and R. Gnanadas, "Modified particle swarm optimization based optimal power flow.", ICFAI University Journal of Electrical and Electronics Engineering, Volume 1, Number 4, Oct 2008, pp. 17-32. 2008.
S. Subramanian and R. Bhuvaneswari, "Optimization of single phase induction motor design using evolutionary programming.", Journal of Systems Society of India, Volume 12, Number 1, Nov 2005, pp. 25-37. 2005.
S. Subramanian and R. Bhuvaneswari, "Review of design of induction motors.", Electrical Review, Volume 4, Number 5, May 2005, pp. 22-27. 2005.
S. Subramanian, K.R. Nayar and K. Srikrishna, "Energy accounting and tariff in LT distribution system - A proper perspective is the need of the hour.", Electrical Engineering Update - Journal of Electrical Engineering Industry, Volume 7, Number 3, May 1999, pp. 46-51. 1999.
S. Subramanian, K.R. Nayar and K. Srikrishna, "Composite plant emission equation - A novel way of common gama.", Electrical Engineering Update - Journal of Electrical Engineering. Industry, Volume 7, Number 6, Nov 1999, pp. 50-52. 1999.
S. Subramanian, K.R. Nayar and K. Srikrishna, "Cost of receiving end power - Generation cost indicators - A reality.", Electrical India, Volume 39, Number 5, Mar 1999, pp. 17-22. 1999.
S. Subramanian, K.R. Nayar and K. Srikrishna, "System generation planning with loss inclusion-analytic approach.", Electrical India, Volume 39, Number 15, Aug 1999, pp. 6-11. 1999.
S. Subramanian, K.R. Nayar and K. Srikrishna, "Optimal load dispatch - A two part load flow approach.", Electrical India, Volume 38, Number 14, Jul 1998, pp. 16-20. 1998.
List of Publications - International
J.Radha,S.Subramanian,S.Ganesan and M.Abirami, "Emission / Fuel Energy Restricted Dynamic Optimal Power Flow using Fuzzy - Ant Lion Optimizer.", International Journal of Energy Sector Management, Volume 11, Number 2, Jun 2017, pp. 208-254. 2017.
Umamaheswari Elango, Ganesan Sivarajan, Abirami Manoharan and Subramanian Srikrishna, "Unified reliability centric preventive generator MS measure using fuzzy decision mechanism-based ALO.", IET Science, Measurement & Technology, Volume 11, Number 5, Aug 2017, pp. 607-622. 2017.
R. Saravanan, S. Subramanian, V. Dharmalingam and S. Ganesan, "Electricity generation scheduling with integrated wind-thermal-hydro units using grey wolf optimization algorithm.", International Journal of Electrical Engineering, Transactions of the Chinese Institute of Engineers, Series E, Volume 24, Number 1, Jan 2017, pp. 31-46. 2017.
R. Saravanan, S. Subramanian, V. Dharmalingam and S. Ganesan, "Economic dispatch with integrated wind thermal using particle swarm optimization.", International Journal of Advanced Research and Innovation, Volume 24, Number 1, May 2017, pp. 100-103. 2017.
R. Saravanan, S. Subramanian, V. Dharmalingam and S. Ganesan, "Generation scheduling with large-scale wind farms using grey wolf optimization.", Journal of Electrical Engineering & Technology, Volume 12, Number 4, Jul 2017, pp. 1348-1356. 2017.
P. Balachandar, S. Ganesan, N. Jayakumar and S. Subramanian, "Multi-fuel power dispatch using composite cost function supported ant lion optimizer.", International Journal of Electrical Engineering, Transactions of the Chinese Institute of Engineers, Series E , Volume 24, Number 3, Jun 2017, pp. 93-106. 2017.
P. Balachandar, S. Ganesan, N. Jayakumar and S. Subramanian, "Multi-fuel power dispatch in an interconnected power system using ant lion optimizer.", International Journal of Energy Optimization and Engineering, Volume 3, Number 2, Jun 2017, pp. 29-54. 2017.
S. Siva Sakthi, R.K. Santhi, N. Murali Krishnan, S. Ganesan and S. Subramanian, "Optimal thermal unit commitment solution integrating renewable energy with generator outage.", Iranian Journal of Electrical & Electronic Engineering, Volume 13, Number 2, Jun 2017, pp. 112-122. 2017.
S. Siva Sakthi, R.K. Santhi, N. Murali Krishnan, S. Ganesan and S. Subramanian,, "Wind integrated thermal unit commitment solution using grey wolf optimizer.", International Journal of Electrical and Computer Engineering, Volume 7, Number 5, Oct 2017, pp. 1-12. 2017.
E. Umamaheswari, S. Ganesan , M. Abirami and S.Subramanian, "Cost Effective Integrated Maintenance Scheduling in Power Sytems using Ant Lion Optimizer.", Energy Procedia, Volume 117, Number 7, Jun 2017, pp. 501-508. 2017.
Jayakumar, N., Subramanian, S., Ganesan, S. and Elanchezhian, E. B, "Grey wolf optimization for combined heat and power dispatch with cogeneration systems.", International Journal of Electric Power and Energy Systems, Volume 74, Number 1, Jan 2016, pp. 252-264. 2016.
J.Radha,S.Subramanian,S.Ganesan and M.Abirami, ""Multi-Objective Optimal Power Flow using Fuzzy Supported Ant Lion Algorithm".", International Journal of Trend in Research and Development , Volume 3, Number 6, Dec 2016, pp. 86-94. 2016.
E.B. Elanchezhian, S. Subramanian and S. Ganesan, "Economic Dispatch of Energy Sources with Restrictions on Fuel using TLBO Algorithm.", Energy Sources, Part - B: Economics, Planning and Policy, Volume 11, Number 10, Dec 2016, pp. 920-928. 2016.
