Dr. N. Sivakumaran
Professor

International Journals

  1. K K Singh, G Benny, N Sivakumaran, TK Radhakrishnan, K Sankar, Nonlinear modeling and control of hydrogen generating system. International Journal of Green Energy, (2025) 1-19. https://doi.org/10.1080/15435075.2025.2456078
  2. K Mohamed Hussain, N Sivakumaran, TK Radhakrishnan, G Swaminathan, S Sankaranarayanan, Short-term water demand prediction using stacking regression–based machine learning. Water Practice and Technology , (2024) 19 (12): 4773–4796. https://doi.org/10.2166/wpt.2024.292.
  3. Madan S, Nishanth K, Arunganesh K, Sivakumaran N, Karthick P A, RECOGNITION OF LOWER LIMB MOVEMENTS FROM THE TIME DOMAIN FEATURES OF SURFACE EMG AND CATBOOST CLASSIFIER. Biomed Sci Instrum, Vol 60 (1) April 2024. https://doi.org/10.34107/JIDC6560116.
  4. Madan S, Arunganesh K, Sivakumaran N, Karthick P A, WAVELET BASED INDEPENDENT COMPONENT FEATURES FOR CLASSIFICATION OF LOWER-LIMB MOVEMENTS FROM SURFACE EMG SIGNALS. Biomed Sci Instrum, Vol 60 (1) April 2024. https://doi.org/10.34107/JIDC6560109.
  5. S. Prasanth, S. Narayanan, N Sivakumaran, H. Pratheesh, The control of superheater steam temperature in power plants using model predictive controller. Computers and Electrical Engineering , 115, 109109, 2024. https://doi.org/10.1016/j.compeleceng.2024.109109.
  6. K Nimmi, B Janet, A Kalai selvan, N Sivakumaran, Hprxf model: An ensemble transfer learning-based fusion model for handling pandemic-related calls received by the emergency response support system. Journal of Ambient Intelligence and Humanized Computing, 55 (3), 2035-2046, 2024. https://doi.org/10.1007/s12652-023-04690-x
  7. Revathi, S., Sivakumaran, N. & Radhakrishnan, T.K, Enhancement in Smart Operation of Greenhouse Environment Using Intelligent Biomimetic Control Framework. SN Computer Science, 5 (3), 287, 2024. https://doi.org/10.1007/s42979-024-02611-z
  8. AK Selvan, N Sivakumaran, Crime detection and crime hot spot prediction using the BI-LSTM deep learning model. International Journal of Knowledge-Based Development, 14 (1), 57-86, 2024. https://doi.org/10.1504/IJKBD.2024.137600
  9. M Saravanabalaji, N Sivakumaran, S Ranganthan, V Athappan, Acoustic signal based water leakage detection system using hybrid machine learning model. Urban Water Journal, 20 (9), 1123-1139, 2023.https://doi.org/10.1080/1573062X.2023.2239782
  10. J. Mathew, N Sivakumaran, P. A. Karthick, Variational Mode Decomposition-Based Moment Fusion for the Detection of Seizure Types From the Scalp EEG Measurements. IEEE Transactions on Instrumentation and Measurement,.vol. 72, pp. 1-12, Art no. 4012212, 2023.doi: 10.1109/TIM.2023.3323988.
  11. K Arunganesh, G Nagarajan, N Sivakumaran, PA Karthick, Recognition of lower limb movements using machine learning methods and bispectral maps of wireless sEMG measurements. IEEE Sensors Letters.7 (9), 1-4, 2023.doi:10.1109/LSENS.2023.3307108.
  12. S Sankaranarayanan, G Swaminathan, Thota K Radhakrishnan, Natarajan Sivakumaran, An enhanced dynamic soft sensor–based online estimation of missing data for water distribution system with inherent disturbances. International Journal of Communication Systems .36(12):e4135, 2023.https://doi.org/10.1002/dac.4135.
  13. K Mohamed Hussain, N Sivakumaran, S Sankaranarayanan, An enhanced dynamic soft sensor–based online estimation of missing data for water distribution system with inherent disturbances. Transactions of the Institute of Measurement and Control .45 (8), 1579-1603, 2023.https://doi.org/10.1177/01423312221147553.
  14. J Mathew, N Sivakumaran, PA Karthick, Automated detection of seizure types from the higher-order moments of maximal overlap wavelet distribution. Diagnostics .13 (4), 621, 2023.https://doi.org/10.3390/diagnostics13040621.
  15. S Prasanth, S Narayanan, N Sivakumaran, RS Sharanya Rominus, A hybrid technique to control superheater steam temperature in power plants using multi modeling and predictive sliding mode control. Sustainable Energy Technologies and Assessments .55,102912, 2023.https://doi.org/10.1016/j.seta.2022.102912.
  16. AK Selvan, K Nimmi, B Janet, N Sivakumaran, Emotion detection on phone calls during emergency using ensemble model with hyper parameter tuning. International Journal of Information Technology .15(2),745-757, 2023.https://doi.org/10.1007/s41870-022-01091-9.
  17. K Nimmi, B Janet, A Kalai Selvan, N Sivakumaran, Pre-trained ensemble model for identification of emotion during COVID-19 based on emergency response support system dataset. Applied Soft Computing.122,108842, 2022.https://doi.org/10.1016/j.asoc.2022.108842.
  18. Sateesh Kumar Vavilala,Vinopraba Thirumavalavan,Radhakrishnan Thota, Sivakumaran Natarajan, Design of the fractional order internal model controller using the swarmintelligence techniques for the coupled tank system. Turkish Journal of Electrical Engineering and Computer Sciences , 29(2), 1207-1225,2021. https://doi.org/10.3906/elk-2005-17.
  19. Arun Ganesh. K, Sivakumaran. N,, Kumaravel. S and Karthick. P. A, Analysis of Corticomuscular Coherence between Cortical and Lower Limb Muscle Activities. Journal of Biomedical Sciences Instrumentation, 57(3):378-385, July 2021. DOI: 10.34107/EOOV1225.07378
  20. L Maheswari, N. Sivakumaran, Differential flatness-based strategy of Photovoltaic/Battery/supercapacitor hybrid source for stand-alone system . Materials Today: Proceedings , 46, 10036-10042,2021. https://doi.org/10.1016/j.matpr.2021.06.094.
  21. R. Kondareddy, N. Sivakumaran, K. Radha Krishnan et.al., Performance evaluation and economic analysis of modified solar dryer with thermal energy storage for drying of blood fruit (Haematocarpus Validus). Journal of Food Processing and Preservation, 46, p.e15653,2021. https://doi.org/10.1111/jfpp.15653.
  22. R. Kondareddy, N. Sivakumaran, K. Radha krishnan et.al., Performance evaluation of modified forced convection solar dryer with energy storage unit for drying of Elephant apple (Dillenia Indica) Journal of Food Processing Engineering,2021https://doi.org/
  23. R. Kondareddy, N. Sivakumaran and P.K. Nayak, Drying kinetics of black turmeric (Curcuma caesia) with optimal controller assisted low cost solar dryer. Food Research, 3,373-379,2019. https://doi.org/10.26656/fr.2017.3(4).1 39.
