Received PhD, M.Tech, B.Tech from Dr APJAKTU Lucknow. I have published 5 SCIs, 2 Scopus indexed journals. More than 5 conferences and 03 book chapters. One patent has also been granted.
EDUCATION
PhD- Electrical Engineering
RESEARCH, TEACHING, or OTHER INTERESTS
Electrical and Electronic Engineering, Energy, Renewable Energy, Sustainability and the Environment, Engineering
Deep Learning-Based Prediction of Solar and Wind Energy for Smart Grid Optimization Shubham Tiwari, Ankita Bhatt, Saurabh, Riddhi Saraf, Tannu Tiwari 2026 2nd International Conference on Cognitive Computing in Engineering Communications Sciences and Biomedical Health Informatics Ic3ecsbhi 2026, 2026 With the fast adoption of renewable energy sources such as solar and wind, ensuring power system reliability requires accurate short-term forecasting of generation output. This paper investigates the application of AI-based modelsincluding ensemble and deep learning techniques for predicting renewable energy generation. The models examined comprises of Linear Regression, Random Forest, LSTM, GRU, and a hybrid CNN-LSTM framework. Using historical meteorological and power generation data, we evaluated each model's accuracy with parameters like RMSE, MAE, and R<sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">2</sup>. The results show that hybrid deep learning models, i.e. CNN-LSTM, performs better than traditional methods. They effectively model nonlinear and time-related patterns in weather-influenced data. These findings show the promise of hybrid AI frameworks in supporting dependable and efficient renewable energy integration for smart grid systems.
Development of an Intelligent Loan Eligibility Prediction Model with Integrated Scholarship Ankita Bhatt, Shubham Tiwari, Shreya Singh, Sagar Sahani Proceedings of the 2025 3rd International Conference on Advances in Computation Communication and Information Technology Icaiccit 2025, 2025 This study introduces a smart loan eligibility prediction model that not only assesses an applicant's chances of loan approval but also incorporates an evaluation for scholarship assistance based on socioeconomic status and income levels. The proposed system integrates a scholarship assessment component to support economically disadvantaged individuals, while applying various supervised machine learning algorithms to predict loan approval outcomes. Experimental analysis on the dataset revealed that Logistic Regression and Random Forest models achieved the highest performance, delivering an accuracy of 84.55% and a precision of 91%. These results outperformed other classifiers, including Support Vector Machines, Decision Trees, Naïve Bayes, and XGBoost. By combining financial aid assessment with credit evaluation, the framework promotes inclusive access to financial services and helps institutions make socially responsible lending decisions.
Optimizing Hybrid Renewable Energy Systems for Sustainable Power Generation: A Machine Learning Approach Ankita Bhatt, Shubham Tiwari, Pavitra Mishra, Shivankar Pandey 2025 3rd International Conference on Communication Security and Artificial Intelligence Iccsai 2025, 2025 The increasing need for sustainable energy solutions has driven research into hybrid energy systems, particularly those leveraging solar and wind energy. This study proposes an optimized hybrid energy system employing machine learning to enhance efficiency and predictability in renewable energy production and distribution. The integration of advanced algorithms and real-time data analytics ensures improved performance and reduces dependence on fossil fuels, addressing pressing climate change concerns. Machine learning models not only optimize energy allocation but also predict system behaviour under varying conditions, ensuring robustness and adaptability in dynamic environments.
A Systematic Approach to Simulate a Fundamental Model of an Electric Vehicle in MATLAB Environment Shubham Tiwari, Ankita Bhatt, Ankit Patel, Nipun Mishra 2025 6th International Conference for Emerging Technology Incet 2025, 2025 Integration of Electric Vehicles (EVs) in modern power system is inevitable. The rapid growth in the sector has pushed the engineers and scientists to go deep in the field and develop more competitive and economical models. The understanding of fundamental mathematical proto-type with vehicle dynamics provides a basic building block to develop more efficient models. An effort has been made in this paper to demonstrate fundamental modelling of an EV in MATLAB environment. The demonstrated MATLAB model comprehensively provides understanding of an EV. It simulates key components such as the electric motor, battery and vehicle dynamics.