R. Saravanan, S. Subramanian, V. Dharmalingam and S. Ganesan, , "Electricity generation scheduling with integrated conventional and non-conventional units using grey wolf optimization algorithm.", International Journal of Electrical, Electronics & Computer Science Engineering, Volume 3, Number 6, Dec 2016, pp. 1-9. 2016.
R. Saravanan, S. Subramanian, V. Dharmalingam and S. Ganesan, , "Generation scheduling of wind thermal integrated power system using grey wolf optimization.", IOSR Journal of Electrical and Electronics Engineering, Volume 11, Number 6, Nov 2016, pp. 48-55. 2016.
R. Saravanan, S. Subramanian, V. Dharmalingam and S. Ganesan, "Generation scheduling of electricity with integrated wind-thermal units using grey wolf optimization algorithm.", International Journal of Computer Applications, Volume 156, Number 3, Dec 2016, pp. 37-44. 2016.
Jayaraman Rameshkumar ; Sivarajan Ganesan ; Manoharan Abirami and Srikrishna Subramanian, "Cost, emission and reserve pondered pre-dispatch of thermal power generating units coordinated with real coded grey wolf optimisation.", IET Generation Transmission and Distribution , Volume 10, Number 4, Oct 2016, pp. 972-985. 2016.
Rameshkumar J, Ganesan S, Subramanian S and Abirami M , "Short term unit consignment solution using real coded grey wolf algorithm.", Australian Journal of Electrical and Electronics Engineering, Volume 13, Number 1, Jan 2016, pp. 1-8. http://dx.doi.org/10.1080/1448837X.2015.1092933.
Jayakumar, N., Subramanian, S., Elanchezhian, E. B. and Ganesan, S, "An application of grey wolf optimization for combined heat and power dispatch.", International Journal of Energy Technology and Policy, Volume 11, Number 2, Apr 2015, pp. 183-206. 2015.
Elanchezhian, E. B., Subramanian, S. and Ganesan, S, "Cost effective operating strategy for unit commitment and economic dispatch of thermal power plants with cubic cost functions using TLBO algorithm.", Journal of Power and Energy Engineering, Volume 3, Number 6, Jun 2015, pp. 20-30. 2015.
Jayakumar, N., Subramanian, S., Ganesan, S. and Elanchezhian, E. B, "Combined heat and power dispatch by grey wolf optimization.", International Journal of Energy Sector Management, Volume 9, Number 4, Oct 2015, pp. 523-546. 2015.
Jayakumar, N., Subramanian, S., Ganesan, S. and Elanchezhian, E. B, "Dynamic Economic dispatch for wind-combined heat and power systems using grey wolf optimization.", International Journal of Electrical Electronics & Computer Science Engineering , Volume 2, Number 3, Jun 2015, pp. 24-32. 2015.
Abirami, M., Subramanian, S., Ganesan, S. and Anandhakumar, R. , "Reliability based source maintenance scheduling using nature inspired algorithm.", International Journal of Quality & Reliability Management, Volume 32, Number 1, Jan 2015, pp. 81-96. 2015.
Subramanian, S., Abirami, M. and Ganesan, S. , "Reliable/cost effective maintenance schedules for a composite power system using fuzzy supported teaching learning algorithm.", IET Generation, Transmission and Distribution, Volume 9, Number 9, Jun 2015, pp. 805-819. 2015.
V Moorthy , P Sangameswararaju , J. Viswanatharao, S Ganesan , S Subramanian , "Cost/environmentally compromised dispatch for cascaded hydrothermal system using artificial bee colony algorithm.", IEEJ Transactions on Electrical and Electronics Engineering, Volume 10, Number 1, Oct 2015, pp. 44-54. 2015.
S. Durai, S. Subramanian and S. Ganesan , "Improved parameters for economic dispatch problems by teaching learning optimization.", Electrical Power and Energy Systems, Volume 67, Number 1, May 2015, pp. 11-24. 2015.
S. Durai, S. Subramanian and S. Ganesan , "Preferred economic dispatch of thermal power units.", Journal of Power and Energy Engineering, Volume 3, Number 11, Nov 2015, pp. 47-69. 2015.
J. Rameshkumar, S. Ganesan, S. Subramanian and M. Abirami, "Intelligent coding scheme with grey wolf algorithm to fetch better solutions for fossil fuelled Unit commitment.", International Journal of Electrical Engineering (China), Volume 22, Number 6, Jun 2015, pp. 215-230. 2015.
V Moorthy , P Sangameswararaju , S Ganesan , S Subramanian , "Investigation on the effectiveness of ABC algorithm for hydrothermal energy management considering emission aspects.", International Journal of Energy Sector Management, Volume 9, Number 2, Apr 2015, pp. 251-273. 2015.
Elanchezhian, E. B., Subramanian, S. and Ganesan, S, "Economic power dispatch with cubic cost models using teaching learning algorithm.", IET Generation, Transmission & Distribution, Volume 8, Number 7, Jul 2014, pp. 1187-1202. 2014.
Elanchezhian, E. B., Subramanian, S. and Ganesan, S, "Comparative performance of second order and third order fuel cost functions for economic dispatch problem by TLBO.", International Journal of Electrical Engineering, Volume 21, Number 5, May 2014, pp. 191-199. 2014.
Abirami, M., Ganesan, S., Subramanian, S. and Anandhakumar, R. , "Source and transmission line maintenance outage scheduling in a power system using teaching learning based optimization algorithm.", Applied Soft Computing, Volume 21, Number 1, Aug 2014, pp. 72-83. 2014.
V. Moorthy, P. Sangameswararaju, S. Ganesan and S. Subramanian, "Hydrothermal scheduling using ABC algorithm considering pollutant emission.", International Journal of Electrical Engineering- China, Volume 20, Number 5, Sep 2013, pp. 203-217. 2013.
M. Abirami, S. Ganesan, S. Subramanian and R. Anandhakumar, "An efficient unit maintenance scheduling in power systems by teaching learning based optimization.", International Journal of Electrical Engineering (China), Volume 20, Number 5, May 2013, pp. 189-201. 2013.
