Electrical and Electronic Engineering, Renewable Energy, Sustainability and the Environment, Energy Engineering and Power Technology, Biomedical Engineering
AI-driven Collaborative Energy Management for Smart Cities Using Hybrid Optimization and IOT Data Fusion S. Arunamary, G. Sudhagar, S. Priya, S. Prakash Cognitive Computing with Intelligent Engineering Platforms, 2026 Electric Vehicles (EVs), which are a cleaner and quieter alternative to conventional gasoline-fueled automobiles, are powered by electricity. An Electric Vehicle (EV) is one that is powered by electric motors and rechargeable batteries. This chapter describes a novel method for maximizing smart home appliance power consumption. It also introduces a new Secretary Bird Optimization ISBOA algorithm for more effective power consumption scheduling in time-of-use and critical peak pricing CPP schemes. To reduce energy costs and peak demand, two dynamic pricing methods, TOU-CPP, are used in this technique. This work addresses the major challenges in Smart home energy management, with a focus on enhancing user comfort while lowering electricity bills and peak demand. Through the incorporation of RES and ESD into the electrical grid, the proposed strategy creates a more efficient EMS. Because of this integration, CPP and TOU pricing schemes seek to reduce the Peak-toAverage Ratio (PAR) and redistribute the load to allow the best appliance sched-uling possible by categorizing household appliances, separated into three groups: hybrid, time-flexible, and power-flexible. The study creates a thorough load scheduling design that improves user comfort while maintaining energy efficiency. The benefits of the Tabu search method are combined with the pursuit and running habits of secretary birds in the ISBO algorithm, which improves on tra-ditional Secretary Bird Optimization (SBOA). This hybrid algorithm optimizes appliance scheduling based on power ratings and operational characteristics while dynamically adapting to current energy prices. The system allows users to schedule appliances more efficiently using Demand Response (DR) signals and real-time pricing data, resulting in cost savings and improved grid stability. The MATLAB simulation results show obvious decreases in energy use and electricity expenses in a range of situations.
Deep Cognitive Computing with Swin-Bi-LSTM for Real-time SOC Estimation in Smart EV Battery Systems S. Arunamary, G. Sudhagar, S. Priya, S. Prakash, P. Vinothkumar Cognitive Computing with Intelligent Engineering Platforms, 2026 State of charge (SoC) estimation is vital to the efficient and safe operation of Electric Vehicles (EVs). The exceptional properties of lithium-ion batteries, such as high-power density, long life, and wide operating temperature range, rapid charging, and low self-discharge, are making them more popular. To ensure that the EV batteries operate at their optimal level and safely, a Battery Management System (BMS) must be installed. By tracking the SoC, the BMS manages, preserves, and guarantees the longevity and operation of rechargeable batteries. The Li-ion battery dataset was first pre-processed through normalization and data cleaning. Inertial Weighted Principal Component Analysis (IW-PCA) derives features related to charge and discharge data from lithium-ion battery analysis. The derived features are then fed into the Swin-BiLSTM model, which is a combination of the Bi-LSTM model and the Swin transformer. The Transformer model has the ability to capture long-range dependencies accurately. The SA-AZOA method is then utilized to hyper-tune the proposed model. This optimization technique allows for efficient SoC estimation in order to acquire the optimal model configuration. Root Mean Square Error (RMSE), Normalized Mean Square Error (NMSE), Relative Error (RE), and Mean Absolute Error (MAE) are the evaluation indices that are employed. The proposed model, known as the Optimized Swin-Bi-LSTM (OSB) model, was tested on the NASA Li-ion battery dataset in MATLAB and showed higher performance, with the lowest RMSE of 0.76%. Reliable SoC assessment contributes to the increased confidence of consumers in their electric vehicles by accurately estimating battery status, reducing unscheduled vehicle downtime, and enhancing driving enjoyment.
Control Algorithm Comparison for Prosthetic Limb Optimization M. Jeyasudha, S. Prakash AI in Health and Human Centric Systems, 2025 This chapter is a comparative analysis of control algorithms used typically in prosthetic leg devices. It aims to ascertain the algorithms' relative effectiveness in facilitating prosthetic limbs' functional ability and satisfaction among users. Based on the scientific comparison of literature on current control strategies, this study concludes the major strengths and weaknesses and research areas in this regard. Control techniques are required to facilitate prosthetic limbs' more natural, responsive movement. Pattern recognition-based techniques use sensor data to recognize user intent, and impedance control techniques modulate joint stiffness to reproduce natural biomechanics.Nevertheless, high computational complexity, real-time processing demands, and user training of significant length continue to be major issues. By looking at the current state of control algorithms, this paper gives reflective observation on their use and usage.