  24. Joseph Mathew, N Sivakumaran, PA Karthick, Detection of Seizure Types from the Wavelet Energy of Scalp EEG, Biomedical Sciences Instrumentation,57(2), 2021 http://doi.org/10.34107/BiomedSciInstrum.57.04339.
  25. I Camarillo, JS Thulasidas, G Kalavathy, N Sivakumaran, et. al., Male Breast Cancer: Another look. G Med Sci. 2021; 2(2): 015-029. https://www.doi.org/10.46766/thegms.oncol.21040502.
  26. C.Sudalaimani, N Sivakumaran, P Devanand, G Alexander and S. Rominus Valsalam, SVM Classifier for Epileptic Seizure Prediction using Sub-Banding of IEEG Signals, Biomedical Engineering: Applications, Basis and Communications, https://doi.org/10.4015/S1016237221500241,20,2021.
  27. S.Revathi, N.Sivakumaran, T.K. Radhakrishnan, Design of solar-powered forced ventilation system and energy-efficient thermal comfort operation of greenhouse, Materials Today: Proceedings,2021, ISSN 2214-7853,https://doi.org/10.1016/j.matpr.2021.01.409.
  28. G. Ganapathy; N. Sivakumaran; M. Punniyamoorthy; Tryambak Chatterjee; Monisha Ravi, Improving the prediction accuracy of low back pain using machine learning through data pre-processing techniques, International Journal of Medical Engineering and Informatics (IJMEI),13(1), 2021, DOI: 10.1504/IJMEI.2021.111868.
  29. S Sankaranarayanan, N Sivakumaran, TK Radhakrishnan, G Swaminathan, Dynamic soft sensor based parameters and demand curve estimation for Water Distribution System: Theoretical and Experimental cross validation,Control Engineering Practice 102,2020, 104544.https://doi.org/10.1016/j.conengprac.2020.104544.
  30. Dhevendra Alagan, P., Sivakumaran, N. and Sainarayanan G. (2020 September) Retinal vessel segmentation using multifractal characterization, Applied Soft Computing (Elsevier), 94, 2020, 106439. https://doi.org/10.1016/j.asoc.2020.106439.
  31. Dhevendra Alagan P, Sivakumaran N, Sainarayanan G, Rachid J, Multifractal-based lacunarity analysis of trabecular bone in radiography, Computers in Biology and Medicine (Elsevier), 116, 2020, 103559. https://doi.org/10.1016/j.compbiomed.2019.103559
  32. L. Maheswari, N. Sivakumaran, K. R. Balasubramanian, G. Saravana Ilango, A unique control strategy to improve the life cycle of the battery and to reduce the thermal runaway for electric vehicle applications, Journal of Thermal Analysis and Calorimetry, 2020.
  33. L Maheswari and N. Sivakumaran‘An Isolated Single Switch High Step-Up DC / DC Converter with Three-Winding Transformer for Solar Photovoltaic Applications’, Journal of  Electrical Engineering, https://doi.org/10.1007/s00202-020-00959-y.
  34. N Sivakumaran, G Swaminathan, S Sankaranarayanan, TK Radhakrishnan, Unforeseen data estimation in water distribution system,1-7, CSI Transactions on ICT, Springer,2019. https://doi.org/10.1007/s40012-019-00241-y.
  35. S Sankaranarayanan, N Sivakumaran, TK Radhakrishnan, G Swaminathan, Missing data estimation and IoT based flyby monitoring of a Water Distribution System: Conceptual and experimental validation, International Journal of Communication Systems, 2019. doi.org/10.1002/dac.4135.
  36. S. Revathi, N. Sivakumaran, D. Ramajayam, M.S. Saraswathi, S. Backiyarani, S.Uma, “Growth estimation during hardening phase of tissue cultured banana plantlets under greenhouse environment using Bootstrapped Artificial Neural Network”, Journal of Environmental Biology, 2019. doi: 10.22438/jeb/40/4/MRN-948.
  37. Kondareddy, R., Sivakumaran, N. and Nayak, P.K. Drying kinetics of black turmeric (Curcuma caesia) with optimal controller assisted low cost solar dryer, Food Research, 3(4),373-379,2019.
  38. Dhevendra Alagan Palanivel, Sivakumaran Natarajan, Sainarayanan Gopalakrishnan, Mutifractals based multimodal 3D image registration. Biomedical Signal Processing and Control,47, pp 126-136, 2019.
  39. C.Sudalaimani, N. Sivakumaran, Thomas T. Elizabeth, Valsalam S. Rominus, Automated detection of the preseizure state in EEG signal using neural networks, Biocybernetics and Biomedical Engineering, 39, pp160-175, 2019.
  40. Revathi Soundiran, T. K. Radhakrishnan, Sivakumaran Natarajan, Modeling of greenhouse agro-ecosystem using optimally designed bootstrapping artificial neural network, Neural Computing and Applications, pp 1-16, 2018. doi.org/10.1007/s00521-018-3598-7.
  41. Karnan H, Natarajan S, Manivel R. Human machine interfacing technique for diagnosis of ventricular arrhythmia using supervisory machine learning algorithms. Concurrency Computat Pract Exper. 2018; e5001. https://doi.org/10.1002/cpe.5001
  42. Sankaranarayanan S, Sivakumaran N, Radhakrishnan TK, Swaminathan G. Metaheuristic-based approach for state and process parameter prediction using hybrid grey wolf optimization. Asia-Pac. J. Chem. Eng. 13(4);1-27,2018.
  43. L.Maheswari, R.Srinivas ,N.Sivakumaran, G.Saravanailango, C.Nagamani, A control Strategy to enhance the Life Time of the Battery in a Stand-alone PV System with DC Loads, IET Power Electronics,10 (9),pp.1087-1094, 2017.
  44. E.Sathish, N.Sivakumaran, S.Sankaranarayanan, Grey wolf optimization based parameter selection for support vector machines, International Journal for Computation and Mathematics in Electrical and Electronic Engineering, 35(5), pp.1513-1523, 2016.
  45. E.Sathish, N.Sivakumaran, Sishaj P Simon, S.Raghavan, Genetic algorithm based feature selection for classification of focal and non-focal intracranial Electroencephalographic signals, Journal of Scientific and Industrial Research,pp..
  46. E.Sathish, N.Sivakumaran, K.Radhakrishnan, S.Raghavan, T.K.Radhakrishnan, Importance of classification algorithms in epileptic seizure detection, Journal of Bioengineering and Biomedical, 6(3), pp. 1-2, 2016.
  47. Chinmay Sahu,V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Explicit Model Predictive Control of Split-type Air Conditioning System”, Transactions of the Institute of Measurement and Control (IF 0.736)
  48. Chinmay Sahu,V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Closed loop building data based estimation and Energy Efficient Model Predictive Control of Heating Ventilation and Air Conditioning System”, Ecotoxicology and Environmental Safety,121  236-243,2015.
