Faculty

Dr M.Rajalakshmi

 mrimect@tce.edu

31

PUBLICATIONS       

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SPONSORED PROJECTS

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CONSULTANCY PROJECTS

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M.E./Ph.D. SCHOLARS

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SEMINAR, CONFERENCE, WORKSHOP ATTENDED

 Experience

PERIOD NO OF YEARS DESIGNATION INSTITUTION
03-05-2012 to 20-04-2019 6.11 Assistant Professor Kamaraj College of Engineering and Technology, Madurai
02-12-2019 to 30-10-2020 .10 Assistant Professor Ultra College of Engineering and Technology
23-02-2021 to 08-07-2022 1.5 Associate Professor Jyothi Engineering College, Thrissur
13-07-2022 to 05-07-2023 1 Associate Professor Sethu Institute of Technology, Viruthunagar
07-07-2023 to Till date . Assistant Professor Thiagarajar College of Engineering, Madurai

 Publications

 Journals
  1. M. Rajalakshmi, et al.,"Prediction of FlankWear during Turning of EN8 Steel with Cutting Force Signals Using a Deep Learning Approach",Mathematical Problems in Engineering,Volume 2023. (IMF - 1.43).
  2. M. Rajalakshmi, S.Jeyadevi, C.Karthik, "Recurrent Neural Network Identification: Comparative Study on Nonlinear Process in IJIRSET, Volume 3, Special issue 3, March 2014,(IMF-1.682).
  3. M. Rajalakshmi, and C. Karthik, "Non linear structure identification of pH process," IEEE xplore, 2012, pp. 45-48.
  4. M. Rajalakshmi, S.Kalyani, S.Jeyadevi, C.Karthik, "Nonlinear Identification of pH Process using Support vector Machine” in International Journal of Computer Application(IJCA)(0975-8887), December 09, 2013,(IMF-0.791).
  5. K.Athiappan, C.Karthik, M.Rajalakshmi, Chowdhury Subrata, Hamidreza Rabiei Dastjerdi,Yang Liu,Christian Fernández- Campusano,and Mehdi Gheisari, “ Identifying Influencing Factors of Road Accidents in Emerging Road Accident Blackspots”, Advances in Civil Engineering, Vol.5,2022. (IMF- 1.90).
  6. C.Karthik., K. Valarmathi., M. Rajalakshmi , “Support vector regression and model reference adaptive control for optimum control of nonlinear drying process” in TAPPI International Journal, FEBRUARY 2016, VOL. 15, NO. 2, Pg.No 111. ISSN 0734-1415, 2016.(IMF -0.702).
  7. M. Rajalakshmi, S.Jeyadevi, C.Karthik, “An Application of Hybrid Firefly and PSO with Support Vector Regression for Modeling a Clarifier Process in Sugar Industry”, IEEExplore, pp. 1-10. DOI:10.1109/NPEC.2018.8476695, October 2018.
  8. C.Karthik., K. Valarmathi., M. Rajalakshmi, “Support vector regression and modelreference adaptive control for optimum control of nonlinear drying process” in TAPPI International Journal, FEBRUARY 2016, VOL. 15, NO. 2, Pg.No 111. ISSN 0734-1415, 2016.(IMF -0.702).
  9. Rajalakshmi M, Jeyadevi S, Karthik C, “Constraint STA Optimization for Nonlinear Modeling and Modified MRAC of Drying Process in Paper Industry”, TAGA Journal of Graphic Technology, volume-14, ISSN: 1748-0345, pp-4585-4599, 2018.
  10. Rajalakshmi M, Jeyadevi S, Karthik C, “A computer aided controller design for a nonlinear process using Lagrangian Based State Transition Algorithm”, Circuits, Systems, and Signal Processing, ISSN 0278-081X, vol. 39, no. 2, pp. 977-996, 2019. (IMF -1.998).
  11. Karthik.C, Rajalakshmi M, Saravanakumar G, Asan Mohideen K, Sanjeevi GP, Annand Nayar, Mohammed A, Yunyong N “Modified Cascade Controller Design for Unstable Processes With Large Dead Time”, IEEE Access, vol-8, Aug 2020. (IMF – 3.745)
  12. Karthik.C, Weidong Zhang, Rajalakshmi M, Xiumei Xu, Yu Sun “Observer-based decentralized model reference adaptive controller for the drying process of the paper industry” International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems,Vol.28, no.2, page 93-110, DEC 2020.
  13. M.Rajalakshmi, V. Saravanan, V. Arunprasad, C.A.T. Romero, O.I. Khalaf and C. Karthik, “Machine Learning for Modeling and Control of Industrial Clarifier Process”, TSP - Intelligent Automation ,2022.
  14. Wenya Li, Karthik.C, Rajalakshmi M, Big data visualization for In-situ data exploration for sports person, Computers
  15. C.Karthik, M. Rajalakshmi, K. Valarmathi, "Intelligent Identification of Moisture Control of Drying process in paper machine" in CiiT International Journal of Automation and Autonomous System Print: ISSN 0974 – 9659 & Online: ISSN 0974 – 9551.Issue: July2012,DOI: AA072012019. (IMF-0.134).
  16. M. Rajalakshmi, C.Karthik, "Nonlinear Identification of pH process by Using NNARX Model" in CiiT International Journal of Artificial Intelligent Systems and Machine Learning Print: ISSN 0974 – 9667 & Online: ISSN 0974 – 9543.Issue: July 2012, DOI: AIML072012016.(IMF-0.763)
 Conferences
  1. Published Paper "Nonlinear Identification of pH process by Using NNARX Model" in International Conference on Computing and Control Engineering (ICCCE 2012), 12 & 13 April, 2012, Dr.M.G.R Educational and Research Institute University.
  2. Rajalakshmi M., Harishna S, et al., “Non Invasive Blood Glucose Monitoring Using Pulse and Respiration Rate” in International conference on Advancements in science, Management and Engineering (ICSME) 2023 organized by Global conference Hub, KCT Tech park, Coimbatore, Tamil Nadu on 24th and 25th June 2023.
  3. Published Paper “Nonlinear Structure Identification of pH Process” in International conference ICAESM 2012, EGS Pillay Engineering college, Nagapattinam.
  4. Published Paper “Nonlinear Identification of pH Process Using Support Vector Machine” in International conference ICIIIOS’13, 1& 2nd March, Karunya university, Got Acceptance to publish in IJCA, 2013.
  5. Published paper “GA-MMRAC for Moisture Control in Paper Making Process” in the International Conference on Control, Instrumentation, Communication and Computational Technologies (ICCICCT 2014) on 11th July, 2014 at Noorul Islam University, Kumaracoil, Thuckalay.
  6. Published paper “Design and Development of Automatic input feeder for Bio-Fuel Reactor in paper Industry” in International Conference of Applications of Engineering, Science & technology, 28th March 2015,Madurai Institute of Engineering and Technology, Madurai.
  7. Published paper “Study of manufacturing process in belt industries” in International Conference on Research Advances in Electrical Electronics & Communication 2016.ISBN:978-81-930654-5-8 at St Anns College of Engineering and Technology, Chirala, Andhra Pradesh on 19th March 2016.
  8. Published paper “Comparison of Evolutionary Algorithm Modified Fuzzy MRAC for Optimum control to Industrial Drying process”, in International conference on Recent trends in Electrical, Electronics & Communication Engineering (REECE-17), organized by P.S.R Engineering college, Sivakasi.
  9. Published paper “wiener laguerre with volterra kernel identification for complex chemical process” in International Conference on Power and Energy Systems on 21st and 22nd December 2017 at Velammal College of Engineering and Technology, Madurai.
  10. Published paper “Design of state feedback controller for a four tank process and monitoring using IoT” in International Conference on New Scientific creations in Engineering and Technology on 22nd March 2019 at Nadar Saraswathi College of Engineering and Technology, Theni.
  11. Published paper “Observer based feedback controller design for four tank process” in International Conference on Veracity Research in Scientific Computation and Engineering Trends on 23rd March 2019 at V.R.S. College of Engineering and Technology, Arasur.
  12. Rajalakshmi M., Hunachew M., Karthik C., Shamim E Varkey., “ANN based Fractional order PID controller design for pitch control of Boeing 747-400” in International Conference on Artificial Intelligence and Energy System (ICAIES-2021) by Institute of Technical and Scientific Research, June 2021.
  13. Rajalakshmi M., Karthik C., et al., “Optimal Placement of Voltage Regulator and Capacitor for Distribution System” in 4th International Conference on Systems, Computation, Automation and Networking held at Manakula Vinayagar Institute of Technology on 30th July and 31st July 2021.
 Books
  1. A. Ravi Raja ,Sri Tellakula Ramya , M. Rajalakshmi , Duddukuru Sai Lokesh , "A convolutional neural network for scoring of sleep stages from raw single-channel EEG signals", IET Digital Library, Deep Learning in Medical Image Processing and Analysis, October 2023.
  2. Book Edited : "Machine Learning for Health Care System: Foundations and Applications",Health Care System,River Publisher,2023.