Flood Prevention System Using IoT Balasubramaniam Muniandy, Siti Sarah Maidin, M. Batumalay, Lakshmi Dhandapani, Prakash. S International Journal of Advanced Computer Science and Applications, 2025
Intelligent excitation control system for plant generator Department of EEE, Bharath Institute of Higher education and research, Tamilnadu, India., Dr. T. R. Rangaswamy, Dr. S. Prakash, Department of EEE, Bharath Institute of Higher education and research, Tamilnadu, India., Rathika R, et al. International Journal of Engineering and Advanced Technology, 2019
Advance control scheme for desalination plant Professor, Department of EEE, Bharath Institute of Higher education and research, Tamilnadu, India, Dr.S. Prakash, Rathika R, Assistant Professor, Department of EEE, Bharath Institute of Higher education and research, Tamilnadu, India., Dr.T.R. Rangaswamy, et al. International Journal of Engineering and Advanced Technology, 2019
Finite element analysis of current transformer in power system International Journal of Innovative Technology and Exploring Engineering, 2019
Artificial intelligent based distribution automation of swift fault detection isolation and power restoration for HT network International Journal of Innovative Technology and Exploring Engineering, 2019
Efficient grid management system with renewable and conventional power sources International Journal of Innovative Technology and Exploring Engineering, 2019
Closed loop control of dual buck-boost AC/DC converter for DC nano-grid using fuzzy-logic-controller International Journal of Innovative Technology and Exploring Engineering, 2019
Effective energy audit and energy management of residential building International Journal of Recent Technology and Engineering, 2019
Effective power quality of grid connected WECS employing FLC controllers International Journal on Emerging Technologies, 2019
Investigation on solar panels with and without shading effects in series and parallel connections International Journal of Engineering and Advanced Technology, 2019
Performance analysis of wind and photovoltaic system fed micro grid using fuzzy logic controller Journal of Advanced Research in Dynamical and Control Systems, 2019
Enhancement in energy system stability with the utilization of facts devices International Journal of Mechanical Engineering and Technology, 2017
Speed control of DC engine PID that is utilizing controller - A review International Journal of Mechanical Engineering and Technology, 2017
Augmentation of heat transfer performance with aluminium and copper twisted tape inserts International Journal of Chemical Sciences, 2016
Experimental investigation of twisted tape insert on laminar flow with uniform heat flux for enhancement of heat transfer Journal of Chemical and Pharmaceutical Sciences, 2015
Modeling and analysis of photovoltaic module International Journal of Applied Engineering Research, 2015
Power quality improvement by harmonic reduction technique International Journal of Applied Engineering Research, 2014
Design of a robust power system stabilizer using harmony search algorithm International Journal of Applied Engineering Research, 2014
RECENT SCHOLAR PUBLICATIONS
An Adaptive Neuro-Fuzzy Inference System with the Comparative Metaheuristic Aware Renewable Energy-Based Multifunction Onboard Charger-Based Ev GB Josly, S Prakash Global Conference on Sustainable Energy Systems, Smart Electronics and … , 2026 2026
Adaptive Neuro-Fuzzy Inference System with Dragonfly Optimization: An Advanced Control Solution for Shell and Tube Heat Exchangers P Karunakaran, S Prakash Global Conference on Sustainable Energy Systems, Smart Electronics and … , 2026 2026
Intelligent Optimization Framework for Grid-Integrated Wind Energy Systems Using BFO–PI Controller and Modified SEPIC Converter Model S Prakash, P SR 2026 IEEE International Conference on AI Engineering and Innovations (AIEI), 1-6 , 2026 2026
A Novel RTDA-Fuzzy Control Framework for Energy-Efficient Regenerative Braking in Electric Vehicles C Subathradevi, S Prakash 2026 International Conference on Electronics and Renewable Systems (ICEARS … , 2026 2026
