Year : 2026
Smart grid cybersecurity against power system MiTM threats and machine learning-based attack classification
Cite this Research Publication : M Mithul Pranav, Rithan S., Rayappa David Amar Raj, Archana Pallakonda, Rama Muni Reddy Yanamala, Krishna Prakasha K., Smart grid cybersecurity against power system MiTM threats and machine learning-based attack classification, Energy Reports, Elsevier BV, 2026, https://doi.org/10.1016/j.egyr.2025.12.035
Publisher : Elsevier BV
Year : 2025
DPIBP: Dining Philosophers Problem-Inspired Binary Patterns for Facial Expression Recognition
Cite this Research Publication : Archana Pallakonda, Rama Muni Reddy Yanamala, Rayappa David Amar Raj, Christian Napoli, Cristian Randieri, DPIBP: Dining Philosophers Problem-Inspired Binary Patterns for Facial Expression Recognition, Technologies, MDPI AG, 2025, https://doi.org/10.3390/technologies13090420
Publisher : MDPI AG
Year : 2025
BESS-Enabled Smart Grid Environments: A Comprehensive Framework for Cyber Threat Classification, Cybersecurity, and Operational Resilience
Cite this Research Publication : Prajwal Priyadarshan Gopinath, Kishore Balasubramanian, Rayappa David Amar Raj, Archana Pallakonda, Rama Muni Reddy Yanamala, Christian Napoli, Cristian Randieri, BESS-Enabled Smart Grid Environments: A Comprehensive Framework for Cyber Threat Classification, Cybersecurity, and Operational Resilience, Technologies, MDPI AG, 2025, https://doi.org/10.3390/technologies13090423
Publisher : MDPI AG
Year : 2025
Explainable AI for Wind Energy Systems: State-of-the-art Techniques, Challenges, and Future Directions
Cite this Research Publication : Jishnu Teja Dandamudi, Rupa Kandula, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, K. Krishna Prakasha, Explainable AI for Wind Energy Systems: State-of-the-art Techniques, Challenges, and Future Directions, Energy Conversion and Management: X, Elsevier BV, 2025, https://doi.org/10.1016/j.ecmx.2025.101277
Publisher : Elsevier BV
Year : 2025
Multi-resolution transfer learning for tampered image classification using SE-enhanced fused-MBConv and optimized CNN heads
Cite this Research Publication : Jithin Reddy Korsipati, Rama Muni Reddy Yanamala, Archana Pallakonda, Rayappa David Amar Raj, K. Krishna Prakasha, Multi-resolution transfer learning for tampered image classification using SE-enhanced fused-MBConv and optimized CNN heads, Scientific Reports, Springer Science and Business Media LLC, 2025, https://doi.org/10.1038/s41598-025-17799-0
Publisher : Springer Science and Business Media LLC
Year : 2025
Lightweight hierarchical spatial feature extraction and sequential modeling for PV fault detection using pyramid network and GRU for edge applications
Cite this Research Publication : Archana Pallakonda, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Ranjith Raja B., Himavarshini Kolisetty, Sai Mrudula Pedamallu, Krishna Prakasha K., Lightweight hierarchical spatial feature extraction and sequential modeling for PV fault detection using pyramid network and GRU for edge applications, Energy Conversion and Management: X, Elsevier BV, 2025, https://doi.org/10.1016/j.ecmx.2025.101293
Publisher : Elsevier BV
Year : 2025
A Unified Cybersecurity Framework for Smart Grids Against Data Integrity Attacks Using Ensemble Learning and Hybrid Encryption
Cite this Research Publication : Archana Pallakonda, K. Ravishanmugam, Rayappa David Amar Raj, Sharvesh Sivagnanam, Rama Muni Reddy Yanamala, K. Krishna Prakasha, A Unified Cybersecurity Framework for Smart Grids Against Data Integrity Attacks Using Ensemble Learning and Hybrid Encryption, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3616505
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Secure and Resilient Cyberattack Detection in ICS Networks: Hybrid Encryption
