Human-AI Collaboration via Hybrid Intelligent System for Safe Autonomous Driving J. Jayapradha, Dr.M.Janaki, Rayappan Lotus, A. F. Ahamed Nanotechnology Perceptions, 2024 The growing penetration of artificial intelligence in applications including autonomous vehicles and brilliant factory equipment amplifies the risk of catastrophic damages from the execution of incomplete machine learning algorithms. For providing durable and dependable effectiveness, Artificial Intelligence (AI) frameworks require massive quantities of thoughtfully curated training data. However, because the production of training data frequently wants trained manual annotation, which limits scalability, it is scarce. Thus in this research, we propose a hybrid intelligent system for a human-machine collaborative environment. This can help humans interpret the machine and finish any assignments on budget. Considering not all automated machines can manage occupations by themselves, this human-AI shared effort will have an immense effect on many different sectors. Human-machine intelligence is blended into human-in-the-loop computing to establish a hybrid intelligence regarding supplementary habits. Humans play a role with their dynamic and creative mental abilities, but algorithms are unparalleled in logic and calculation speed. To acquire high accuracy and confidence in machine learning methodologies, hybrid cognitive systems are mandatory. To make certain that potential applications are successful and dependable, designers must establish and reinforce the trust between humans and AI, starting with being an AI-ready organization and ending with a clear focus on the benefits a hybrid intelligent system can offer customers. The alliance connecting humans and technology will become even larger because of the developing trends of technical innovations and the introduction of artificial intelligence in a growing range of applications.
Multi Port Converter for Hybrid Electric Vehicles Application K. A. Mohamed Junaid, Sukhi Y, Fayaz Ahamed A, Kavitha P, Darshan C R A, Jeyashree Y 2024 International Conference on Sustainable Power and Energy Icspe 2024, 2024 This paper used for hybrid energy applications, which uses a multiple port high-gain, non-isolated, dc-dc converter topology. In this there are four ports with power sources which consists of three ports for input power sources and one port for output power. These ports are interfaced by the proposed multiple port dc-dc converter. The developed converter has advantages of high gain with respect to voltage, low component count, and high efficiency which make it highly beneficial for interfacing renewable energy applications. This is used for electric vehicle quick charging. The suggested system uses an active inductor capacitor (ALC) network to produce a high output voltage gain. Additionally, fewer switches are used per input port, and the PIC microcontroller uses an optocoupler to supply gate pulses to the switches in order to reduce the number of components.
Modeling of Hybrid Henry Gas Solubility Optimization Algorithm with Deep Learning-Based LED Driver System A. Fayaz Ahamed, Y. Sukhi Journal of Circuits Systems and Computers, 2023 Light emitting diodes (LEDs) have become an effective lighting solution because of the characteristics of energy efficiency, flexible controllability and extended lifetime. They find use in numerous lighting systems for residents, industries, enterprises and street lighting applications. The efficiency and trustworthiness of the LED systems considerably based on the thermal mechanical loading improved several degradation schemes and respective interfaces. The complication of the LED systems limits the theoretic interpretation of the core reasons for the luminous variation or the formation of the direct correlation among the thermal aging loading and the luminous output. Therefore, this paper designs a new hybrid Henry gas solubility optimization with deep learning (HHGSO-DL) algorithm for LED driver system design. The presented HHGSO-DL technique mainly concentrates on the derivation of empirical relationships among the design parameters, thermal aging loading and luminous outcomes of the LED product. In the presented HHGSO-DL technique, bidirectional long short-term memory (BiLSTM) algorithm is executed for examining the empirical relationship and its hyperparameters can be tuned by the HHGSO algorithm. In this work, the HHGSO algorithm is derived by the integration of traditional HGSO algorithm with oppositional-based learning (OBL) concept. The performance of the HHGSO-DL technique can be investigated on LED chip packaging and LED luminaire with thermal aging loading. The extensive results demonstrate the promising performance of the HHGSO-DL technique over other state-of-the-art approaches.
