Krishna Kumar
Researcher
Krishna Kumar is currently working as a Postdoctoral Research Fellow. He did his bachelor's in Electronics and Communication Engineering from Govind Ballabh Pant Engineering College, Pauri Garhwal, Uttarakhand, India. He pursued his master’s in digital systems from Motilal Nehru National Institute of Technology, Allahabad, India, and received his Ph.D. degree from the Indian Institute of Technology Roorkee, India in 2006, 2012, and 2023, respectively.
He served as a postdoctoral research fellow at the School of Electrical & Electronics Engineering in the Rolls-Royce Corporate Lab, Nanyang Technological University, Singapore, from August 2023 to March 2024. Previously, he held the position of Senior Engineer Research at the Rolls-Royce @ NTU Corporate Lab, Singapore, from February 2023 to July 2023. Prior to that, he worked as an Assistant Engineer at UJVN Ltd. (A State Government PSU of Uttarakhand) from January 2013 to February 2023. His expertise includes the design, installation, commissioning, testing, and operation & maintenance of hydro, solar, and wind power plants.
Dr. Kumar has also served as an Assistant Professor/Lecturer on a term appointment basis at Kumaon Engineering College, Dwarahat, Uttarakhand; Bharat Institute of Technology, Meerut; and Uttaranchal Institute of Technology, Dehradun, for almost three years.
Furthermore, Dr. Kumar has published numerous research articles in reputed journals. He has also authored/edited many books with publishers such as Elsevier, Wiley, Taylor & Francis, Springer, and River Press.
His current research interests include Renewable Energy, Multiphase Machines, Electrical Equipment Health Monitoring Systems, AI/ML, and data science.
Publications
Displaying of publications. Sorted by year, then title.
Performance monitoring of kaplan turbine based hydropower plant under variable operating conditions using machine learning approach
Krishna Kumar, Aman Kumar, Gaurav Saini, Mazin abed Mohammed, Rachna Shah, et al.
(2024) Sustainable Computing: Informatics and Systems, 42
Journal articleDevelopment of Efficient Prediction Model of FRP-to-Concrete Bond Strength Using Curve Fitting and ANFIS Methods
Aman Kumar, Harish Chandra Arora, Krishna Kumar, Harish Garg, Hashem Jahangir
(2024) Arabian Journal for Science and Engineering, 49 p.5129-5158
Journal articleMachine learning intelligence to assess the shear capacity of corroded reinforced concrete beams
Aman Kumar, Harish Chandra Arora, Nishant Raj Kapoor, Krishna Kumar, Marijana Hadzima-Nyarko, et al.
(2023) Scientific Reports, 13
Journal articleIoT based reliable and efficient vaccines monitoring and distribution system
Krishna Kumar, Narendra Kumar, Sanjeev Kumar Shah, Rachna Shah, Ajay Prasad Nautiyal
(2023)
Conference paperPractical applicable model for estimating the carbonation depth in fly-ash based concrete structures by utilizing adaptive neuro-fuzzy inference system
Aman Kumar, Harish Chandra Arora, Nishant Raj Kapoor, Denise Penelope N. Kontoni, Krishna Kumar, et al.
(2023) Computers and Concrete, 32 p.119-138
Journal articleEffective monitoring of Pelton turbine based hydropower plants using data-driven approach
Krishna Kumar, Gaurav Saini, Aman Kumar, Rajvikram Madurai Elavarasan, Zafar Said, et al.