  49. V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “A Metaheuristic Patient Estimation Based Patient Specific Fuzzy Aggregated Artificial Pancreas Design”, Industrial & Engineering Chemistry Research I&EC Res (ACS), 53(39),15052–15070,2014.(IF 2.235)
  50. V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Distributed Multiparametric Model Predictive Control Design for a Quadruple tank process”, Measurement, 47, 841-854, Elsevier, 2014. (IF 1.526)
  51. V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Multiparametric Model Predictive Control based regulation of Blood Glucose in type 1 Diabetics under unmeasured meal Disturbances: A Simulation Study”, Int. J. Biomedical Engineering and Technology, Inderscience, 14(2),105-118,2014.
  52. C.Ahilan, S.Kumanan, N.Sivakumaran, J.Edwin Raja Dhasd, “Modeling and prediction of machining quality in CNC turning process using intelligent hybrid decision making tools”, Journal on Applied Soft computing,Elsevier, 13,1543-1551, 2013. (IF 2.679)
  53. T.Vinopraba, N.Sivakumaran, S.Narayanan, T.K.Radhakrishnan, “Design of internal model control based fractional order PID controller”, Journal of Control Theory and Applications, 10 (3), 297-302, 2012.
  54. Rajni Jain, T.Vinopraba, T.K.Radhakrishnan, N.Sivakumaran, “Design of Fuzzy-PI Controllers for MIMO Process”, Control and Intelligent Systems (ACTA Press), 40 (4), 1-9, 2012. (DOI: 10.2316/Journal.201.2012.4.201-2220).
  55. Rajni Jain, N. Sivakumaran, T.K.Radhakrishnan, “Design of self tuning fuzzy controllers for nonlinear systems”, Expert Systems with Applications, Elsevier 38, 4466–4476, 2011. (IF 1.965)
  56. P.Satheeshkumar, T.Vinopraba, N.Sivakumaran, S.Raghavan, “Design and implementation of Model Predictive controller for Type I diabetics, Int. J. Biomedical Engineering and Technology, Inderscience, 6(4), pp. 422-430, 2011.
  57. S.Nithya, N.Sivakumaran, T.Balasubramanian, N.Anantharaman, “Intelligent controller Design for Nonlinear Processes using Genetic Algorithm”, IUP Journal of  Mechanical Engineering, IV(1), 7-24, 2011.
  58. C.Ahilan, S.Kumanan, N.Sivakumaran, “Optimization of CNC turning of AISI 304 Austenitic stainless steel using Grey based fuzzy logic with multiple performance characteristics”, Journal of Machining and Forming Technologies, 3(3-4), 1–19, 2011.
  59. C.Ahilan, S.Kumanan, N.Sivakumaran, “Online performance assessment of Heat Exchanger using Artificial Neural Network”, Int. Journal of Energy and Environment, 2(5), 829-844, 2011
  60. T.Vinopraba, N.Sivakumaran, T.K.Radhakrishnan, S.Raghavan, “Modelling and Control of blood glucose regulation in Type I Diabetic Mellitus”, Measurement and Control, AMSE, 83 (1), 17-32, 2010. (IF 0.76)
  61. C.Ahilan, S.Kumanan, and N.Sivakumaran “Design and implementation of an intelligent controller for a split air conditioner with energy saving”, Journal of Advances in Modeling,AMSE,65(1),21-40,2010.
  62. S.Nithya, N.Sivakumaran, T.K.Radhakrishnan, and N.Anantharaman, “Control of Nonlinear Process using Soft Computing”, The ICFAI J of Electrical & Electronics Engg., 3(1), 66-79 (2010).
  63. C.Ahilan, S.Kumanan, N.Sivakumaran, “Application of Grey based Taguchi method in multi response of optimization of turning process”, Advances in Production Engineering and Management, 5(3), 171-180, 2010.
  64. S.C.Lee, Q.G. Wang, W.X. Zheng, N. Sivakumaran, “Stabilization and Control of Unstable Processes with Large Dead Time”, Transactions of the Institute of Measurement and Control, 32 (3), pp.286-306,2010. (IF 0.736)
  65. C.Ahilan, S.Kumanan, N.Sivakumaran, “Optimizing Power Consumption for CNC turning process using grey based fuzzy logic”, Int. J. Machining and Machinability of Materials, 5 (4), 2009.
  66. G.Balasubramanian, K. Hariprasad, N. Sivakumaran and T.K.Radhakrishnan, “Adaptive Control of Multivariable Process Using Recurrent Neural Networks”, Instrumentation Science & Technology (Taylor & Francis), 37, 615–630 (2009). (IF 0.8)
  67. S.Narayanan, N.Sivakumaran, T.Vinopraba, N.Selvaganesan, “IMC Based PIλDδ Controller Design for Gas Turbine Plant”, Modeling and Simulation, AMSE 10 (1), pp. 63-72, 2009.
  68. G. Balasubramanian, K. Hariprasad, N. Sivakumaran and T.K.Radhakrishnan, “Adaptive Control of Neutralization Process using Recurrent Neural Networks”, Instrumentation Science & Technology (Taylor & Francis), 37(4), 383-396(2009). (IF 0.8)
  69. S.Nithya, N.Sivakumaran, T.Balasubramanian, N.Anantharaman, “Design of Controller for Nonlinear process using Soft Computing”, Instrumentation Science and Technology, Taylor and Francis ,36(2), pp. 437-450,2008. (IF 0.8)
  70. N.Sivakumaran and T.K.Radhakrishnan, “Modeling and Control of Multivariable Processes using Recurrent Neural Networks”, International Journal of Modeling and Simulation, ACTA Press 28(1), pp. 20-26, 2008.
  71. S.Nithya, N.Sivakumaran, T.Balasubramanian, N.Anantharaman, “Intelligent control of interacting nonlinear process in real time”, International Journal of Applied Engineering Research, 3(4), 491-503, 2008.
  72. S. Nithya, K. Vijayarekha, N. Sivakumaran, T. Balasubramanian, N. Anantharaman, “Controllers implementation based on soft computing for non-linear process,” 34th Annual Conference of IEEE Industrial Electronics, pp. 126–132, IECON 2008.
  73. S.Nithya, Abhay Singh Gour , N.Sivakumaran, and N.Anantharaman, “Measurement and control of Process using soft computing”, Instrumentation Science and Technology, Taylor and Francis ,36(2), pp. 194-208,2008. (IF 0.8)
  74. G.Balasubramanian, N.Sivakumaran, T.K.Radhakrishnan, Adaptive Control of Neutralization Process using Neural Networks, Instrumentation Science & Technology, Taylor & Francis,36, pp. 146-160,2008. (IF 0.8)
  75. S.Nithya, Abhay Singh Gour, N.Sivakumaran, T.K.Radhakrishnan, T.Balasubramanian and N.Anantharaman, “Design of Controller Implementation for non-linear processes using Intelligent Controller”, Asian Journal of Applied Sciences, pp.1-13, ISSN 1996-3343, 2008.