S. Subramanian, R. Anandhakumar and S. Ganesan, "Artificial bee colony based solution technique for generator maintenance scheduling.", Australian Journal of Electrical and Electronics Engineering, Volume 9, Number 2, Apr 2012, pp. 109-126. 2012.
J. Ravikumar and S. Subramanian, "Design of sample based filtering schemes for a three phase induction motor model.", International Review of Modelling and Simulation, Volume 4, Number 6, Apr 2012, pp. 2234-2245. 2012.
S. Ganesan and S. Subramanian, "Non-convex economic thermal power management with transmission loss and environment factors: Exploration from direct search method.", International Journal of Energy Sector Management, Volume 6, Number 2, Feb 2012, pp. 228-238. 2012.
S. Ganesan and S. Subramanian, "Reliability constrained thermal unit commitment solution using a hybrid approach.", International Review of Modelling and Simulation, Volume 4, Number 7, Feb 2012, pp. 434-441. 2012.
V.P. Sakthivel and S. Subramanian, "Bio-Inspired Optimization Algorithms for Parameter Determination of Three-Phase Induction Motor.", The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, Volume 31, Number 2, Feb 2012, pp. 528-551. 2012.
S. Ganesan and S. Subramanian, "Direct search method for solving dynamic economic dispatch problems.", International Review of Modelling and Simulations, Volume 4, Number 1, Feb 2011, pp. 93-103. 2011.
S. Ganesan and S. Subramanian, "Dynamic economic dispatch based on simple algorithm.", International Journal of Computer and Electrical Engineering, Volume 3, Number 2, Apr 2011, pp. 226-232. 2011.
R. Anandhakumar and S. Subramanian, "Economic dispatch with multiple fuel options using CCF.", Energy and Power Engineering, Volume 3, Number 2, May 2011, pp. 113-119. 2011.
S. Subramanian and S. Padma, "Optimal design of single phase transformer using bacterial foraging algorithm.", International Journal of Engineering Science and Technology, Volume 2, Number 4, Apr 2011, pp. 2677-2684. 2010.
S. Subramanian and S. Padma, "Multiobjective based optimal design of transformer using bacterial foraging algorithm.", International Review on Modelling and Simulations, Volume 4, Number 1, Feb 2011, pp. 287-294. 2011.
S. Subramanian and S. Padma, "Parameter estimation of three phase transformer based on bacterial foraging algorithm.", International Review on Modelling and Simulations, Volume 4, Number 1, Feb 2011, pp. 310-317. 2011.
S. Subramanian and S. Padma, "Bacterial foraging algorithm based multiobjective design of single phase transformer.", Journal of Computer Science and Engineering, Volume 6, Number 2, Apr 2011, pp. 1-6. 2011.
S. Subramanian and S. Padma, "Optimization of transformer design using bacterial foraging algorithm.", International Journal of Computer Applications, Volume 19, Number 3, Apr 2011, pp. 52-57. 2011.
S. Subramanian and S. Padma, "Bacterial foraging algorithm based parameter estimation of three winding transformer.", Energy and Power Engineering, Volume 3, Number 2, May 2011, pp. 135-143. 2011.
J. Ravikumar, S. Subramanian and J. Prakash, "Nonlinear state estimation using derivative -– free filters for a three phase induction motor model.", Australian Journal of Electrical and Electronics Engineering, Volume 8, Number 3, Mar 2011, pp. 231-245. 2011.
R. K. Santhi and S. Subramanian, "Adaptive PSO based real coded algorithm for unit commitment.", International Journal of Engineering Science and Technology, Volume 3, Number 2, Feb 2011, pp. 805-812. 2011.
R. K. Santhi and S. Subramanian, "Adaptive binary PSO based unit commitment.", International Journal of Computer Applications, Volume 15, Number 4, Feb 2011, pp. 1-6. 2011.
R. K. Santhi and S. Subramanian, "Adaptive PSO based hybrid algorithm for unit commitment.", Australian Journal of Basic Applied Sciences, Volume 5, Number 3, Apr 2011, pp. 721-730. 2011.
R. K. Santhi and S. Subramanian, "Adaptive SA for economic dispatch with multiple fuel options.", Journal of Computer Science and Engineering, Volume 6, Number 2, Apr 2011, pp. 17-24. 2011.
R. Anandhakumar, S. Subramanian and S. Ganesan, "Artificial bee colony algorithm to generator maintenance scheduling in competitive market.", International Journal of Computer Applications, Volume 31, Number 9, Oct 2011, pp. 44-53. 2011.
R. Anandhakumar, S. Subramanian and S. Ganesan, "ABC algorithm to thermal units maintenance.", Journal of Computer Science and Engineering, Volume 8, Number 1, Jul 2011, pp. 21-31. 2011.
R. Anandhakumar, S. Subramanian and S. Ganesan, "Generator maintenance management using bio-inspired search algorithm.", International Journal of Energy Sector Management, Volume 5, Number 4, Dec 2011, pp. 522-544. 2011.
R. Anandhakumar, S. Subramanian and S. Ganesan, "Modified ABC algorithm for generator maintenance scheduling.", International Journal of Computer and Electrical Engineering, Volume 3, Number 6, Dec 2011, pp. 812-819. 2011.
J. Ravikumar, S. Subramanian and J. Prakash, "Design of derivative -– free state estimators for a three phase induction motor -– A comparative study.", International Journal of Computer Applications, Volume 29, Number 2, Sep 2011, pp. 15-24. 2011.
J. Ravikumar and S. Subramanian, "State estimation of a three phase induction motor using nonlinear filters.", International Journal on Electronic and Electrical Engineering, Volume 16, Number 1, Sep 2011, pp. 17-27. 2011.
V.P. Sakthivel and S. Subramanian, "On-site efficiency evaluation of three-phase induction motor based on particle swarm optimization.", Energy, Volume 36, Number 3, Mar 2011, pp. 1713-1720. 2011.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "An accurate and economical approach for induction motor field efficiency estimation using bacterial foraging algorithm.", Measurement, Volume 44, Number 4, Apr 2011, pp. 674-684. 2011.