PV-based DC-DC buck-boost converter for LED driver K A Mohamed Junaid, Y Sukhi, N Anjum, Y Jeyashree, A Fayaz Ahamed, S Debbarma, G. Chaudhary, S. Priyadarshini, N Shylashree, S Garg, M Kumar, V Nath E Prime Advances in Electrical Engineering Electronics and Energy, 2023 PV-based power generation is implemented in many places due to the exhaustion of carbon-based fuels and ecological challenges. The solar panels for electric power generation along with the battery for storing the extra power will help society during the future demand. This paper analyzes a tri-port converter and designs it for buck-boost operation using inductors and switches in the circuit. The voltage converter is designed to have electric Energy transfer from solar panel to LED lamp, solar panel to battery and battery to LED lamp. The voltage ratio of the proposed buck-boost voltage regulator is designed to be more as compared with the conventional buck-boost converter. Also, the proposed buck-boost Voltage regulator output voltage polarity is found to be the same as compared to the input voltage. The working battery is developed to have a bi-directional power flow to deliver power to the LED lamp and to store power from the solar panel. The switches are operated alternatively and make the mode of operation strategy simple. The design of the converter stability analysis of the system using a bode plot is done. The experimental results acquired from the prototype validate the design of the converter.
Unity Power Factor Operation for Non Linear Load Applications Using Interleaved Manitoba Rectifier A.Fayaz Ahamed, Y. Sukhi, Kante Sai Lasya, P. Karishma, M. Priyankha International Interdisciplinary Humanitarian Conference for Sustainability Iihc 2022 Proceedings, 2022 The electric vehicle receives high attention in recent days as it owns the benefits like eco-friendliness and battery storage capacity. The Electric vehicles act as a paradigm shift in both the transportation and power sectors, which have the potential of helping both sectors by combining them. This coupling requires the implementation of efficient power correction techniques for charging EV batteries, which decreases the power quality difficulties of the supply front-inherent end. For power factor correction an upgraded bridgeless landsman converter is used. In this proposed system bridgeless landsman converter is used. It manages the link voltage with improved efficiency by conducting current across the minimal semiconductor components, which further reduces the losses. A PI controller is utilized, which assists in prediction and classification with respect to the response time. The hysteresis controller is connected to a PWM generator, which estimates the steady-state switching frequency of the converter and produces reliable results. The obtained results indicate that the proposed approach maintains sustainable environment with enhanced efficiency and minimal harmonics.
Electronic Ballast using Half Bridge Resonant Converter Y. Sukhi, Y. Jeyashree, A. Jenifer, S. Anita, A. Ahamed Journal of Physics Conference Series, 2022 This paper presents a front-end ac-dc high power factor single stage topology. The proposed topology has good efficiency, better power factor and small size structure. The electronic ballast is designed with buck boost converter. The electronic ballast supplies power to fluorescent lamp. The lamp power regulation for the variations in the input voltage is assured. The steady state operation of the electronic ballast is done. The design of the converter in carried out from the basic principle. The equations for the electronic ballast circuit is derived from the basic principle and the analysis of the converter is done based on the equations. The elements used in the converter circuit is designed using the derived equations. The proposed converter circuit is developed for testing using 40W lamp and to determine the performance of the converter. The input pf measured has become more than 0.99. The electronic ballast efficiency with PFC circuit and buck boost converter is 94.46%
Dual Axis Solar Tracking Based Standalone PV System S Anita, E Elakkia, Y Sukhi, A Fayaz Ahamed, V Saicharan 4th International Conference on Emerging Research in Electronics Computer Science and Technology Icerect 2022, 2022 The use of hardware with four photo resistors and the open source electrical prototyping platform Arduino is explored in relation to the energy-saving method for the dual axis light (solar) tracker. The defined tolerance for two servo motors is proposed in addition to the required tolerance for the light sensors. In this case, servo motors are turned off to conserve energy if the light intensity changes within a specific range during a specific time period. It is also demonstrated that in this situation, the load on the power supply is almost zero. The task includes the design, development, assembly of all mechanical, electrical, and other components, as well as the development of the control theory guiding all module development and responsible for identifying the scenario of required need.