 Lectures Delivered

TOPIC DELIVERED AT PERIOD
MATLAB Fundamentals Smart Cliff Learning Solutions LLP, Coimbatore 29-07-2022 to 30-07-2022
IEEE sponsored 2022 international conference on Advances in computing, communication and Applied informatics St. Joseph’s College of Engineering, Chennai 28-01-2022 to 29-01-2022
5th National Level IEEE Project Competition-2021" Organized by IEEE Student Branch (STB17861) Bangalore Section and IEEE Mysore Subsection 26-06-2021 to 26-06-2021

  Awards and Honours

  1. Mechatronics Specialization -Best Young Researcher Award, Novel Research Academy, Pondicherry, India

 Visits Abroad

PLACE PURPOSE DURATION
Ethiopia Lab Visit - PLC 1 month

 Membership

NAME OF SOCIETY DETAILS PERIOD
ISTE – Indian Society for Technical Education LM86896
Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP) 2023-2024

  Other Achievements

  1. Successfully completed the prototype “Noninvasive Blood glucose monitoring using Pulse and Respiration rate” and submitted under STARTUP TN, Madurai for funding.
  2. Granted-IoT Based wearable monitoring device
  3. Filed & Published-Artificial Intelligence based Biosensor device to detect Breast Cancer
  4. Esteemed Judge Panelists from KTU – Kerala Technological University
  5. Grant Patent - Vision Based Multi Object Tracking and Localization From Autonomous Aerial Vehicle
  6. Filed & Published -Wearable Devices Using Low Power Wide Area Network (Lpwan) For Self Health Monitoring