  76. S.Nithya, Abhay Singh Gour, N.Sivakumaran, T.K.Radhakrishnan and N.Anantharaman, “Model based Controller design of shell and tube Heat exchanger”, Sensors & Transducers Journal, 84(10), pp.1677-1686, 2007. (IF 0.705)
  77. A.Siddique, M.R.Jayashree, O.Muthukumar, R.Maheswari and N.Sivakumaran, “Control of Pressure Process using Infineon Microcontroller”, Sensors & Transducers Journal, 81(7), pp. 1373-1380,2007. (IF 0.705)
  78. N.Sivakumaran, J.Sarat Chandra, T.K.Radhakrishnan, “Identification and Control of Bioreactor using Recurrent Networks”, Instrumentation Science & Technology, Taylor & Francis, 34(6), 635-652, 2006. (IF 0.8)
  79. S.Nagammai, N.Sivakumaran, T.K.Radhakrishnan, “Control System Design for a Neutralization Process using Block Oriented Models”, Instrumentation Science & Technology, Taylor & Francis, 34 (6), 653-668, 2006. (IF 0.8)
  80. R.Viknesh, N.Sivakumaran, J.Sarat chandra babu, T.KRadhakrishnan, “A Critical study of Decentralized controllers for Multivariable system”, Chemical Engineering and Technology (Wiley-VCH), 27(8), 880-889, 2004. (IF 2.175)

International Conference

  1. K.K. Harisha, N. Sivakumaran, and T.K. Radhakrishnan, “Deep Reinforcement Learning Based Cyber Attack Detection in Supervisory Control and Data Acquisition System,” An International Research Conference on Smart Manufacturing, conducted by Shaastra, IIT Madras, January 5–7, 2025.
  2. Evany Anne M, M. Brindha, and N. Sivakumaran, “Object Tracking Algorithms: Enhancing Real-Time Violence Detection in Modern Surveillance Systems,” Proceedings of the 6th International Conference on Machine Learning, Image Processing, Network Security and Data Sciences (MIND 2024), National Institute of Technology Goa, India, December 20–21, 2024.
  3. Evany Anne M, Brindha M, and N. Sivakumaran, “An Intelligent Crime Surveillance Video System for Real-Time Applications,” Proceedings of the 7th International Conference on Recent Trends in Image Processing and Pattern Recognition (RTIP2R 2024), IIIT Bhopal, India, December 19–20, 2024.
  4. Evany Anne M, Brindha M, and N. Sivakumaran, “Enhancing Surveillance Systems with Deep Learning-Based Anomaly Detection,” Proceedings of the 2nd International Conference on Artificial Intelligence, Computing Technologies, IoT, and Data Analytics (AICTA-2024), National Institute of Technology Raipur, India, November 15–17, 2024.
  5. Evany Anne M, Brindha M, and N. Sivakumaran, “Adaptive Graph Matching for Unsupervised Person Re-Identification in Video Surveillance,” Proceedings of the 3rd International Conference on the Paradigm Shifts in Communication, Embedded Systems, Machine Learning and Signal Processing (PCEMS 2024), Visvesvaraya National Institute of Technology (VNIT), Nagpur, India, November 11–12, 2024.
  6. G. Gopu, S. Sathish, T. S. Shanmathan, G. Suthakar, N. Sivakumaran, and M. S. Geetha Devasena, “Multi Modal EEG-Based Classification of Alzheimer’s Disease and Mild Cognitive Impairment Using Hilbert Huang Transform,” Proceedings of the 2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE), Shivamogga, India, 2024, pp. 1–8. doi: 10.1109/AMATHE61652.2024.10582221.
  7. Evany Anne M, Brindha M, and N. Sivakumaran, “Dual Variational Generation Framework for Enhanced Cross-Modal Face Recognition,” Proceedings of the 15th IEEE International Conference on Computing, Communication and Networking Technologies (ICCCNT 2024), held at IIT Mandi, India, June 24–28, 2024. DOI: 10.1109/ICCCNT61001.2024.10724059. Indexed in IEEE Xplore and Scopus.
  8. Rajkumar, K., Lavanya, A., Revathi, S., N. Sivakumaran, and Narayanan, S., “HIL-RT Implementation of ADRC Compensation Control for FDI Attack Mitigation on AGC System of Smart Grid,” Proceedings of the International Conference on Clean and Green Energy (ICCGE 2024), Lecture Notes in Electrical Engineering, vol. 1333, Springer, Singapore, 2024. DOI: 10.1007/978-981-96-1812-5_3.
  9. A. K, S. Vinoth Krishna, V. Hamsadhwani, P. A. Karthick, S. Kumaravel, and N. Sivakumaran, “Recognition of Lower Limb Movements From the Time Domain Features of Surface EMG and CatBoost Classifier,” Proceedings of the 2024 International Conference on Brain Computer Interface & Healthcare Technologies (iCon-BCIHT), Thiruvananthapuram, India, 2024, pp. 70–73. DOI: 10.1109/iCon-BCIHT63907.2024.10882309.
  10. K. Arunganesh, K. S. Vinoth, V. Hamsadhwani, N. Sivakumaran, P. A. Karthick, and S. Kumaravel, “Design of Force Plate for Gait Analysis,” Proceedings of the 2024 International Conference on Brain Computer Interface & Healthcare Technologies (iCon-BCIHT), Thiruvananthapuram, India, 2024, pp. 1–6. DOI: 10.1109/iCon-BCIHT63907.2024.10882415.
  11. Vinukumar A.R., Premjith A.V., S. R. S. Rajadurai, and S. Natarajan, “Implementation and Testing of Programmable Logic Controller (PLC) Functionality on C-DAC VEGA RISC-V Microcontroller Using OpenPLC,” 4th International Conference on Emerging Electronics and Automation (E2A 2024), Silchar, India.
  12. Kaushal Kishor Singh Tushar, N. Sivakumaran, Sankar K, and Radhakrishnan T.K., “Atomic Search Optimization Based Controller Design for Nonlinear Hybrid Two Tank System,” Proceedings of the International Conference on Advances in Sensors, Controls and Safety Networks (ASCSN - 2023), NIT Puducherry, India, November 3, 2023.
  13. Krishna Kumar, V., Geetha Devasena, M.S., Gopu, G., and N. Sivakumaran, “Role of Machine Learning Algorithms on Alzheimer Disease Prediction,” Proceedings of the International Conference on Expert Clouds and Applications (ICECA 2022), Lecture Notes in Networks and Systems, vol. 444, Springer, Singapore, 2022. DOI: 10.1007/978-981-19-2500-9_57.
  14. Arun Ganesh. K, Vinothini. S, N. Sivakumaran, Kumaravel. S, and Karthick P.A., “Analysis of Corticomuscular Coherence between Motor Cortex Region and Tibialis Anterior Muscle Using Symbolic Transfer Entropy,” IEEE International Symposium on Medical Measurements and Applications (MeMeA), 2022.
  15. A. K. Selvan, B. Janet, R. Bhattacharjee, and N. Sivakumaran, “Opinion Mining Based Crime Classification Model for Emergency Data,” Proceedings of the 2021 Third International Conference on Intelligent Communication Technologies and Virtual Mobile Networks (ICICV), Tirunelveli, India, 2021, pp. 1544–1547. DOI: 10.1109/ICICV50876.2021.9388390.
  16. Arun Ganesh. K, N. Sivakumaran, Kumaravel. S, and Karthick. P. A, “Analysis of EEG-EMG Coherence in Low Frequency Bands,” Public Health and Informatics, European Federation for Medical Informatics (EFMI) and IOS Press, 2021.
