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Personal Details
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| Name | Dr Manish Kumar |
| Designation | Assistant Professor |
| Department | Electronics and Communication Engineering, School of Technology |
| Email | Manish.Kumar@sot.pdpu.ac.in |
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Educational Qualifications
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| Ph.D (Artificial intelligence and Blockchain in Smart grid, Indian Institute of Technology Dhanbad), 2023 |
| M.Tech. (Nuclear Engineering, Pandit Deendayal Energy University, Gandhinagar), 2011 |
| B.Tech. (Electronics & Telecommunication Engineering, Biju Patnaik University of Technology, Rourkela), 2008 |
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Professional Affiliation
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| INSEN-IAEA Vienna, WINS Vienna, BARC, ISM-Dhanbad, IIT-Bombay, IIT Delhi, IIT-BHU,
IPR-Gandhinagar, AERB-mumbai |
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Awards
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| Radiological Safety Officer by AERB-Mumbai,
Session Chair-ICAWTM-22 |
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Publications / Articles / Conference
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| Articles/Chapters Published in the books |
| 'Machine Learning-Based Predictive Models for Water Quality Index—An Analysis and Comparison', Springer Nature, Sep 2024 |
| 'Machine Learning-Enabled Cyber Security in Smart Grids', , Nov 2021 |
| 'Nuclear Energy: An Integrated energy source in smart grid framework', , Mar 2017 |
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| Published Papers in Journals |
| 'Advanced multi-virus genome sequence classification using artificial intelligence techniques', Intelligent Decision Technologies, pp. 1-17, Dec 2024, DOI : https://doi.org/10.1177/18724981241312343 |
| 'Remaining Useful Life Predictor for EV Batteries Using Machine Learning', IEEE ACCESS , pp. 134418-134426, Oct 2024, DOI : https://doi.org/10.1109/ACCESS.2024.3461802 |
| 'A review on Bioremediation of Radioactive Waste using Pond Algae for Sustainable waste Management', European Chemical Bulletin, pp. 4686-4695, Jun 2023, DOI : https://doi.org/10.48047/ecb/2023.12.8.376 |
| 'Machine Learning-based Electric Load Forecasting for Peak Demand Control in Smart Grid', Computers, Materials & Continua, Nov 2022 |
| 'Design of Advanced Integrated Reactor Protection System for Commercial Fast Breeder Reactor', Canadian Center of Science and Education, Mar 2012 |
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| Full Papers in Conference Proceedings |
| 'Identification of Tumor using Segmentation & Object Detection: A Comparison and an Analysis', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10775123 |
| 'Smart Detection of Passive Smokers using Machine Learning', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10774944 |
| 'YOLOv8 vs. Mask R-CNN: A Comparative Analysis of for Glomeruli Instance Segmentation in Kidney Tissues', 8th IEEE International Conference on Computing, Communication, Control and Automation, ICCUBEA 2024, pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/ICCUBEA61740.2024.10774679 |
| 'Machine Learning-Based Predictive Models for Water Quality Index—An Analysis and Comparison', 2nd International Conference on Advances in Water Treatment and Management, ICAWTM 2023, pp. 355-367, Nov 2024, DOI : https://doi.org/10.1007/978-981-97-5955-2_24 |
| 'Classification in Rice Genome using Artificial Intelligence', 6th International Conference on Computational Intelligence and Networks , pp. 1-5, Dec 2024, DOI : https://doi.org/10.1109/CINE63708.2024.10882015 |
| 'Prediction of Bushfire Area Using Machine Learning Techniques', 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), Pune, India, 2023, pp. 1-7, Jan 2024, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392145 |
| 'Machine Learning Based Approach for Metaphoric Investigation of Ground Water Quality', 3rd International Conference on Machine Learning and Information Processing (ICMLIP-2023), pp. 1-10, Jan 2024, DOI : https://doi.org/10.1063/5.0182724 |
| 'Prediction of Bushfire Area Using Machine Learning Techniques', 7th International Conference On Computing, Communication, Control And Automation (ICCUBEA), pp. 1-7, Dec 2023, DOI : https://doi.org/10.1109/ICCUBEA58933.2023.10392145 |