Battery Charger using Bi-Directional DC-DC Converter Y Sukhi, Y Jeyashree, A Jenifer, A Fayaz Ahamed, E Aahimoolam 3rd International Conference on Smart Electronics and Communication Icosec 2022 Proceedings, 2022
Smart Predictive Maintenance with AI-Driven Fault Detection AF Ahamed, PRJ Pavin, P Karthick D, Y M IEEE Xplore , 2026 2026
Future Research Agenda of Drivers and Barriers for Connected Automated Shared and Electric Vehicles S Harshavardhan, P Kavitha, Y Sukhi, AF Ahamed, K Saravanaraaj, ... The 2025 International Conference on Advanced Research in Electronics and … , 2025 2025
Multi Port Converter for Hybrid Electric Vehicles Application JY K. A. Mohamed Junaid ,Sukhi Y, Fayaz Ahamed A, Kavitha P, Darshan C R A IEEE xplore , 2025 2025
Smart street light system with auto fault detection AF Ahamed, Y Sukhi, S Anita, H Charulatha, GD Bharathi AIP Conference Proceedings 3159 (1), 020045 , 2025 2025 Citations: 1
Human-AI Collaboration via Hybrid Intelligent System for Safe Autonomous Driving JJDBSBDMJRRLAF Ahamed Nanotechnology Perceptions 20 , 2024 2024
Data Glove-Based Hand Gesture Recognition for Improved Human-Computer Interaction AFA T. B. Sivakumar , S. Rahini Sudha, Lakshminarayanan S, M. Anand Nanotechnology Perceptions 20 (S5(2024)), 159-178 , 2024 2024
Modeling of hybrid henry gas solubility optimization algorithm with deep learning-based led driver system A Fayaz Ahamed, Y Sukhi Journal of Circuits, Systems and Computers 32 (17), 2350301 , 2023 2023 Citations: 5
PV-based DC-DC buck-boost converter for LED driver KAM Junaid, Y Sukhi, N Anjum, Y Jeyashree, AF Ahamed, S Debbarma, ... e-Prime-Advances in Electrical Engineering, Electronics and Energy 5, 100271 , 2023 2023 Citations: 33
Dual axis solar tracking based standalone PV system S Anita, E Elakkia, Y Sukhi, AF Ahamed, V Saicharan 2022 Fourth International Conference on Emerging Research in Electronics … , 2022 2022 Citations: 4
Unity Power Factor Operation for Non Linear Load Applications Using Interleaved Manitoba Rectifier AF Ahamed, Y Sukhi, KS Lasya, P Karishma, M Priyankha 2022 International Interdisciplinary Humanitarian Conference for … , 2022 2022 Citations: 1
Battery Charger using Bi-Directional DC-DC Converter Y Sukhi, Y Jeyashree, A Jenifer, AF Ahamed, E Aahimoolam 2022 3rd International Conference on Smart Electronics and Communication … , 2022 2022 Citations: 3
PV based electric vehicle battery charger using resonant converter KAM Junaid, Y Sukhi, Y Jeyashree, A Jenifer, AF Ahamed Renewable Energy Focus 42, 24-32 , 2022 2022 Citations: 20
High Step Up Converter with Transformerless Inverter for Grid Integration Y Sukhi, Y Jeyashree, S Anita, A Jenifer, AF Ahamed Indian Journal of Science and Technology 15 (34), 1655-1665 , 2022 2022 Citations: 2
Single Stage Long Lifespan LED Driver using Resonant Converter KAM JUNAID, Y SUKHI, Y JEYASHREE, AF AHAMED 2022
Electronic Ballast using Half Bridge Resonant Converter Y Sukhi, Y Jeyashree, A Jenifer, S Anita, AF Ahamed Journal of Physics: Conference Series 2312 (1), 012077 , 2022 2022 Citations: 2
Concept and Development of Triple Encryption Lock System AF Ahamed, R Prathiksha, M Keerthana, DM Priya Intelligent Data Communication Technologies and Internet of Things … , 2022 2022
Bidirectional DC-DC Converter Using Zero Voltage Switching Y Sukhi, Y Jeyashree, A Jenifer, S Anita, AF Ahamed Revista GEINTEC-Gestao Inovacao E Tecnologias 11 (4), 3336-3351 , 2021 2021 Citations: 1
Optimization of hybrid microgrid of renewable energy efficiency using Homer software AF Ahamed, RMR Vibahar, S Purusothaman, M Gurudevan, P Ravivarma Revista Geintec-Gestao Inovacao E Tecnologias 11 (4), 3427-3441 , 2021 2021 Citations: 14
Progression of Maximum Power Point Tracking for Photovoltaic. Y Sukhi, S Anita, AF Ahamed Turkish Online Journal of Qualitative Inquiry 12 (5) , 2021 2021
Automation Of 400 KV Swichyard Using Networked Distributed I/O PLC MAF Ahamed, S Anita, Y Sukhi Solid State Technology 63 (6), 5746-5753 , 2020 2020 Citations: 2