  17. J. Mathew, S. Ramakrishnan Manuskandan, N. Sivakumaran, and P. A. Karthick, “Detection of Tonic-Clonic Seizures Using Wavelet Entropy of Scalp EEG,” Proceedings of the 2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), Mexico, 2021, pp. 2423–2426. DOI: 10.1109/EMBC46164.2021.9630664.
  18. Arun Ganesh, K., N. Sivakumaran, and Kumaravel, S., “Lower Limb Amputees Rehabilitation: IoT-Based Real-Time Human Movement,” Proceedings of the International Conference on Automation, Signal Processing, Instrumentation, and Control (i-CASIC 2020), Lecture Notes in Electrical Engineering, vol. 700, Springer, Singapore, 2021. DOI: 10.1007/978-981-15-8221-9_283.
  19. A.K. Singh, N. Sivakumaran, and S. Kumaravel, “Minisun IDEEA Life Gait for Gait Analysis,” Proceedings of the International Conference on Automation, Signal Processing, Instrumentation, and Control (i-CASIC 2020), Lecture Notes in Electrical Engineering, vol. 700, Springer, Singapore, 2021. DOI: 10.1007/978-981-15-8221-9_145.
  20. V.K.K. Kota, N. Sivakumaran, and M. Arulmozhi, “Optimal Pi Controller Tuning for a Multivariable Flotation Column by Hyperbolic Tangent Weighted Error Function Using GA,” Proceedings of the International Conference on Automation, Signal Processing, Instrumentation, and Control (i-CASIC 2020), Lecture Notes in Electrical Engineering, vol. 700, Springer, Singapore, 2021. DOI: 10.1007/978-981-15-8221-9_11.
  21. Rajesh Kondareddy, N. Sivakumaran, K. Radhakrishnan, and Prakash Kumar Nayak, “Performance Analysis of Solar Tunnel Dryer with Thermal Storage and Photovoltaic System for Drying Star Fruit,” Proceedings of the International Conference on Sustainable Energy and Green Technology (ICSEGT 2019), IOP Conference Series: Earth and Environmental Science, vol. 463, Bangkok, Thailand, 2020. DOI: 10.1088/1755-1315/463/1/012138.
  22. Revathi S, N. Sivakumaran, and Radhakrishnan T. K., “Thermal Comfort Operation of Greenhouse for Homogeneous Plant Growth: An Energy Efficient Approach,” Proceedings of the International Conference on Banana 2020, Tiruchirappalli, India, February 2020.
  23. K. Mohamed Hussain and N. Sivakumaran, “Drip Irrigation Monitoring and Control Using Wireless Sensors and Internet of Things for Banana,” International Conference on Banana 2020, Tiruchirappalli, India.
  24. M. Saravanabalaji, Dr. N. Sivakumaran, S. Hemamalini, and S. Sangaran, “Soft Computing Based Automatic Control for Drip Irrigation System for Agriculture,” International Conference on Banana 2020, Tiruchirappalli, India.
  25. Mohamed Hussain K, Revathi S, Maheshwari Lakshmanan, N. Sivakumaran, and Rajesh Kondareddy, “Evolutionary Algorithms Based Controller Design for Cold Storage System,” 2nd International Mechanical Engineering Congress (IMEC), 2019.
  26. A. R. Metkar, K. A. Krishnan, H. Pratheesh, and N. Sivakumaran, “Automatic Control of Two Low Pressure Boilers in Sugar Plant,” Proceedings of the 2019 Sixth Indian Control Conference (ICC), Hyderabad, India, 2019, pp. 274–279. DOI: 10.1109/ICC47138.2019.9123172.
  27. B. K. Sethi, J. R. Vinayak, and N. Sivakumaran, “Internal Model Controller for CFBC Boiler Using Neural Networks,” Proceedings of the 2018 Indian Control Conference (ICC), Kanpur, India, 2018, pp. 276–281. DOI: 10.1109/INDIANCC.2018.8307991.
  28. Rajesh Kondareddy, N. Sivakumaran, Prakash Kumar Nayak, “Design and analysis of optimal controlled solar dryer for humid sub-tropical region”, International Conference on Recent Advances in Food Processing Technology (iCRAFPT), IIFPT Thanjavur, 2018.
  29. Rajesh Kondareddy, N. Sivakumaran, Prakash Kumar Nayak“Drying kinetics of black turmeric (Curcuma caesia) with optimal controller assisted low cost solar dryer”, International conference on Agriculture and Food Engineering (CAFEi2018), UPM Kuala Lumpur, Malaysia, 2018.
  30. Revathi S, Kranthi kumar V, N. Sivakumaran, T. K. Radhakrishnan, S. Uma, D. Ramajayam, “Greenhouse environmental control usingPSO based fractional order PID controller”, Advances in Control and Optimization of Dynamical Systems (ACODS 2018). Dr. APJAbdul Kalam Missile Complex, Hyderabad.
  31. Revathi S, Maheswari L, N. Sivakumaran, “Energy efficient controller design for solar powered cold storage”, International Conference on Recent Advances in food Processing Technology, Indian Institute of Food Processing Technology, 2018
  32. Bimal Kanta Sethi, S Revathi and N.Sivakumaran, “Artificial neural network-based modeling of super heater unit for a CFBC boiler”,Thirty-third National Convention of Electrical Engineers 2017.
  33. Bimal Kanta Sethi, J Ramanuja Vinayak, N.Sivakumaran,“ Internal Model Controller for CFBC Boiler using Neural Networks”, Indian Control Conference (ICC) 2017.
  34. N. Sivakumaran, “Control System Design for process with Recycle,” IEEE International Conference on Information Communication Instrumentation and Control, 2017.
  35. S. Revathi, T.K. Radhakrishnan, N. Sivakumaran, “Evaluation of slow sand filter for sustainable greenhouse irrigation,” MEMSEP, NIT, Trichy, 2017.
  36. S. Revathi, N. Sivakumaran, “Intelligent Monitoring and Control of Greenhouse Environment,” IETE Hyderabad, 2017.
  37. Hemalatha Karnan, N. Sivakumaran, and M. Rajajeya Kumar, “Classification of Ventricular Arrhythmias Using Feature Ranking Score Algorithm,” in Proceedings of the 1st International Conference on Internet of Things and Machine Learning (IML 2017), ACM, Liverpool, United Kingdom, 2017, Article No. 54, 7 pages, doi: 10.1145/3109761.3109801.
  38. S. Sankaranarayanan,N.Sivakumaran, G.Swaminathan,T.K.Radhakrishnan,“A Novel Hybridized Grey Wolf Optimization for a cost optimal design of Water Distribution Network”, Computing Conference, IEEE, July 2017, London.
  39. S.Sankaranarayanan,N.Sivakumaran,G.Swaminathan,T.K.Radhakrishnan,“ soft sensor based estimation of process parameters and states with Hybridized Grey Wolf Optimizer”, American Control Conference (ACC),IEEE, pp. 1892-1897,May 2017,USA.