M. Anitha, S. Subramanian and R. Gnanadas, "Optimal production cost of the power producers with linear ramp model using FDR PSO algorithm.", European Transactions on Electrical Power, Volume 20, Number 2, Mar 2010, pp. 123-139. 2010.
S. Subramanian and S. Ganesan, "A sequential approach with matrix framework for economic scheduling of thermal power plants.", Indian Journal of Science and Technology, Volume 3, Number 5, Apr 2010, pp. 537-541. 2010.
S. Subramanian and S. Ganesan, "Sequential approach with matrix framework for various types economic thermal power dispatch problems.", Energy and Power Engineering, Volume 2, Number 2, May 2010, pp. 111-121. 2010.
S. Subramanian and S. Ganesan, "A simplified approach for economic dispatch with piecewise quadratic cost functions.", International Journal of Computer and Electrical Engineering, Volume 2, Number 5, Oct 2010, pp. 793-798. 2010.
S. Subramanian and S. Ganesan, "A novel hybrid approach using modified priority list and sequential approach for unit commitment.", International Journal of Energy Sector Management, Volume 4, Number 4, Dec 2010, pp. 555-576. 2010.
S. Subramanian and S. Ganesan, "Economic thermal power dispatch solutions using sequential approach with matrix framework.", International Journal of Electrical Engineering, Volume 17, Number 4, Dec 2010, pp. 295-308. 2010.
S. Subramanian and S. Ganesan, "A sequential approach for emission constrained economic dispatch problems.", International Journal of Electronic and Electrical Engineering, Volume 3, Number 3, Dec 2010, pp. 16-24. 2010.
S. Ganesan and S. Subramanian, "A novel hybrid method for thermal unit commitment problems.", International Review of Modelling and Simulations, Volume 3, Number 4, Aug 2010, pp. 694-704. 2010.
S. Subramanian and S. Ganesan, "A simple approach for emission constrained economic dispatch problems.", International Journal of Computer Applications, Volume 8, Number 11, Oct 2010, pp. 39-45. 2010.
S. Subramanian and R. Anandhakumar, "Composite cost function based solution to the unit commitment problem.", Smart Grid and Renewable Energy, Volume 1, Number 2, Aug 2010, pp. 88-97. 2010.
S. Subramanian and R. Anandhakumar, "Dynamic economic dispatch using composite cost function.", International Review of Electrical Engineering, Volume 5, Number 4, Jul 2010, pp. 1664-1669. 2010.
S. Subramanian and S. Padma, "Parameter estimation of single phase core type transformer using bacterial foraging algorithm.", Engineering, Volume 2, Number 11, Nov 2010, pp. 917-925. 2010.
R. Kannan, S. Subramanian and R. Bhuvaneswari, "Multiobjective optimal design of three phase induction generator using simulated annealing technique.", International Journal of Engineering Science and Technology, Volume 2, Number 5, May 2010, pp. 1359-1369. 2010.
J. Ravikumar and S. Subramanian, "Analysis and design of derivative free filters against derivated based filter on the simulated model of a three phase induction motor.", Energy and Power Engineering, Volume 2, Number 2, May 2010, pp. 78-89. 2010.
R. Kannan, S. Subramanian and R. Bhuvaneswari, "Multiobjective optimal design of three phase induction generator using genetic algorithm.", International Journal of Power Systems and Power Electronics, Volume 3, Number 1, Jan 2010, pp. 72-82. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Multi-objective parameter estimation of induction motor using particle swarm optimization.", Engineering Applications of Artificial Intelligence, Volume 23, Number 3, Apr 2010, pp. 302-312. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Design optimization of three-phase energy efficient induction motor using adaptive bacterial foraging algorithm.", The International Journal for Computation and Mathematics in Electrical and Electronic Engineering, Volume 29, Number 3, Mar 2010, pp. 699-726. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Artificial Immune System for Parameter Estimation of Induction Motor.", Expert Systems with Applications, Volume 37, Number 8, Aug 2010, pp. 6109-6115. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Bacterial foraging technique based parameter estimation of induction motor from manufacturer data.", Electric Power Components and Systems, Volume 38, Number 6, Jun 2010, pp. 657-674. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Nonintrusive efficiency estimation method for energy auditing and management of in-service induction motor using bacterial foraging algorithm.", IET Electric Power Applications, Volume 4, Number 8, Sep 2010, pp. 579-590. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Economic design of three-phase induction motor by particle swarm optimization.", Journal of Electromagnetic Analysis and Applications, Volume 2, Number 5, May 2010, pp. 301-310. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Adaptive particle swarm optimization for the design of three-phase induction motor considering the active power loss effect.", International Journal of Computer and Electrical Engineering, Volume 2, Number 4, Apr 2010, pp. 627-636. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "An improved particle swarm optimization for induction motor parameter determination.", International Journal of Computer Applications, Volume 1, Number 2, Feb 2010, pp. 71-76. 2010.
V.P. Sakthivel and S. Subramanian, "Determination of Induction Motor Double-Cage Model Parameters Based on Bacterial Foraging Optimization Algorithm.", International Review of Electrical Engineering, Volume 5, Number 4, Dec 2010, pp. 1529-1537. 2010.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Immune algorithm based nonintrusive efficiency determination for in-situ induction motor.", Australian Journal of Electrical and Electronic Engineering, Volume 7, Number 1, Jan 2010, pp. 31-41. 2010.
R. Kannan, S. Subramanian and R. Bhuvaneswari, "Optimal design of three phase induction generator using clonal selection algorithm.", International Journal on Electronic and Electrical Engineering, Volume 4, Number 6, Mar 2009, pp. 36-47. 2009.
R. K. Santhi and S. Subramanian, "Thermal emission reduction based on fuzzy logic.", Journal of Advanced Research and Computer Engineering, Volume 3, Number 1, Jan 2009, pp. 87-90. 2009.