Cite this Research Publication : Archana Pallakonda, S. Sanjay Kumar, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, K. Krishna Prakasha, Secure and Resilient Cyberattack Detection in ICS Networks: Hybrid Encryption, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/ACCESS.2025.3619487
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
AAPN-Tiny: A Compact Edge-Deployable Adaptive Attention Pyramid Architecture for Multi-Class Fault Diagnosis in Solar Photovoltaic Modules
Cite this Research Publication : Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Archana Pallakonda, Anil Naik Kanasottu, AAPN-Tiny: A Compact Edge-Deployable Adaptive Attention Pyramid Architecture for Multi-Class Fault Diagnosis in Solar Photovoltaic Modules, IEEE Latin America Transactions, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/TLA.2025.11231229
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Lightweight End-to-End Patch-Based Self-Attention Network for Robust Image Forgery Detection
Cite this Research Publication : Police Aryan, Rama Muni Reddy Yanamala, Archana Pallakonda, Rayappa David Amar Raj, K. Krishna Prakasha, Lightweight End-to-End Patch-Based Self-Attention Network for Robust Image Forgery Detection, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/ACCESS.2025.3607206
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
A Holistic Framework for Cyber Attack Detection
Cite this Research Publication : Jyothsna Vaasudevan, Harish Manukonda, Archana Pallakonda, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Rouzbeh Nazari, K. Krishna Prakasha, A Holistic Framework for Cyber Attack Detection, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/ACCESS.2025.3636010
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
AI-Driven Attack Detection and Cryptographic Privacy Protection for Cyber-Resilient Industrial Control Systems
Cite this Research Publication : Archana Pallakonda, Kabilan Kaliyannan, Rahul Loganathan Sumathi, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Christian Napoli, Cristian Randieri, AI-Driven Attack Detection and Cryptographic Privacy Protection for Cyber-Resilient Industrial Control Systems, IoT, MDPI AG, 2025, https://doi.org/10.3390/iot6030056
Publisher : MDPI AG
Year : 2025
FPGA-Powered Solar Photovoltaic Module Defect Classification: Patch-Wise Reusable CNN IPs for High-Speed Edge Processing
Cite this Research Publication : Ghanashyam Vinod, Rama Muni Reddy Yanamala, Rayappa David Amar Raj, Subeesh Thottathil, Anandkumar Velusamy, Rouzbeh Nazari, Manasa Venkateswaran, Archana Pallakonda, FPGA-Powered Solar Photovoltaic Module Defect Classification: Patch-Wise Reusable CNN IPs for High-Speed Edge Processing, Journal of Computing and Information Science in Engineering, ASME International, 2025, https://doi.org/10.1115/1.4070331
Publisher : ASME International
Year : 2025
TL-Efficient-SE: A Transfer Learning-Based Attention-Enhanced Model for Fingerprint Liveness Detection Across Multi-Sensor Spoof Attacks
Cite this Research Publication : Archana Pallakonda, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Christian Napoli, Cristian Randieri, TL-Efficient-SE: A Transfer Learning-Based Attention-Enhanced Model for Fingerprint Liveness Detection Across Multi-Sensor Spoof Attacks, Machine Learning and Knowledge Extraction, MDPI AG, 2025, https://doi.org/10.3390/make7040113
Publisher : MDPI AG
Year : 2025
Aerial Autonomy Under Adversity: Advances in Obstacle and Aircraft Detection Techniques for Unmanned Aerial Vehicles
Cite this Research Publication : Cristian Randieri, Sai Venkata Ganesh, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Archana Pallakonda, Christian Napoli, Aerial Autonomy Under Adversity: Advances in Obstacle and Aircraft Detection Techniques for Unmanned Aerial Vehicles, Drones, MDPI AG, 2025, https://doi.org/10.3390/drones9080549