  40. S. Sankaranarayanan, N. Sivakumaran, G. Swaminathan, “Water hammer in pressurized water Distribution system: conceptual development of dynamic model and validation,” TIMA, Jan 2017, MIT, Chennai.
  41. S.Revathi, TK Radhakrishnan, N.Sivakumaran, “Climate control in greenhouse using intelligent control algorithms”,American Control Conference (ACC),IEEE, pp. 887-892,May 2017,USA.
  42. Rajendra Singh Thakur and N.Sivakumaran,“Segmentation and Colour Thresholding Based Growth Rate Estimation for Arabidopsis plant”, Paper No.2017/2173 Feb 2017,MEMSEP,NIT,Trichy.
  43. Bimal Kanta Sethi, J Ramanuja Vinayak, N.SivakumaranImplementation of IMC based Controller for CFBC Boiler 2017/2176
  44. C Sudalaimani, N.Sivakumaran,Sasi Pilacheri Meethal,  T Elizabeth Thomas,  S Rominus Valsalam,  E Sathish, “Seizure Prediction using General Regression Neural Network”, TIMA, Jan 2017,MIT,Chennai.
  45. K. Rajkumar, S. Narayanan, N. Sivakumaran, “Design of Centralized Controller based on Inverted Decoupling Structure for non-square systems with time delay” , TIMA, Jan 2017,MIT,Chennai.
  46. S.Revathi, N.Sivakumaran, “Fuzzy based temperature control of greenhouse”, 4th IFAC Conference on Advances in Control and Optimization of Dynamical Systems(ACDOS), Vol. 49.No. 1, pp.549-554,2016.
  47. S.Revathi, N.Sivakumaran, V.R.Sinija, “Intelligent Controller Based Forced ventilation for Greenhouse Using Speed Control of DC Motor”, International Conference on Emerging technologies in Agricultural Engineering, ETAE2016, IIT Kharagpur,2016.Best paper Award
  48. Rajendra Singh Takur, E.Sathish, N.Sivakumaran “Machine Learning Based Categorization of fruits for big basket grocery store”, International Conference on Human Computer Interactions 2016 (IEEE), Saveetha University, Chennai. Best paper award.
  49. S. Sankaranarayanan, N. Sivakumaran, G. Swaminathan, “Lump assessment of leak by Virtual Orifice Plate Methodology for a closed water distribution network,” International Conference on Disaster Mitigation and Management for Sustainable Development and Risk Reduction, 2016.
  50. Rajendra Singh Thakur, E.Sathish N.Sivakumaran, “Machine Learning Based Categorization of Fruits For Big Basket Grocery Store”, Proceedings of 2nd IEEE International Conference on ICHCI'16,March 2016. Page.481-485
  51. Devi C. Arati, S.Narayanan and N.Sivakumaran Decoupling of linear multivariable system using PD output feedback, Proceedings of Indian Control Conference, pp. 123-127,January 2016,Hyderabad.
  52. Devi C. Arati, S.Narayanan and N.Sivakumaran,Complete decoupling of multivariable systems by means of dynamic state feedback, Proceedings of International Conference on Smart Technologies and Management for Computing, Communication, Controls, Energy and Materials (ICSTM),Chennai, May 2015.
  53. N. Sivakumaran, “Telemedicine in ancient India,” Telemedicine Congress 2015, 2015.
  54. E.Sathish, N.Sivakumaran and Raji Sundararajan, “Simulation of electric field distribution and depth of electrodes placed in cancer tissues”, Proc. ESA Annual meeting on Electrostatics, Electrostatic society of America, 2014, USA.
  55. Chinmay Sahu,V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Closed loop building data based estimation and Energy Efficient Model Predictive Control of Heating Ventilation and Air Conditioning System”, ICGTEPC 2014,pp. 239.
  56. S.Sankaranarayanan,N.Sivakumaran, G.Swaminathan “Optimal Network Design for Flow Process”, ICGTEPC 2014,pp. 270.
  57. V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Insulin on Board Based Aversion of Hypoglycemia in Type I Diabetics using Multi Parametric Model Predictive Control”, Int.Conf. on Advances in Chemical Engineering and Technology, ICACE TKMCE 14,pp. 150-153, Elsevier Publication.
  58. E.Sathish, N.Sivakumaran, Raji Sundarajan “Classification of Intracranial Electroencephalographic Signals using Adaptive Neuro-Fuzzy Inference System”, Proc.ESA Annual meeting on Electrostatics 2014,USA.
  59. VR Divyesh,V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Adaptive explicit Model Predictive Controller for Coupled Continuous Stirred Tank Reactor using Least Squares Support Vector Machines”, IEEE Industrial Electronics Society, IES IECON 14.
  60. V.Kirubhakaran,E.Ravi Teja, T.K.Radhakrishnan, N.Sivakumaran, “Real Time Control of non Self-Regulating Cylindrical Tank Process using Multiparametric Model Predictive Control”, Int.Conf. on TIMA-2013,pp.30-34.
  61. Navin John Mathew, K.R.Kandula, N.Sivakumaran, “Swing up and Stabilization control of a Rotary Inverted Pendulum”, Id.No.128 DYCOPS 2013,IIT Bombay.
  62. V.Kirubhakaran, T.K.Radhakrishnan, N.Sivakumaran, “Blood Glucose Concentration Regulation in Type1 Diabetics using Multi Parametric model Predictive Control: An Empirical approach, Id.No.68 CAB 2013,IIT Bombay.
  63. T.Vinopraba, N.Sivakumaran, T.K.Radhakrishnan, “Design of fractional order controller for Biochemical Reactor”, Id.No.8 CAB 2013, IIT Bombay.
  64. Ashish Gupta, N.Sivakumaran, Ashalatha R. et al, “Statistical Parametric Mapping of EEG correlated fMRI data to detect Epileptic foci” BSSI 2012,IITM,Chennai.
  65. E.Sathish, S.Srinivasan, N.Sivakumaran, “Classification of Normal and Epileptic EEG Signals using Adaptive Neuro Fuzzy Inference System”, 2nd International conference on Biomedical Engineering and assistive Technologies, December 6-7, 2012, NIT, Jalandhar.
  66. A.Gupta, N.Sivakumaran, E. Sathish, “Effect of modeling hemodynamic response function on statistical value in SPM for EEG correlated fMRI data of epileptic patient”, 2nd  International conference on Biomedical Engineering and assistive Technologies, December 6-7, 2012, NIT, Jalandhar.
  67. P. Sowmya, N. Srivignesh, N. Sivakumaran, G. Balasubramanian, “A fuzzy control scheme for nonlinear process,” IEEE International Conference on Advances in Engineering, Science and Management (ICAESM), pp. 683–688, 2012.
  68. A.Rajeev, S.Sujesh, N.Sivakumaran, C.V.Muraleedharan, “A Linear After-Load Model for a CardioVascular Pulse Duplicator” ICACCI 12,pp.493-497,2012.
  69. C.Ahilan, S.Kumanan, N.Sivakumaran, “Prediction of Shell and Tube Heat Exchanger Performance using Artificial Neural Networks” Proc. of the International Conference on Advanced Computing and Communication Technologies ACCT 2011, Rohtak, January 20-22, pp.307-312.