(2023) International Journal of Electrical Power and Energy Systems, 149
Journal articlePrognosis of compressive strength of fly-ash-based geopolymer-modified sustainable concrete with ML algorithms
Aman Kumar, Harish Chandra Arora, Nishant Raj Kapoor, Krishna Kumar
(2023) Structural Concrete, 24 p.3990-4014
Journal articlePerformance prognosis of FRCM-to-concrete bond strength using ANFIS-based fuzzy algorithm
Aman Kumar, Harish Chandra Arora, Krishna Kumar, Harish Garg
(2023) Expert Systems with Applications, 216
Journal articleDevelopment of a Reliable Machine Learning Model to Predict Compressive Strength of FRP-Confined Concrete Cylinders
Prashant Kumar, Harish Chandra Arora, Alireza Bahrami, Aman Kumar, Krishna Kumar
(2023) Buildings, 13
Journal articleSolar Energy: Advancements and Challenges
(2023) Energy Sustainability and Efficiency, 1
BookExperimental verification of a dynamic programming and IoT-based simultaneous load-sharing controller for residential homes powered with grid and onsite solar photovoltaic electricity
Sujon Mia, Amit Kumer Podder, Nallapaneni Manoj Kumar, Ankit Bhatt, Krishna Kumar
(2023) Sustainable Energy Technologies and Assessments, 55
Journal articleIoT based sensor operated automatic potion (SOAP) dispenser
Raghu Chandra Garimella, Siva Rama Krishna Madeti, Radhakrishna Neetoori, Pavani Gandreti, Krishna Kumar
(2023) Recent Advancement of IoT Devices in Pollution Control and Health Applications , p.185-202
Book chapterIoT based microcontroller operated UV germicide system
Raghu Chandra Garimella, Siva Rama Krishna Madeti, Radhakrishna Neetoori, Pavani Gandreti, Mounica Akula, et al.
(2023) Recent Advancement of IoT Devices in Pollution Control and Health Applications , p.127-152
Book chapterIoT-Based Dam and Barrage Monitoring System
Krishna Kumar, Gaurav Saini, Rachna Shah, Narendra Kumar, Manoj Gup
(2023) Evolution of Sustainable Energy from Power Concrete Construction , p.151-162
Book chapterEnabling Methodologies for Renewable and Sustainable Energy
Gaurav Saini, Ramani Kannan, Ernesto Benini, Krishna Kumar
(2023)
BookAir Quality Prediction-A Study Using Neural Network Based Approach
Raunaq Singh Suri, Ajay Kumar Jain, Nishant Raj Kapoor, Aman Kumar, Harish Chandra Arora, et al.
(2023) Journal of Soft Computing in Civil Engineering, 7 p.93-113
Journal articleSecurity issues and challenges in cloud of things-based applications for industrial automation
Neeraj Kumar Pandey, Krishna Kumar, Gaurav Saini, Amit Kumar Mishra
(2023) Annals of Operations Research
Journal articleComputational Intelligence-Based Structural Health Monitoring of Corroded and Eccentrically Loaded Reinforced Concrete Columns
Somain Sharma, Harish Chandra Arora, Aman Kumar, Denise Penelope N. Kontoni, Nishant Raj Kapoor, et al.
(2023) Shock and Vibration, 2023
Journal articleAdaptive neuro-fuzzy interface system based performance monitoring technique for hydropower plants
Krishna Kumar, R. P. Saini
(2023) ISH Journal of Hydraulic Engineering, 29 p.611-621
Journal articleEvaluating 28-Days Performance of Rice Husk Ash Green Concrete under Compression Gleaned from Neural Networks
Sharanjit Singh, Harish Chandra Arora, Aman Kumar, Nishant Raj Kapoor, Kennedy C. Onyelowe, et al.
(2023) Advances in Materials Science and Engineering, 2023
Journal articleNeural Network Based Algorithm to Estimate the Axial Capacity of Corroded RC Columns
Yogesh Kumar, Harish Chandra Arora, Aman Kumar, Krishna Kumar, Hardeep Singh Rai
(2023) Lecture Notes in Networks and Systems, 671 LNNS p.219-230
Conference paperML-Based Computational Model to Estimate the Compressive Strength of Sustainable Concrete Integrating Silica Fume and Steel Fibers
Sarvanshdeep Singh Sahota, Harish Chandra Arora, Aman Kumar, Krishna Kumar, Hardeep Singh Rai
(2023) Lecture Notes in Networks and Systems, 671 LNNS p.231-244
Conference paperA Review and Analysis of Localization Techniques in Underwater Wireless Sensor Networks
Seema Rani, Anju, Anupma Sangwan, Krishna Kumar, Kashif Nisar, et al.
