Publication of Dr. P. Ebby Darney
Research Metrics
Google Scholar Citations: 652
h-index: 12
i10-index: 13
Scopus Publications: 28
Scopus h-index: 7
ResearchGate Citations: 449
Research Guidance
Ph.D. Awarded: 3
Ph.D. In Progress: 6
UG Projects Guided: 23
PG Projects Guided: 8
Selected Journal Publications
1. An Intelligent Intrusion Detection System for Cloud Computing Environments Using Symmetry-Preserving Dual-Stream Graph Neural Networks (IJARET, 2025)
2. Methodological Assessment of the Effects of Gender Interest in Aviation Job Careers (IJAR, 2025)
3. A Systematic Review and Study on Female Career Choice in Aviation (IJM, 2025)
4. Enhancing Steady-State Power Flow Optimization in Smart Grids With a Hybrid Converter Using GBDT-HBA Technique (Expert Systems with Applications, 2024)
5. An Investigation into Intrapreneurship Within the Indian Corporate and Human Resource Management System (IJM, 2024)
6. Simulation and Evaluation of the Superconducting Coils by Employing FEM (IJSR, 2024)
7. Recent Advancements of Embedded System in HMI (2024)
8. Power Flow Optimization of a Hybrid Energy System with Salp Swarm Algorithm (2022)
9. IoT Based Smart Shoes for Blind People (2022)
10. Design of Data Mining Techniques for Online Blood Bank Management by CNN Model(2021)
11. Artificial Bee Colony Optimization Algorithm for Enhancing Routing in Wireless Networks (2021)
12. Deep Learned Inter-Channel Colored Texture Pattern: A New Chromati-Texture Descriptor (Springer, 2020)
13. Hyperspectral Image Classification Using Multi-Task Feature Leverage with Multi- Variant Deep Learning (Springer, 2020)
14. Fuzzy-Based Commutation Torque Ripple Minimization and Power Factor Correction Using Modified SEPIC-PFC Converter (2019)
15. SEPIC Converter Based Power Factor Correction and Commutation Torque Ripple Minimization in PMBLDC Motor Using Fuzzy Logic (2017)
Major Conference Publications
1. A Hybrid Deep Learning Model for Optimizing Electric Vehicle Battery and Navigation Systems (IEEE ICMLAS 2025)
2. RhinoGuardNet: Integrated Deep Learning System for Rhino Conservation (IEEE ICMLAS 2025)
3. Data-Driven Decision Support System for Sustainable Energy Management (IEEE ICICI 2024)
4. Hybrid Fault Prediction and Recovery Framework for VANETs Using AI and Federated IoT (IEEE ICICT 2024)
5. AI-Enhanced IoT Model for Authentication and Tracking in Secured Jewellery Boxes (IEEE ICMCSI 2024)
6. Smart Home Automation with Smart Metering Using ZigBee Technology and Deep Belief Network (IEEE IDCIoT 2024)
7. Optimization of Battery in an Electric Vehicle (ICETEMT 2022)
8. Fire Fighting Robot (ICETEMT 2022)
Patents
1. ML-Driven IoT Platform for Personalized Health Monitoring and Predictive Diagnosis(2025)
2. IoT-Connected Smart Surveillance Drone with AI-Powered Threat Detection (2025)
3. AI-Enhanced IoT System for Autonomous Smart Home Energy Control (2025)
4. Intelligent Atmosphere Responsive Curtain Automation System (2023)
5. Bluetooth Speakers with Power Bank – Design Patent Granted (2023)
6. Solar Phone Case – Design Patent Granted (2022)
7. Bio-Degradable Bottle Manufacturing Method – Australian Patent Granted (2021)
8. Smart Device for Monitoring and Identifying Driving Route Pollution Using IoT (2021)
9. IoT Based Smart Assist System for Occupancy Monitoring and COVID-19 Screening(2021)
Research Areas
- Artificial Intelligence and IoT
- Power Quality and Smart Grids
- Electrical Machines and Control Systems
- Deep Learning for Embedded Systems
- Sustainable Energy Management
- Optimization Algorithms
- Educational Technology Integration