MOST CITED SCHOLAR PUBLICATIONS
PV-based DC-DC buck-boost converter for LED driver KAM Junaid, Y Sukhi, N Anjum, Y Jeyashree, AF Ahamed, S Debbarma, ... e-Prime-Advances in Electrical Engineering, Electronics and Energy 5, 100271 , 2023 2023 Citations: 33
PV based electric vehicle battery charger using resonant converter KAM Junaid, Y Sukhi, Y Jeyashree, A Jenifer, AF Ahamed Renewable Energy Focus 42, 24-32 , 2022 2022 Citations: 20
Optimization of hybrid microgrid of renewable energy efficiency using Homer software AF Ahamed, RMR Vibahar, S Purusothaman, M Gurudevan, P Ravivarma Revista Geintec-Gestao Inovacao E Tecnologias 11 (4), 3427-3441 , 2021 2021 Citations: 14
National Educational Policy (NEP) 2020–The Inevitable Change S Anita, AF Ahmed, Y Sukhi, E Elakkia PalArch’ s Journal of Archaeology of Egypt/Egyptology 17 (9), 1945-1949 , 2020 2020 Citations: 9
Modeling of hybrid henry gas solubility optimization algorithm with deep learning-based led driver system A Fayaz Ahamed, Y Sukhi Journal of Circuits, Systems and Computers 32 (17), 2350301 , 2023 2023 Citations: 5
Dual axis solar tracking based standalone PV system S Anita, E Elakkia, Y Sukhi, AF Ahamed, V Saicharan 2022 Fourth International Conference on Emerging Research in Electronics … , 2022 2022 Citations: 4
Battery Charger using Bi-Directional DC-DC Converter Y Sukhi, Y Jeyashree, A Jenifer, AF Ahamed, E Aahimoolam 2022 3rd International Conference on Smart Electronics and Communication … , 2022 2022 Citations: 3
High Step Up Converter with Transformerless Inverter for Grid Integration Y Sukhi, Y Jeyashree, S Anita, A Jenifer, AF Ahamed Indian Journal of Science and Technology 15 (34), 1655-1665 , 2022 2022 Citations: 2
Electronic Ballast using Half Bridge Resonant Converter Y Sukhi, Y Jeyashree, A Jenifer, S Anita, AF Ahamed Journal of Physics: Conference Series 2312 (1), 012077 , 2022 2022 Citations: 2
Automation Of 400 KV Swichyard Using Networked Distributed I/O PLC MAF Ahamed, S Anita, Y Sukhi Solid State Technology 63 (6), 5746-5753 , 2020 2020 Citations: 2
Smart street light system with auto fault detection AF Ahamed, Y Sukhi, S Anita, H Charulatha, GD Bharathi AIP Conference Proceedings 3159 (1), 020045 , 2025 2025 Citations: 1
Unity Power Factor Operation for Non Linear Load Applications Using Interleaved Manitoba Rectifier AF Ahamed, Y Sukhi, KS Lasya, P Karishma, M Priyankha 2022 International Interdisciplinary Humanitarian Conference for … , 2022 2022 Citations: 1
Bidirectional DC-DC Converter Using Zero Voltage Switching Y Sukhi, Y Jeyashree, A Jenifer, S Anita, AF Ahamed Revista GEINTEC-Gestao Inovacao E Tecnologias 11 (4), 3336-3351 , 2021 2021 Citations: 1
Smart Predictive Maintenance with AI-Driven Fault Detection AF Ahamed, PRJ Pavin, P Karthick D, Y M IEEE Xplore , 2026 2026
Future Research Agenda of Drivers and Barriers for Connected Automated Shared and Electric Vehicles S Harshavardhan, P Kavitha, Y Sukhi, AF Ahamed, K Saravanaraaj, ... The 2025 International Conference on Advanced Research in Electronics and … , 2025 2025
Multi Port Converter for Hybrid Electric Vehicles Application JY K. A. Mohamed Junaid ,Sukhi Y, Fayaz Ahamed A, Kavitha P, Darshan C R A IEEE xplore , 2025 2025
Human-AI Collaboration via Hybrid Intelligent System for Safe Autonomous Driving JJDBSBDMJRRLAF Ahamed Nanotechnology Perceptions 20 , 2024 2024
Data Glove-Based Hand Gesture Recognition for Improved Human-Computer Interaction AFA T. B. Sivakumar , S. Rahini Sudha, Lakshminarayanan S, M. Anand Nanotechnology Perceptions 20 (S5(2024)), 159-178 , 2024 2024
Single Stage Long Lifespan LED Driver using Resonant Converter KAM JUNAID, Y SUKHI, Y JEYASHREE, AF AHAMED 2022
Concept and Development of Triple Encryption Lock System AF Ahamed, R Prathiksha, M Keerthana, DM Priya Intelligent Data Communication Technologies and Internet of Things … , 2022 2022