M. Anitha, S. Subramanian and R. Gnanadas, "FDR PSO based optimization for non smooth functions.", International Energy Journal, Volume 10, Number 1, Mar 2009, pp. 37-44. 2009.
M. Anitha and S. Subramanian, "A novel PSO algorithm for optimal production cost of the power producers with transient stability constraints.", Journal of Electromagnetic Analysis and Application, Volume 1, Number 4, Dec 2009, pp. 265-274. 2009.
V.P. Sakthivel, R. Bhuvaneswari, and S. Subramanian, "Application of modern optimization techniques to the parameter estimation of induction motor from manufacturer data.", International Journal on Electronic and Electrical Engineering, Volume 2, Number 2, Feb 2009, pp. 46-63. 2009.
R. Balamurugan and S. Subramanian, "A simplified recursive approach to combined economic emission dispatch.", Electric Power Components and Systems, Volume 36, Number 1, Jan 2008, pp. 17-27. 2008.
R. Balamurugan and S. Subramanian, "Hybrid integer coded differential evolution -– dynamic programming approach for economic load dispatch with multiple fuel options.", Energy Conversion and Management, Volume 49, Number 4, Apr 2008, pp. 608-614. 2008.
R. Balamurugan and S. Subramanian, "Differential evolution based dynamic economic dispatch of generating units with valve-point effects.", Electric Power Components and Systems, Volume 36, Number 8, Aug 2008, pp. 828-843. 2008.
L. Lakshminarasimman and S. Subramanian, "A modified hybrid differential evolution for short term scheduling of hydrothermal power systems with cascaded reservoirs.", Energy Conversion and Management, Volume 49, Number 10, Oct 2008, pp. 2513-2521. 2008.
R. Bhuvaneswari, S. Subramanian and Arulmadhu, "A novel state estimation based on minimum errors between measurements using ant colony optimization technique.", International Journal of Electrical Engineering, Volume 15, Number 6, Apr 2008, pp. 457-467. 2008.
R. Balamurugan and S. Subramanian, "A simplified dynamic programming approach to economic dispatch of thermal units.", International Journal of Electrical Engineering, Volume 15, Number 2, Apr 2008, pp. 111-120. 2008.
R. Balamurugan and S. Subramanian, "An improved dynamic programming approach for economic dispatch with generator constraints and transmission losses.", Journal of Electrical Engineering and Technology, Volume 3, Number 3, Apr 2008, pp. 320-330. 2008.
M. Anitha, S. Subramanian and R. Gnanadas, "Optimal powerflow constrained by transient stability based on improved particle swarm optimization.", International Journal of Intelligent Systems Technologies and Applications, Volume 5, Number 1, Jun 2008, pp. 68-82. 2008.
M. Anitha and S. Subramanian, "Modified PSO based stable power flow with ramping rents.", Journal of Electrical Engineering, Volume 8, Number 2, Feb 2008, pp. 16-21. 2008.
R. Bhuvaneswari, S. Subramanian and G. Thomas Bellarmine, "Differential evolution based design of three phase induction motor.", International Journal of Applied Mathematical Analysis and Applications, Volume 2, Number 1, Jan 2007, pp. 33-46. 2007.
S. Padma, R. Bhuvaneswari and S. Subramanian, "Application of soft computing techniques to induction motor design.", International Journal for Computation and Mathematics in Electrical and Electronics Engineering, Volume 26, Number 5, Dec 2007, pp. 1324-1345. 2007.
M. Anitha, S. Subramanian and R. Gnanadas, "FDR PSO based transient stability constrained optimal power flow solution for deregulated power industry.", Electric Power Components and Systems, Volume 35, Number 0, Nov 2007, pp. 1219-1232. 2007.
S. Muralidharan, K. Srikrishna and S. Subramanian, "Self adaptive dynamic programming for economic thermal power dispatch.", International Journal of Power and Energy Systems, Acta Press, Volume 27, Number 4, Mar 2007, pp. 3673-3678. 2007.
R. Kannan, R. Bhuvaneswari and S. Subramanian, "Optimal design of three phase induction motor using particle swarm optimization.", Iranian Journal for Electrical and Computer Engineering, Volume 6, Number 2, May 2007, pp. 105-111. 2007.
R. K. Santhi and S. Subramanian, "Combined economic-environmental dispatch using adaptive simulated annealing technique.", Journal of Current Science, Volume 10, Number 1, Jan 2007, pp. 43-50. 2007.
S. Subramanian and R. Bhuvaneswari, "Optimal design of single phase induction motor using particle swarm optimization.", International Journal for Computation and Mathematics in Electrical and Electronics Engineering, Volume 26, Number 2, Apr 2007, pp. 418-430. 2007.
S. Subramanian and R. Bhuvaneswari, "Optimum design of self excited cage induction generator using particle swarm optimization.", Iranian Journal for Electrical and Computer Engineering, Volume 6, Number 1, Nov 2007, pp. 3-10. 2007.
R. Balamurugan and S. Subramanian, "Self-Adaptive differential evolution based power economic dispatch of generators with valve-point effects and multiple fuel options.", International Journal of Computer Science and Engineering, Volume 1, Number 3, Mar 2007, pp. 10-17. 2007.
R. Balamurugan and S. Subramanian, "An improved differential evolution based dynamic economic dispatch with non smooth fuel cost function.", International Journal of Electrical Systems, Volume 3, Number 3, Mar 2007, pp. 151-161. 2007.
L. Lakshminarasimman and S. Subramanian, "Hydrothermal optimal power flow using modified hybrid differential evolution.", Caledonian Journal of Engineering, Volume 3, Number 1, Jan 2007, pp. 8-14. 2007.
L. Lakshminarasimman and S. Subramanian, "Hydrothermal coordination using modified mixed integer hybrid differential evolution.", International Journal of Energy Technology and Policy, Volume 5, Number 4, Sep 2007, pp. 422-439. 2007.