Bidirectional Multifunctional On-board Chargers in Electric Vehicles: Types and Approaches in EV Battery Charging System S Prakash 2026 International Conference on Electronics and Renewable Systems (ICEARS … , 2026 2026
Smart Motor Fault Detection Leveraging LabVIEW and IoT Integration P Vinoth Kumar, S Priya, S Prakash, D Gunapriya, V Sridevi AI Trust, Risk, and Security Management: Framework, Principles, and … , 2026 2026
Hybrid Ensemble Learning for Anomaly Detection in Metaverse Transactions Using Isolation Forest, Autoencoder, and XGBoost S Prakash, SA Mary, G Sudhagar, M Batumalay International Journal Research on Metaverse 3 (1), 64-80 , 2026 2026 Citations: 1
TF-EffBiGRU-AttNet: A Novel Deep Learning Framework for Spatio-Temporal Energy Demand Forecasting in Electric Vehicle Charging Networks S Prakash, SA Mary, G Sudhagar, M Batumalay Journal of Applied Data Sciences 7 (1), 409-424 , 2026 2026
Control Algorithm Comparison for Prosthetic Limb Optimization M Jeyasudha, S Prakash AI in Health and Human-Centric Systems, 167-190 , 2026 2026
Flywheel Energy Storage System Based Grid Integration With PMSM and SVPWM Control L Chitra, G Selvakumar, S Prakash 2025 IEEE 1st International Conference on Recent Trends in Computing and … , 2025 2025
Single-DOF prosthetic hand with enhanced grasp capability using ensemble deep learning and hybrid optimization JJH Hailma, S Prakash Multimedia Tools and Applications 84 (40), 48895-48917 , 2025 2025
IoT-Enabled Supervised Learning-Based Prediction Model for Smart Instrumentation Controllers in Signal Conditioning Systems S Prakash, B Kalaiselvi, M Batumalay Journal of Applied Data Sciences 6 (4), 2959-2973 , 2025 2025 Citations: 2
Wind Based DFIG Integrated Grid System Using Adaptive P&O Based MPPT Controller S Prakash, A Arunraj, A Paranthaman, R Kishore 2025 8th International Conference on Circuit, Power & Computing Technologies … , 2025 2025 Citations: 1
RNN-Based Control Strategy for Grid Connected Hybrid Systems Integrating Renewable Energy Sources S Prakash, JR Kumar, P Manikandan, B Siva 2025 8th International Conference on Circuit, Power & Computing Technologies … , 2025 2025 Citations: 1
Solar Energy Integration with Landsman Converter and RBFNN MPPT for Three-Phase Grid Applications S Prakash, C Jose 2025 International Conference on Engineering Innovations and Technologies … , 2025 2025
Advanced Solar PV System with Battery Storage and Grid Integration Using Optimized ANFIS-Based MPPT and Self-Lift Luo Converter C Jose, S Prakash 2025 International Conference on Engineering Innovations and Technologies … , 2025 2025
Reconfigurable Ultra-High Gain DC-DC Converter for Renewable Energy Sources S Gourishetti, S Raghavendran, SL Prakash 2025 IEEE North-East India International Energy Conversion Conference and … , 2025 2025
Hardware design of SiC MOSFET-based Phase Shifted Full Bridge DC-DC Converter for EV Charging Application C Keerthika, B Saravanan, S Vishaal, SL Prakash, S Raghavendran 2025 International Conference on Power Electronics Converters for … , 2025 2025 Citations: 1
Modelling and Investigation of Solar Photovoltaic-Based Converter Configurations with Data Science Approach S Prakash, S Lakshmi, S Priya Journal of Applied Data Sciences 6 (3), 1584-1598 , 2025 2025 Citations: 1
Circuit analysis realization for a three dimensional coexisting chaotic attractor system utilizing a single multiplier and its use in secure communication P Vanithamani, S Prakash, I Jayasukumari, C Priyadarshini, B Pearly, ... Recent Trends in VLSI and Semiconductor Packaging, 504-512 , 2025 2025 Citations: 1
MOST CITED SCHOLAR PUBLICATIONS
Structural, morphological, enhanced magnetic properties and antibacterial bio-medical activity of rare earth element (REE) cerium (Ce3+) doped CoFe2O4 nanoparticles K Elayakumar, A Dinesh, A Manikandan, M Palanivelu, G Kavitha, ... Journal of Magnetism and Magnetic Materials 476, 157-165 , 2019 2019.0 Citations: 200