Hybrid Photovoltaic/PEM Fuel Cell Driven Water Pumping System for Agricultural Application: Overview, Challenges and Future Perspectives Photovoltaic Systems Technology, 2024
Solution of Economic Load Dispatch by ParticleSwarm Optimization in Renewable Integrated Environment Raju Kumar Maurya, Shubham Tiwari, Giraja Shanker Chaurasia, Amit Agarwal, Ankita Bhatt 2024 International Conference on Electrical Electronics and Computing Technologies Iceect 2024, 2024 Economic allocation of prevalent demand among participating generators is an important aspect for power engineers. It’s a complex optimization problem which involves several constraints to be met at the same time. In this paper the problem of economic load dispatch is investigated for IEEE three generating units. Particle Swarm Optimization technique with time varying acceleration coefficients (PSO-Tvac) is taken as the solution methodology and results are compared with Classical Particle Swarm Optimization (CPSO) and other methods implemented on the same test case. Further, modelling has been done for the inclusion of PV based solar generation and wind generation with conventional thermal generation. The saving in fuel cost/day is also reported for the case undertaken. The entire work has been done in MATLAB environment. The results show that PSO and its variants are effective in solving non- linear convex ELD problem.
Image Detection for Visually Impaired Ankita Bhatt, Amit Agrawal, Mohd Kaif, Shubham Tiwari, Yash, Shoaib Ahmed, Saatvik Sudershan 2024 4th International Conference on Advance Computing and Innovative Technologies in Engineering Icacite 2024, 2024
Traffic Flow Control Through Image Processing Ankita Bhatt, Ritika, Abhinav Teotia, Divyanshi Yadav, Akansha, Shubham Tiwari 2023 International Conference on Sustainable Emerging Innovations in Engineering and Technology Icseiet 2023, 2023
Production of fuel from plastic using electricity Vaibhav Kumar, Jayant Sharma, Vinmay Srivastava, Shailendra Singh, Shubham Tiwari, Raju Kumar Maurya, Vikas Singh Bhadoria Proceedings of the 2020 9th International Conference on System Modeling and Advancement in Research Trends Smart 2020, 2020
Optimized generation scheduling of thermal generators integrated to wind energy system with storage International Journal of Renewable Energy Research, 2018
Application of CNN Based Segregation Techniques for Waste Management A Bhatt, N Jha, G Kumar, S Tiwari, S Jain 2026 3rd International Conference on Advancements and Key Challenges in … , 2026 2026
EEG-Based Emotion Recognition Using Quantum Kernel–Based Machine Learning A Bhatt, S Jain, C Jain, A Baranwal, C Sharma, S Tiwari 2026 3rd International Conference on Advancements and Key Challenges in … , 2026 2026
Deep Learning-Based Prediction of Solar and Wind Energy for Smart Grid Optimization S Tiwari, A Bhatt, R Saraf, T Tiwari 2026 2nd International Conference on Cognitive Computing in Engineering … , 2026 2026
Comparative Study of Standard 20T SRAM and Memristor-Integrated 20T SRAM for Plasticity-based Neuromorphic Behavior K Sharma, M Nayak, A Bhatt, S Tiwari 2026 International Conference on Electronics and Renewable Systems (ICEARS … , 2026 2026
Development of an Intelligent Loan Eligibility Prediction Model with Integrated Scholarship A Bhatt, S Tiwari, S Singh, S Sahani 2025 3rd International Conference on Advances in Computation, Communication … , 2025 2025
Optimizing Hybrid Renewable Energy Systems for Sustainable Power Generation: A Machine Learning Approach A Bhatt, S Tiwari, P Mishra, S Pandey 2025 3rd International Conference on Communication, Security, and Artificial … , 2025 2025