S. Muralidharan, K. Srikrishna and S. Subramanian, "A novel pareto-optimal solution for multiobjective economic dispatch problems.", Iranian Journal for Electrical and Computer Engineering, Volume 6, Number 2, May 2007, pp. 112-118. 2007.
S. Muralidharan, K. Srikrishna and S. Subramanian, "Optimized power generation using dynamic programming.", International Energy Journal, Volume 8, Number 1, Sep 2007, pp. 217-224. 2007.
S. Subramanian and R. Bhuvaneswari, "Evolutionary programming based determination of induction motor efficiency.", Electric Power Components and Systems, Volume 34, Number 0, May 2006, pp. 565-576. 2006.
S. Subramanian and R. Bhuvaneswari, "Comparison of modern optimization techniques with applications to single phase induction motor design.", Electric Power Components and Systems, Volume 34, Number 0, May 2006, pp. 497-507. 2006.
S. Subramanian and R. Bhuvaneswari, "Improved fast evolutionary programming for optimum design of power transformer.", International Journal for Computation and Mathematics in Electrical and Electronics Engineering, Volume 25, Number 4, Nov 2006, pp. 995-1006. 2006.
L. Lakshminarasimman and S. Subramanian, "Short term scheduling of hydrothermal power system with cascaded reservoirs using modified differential evolution.", IEE Proceedings, Generation Transmission and Distribution, Volume 153, Number 6, Nov 2006, pp. 693-700. 2006.
S. Muralidharan, K. Srikrishna and S. Subramanian, "Emission constrained economic dispatch- A new recursive approach.", Electric Power Components and Systems, Volume 34, Number 3, Mar 2006, pp. 343-353. 2006.
R. Bhuvaneswari and S. Subramanian, "Optimization of three-phase induction motor design using simulated annealing algorithm.", Electric Power Components and Systems, Volume 33, Number 0, Sep 2005, pp. 947-956. 2005.
S. Subramanian and R. Bhuvaneswari, "Multi objective optimal design of three phase induction motor using simulated annealing technique.", International Journal for Computation and Mathematics in Electrical and Electronics Engineering, Volume 24, Number 4, Dec 2005, pp. 1415-1427. 2005.
List of Conferences - National
S. Siva Sakthi, R.K. Santhi, N. Murali Krishnan, S. Ganesan and S. Subramanian, Environmental power unit commitment by including wind power generation, Intelligent Computing Techniques in Electrical and Electronics Engineering, ICTEEE 17, Mar 22-22, 2017, Mailam, pp. 4-13. Mailam, Mailam Engineering College.
S. Subramanian and S. Padma, Optimal design of transformer using bio-inspired algorithm, IEEE Proceedings of Second National Conference on Intelligent Techniques in Control, Optimization and Single Processing INCOS 2011, Sep 14-16, 2011, Kalasalingam University, Krishankoil, pp. 25-29. India, Kalasalingam University, Krishankoil.
R. Balamurugan and S. Subramanian, A differential evolution algorithm for economic power dispatch with generator constraints, All India Seminar on Generation Economics and Grid Security, Apr 13-14, 2007, Nagpur, pp. 40-45. India, GridSafe 2007.
R. Kannan, R. Bhuvaneswari and S. Subramanian, Optimization of induction generator design using simulated annealing technique, National Power Systems Conference, Dec 26-27, 2006, Roorkee, pp. 1-6. India, IIT, Roorkee.
R. Balamurugan and S. Subramanian, A particle swarm optimization for short term hydrothermal Scheduling, National Systems Conference, Nov 2-4, 2006, Goa, pp. 1-6. India, National Systems Conference, Goa.
M. Anitha, S. Subramanian, R. Gnanadas and P. Rajasundari, Transient stability constrained optimal power flow, National Power Engineering Conference, Dec 16-17, 2005, Thiagarajar College of Engineering, Madurai, pp. 38-40. India, Thiagarajar College of Engineering, Madurai.
R. Bhuvaneswari and S. Subramanian, Optimization of single -– phase induction motor design using Radial basis function network, IEEE Indicon 2005, Dec 11-13, 2005, IIT, Chennai, pp. 35-40. India, IIT, Chennai.
L. Lakshminarasimman, S. Muralidharan and S. Subramanian, An user friendly composite scheduling equation for eco-friendly power generation, IEEE Annual Conference INDICON 2004, Dec 20-22, 2004, IIT, Kharagpur, pp. 91-94. IIT Kharagpur, IEEE.
S. Muralidharan, K. Srikrishna and S. Subramanian, Self adaptive dynamic programming technique for emission constrained power dispatch in a thermal power plant, IEEE Annual Conference INDICON 2004, Dec 20-22, 2004, IIT, Kharagpur, pp. 95-98. USA, IEEE.
R. Bhuvaneswari and S. Subramanian, Simulated annealing based starting torque optimization of single phase capacitor motor, IEEE Conference on Power Electronics in Energy Conservation, Feb 19-19, 2004, Hindustan College of Engineering, Chennai, pp. 80-85. USA, IEEE.
R. Balamurugan and S. Subramanian, Indian electric power sector -– Mutatis Mutandis, National Seminar on Emerging Trends in Power System Operation and Control, Dec 27-29, 2003, GVP College of Engineering, Visakhapatnam , pp. 37-42. India, GVP College of Engineering, Visakhapatnam .
R. Bhuvaneswari and S. Subramanian, A new mathematical solution technique for optimal capacitor placement in single phase induction motor, National Conference on “Mathematical and Computations Models”, Dec 11-12, 2003, Coimbatore, pp. 25-29. India, PSG College of Technology.
R. Bhuvaneswari and S. Subramanian, Simulated annealing algorithm application to starting torque optimization in split phase induction motor, National Conference on “Mathematical and Computations Models”, Dec 11-12, 2003, Coimbatore, pp. 35-39. India, PSG College of Technology.