  70. C.Ahilan, S.Kumanan, N.Sivakumaran, “Modeling and analysis of cutting parameters influence on power consumption and surface roughness in CNC turning of AISI 304”, 2nd International Conference on Production and Industrial Engineering CPIE 2010, Jalandhar.
  71. T.Vinopraba, N.Kiran Kumar, P.Satheesh Kumar, N.Sivakumaran , S.Narayanan, “Design and implementation of Fractional order Controllers”,  49 th IEEE conference on decision and control, December 15-17, Atlanta, USA, 2010.
  72. S.Nithya, N.Sivakumaran, T.K.Radhakrishnan, N.Anantharaman, Soft Computing based Controller Implementation for nonlinear process in real time, WCECS 2010, Sanfrancisco, pp.1021-26, 2010.
  73. C Ahilan, S Kumanan, and N.Sivakumaran “Design and Implementation of Fuzzy Logic Controller for an Air conditioner with Energy saving”, 7th Global Conference on Sustainable Manufacturing GCSM, IITM,57-62,2009.
  74. Rajini Jain, T.Vinopraba, N.Sivakumaran, T.K.Radhakrishnan, “Design and Implementation of Controllers for MIMO Process”, International Conference on Advances in Recent Technologies in Communication and Computing, pp.750-752, 2009.
  75. S.Narayanan, N.Sivakumaran, T.Vinopraba, N.Selvaganesan, “IMC Based PIλDδ Controller Design for Gas Turbine Plant”, International Conference on Modeling and Simulation (MS09), Dec 1-3, pp.386-390, 2009.
  76. T.Vinopraba, N.Sivakumaran, N.Selvaganesan and S.Narayanan, "Stabilization Using Fractional-Order PIDα Controllers for First Order Time Delay System", International Conference on Advances in Computing, Control, & Telecommunication Technologies, pp.725 – 728, 2009.
  77. T.Vinopraba, N.Sivakumaran, T.K.Radhakrishnan, S.Raghavan, “Optimal Control of Blood Glucose Regulation in Type I Diabetics”, Proceedings of TIMA 2009, pp.84-92, MIT Campus, Anna University Chennai.
  78. C.Ahilan, S.Kumanan, and N.Sivakumaran, “Design and implementation of fuzzy logic controller for an air conditioner with energy saving” 7th Global Conference on Sustainable Manufacturing GCSM 2009 pp.57-62,2009.
  79. T.Vinopraba, N.Sivakumaran, T.K.Radhakrishnan, S.Raghavan, “Optimal Control of Blood Glucose Regulation for Type-I Diabetics”, Proc. International Conference on TIMA, MIT, Anna University, 2009.
  80. S.C.Lee, Q.G. Wang,W.X. Zheng, N.Sivakumaran, “Stabilization and Control of Unstable Processes with Large Dead Time, International Conference on Information Management”, Innovation Management and Industrial Engineering,Taiwan,2008.
  81. S. Nithya, K. Vijayarekha, N. Sivakumaran, T. Balasubramanian, N. Anantharaman, “Controllers implementation based on soft computing for non-linear process,” 34th Annual Conference of IEEE Industrial Electronics, pp. 126–132, IECON 2008.
  82. C.Ahilan, S.Kumanan, N.Sivakumaran, “Optimizing Power Consumption for CNC turning process using grey based Taguchi Method”, Proc. of the 2nd Intl.&23 AIMTDR Conf,2008,IIT Madras, Chennai.
  83. Abhay Singh Gour, S.Nithya, N.Sivakumaran, T.K.RadhaKrishnan and N.Anantharaman, Intelligent Controller Implementation for  a Non-linear Process , International Conference IEEE , International Symposium on Industrial Electronics ISIE 2008, United Kingdom,2008.
  84. B.Subathra, K.Harikumar, N.Sivakumaran, T.K.Radhakrishnan, “Multivariable Predictive Control System Design Using a RNF Network”, Proc. of Chemcon 2008.
  85. Rajni Jain, N.Sivakumaran, T.K.Radhakrishnan, “Design of a Multimodel Controller for Heat Exchanger”, Proc. Chemcon 2008.
  86. Abhay Singh Gour, S.Nithya, N.Sivakumaran, T.K.RadhaKrishnan and N.Anantharaman, “Predictive Controller Design of Shell and Tube Heat Exchanger”, International Conference on Intelligent and Advanced Systems, IEEE Sponsored ICIAS 2007, Malaysia, November 25 -28 , 2007,pp. 94-99.
  87. Abhay Singh Gour, S.Nithya, N.Sivakumaran, T.K.RadhaKrishnan and N.Anantharaman, “Control of Heat Exchanger using Genetic Algorithm”, International Conference on Modeling and Simulation, CITICOMS, August 25-27, 2007.
  88. D.Kesavan, N.Sivakumaran, G.Balasubramaniam and T.K.Radhakrishnan, “Control of Neutralization process using Adaptive Interaction Technique” CITICOM07, T2ME150, 2007.
  89. Abhay Singh Gour, S.Nithya, N.Sivakumaran, T.K.RadhaKrishnan and N.Anantharaman, Predictive Controller Design of Shell and Tube Heat Exchanger, International Conference on Intelligent and Advanced Systems, IEEE Sponsored ICIAS 2007, Malaysia, November 25 -28,pp.94-99,2007.
  90. D.Kesavan, N.Sivakumaran, G.Balasubramaniam and T.K.Radhakrishnan, “Fuzzy Controller Design for Nonlinear Neutralization Process” International Conference on Hydrocarbon flow Measurement, jointly organized by Fluid Control Research Institute (FCRI), 2007,pp 594-602.
  91. N.Sivakumaran, V.Kirubakaran, and T.K.Radhakrishnan, “Neural Model Predictive Controller for Multivariable Process”, Proceedings of the IEEE International Conference on Industrial Technology 2006 (ICIT 2006), Paper No. 6327, IIT, Mumbai,pp.3072-3077.
  92. N.Sivakumaran, S.Nagammai, P.Karthikeyan and T.K.Radhakrishnan, “Control of Neutralization Process Using Neural Networks”, Proceedings of the International Conference on Modeling and Simulation 2006 (MS 2006), Paper No. 192, 852-858, 2006, Kuala Lumpur, Malaysia.
  93. N.Sivakumaran, V.Kirubakaran, and T.K.Radhakrishnan, “Modeling and Robust Controller Design for Multivariable Process”, Proceedings of the International Conference on Modeling and Simulation 2006 (MS 2006), Paper No. 193, 863-868, 3-5 April 2006, Kuala Lumpur, Malaysia.
  94. N.Sivakumaran, B.H. Deepak Kumar, J. Sarat chandra babu, and T.K.Radhakrishnan, “Model Based Predictive Control Using Recurrent Neural Network for Bioreactor Control”, International Conference on Trends in Industrial Measurements and Automation, Dec16-18 2004,Chennai, India.
  95. M.Ramesh kumar, G.Balasubramanian, B.Hema Kumar and N.Sivakumaran, “Blood Cell Counting Using Image Processing”, International Symposium on Advanced Materials and Processing ISAMAP2K4, 6-8 December 2004, IIT, Kharagpur, India.