Industrial IoT Sensor Networks and Cloud Analytics for Monitoring Equipment Insights and Operational Data AA Jovith, CS Ranganathan, S Priya, R Vijayakumar, R Kohila, S Prakash 2024 10th International Conference on Communication and Signal Processing … , 2024 2024.0 Citations: 41
Bacillus cereus KLUVAA mediated biocement production using hard water and urea V Anitha, K Abinaya, S Prakash, A Seshagiri Rao, B Vanavil Chemical and biochemical engineering quarterly 32 (2), 257-266 , 2018 2018.0 Citations: 41
FORECASTING METHODOLOGIES OF SOLAR RESOURCE AND PV POWER FOR SMART GRID ENERGY MANAGEMENT SS S.Prakash International Journal of Pure and Applied Mathematics 116 (18), 313 - 318 , 2017 2017.0 Citations: 34
Optimization and production of curdlan gum using Bacillus cereus PR3 isolated from rhizosphere of leguminous plant S Prakash, K Rajeswari, P Divya, M Ferlin, CT Rajeshwari, B Vanavil Preparative Biochemistry and Biotechnology 48 (5), 408-418 , 2018 2018.0 Citations: 26
Decision trees for secure and transparent equipment failure prediction in cloud-connected manufacturing D Lakshmi, MN Varadarajan, J Nithisha, N Sivakamy, S Prakash 2024 10th International Conference on Communication and Signal Processing … , 2024 2024.0 Citations: 24
Evaluation of a quality improvement intervention to reduce anastomotic leak following right colectomy (EAGLE): pragmatic, batched stepped-wedge, cluster-randomized trial in 64 … British Journal of Surgery 111 (1), znad370 , 2024 2024.0 Citations: 20
Permanent pacemaker implantation and paravalvular leak rates following sutureless aortic valve operations M Lazkani, C Yerasi, S Prakash, A Pershad, K Fang Journal of Cardiac Surgery 33 (12), 808-817 , 2018 2018.0 Citations: 20
Estimation of losses in yield of fenugreek due to downy and powdery mildew S Prakash, GS Saharan Haryana Journal of Horticultural Sciences 31 (1/2), 133-134 , 2002 2002.0 Citations: 17
Control of bldc motor powered electric vehicle using indirect vector control and sliding mode observer S Prakash, S Sherine International Journal of Pure and Applied Mathematics 116 (19), 295-300 , 2017 2017.0 Citations: 15
Quantitative analysis of Indian mutual funds: Equity schemes S Prakash, C Sundar Indian Journal of Finance, 20-32 , 2014 2014.0 Citations: 15
Increasing the efficiency of solar panel by solar tracking system A Imthiyas, S Prakash, N Vijay, A Alwin Abraham, B Ganesh Kumar IOP Conference Series: Materials Science and Engineering 993 (1), 012124 , 2020 2020.0 Citations: 14
Power quality improvement using matrix converter S Prakash, V Jayalakshmi International Journal of Pure and Applied Mathematics 116 , 2017 2017.0 Citations: 14
Experimental investigations on fatigue life enhancement of composite (e-glass/epoxy) single lap joint with graphene oxide modified adhesive RR Ghadge, S Prakash, SA Ganorkar Materials Research Express 8 (2), 025202 , 2021 2021.0 Citations: 13
Performance Estimation of cascaded h-bridge MLI for HEV using SVPWM G Neelakrishnan, K Anandhakumar, A Prathap, S Prakash Suraj Punj Journal for Multidisciplinary Research 11 (4), 750-756 , 2021 2021.0 Citations: 13
Power quality analysis & power system study in high voltage systems S Prakash, V Jayalakshmi International Journal of Pure and Applied Mathematics 116 , 0 Citations: 13
Morphometric appraisal of slope instability of Chilla landslide, Garhwal Himalaya GS Mehrotra, R Dharmaraju, S Prakash Journal Geological Society of India 44 (2), 203-211 , 1994 1994.0 Citations: 11
Investigation of blade geometry and airfoil for small wind turbine blade MK Chaudhary, S Prakash Advanced Science, Engineering and Medicine 11 (5), 448-452 , 2019 2019.0 Citations: 10
Women with disabilities in South Asia M Thomas, NS Hema, S Raja, S Prakash WOMEN IN ACTION-ROME THEN MANILA-, 13-17 , 2001 2001.0 Citations: 10
Hybrid MGWO-CSO optimized high gain Relift Luo converter for PV based grid tied PMBLDC drive system S Prakash, K Boopathy Measurement: Sensors 31, 101010 , 2024 2024.0 Citations: 8