(2023) Computers, Materials and Continua, 75 p.5697-5715
Journal articleEvent-Specific Transmission Forecasting of SARS-CoV-2 in a Mixed-Mode Ventilated Office Room Using an ANN
Nishant Raj Kapoor, Ashok Kumar, Anuj Kumar, Dilovan Asaad Zebari, Krishna Kumar, et al.
(2022) International Journal of Environmental Research and Public Health, 19
Journal articleEnhancing Sustainability of Corroded RC Structures : Estimating Steel-to-Concrete Bond Strength with ANN and SVM Algorithms
Rohan Singh, Harish Chandra Arora, Alireza Bahrami, Aman Kumar, Nishant Raj Kapoor, et al.
(2022) Materials, 15
Journal articleAxial Capacity of FRP-Reinforced Concrete Columns : Computational Intelligence-Based Prognosis for Sustainable Structures
Harish Chandra Arora, Sourav Kumar, Denise Penelope N. Kontoni, Aman Kumar, Madhu Sharma, et al.
(2022) Buildings, 12
Journal articleData-driven internet of things and cloud computing enabled hydropower plant monitoring system
Krishna Kumar, R. P. Saini
(2022) Sustainable Computing: Informatics and Systems, 36
Journal articleEconomic analysis of operation and maintenance costs of hydropower plants
Krishna Kumar, R. P. Saini
(2022) Sustainable Energy Technologies and Assessments, 53
Journal articleThe Use of Computational Geometry Techniques to Resolve the Issues of Coverage and Connectivity in Wireless Sensor Networks
Sharmila Devi, Anju Sangwan, Anupma Sangwan, Mazin Abed Mohammed, Krishna Kumar, et al.
(2022) Sensors, 22
Journal article reviewDevelopment of correlation to predict the efficiency of a hydro machine under different operating conditions
Krishna Kumar, R. P. Saini
(2022) Sustainable Energy Technologies and Assessments, 50
Journal articleCompressive Strength Prediction of Lightweight Concrete : Machine Learning Models
Aman Kumar, Harish Chandra Arora, Nishant Raj Kapoor, Mazin Abed Mohammed, Krishna Kumar, et al.
(2022) Sustainability (Switzerland), 14
Journal articleA review on operation and maintenance of hydropower plants
Krishna Kumar, R. P. Saini
(2022) Sustainable Energy Technologies and Assessments, 49
Journal articlePrediction of energy generation target of hydropower plants using artificial neural networks
Krishna Kumar, Gaurav Saini, Narendra Kumar, M. Shamim Kaiser, Ramani Kannan, et al.
(2022) Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies , p.309-320
Book chapterPrediction of FRCM–Concrete Bond Strength with Machine Learning Approach
Aman Kumar, Harish Chandra Arora, Krishna Kumar, Mazin Abed Mohammed, Arnab Majumdar, et al.
(2022) Sustainability (Switzerland), 14
Journal articleOptimization of renewable energy sources using emerging computational techniques
Aman Kumar, Krishna Kumar, Nishant Raj Kapoor
(2022) Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies , p.187-236
Book chapterReservoir simulation model for the design of irrigation projects
Siva Ramakrishna Madeti, Gaurav Saini, Krishna Kumar
(2022) Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies , p.341-358
Book chapterIoET-SG : Integrating internet of energy things with smart grid
M. Shahidul Islam, Md Mehedi Islam, Sabbir Ahmed, Md Sazzadur Rahman, Krishna Kumar, et al.
(2022) Sustainable Developments by Artificial Intelligence and Machine Learning for Renewable Energies , p.49-61
Book chapterTransmission Probability of SARS-CoV-2 in Office Environment Using Artificial Neural Network
Nishant Raj Kapoor, Ashok Kumar, Anuj Kumar, Anil Kumar, Krishna Kumar
(2022) IEEE Access, 10 p.121204-121229
Journal articleMachine Learning-Based CO2Prediction for Office Room : A Pilot Study
Nishant Raj Kapoor, Ashok Kumar, Anuj Kumar, Aman Kumar, Mazin Abed Mohammed, et al.
(2022) Wireless Communications and Mobile Computing, 2022
Journal articleIdentification of Cardiac Patients Based on the Medical Conditions Using Machine Learning Models
Krishna Kumar, Narendra Kumar, Aman Kumar, Mazin Abed Mohammed, Alaa S. Al-Waisy, et al.