  96. N.Sivakumaran, E.V.Kanakasabai and P.S.Raja, “Process Monitoring and Control using SCADA Software”, International Conference on Hydrocarbon flow Measurement, jointly organized by Fluid Control Research Institute (FCRI) and Petroleum India International (PPI) at FCRI, Palakkad, Kerala, India, Sep 2003, Paper No: F5.

National Journals

  1. V.Sridevi, D.Rathikarani, K.K.Anilkumar, N.Sivakumaran, “Minimum variance controller using Recursive Least Determinant algorithm”, Journal of Instrument society of India,2009.
  2. N.Sivakumaran and T.K.Radhakrishnan, “Predictive controller Design for Nonlinear Chemical Processes” Indian Journal of Chemical Technology, 14, 2007, pp.341-349.
  3. Boopathy, N.Sivakumaran, J. Sarat chandra babu and T.K.Radhakrishnan, “Identification and Control of Four tank system using Neural Networks plant inverse controller”, Journal of Instrument Society of India 35(2) 2005,pp179-185.
  4. N.Sivakumaran, E.V.Kanakasabai, P.S.Raja, Process Monitoring and Control using SCADA Software, Instrumentation and Control Journal, July-Aug 2004.

National Conference

  1. Bimal Kanta Sethi, S. Revathi, and N. Sivakumaran, “Artificial Neural Network based modeling of superheater unit for a CFBC boiler,” No.37, Proc. of NCEE 17, IEI, 2017.
  2. M. Saravanabalaji, N. Sivakumaran, and S. Sankarnaraynan, “Dynamic compensation of acoustic resonance for water flow system,” No.38, Proc. of NCEE 17, IEI, 2017.
  3. Abhir Raj Metkar, N. Sivakumaran, and Sankara Subramanian, “Decision Support System for Energy Conservation in Steel Plant,” No.39, Proc. of NCEE 17, IEI, 2017.
  4. Rajendra Singh Thakur and N.Sivakumaran, “Identification of Rice Quality Using Fuzzy Logic”, Page.185-188, Proceedings of National Conference on CISMA-15,PEC,Puduchery, Jan 2016.
  5. Devi C. Arati, S. Narayanan and N.Sivakumaran, “A study on MIMO Control system design”, Proceedings of National Conference on Recent Trends in Instrumentation and Control (RTIC-15), Chennai, March 2015.
  6. A.Gupta, N.Sivakumaran, V.Sridevi, “Investigations on EEG Signals using Spectral Analysis”, FECIT-2011, pp.63
  7. P.Satheeshkumar, T.Vinopraba, N.Sivakumaran, S.Raghavan, Design of H∞ controller for Blood glucose Regulation”, Proceedings of National conference on Emerging Medical Instrumentation, (CEMI-2010),May 11-12,CSIO,Chandigarh, May 11-12, 2010.
  8. S.Narayanan, T.Vinopraba, N.Sivakumaran, “Stabilization using Fractional order PIDµ controllers for First order Unstable Time Delay systems”, TS 1057, Proceedings of Chemcon 2009, December 27- 29, Andhra university, Vishakapatnam.
  9. T.Vinopraba, N.Sivakumaran, T.K.Radhakrishnan, “Implementation of Decentralised Controller for Couple tank system”, TS 1212, Proceedings of Chemcon 2009, December 27- 29, Andhra university, Vishakapatnam.
  10. V.S.V.B.Suresh, N.Sivakumaran and T.K.Radhakrishnan, ‘A Comparitive study of De-Noising Methods for sensor data using Filters and Wavelet Transforms’,CISMA07,Pondicherry Engineering College,7-8 Feb.2008,pp. 47-52.
  11. B.Subathra, K.Harikumar, N.Sivakumaran and T.K.Radhakrishnan, ‘Fuzzy Control of A Multivariable System’, CISMA07, Pondicherry Engineering College,7-8 Feb.2008,pp. 133-140.
  12. N. Sivakumaran and T. K. Radhakrishnan, ‘Control of Neutralization Process Using Recurrent Neural Networks’, Paper No. 721, Presented at CHEMCON 2006, Dec. 26-29, 2006.
  13. T.Vinopraba, S.Sutha, N.Sivakumaran, P.Lakshmi, “Modelling of Multi Variable System”, national conference on Advance Techniques in Instrumentation , control and Communication Engineering, 22-24 July, 2009, pp.129-135.
  14. N.Sivakumaran, J.Sarat chandra babu, and T.K.Radhakrishnan, “Control of Bioreactors using Recurrent Networks”, NCPICD05, MIT, Dec 2005,pp258-334.
  15. N.Sivakumaran, V.Kirubakaran, J.Sarat chandra babu, and T.K.Radhakrishnan, “Decentralized controller design for Multivariable process”, ICECON05, NIT, Dec 2005, pp 64-70.
  16. N.Sivakumaran, T. Venkatesh, S. Nagammai and T.K. Radhakrishnan, “Nonlinear Control of a Neutralization Process”, Proc. of NCICCA2005, AKCE, Krishnankoil, April 2005, pp393-399.
  17. N.Sivakumaran,J. Sarat Chandra babu and T.K.Radhakrishnan, “Control of Multivariable Non Minimum Phase system using Recurrent Neural Networks”, Proc. of CHEMCON, Dec 2004,Mumbai, India.
  18. R.Hemakumar, R.Arangasamy, G.Balasubramanian and N.Sivakumaran, “A Fuzzy Expert system design for Prostate cancer Diagnosis”, Proc. of Recent Trends in Electrical Engineering, K.S.R College of Technology, Tiruchengode, July 2004,Paper no: IV(4.6).
  19. N.Sivakumaran and S.Mahesh Anand, “Fuzzy Controlled Insulin Pump for Diabetics” Proc. of National Conference on emerging trends in Engg. Technology and Management by ISTE Chapter at Adhiyamaan Engineering college, Hosur, Sep. 2003,Page No: 2.21.
  20. N.Sivakumaran, S.Mahesh Anand and V.Nivashiny, “Micro controller based Drips rate Monitoring” Proc. of National Conference on Recent trends in Flow Measuring Techniques at Shri Angalamman College of Engineering, Trichy, July 2003,Page No: 60.
  21. N.Sivakumaran, G.Balasubramanian and Y. Mohamed Junaith, “Energy saving through Temperature Controlled Hydraulic System” Proc. of Recent Developments in Design of Hydraulic Machines By ISTE Chapter at Shri Angalamman College of Engineering, Trichy, Feb 2003,Page No: 49.
  22. N.Sivakumaran, V.Gopalraja and V.Dharmalingam, “Auto tuning PID Controller using Ideal relay feedback technique” Proc. of National Conference on Intelligent Control, Crescent Engineering college, Chennai, Jan. 2003, Page No: 38.
  23. N. Sivakumaran, “Multivariable Predictive Control System Design Using a RNF Network,” Proceedings of CHEMCON 2003.
  24. N. Sivakumaran, “Design of a Multimodel Controller for Heat Exchanger,” Proceedings of CHEMCON 2003.