A Systematic Approach to Simulate a Fundamental Model of an Electric Vehicle in MATLAB Environment S Tiwari, A Bhatt, A Patel, N Mishra 2025 6th International Conference for Emerging Technology (INCET), 1-4 , 2025 2025 Citations: 1
Solution of Economic Load Dispatch by ParticleSwarm Optimization in Renewable Integrated Environment RK Maurya, S Tiwari, GS Chaurasia, A Agarwal, A Bhatt 2024 International Conference on Electrical Electronics and Computing … , 2024 2024
Implementation of novel full-wave rectifier using second generation current conveyor (CCII) A Agrawal, A Rai, K Singh, A Bhatt, A Shrivastava, S Tiwari, B Mahato Analog Integrated Circuits and Signal Processing 120 (1), 21-30 , 2024 2024 Citations: 4
Image Detection For Visually Impaired A Bhatt, A Agrawal, M Kaif, S Tiwari, S Ahmed, S Sudershan 2024 4th International Conference on Advance Computing and Innovative … , 2024 2024
Improved relay algorithm for detection and classification of transmission line faults in monopolar HVDC transmission system using signum function of transient energy S Deb, S Lata, VS Bhadoria, S Tiwari, TI Maris, V Vita, G Fotis IEEe Access 12, 15561-15571 , 2024 2024 Citations: 35
Traffic Flow Control Through Image Processing A Bhatt, Ritika, A Teotia, D Yadav, Akansha, S Tiwari 2023 International Conference on Sustainable Emerging Innovations in … , 2023 2023 Citations: 1
SEPIC converter in discontinuous conduction mode: small signal modeling and analysis A Agrawal, A Shrivastava, K Singh, B Mahato, S Tiwari, A Rai International Journal of Circuit Theory and Applications 50 (2), 633-652 , 2022 2022 Citations: 5
Unit commitment problem in renewable integrated environment with storage: A review S Tiwari, B Dwivedi, MP Dave, A Shrivastava, A Agrawal, VS Bhadoria International Transactions on Electrical Energy Systems 31 (10), e12775 , 2021 2021 Citations: 17
Fuzzy logic controller based solar MPPT and battery charging for hybrid vehicle application S Tripathi, A Shrivastava, KC Jana, S Tiwari, VS Bhadoria, Anurag AIP Conference Proceedings 2294 (1), 040007 , 2020 2020 Citations: 5
Performance analysis of Luo converter in continuous conduction mode (CCM) for electric vehicle A Agrawal, A Shrivastava, S Tiwari, A Ambikapathy, A Rai AIP Conference Proceedings 2294 (1), 040015 , 2020 2020 Citations: 7
Production of Fuel from Plastic using Electricity V Kumar, J Sharma, V Srivastava, S Singh, S Tiwari, RK Maurya, ... 2020 9th International Conference System Modeling and Advancement in … , 2020 2020 Citations: 6
Investigation of different BPD placement topologies for shaded modules in a series-parallel configured PV array VS Bhadoria, RK Pachauri, S Tiwari, SP Jaiswal, HH Alhelou IEEE Access 8, 216911-216921 , 2020 2020 Citations: 40
Application of Artificial Intelligence-Based Solution Methodology in Generation Scheduling Problem S Tiwari, V Bhadoria, B Dwivedi Intelligent Computing and Applications: Proceedings of ICICA 2019, 73-81 , 2020 2020 Citations: 3
A multi-stage hybrid artificial intelligence based optimal solution for energy storage integrated mixed generation unit commitment problem S Tiwari, B Dwivedi, MP Dave Journal of Intelligent & Fuzzy Systems 35 (5), 4909-4919 , 2018 2018 Citations: 7
MOST CITED SCHOLAR PUBLICATIONS
Economic load dispatch using particle swarm optimization S Tiwari, MP Dave, B Dwivedi Lap Lambert Academic Publishing , 2017 2017 Citations: 65
Investigation of different BPD placement topologies for shaded modules in a series-parallel configured PV array VS Bhadoria, RK Pachauri, S Tiwari, SP Jaiswal, HH Alhelou IEEE Access 8, 216911-216921 , 2020 2020 Citations: 40
Improved relay algorithm for detection and classification of transmission line faults in monopolar HVDC transmission system using signum function of transient energy S Deb, S Lata, VS Bhadoria, S Tiwari, TI Maris, V Vita, G Fotis IEEe Access 12, 15561-15571 , 2024 2024 Citations: 35