(2022) Computational Intelligence and Neuroscience, 2022
Journal articleApplication of Internet of Things in Image Processing
Narendra Kumar, Krishna Kumar, Anil Kumar
(2022) 2022 IEEE Delhi Section Conference, DELCON 2022
Conference paperDimensions of Internet of Things : Technological Taxonomy Architecture Applications and Open Challenges-A Systematic Review
Krishna Kumar, Aman Kumar, Narendra Kumar, Mazin Abed Mohammed, Alaa S. Al-Waisy, et al.
(2022) Wireless Communications and Mobile Computing, 2022
Journal article reviewAn Optimized Neuro-Bee Algorithm Approach to Predict the FRP-Concrete Bond Strength of RC Beams
Aman Kumar, Harish Chandra Arora, Mazin Abed Mohammed, Krishna Kumar, Jan Nedoma
(2022) IEEE Access, 10 p.3790-3806
Journal articleDifferent types of microstrip filters for UWB communication
Prashant Ranjan, Krishna Kumar, Sachin Kumar Pal, Rachna Shah
(2021) Next-Generation Antennas : Advances and Challenges , p.1-22
Book chapterNext-generation antennas : Advances and challenges
Prashant Ranjan, Dharmendra Kumar Jhariya, Manoj Gupta, Krishna Kumar, Pradeep Kumar
(2021)
BookPreface
Prashant Ranjan, Dharmendra Kumar Jhariya, Manoj Gupta, Krishna Kumar, Pradeep Kumar
(2021) Next-Generation Antennas : Advances and Challenges
PrefaceUltra-wideband filtering antenna : Advancement and challenges
Prashant Ranjan, Krishna Kumar, Sachin Kumar Pal, Rachna Shah
(2021) Next-Generation Antennas : Advances and Challenges , p.155-164
Book chapterApplication of IoT in Agriculture
Narendra Kumar, Anil Kumar Dahiya, Krishna Kumar, Sarvesh Tanwar
(2021) 2021 9th International Conference on Reliability, Infocom Technologies and Optimization (Trends and Future Directions), ICRITO 2021
Conference paperApplication of Artificial Intelligence for the Optimization of Hydropower Energy Generation
Krishna Kumar, R. P. Saini
(2021) EAI Endorsed Transactions on Industrial Networks and Intelligent Systems, 8 p.1-12
Journal articleModified median filter for image denoising
Narendra Kumar, Anil Kumar Dahiya, Krishna Kumar
(2020) International Journal of Advanced Science and Technology, 29 p.1495-1502
Journal articleImage restoration using a fuzzy-based median filter and modified firefly optimization algorithm
Narendra Kumar, Anil Kumar Dahiya, Krishna Kumar
(2020) International Journal of Advanced Science and Technology, 29 p.1471-1477
Journal articlePower System Stabilization Tuning and Step Response Test of AVR : A Case Study
Krishna Kumar, Ajay Kumar Singh, Ravindra Pratap Singh
(2020) 2020 6th International Conference on Advanced Computing and Communication Systems, ICACCS 2020 , p.482-485
Conference paperSynchronous Condensing Mode Operation of Hydropower Plants
Krishna Kumar, Ajay Kumar Singh, Ravindra Pratap Singh
(2020) 2020 6th International Conference on Advanced Computing and Communication Systems, ICACCS 2020 , p.486-488
Conference paperRole of IoT to avoid spreading of COVID-19
Krishna Kumar, Narendra Kumar, Rachna Shah
(2020) International Journal of Intelligent Networks, 1 p.32-35
Journal article (letter)Application of machine learning for hydropower plant silt data analysis
Krishna Kumar, R. P. Saini
(2020) , p.5575-5579
Conference paperEffect of wavelet filters on SFQ encoder performance for medical images
Krishna Kumar, Rajeev Gupta, Basant Kumar, Chandrahas Kumar
(2015) 2015 38th International Conference on Telecommunications and Signal Processing, TSP 2015
Conference paper
Research Project
Current Project at CMES
Research Data Infrastructure on MENA (2024-ongoing), funded by the MECW Research Program