| 'Simulation and Modeling of Electrical Load Data Using Machine Learning', International Conference on Information and Communication Technology, pp. 311-316, Nov 2022, DOI : https://doi.org/10.1007/978-981-19-5090-2_28 |
| 'Safety analysis of near surface nuclear waste repository constituting an aquifer in proximity', Advances in Water Treatment and Management (ICAWTM-22), pp. 382-388, Feb 2022, DOI : https://doi.org/10.1016/j.matpr.2023.01.069 |
| 'Critical Accident Scenario Analysis of Pressurized Water Reactor', Twelve International Conference on Thermal Engineering: Theory and Applications, Feb 2019 |
| 'Review on Radiographic Imaging Modalities for Non-destructive Testing and Evaluation (NDT & E)', International Conference on Sustainable Computing in Science, Technology & Management (SUSCOM-2019), Feb 2019 |
| 'Sea Water Desalination Using Waste Heat of Nuclear Power Plant', International Conference on Sustainable Computing in Science, Technology & Management (SUSCOM-2019), Feb 2019 |
| 'Economics of Efficient Electricity Generation and Desalination by Small Modular Reactor', MAS INTERNATIONAL EUROPEAN CONFERENCE ON MATHEMATICSENGINEERING-NATURAL & MEDICAL SCIENCES-XII, Jul 2000 |
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| Papers presented in Conferences, Seminars, Workshops, Symposia |
| 'Cost-Effective Wastewater Treatment Strategies by Predictive Energy Management with Machine Learning Techniques ', 3nd International Conference on Advances in Water Treatment and Management (ICAWTM-24), mar 2024 |
| 'Economic and Strategic Implications of Heavy Water Production and Utilization: A Comprehensive Review', 3nd International Conference on Advances in Water Treatment and Management (ICAWTM-24), mar 2024 |
| 'Artificial Intelligence based Cyber Security for Nuclear Power Plants', International Conference on Application of Recent Technologies in Science, Engineering, Management For Societal and Industrial Development, jan 2024 |
| 'Energy intensity of sea water desalination and latest Advancement', 2nd International Conference on Advances in Water Treatment and Management (ICAWTM-23), mar 2023 |
| 'Effect of Different Doses of Gamma-Ray Irradiation on Performance of Polysulfone Ultrafiltration Membrane', 2nd International Conference on Advances in Water Treatment and Management (ICAWTM-23), mar 2023 |
| 'Prediction of Water Quality of Indian Rivers using Machine Learning ', 2nd International Conference on Advances in Water Treatment and Management (ICAWTM-23), mar 2023 |
| 'Applications of Heavy Water in the Nuclear and Non-Nuclear Fields: A Review', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'A Review on Effect of Gamma Irradiation on Polymer/Polymeric Membrane for Various Application', International Conference on Sustainable Energy and Clean Technology , sep 2022 |
| ' Safety Analysis of Near Surface Nuclear Waste Repository Constituting an Aquifer in Proximity', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'Efficient Water Management of Gandhinagar by Rainfall Forecasting Using Machine Learning', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'Modelling and simulation of Bubble column Integration with HEIR Technology for Water Purification', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'Case Study of PHWR Nuclear Steam Generator Tube Design for Minimizing Water Driven Corrosion and Inter-Granular Cracks', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'Performance Study of low dose Gamma Radiation on Polysulfone Membrane for Waste Water Treatment', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'Design and Analysis of Heat Exchanger for Safety of Tubes by Radiated Water', 1st International Conference on Advances in Water Treatment and Management (ICAWTM-22), Mar 2022 |
| 'Bioremediation of Radioactive Waste using Pond algae: Review', New Frontiers in Energy and Environmental Sustainability NFEES-2021, Feb 2021 |
| 'Comparative study of Passive Safety System of AP 1000 and VVER 1000', International Conference on Technological Innovations in Mechanical Engineering (TIME-2021), Apr 2021 |
| 'Gamma Radiation Application Centre (GRACE)', Two days Conference and Exhibition on APPLICATIONS OF NUCLEAR ENERGY IN FOOD & AGRICULTURE, WATER, INDUSTRY AND SEWAGE TREATMENT , Mar 2019 |
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