Unit commitment problem in renewable integrated environment with storage: A review S Tiwari, B Dwivedi, MP Dave, A Shrivastava, A Agrawal, VS Bhadoria International Transactions on Electrical Energy Systems 31 (10), e12775 , 2021 2021 Citations: 17
A two stage solution methodology for deterministic unit commitment problem S Tiwari, B Dwivedi, MP Dave 2016 IEEE Uttar Pradesh Section International Conference on Electrical … , 2016 2016 Citations: 11
Performance analysis of Luo converter in continuous conduction mode (CCM) for electric vehicle A Agrawal, A Shrivastava, S Tiwari, A Ambikapathy, A Rai AIP Conference Proceedings 2294 (1), 040015 , 2020 2020 Citations: 7
A multi-stage hybrid artificial intelligence based optimal solution for energy storage integrated mixed generation unit commitment problem S Tiwari, B Dwivedi, MP Dave Journal of Intelligent & Fuzzy Systems 35 (5), 4909-4919 , 2018 2018 Citations: 7
Optimized generation scheduling of thermal generators integrated to wind energy system with storage S Tiwari, B Dwivedi, MP Dave start-up 1, 2 , 2018 2018 Citations: 7
Particle swarm optimization technique with time varying acceleration coefficients for load dispatch problem S Tiwari, A Maurya IJRITCC 3 (6), 3878-3885 , 2015 2015 Citations: 7
Production of Fuel from Plastic using Electricity V Kumar, J Sharma, V Srivastava, S Singh, S Tiwari, RK Maurya, ... 2020 9th International Conference System Modeling and Advancement in … , 2020 2020 Citations: 6
SEPIC converter in discontinuous conduction mode: small signal modeling and analysis A Agrawal, A Shrivastava, K Singh, B Mahato, S Tiwari, A Rai International Journal of Circuit Theory and Applications 50 (2), 633-652 , 2022 2022 Citations: 5
Fuzzy logic controller based solar MPPT and battery charging for hybrid vehicle application S Tripathi, A Shrivastava, KC Jana, S Tiwari, VS Bhadoria, Anurag AIP Conference Proceedings 2294 (1), 040007 , 2020 2020 Citations: 5
Economic load dispatch using particle swarm optimization T Shubham, GS Chaurasia International Journal of Application or Innovation in Engineering and … , 2013 2013 Citations: 5
Implementation of novel full-wave rectifier using second generation current conveyor (CCII) A Agrawal, A Rai, K Singh, A Bhatt, A Shrivastava, S Tiwari, B Mahato Analog Integrated Circuits and Signal Processing 120 (1), 21-30 , 2024 2024 Citations: 4
Advancements in unit commitment strategy S Tiwari, B Dwivedi, MP Dave Proceedings of ICETEESES, 11-12 , 2016 2016 Citations: 4
Application of Artificial Intelligence-Based Solution Methodology in Generation Scheduling Problem S Tiwari, V Bhadoria, B Dwivedi Intelligent Computing and Applications: Proceedings of ICICA 2019, 73-81 , 2020 2020 Citations: 3
A Systematic Approach to Simulate a Fundamental Model of an Electric Vehicle in MATLAB Environment S Tiwari, A Bhatt, A Patel, N Mishra 2025 6th International Conference for Emerging Technology (INCET), 1-4 , 2025 2025 Citations: 1
Traffic Flow Control Through Image Processing A Bhatt, Ritika, A Teotia, D Yadav, Akansha, S Tiwari 2023 International Conference on Sustainable Emerging Innovations in … , 2023 2023 Citations: 1
Unit Commitment Problem Solution for Renewable Integrated Generation S Tiwari, B Dwivedi, MP Dave i-Manager's Journal on Electrical Engineering 10 (4), 13 , 2017 2017 Citations: 1
Application of CNN Based Segregation Techniques for Waste Management A Bhatt, N Jha, G Kumar, S Tiwari, S Jain 2026 3rd International Conference on Advancements and Key Challenges in … , 2026 2026
RESEARCH OUTPUTS (PATENTS, SOFTWARE, PUBLICATIONS, PRODUCTS)