L. Lakshminarasimman and S. Subramanian, An user friendly equation for generation side management, National Conference on Power System Data Repository and Load Research, Nov 20-21, 2003, Central Power Research Institute, Bangalore, pp. 125-132. India, Central Power Research Institute, Bangalore.
R. Bhuvaneswari and S. Subramanian, A novel way to determine optimum starting torque of split phase induction motor, National Conference on Power Conversion and Industrial Control, Jan 3-4, 2003, N.S.S College of Engineering, Palaghat, Kerala, pp. 12-19. India, N.S.S College of Engineering.
S. Subramanian, Wind Electric Power- An Over-view, National Conference on Electrical Energy Conservation and Management, Mar 2-3, 2002, Annamalai University, Annamalainagar, pp. 20-23. India, Annamalai University.
S. Subramanian, K.R. Nayar and K. Srikrishna, Economic dispatch with many aspects of penalty cost of emission - Loss included, Thermal Centenary Celebrations, 1999, Seminar on " Energy and Environment in the Context of Thermal Power Generation, Jul 15-16, 1999, Lucknow, pp. 44-50. India, IIT, Roorkee.
S. Subramanian, K.R. Nayar and K. Srikrishna, Unit commitment problem in a power plant - A novel way of common lambda, All India Seminar on" Electric Energy System Management- Indian Scenario”, Sep 4-5, 1998, Roorkee, pp. 12-17. India, IIT, Roorkee.
S. Subramanian, K.R. Nayar and K.Srikrishna, Inter area power transfer - A realistic approach, National Conference on Trends and Challenges in large Interconnected Power Systems - Trips -– '98, Feb 14-15, 1998, REC, Warangal, pp. 25-31. India, REC.
List of Conferences - International
E. Umamaheswari, S. Ganesan , M. Abirami and S.Subramanian, Stochastic Model Based Reliability Ceneterd Preventive Generator Maintenance Planning using Ant Lion Optimiser, International Conference on Circuits Power and Computing Technologies, Apr 20-21, 2017, KOLLAM, INDIA, pp. 1-8. USA, IEEE.
E. Umamaheswari, S. Ganesan, M. Abirami and S. Subramanian, Deterministic reliability model based preventive generator maintenance scheduling using ant lion optimizer, International Conference on Circuit, Power and Computing Technologies [ICCPCT], Mar 18-19, 2016, Nagercoil, pp. 1-8. Nagercoil, IEEE.
V.P. Sakthivel and S. Subramanian, Using MPSO algorithm to optimize three-phase squirrel cage induction motor design, IEEE International conference on Emerging Trends in Electrical and Computer Technology, Mar 23-24, 2011, St. Xavier's Catholic College of Engineering, Nagercoil, pp. 261-267. India, IEEE.
V.P. Sakthivel and S. Subramanian, Energy conservation through improved design of threephase cage induction motor using BFO algorithm, IEEE International Conference on Computer, Communication and Electrical Technology, Mar 18-19, 2011, National College of Engineering, Tirunelveli, pp. 328-333. USA, IEEE.
V.P. Sakthivel and S. Subramanian, Swarm Intelligence Algorithm for Induction Motor Field Efficiency Evaluation, International Conference on Swarm, Evolutionary and Memetic Computing (SEMCCO 2010), Dec 16-18, 2010, SRM University, Chennai, pp. 545-558. India, SRM University, Chennai.
R. Bhuvaneswari, S.K. Srivastava, C.S. Edrington, D.A. Cartes and S. Subramanian, Intelligent agent based auction by economic generation scheduling for microgrid operation, nnovative Smart Grid Technologies, ISGT 2010, IEEE Power Engineering Society Meeting, Jan 19-21, 2010, Gaithersburg, Maryland, USA, pp. 210-216. USA, IEEE.
V.P. Sakthivel, R. Bhuvaneswari and S. Subramanian, In-situ induction motor efficiency estimation using improved particle swarm optimization, International conference on Advances in energy conversion technologies, Jan 7-10, 2010, Manipal, pp. 59-63. Manipal, Manipal Institute of Technology.
R. Bhuvaneswari, C.S. Edrington, D.A. Cartes and S. Subramanian, Economic emission generation scheduling in a microgrid using an improved fast evolutionary programming technique, North American Power Symposium (NAPS) 2009, Oct 4-6, 2009, Starkville, MS, USA, pp. 1-6. USA, IEEE.
R. Bhuvaneswari, V.P. Sakthivel, S. Subramanian and G. Thomas Bellarmine, Hybrid approach using GA and PSO for alternator design, IEEE SOUTHEASTCON 2009, Mar 5-8, 2009, Atlanta, pp. 169-174. USA, IEEE.
R. Geetha, R. Bhuvaneswari and S. Subramanian, Artificial immune system based combined economic and emission dispatch, IEEE Region 10 conference, TENCON 2008, Nov 19-21, 2008, Hyderabad, pp. 1-6. USA, IEEE.
M. Anitha, S. Subramanian and R. Gnanadas, Transient stability constrained optimal power dispatch with linear ramping model, IEEE Power Engineering Society Meeting, Jul 20-24, 2008, Pitsburgh, pp. 1-7. USA, IEEE.
M. Anitha, S. Subramanian and R. Gnanadass, FDR PSO based stable power flow for deregulated power industry, 39th North American Power Symposium , Sep 30-2, 2007, New Mexico, pp. 676-682. USA, IEEE.
R. Balamurugan and S. Subramanian, A simplified composite fuel cost model with emission coefficients for a thermal plant, International Conference on Modeling and Simulation, Coimbatore Institute of Technology, Aug 27-29, 2007, Coimbatore, pp. 394-399. India, CIT-Coimbatore.
L. Lakshminarasimman and S. Subramanian, Short term scheduling of fixed head hydrothermal systems: A modified hybrid differential evolution approach, International Conference on Modeling and Simulation, Aug 27-29, 2007, Coimbatore, pp. 745-750. India, CIT-Coimbatore.
M. Kalpanadevi, R. Bhuvaneswari and S. Subramanian, Differential evolution based state estimation of electric power systems, International Conference on Emerging Electric Power Systems, Jan 12-14, 2007, Kolkatta, pp. 111-119. India, Jadvpur University.
M. Anitha, S. Subramanian and R. Gnanadas, A transient stability constrained optimal power flow by improved particle swarm optimization, International Conference on Emerging Electric Power Systems, Jan 12-14, 2007, Kolkatta, pp. 121-125. India, Jadvpur University.
R. Balamurugan and S. Subramanian, A simplified mathematical model for combined economic emission dispatch, International Conference on Emerging Electric Power Systems, Jan 12-14, 2007, Kolkatta, pp. 93-99. India, Jadvpur University.
L. Lakshminarasimman and S. Subramanian, Multiarea power system unit commitment with tie line constraints using modified mixed integer hybrid differential evolution, International Conference on Emerging Electric Power Systems, Jan 10-12, 2007, Kolkatta, pp. 129-135. India, Jadvpur University.
S. Padma, R. Bhuvaneswari and S. Subramanian, Optimal design of power transformer using simulated annealing technique, IEEE International Conference on Industrial Technology, Dec 15-17, 2006, Mumbai, pp. 1015-1019. USA, IEEE.
R. K. Santhi and S. Subramanian, A reannealing algorithm to hydrothermal power flow, International Interdisciplinary Conference on Sustainable Technologies for Environmental Protection , Jan 7-9, 2006, Coimbatore, pp. 1-6. India, CIT-Coimbatore.
R. K. Santhi and S. Subramanian, Economic - environmental dispatch using an adaptive annealing technique, International Interdisciplinary Conference on Sustainable Technologies for Environmental Protection, Jan 7-9, 2006, Coimbatore, pp. 115-119. India, CIT-Coimbatore.
L. Lakshminarasimman and S. Subramanian, Multi-area power system economic dispatch with tie line constraints using differential evolution, International Conference CERA, Sep 29-1, 2005, Roorkee, pp. 291-294. India, IIT, Roorkee.
R. Bhuvaneswari and S. Subramanian, Fuzzy logic approach to three phase induction motor design, International Conference CERA , Sep 28-2, 2005, Roorkee, pp. 280-290. India, IIT, Roorkee.
S. Muralidharan K. Srikrishna and S. Subramanian, A novel dynamic programming approach to emission constrained economic dispatch, International Conference on Robotics, Vision, Information and Signal Processing, Jul 20-22, 2005, Malaysia, pp. 322-326. Malaysia, USM.
S. Subramanian, M. Anitha and R. Gnanadas, Optimal power flow solution for practical power systems using evolutionary programming, International Conference on Robotics, Vision, Information and Signal Processing , Jul 20-22, 2005, Malaysia, pp. 368-371. Malaysia, USM.
S. Subramanian, and R. Bhuvaneswari, Fuzzy logic approach to design of single phase induction motor, International Conference on Robotics, Vision, Information and Signal Processing, Jul 20-22, 2005, Malaysia, pp. 327-331. Malaysia, USM.
G. Thomas Bellarmine, R. Bhuvaneswari and S. Subramanian, Radial basis function network based design optimization of induction motor, IEEE Southeastcon Conference, Mar 31-2, 2005, Memphis, pp. 75-80. USA, IEEE.
S. Subramanian, K.R. Nayar and K. Srikrishna, A simple analytic approach for power system generation planning, International Conference on Global Power Requirements for 21stCentury with special emphasis on Developing Nations, Nov 29-1, 1999, Jabalpur, pp. 284-289. India, IOE.
S. Subramanian, K.R. Nayar and K. Srikrishna, Plant generation planning with emission constraint -– Analytic approach, International Conference on Robotics, Vision and Parallel processing for automation, Jul 16-18, 1999, Ipoh, Perak, Malaysia, pp. 344-350. Malaysia, Malaysia Sains University.
S. Subramanian, K.R. Nayar and K. Srikrishna, System generation planning with emission constraint and loss inclusion -– Analytic approach, International Conference on Robotics, Vision and Parallel processing for automation, Jul 16-18, 1999, Ipoh, Perak, Malaysia, pp. 336-343. Malaysia, Malaysia Sains University.
S. Subramanian, K.R. Nayar and K. Srikrishna, Economic dispatch with many aspects of penalty cost of emission - Loss neglected, Thermal Centenary Celebrations, 1999, Seminar on" Energy and Environment in the Context of Thermal Power Generation", Jul 15-16, 1999, Lucknow, pp. 37-43. India, IIT, Roorkee.
S. Subramanian, K.R. Nayar and K. Srikrishna, Simplified optimum plant generation cost equation, Power Quality 98, Jun 18-20, 1998, Hyderabad, pp. 27-34. USA, IEEE.
S. Subramanian, K.R. Nayar and K. Srikrishna, Power quality'98 - A critical review, Power Quality ' 98, Jun 18-20, 1998, Hyderabad, pp. 262-272. USA, IEEE.
List of Book Published
L. Lakshminarasimman and S. Subramanian, Modeling and Simulation (Emerging Methods Towords Frontier Technologies in Chemical and Physical Sciences), Allied Publishers Pvt. Ltd., Chennai: Allied Publishers , 81-8424-219-0, pp. 745-750. Dec 2007, www.alliedpublishers.com..
L. Lakshminarasimman and S. Subramanian, Advances in Differential Evolution- Application of Differential Evolution to Power System Optimization, Springer-Verlag Berlin: Springer, 978-3-540-68827-3, pp. 257-273. Mar 2008, springerlink.com..
List of Awards /Honours / Memberships
AWARD: Best Researcher Award (Annamalai University) - YEAR 2009
Indian Science Congress Association (Engineering Sciences) - L10841
ISTE - India - LM 11191
SSI - System Society of India - SSI T 1302/970 LM 25081
Fellow IOE (India) - 1130982@112
Senior Member IEEE - 90389250