Publisher : MDPI AG
Year : 2025
FPGA-Accelerated Sparse Subset Segmentation Using ADMM for High-Resolution Imagery
Cite this Research Publication : Rupali Karthikeyan, Deep Amit Lodaya, Rama Muni Reddy Yanamala, Rayappa David Amar Raj, K. Krishna Prakasha, T. Subeesh, V. Anandkumar, Archana Pallakonda, FPGA-Accelerated Sparse Subset Segmentation Using ADMM for High-Resolution Imagery, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3590167
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Flight-Safe Inference: SVD-Compressed LSTM Acceleration for Real-Time UAV Engine Monitoring Using Custom FPGA Hardware Architecture
Cite this Research Publication : Sreevalliputhuru Siri Priya, Penneru Shaswathi Sanjana, Rama Muni Reddy Yanamala, Rayappa David Amar Raj, Archana Pallakonda, Christian Napoli, Cristian Randieri, Flight-Safe Inference: SVD-Compressed LSTM Acceleration for Real-Time UAV Engine Monitoring Using Custom FPGA Hardware Architecture, Drones, MDPI AG, 2025, https://doi.org/10.3390/drones9070494
Publisher : MDPI AG
Year : 2025
Smart Grid Intrusion Detection for IEC 60870-5-104 With Feature Optimization, Privacy Protection, and Honeypot-Firewall Integration
Cite this Research Publication : Pedamallu Sai Mrudula, Rayappa David Amar Raj, Archana Pallakonda, Yanamala Rama Muni Reddy, K. Krishna Prakasha, V. Anandkumar, Smart Grid Intrusion Detection for IEC 60870-5-104 With Feature Optimization, Privacy Protection, and Honeypot-Firewall Integration, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3590151
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
Pruned and Low-Rank Optimized Tiny Residual Architecture for Solar PV Fault Classification on Edge TPU
Cite this Research Publication : R. M. Reddy, A. Pallakonda, Rayappa David Amar Raj, “Pruned and Low-Rank Optimized Tiny Residual Architecture for Solar PV Fault Classification on Edge TPU,” ASME Transactions, Journal of Energy Resources Technology
Publisher : ASME
Year : 2025
YOLOv8n-GBE: A Hybrid YOLOv8n Model With Ghost Convolutions and BiFPN-ECA Attention for Solar PV Defect Localization
Cite this Research Publication : Likitha Reddy Yeddula, Archana Pallakonda, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, K. Krishna Prakasha, Mallempati Sunil Kumar, YOLOv8n-GBE: A Hybrid YOLOv8n Model With Ghost Convolutions and BiFPN-ECA Attention for Solar PV Defect Localization, IEEE Access, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/access.2025.3584249
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2025
DCGAN-Driven Minority Class Augmentation for Lightweight YOLO-Based Photovoltaic Defect Localization Suitable for Edge Deployment
Cite this Research Publication : Nakka Saampotth Maddileti, Rupesh Namburi, Rayappa David Amar Raj, Rama Muni Reddy Yanamala, Archana Pallakonda, DCGAN-Driven Minority Class Augmentation for Lightweight YOLO-Based Photovoltaic Defect Localization Suitable for Edge Deployment, IEEE Transactions on Device and Materials Reliability, Institute of Electrical and Electronics Engineers (IEEE), 2025, https://doi.org/10.1109/tdmr.2025.3592416
Publisher : Institute of Electrical and Electronics Engineers (IEEE)
Year : 2024
Enhancement of photovoltaic array characteristics and global maximum power using Padovan transform‐based image encryption strategy
Cite this Research Publication : Kanasottu Anil Naik, Rayappa David Amar Raj, Thanikanti Sudhakar Babu, Belqasem Aljafari, Enhancement of photovoltaic array characteristics and global maximum power using Padovan transform‐based image encryption strategy, International Journal of Circuit Theory and Applications, Wiley, 2024, https://doi.org/10.1002/cta.3914
Publisher : Wiley
Year : 2023
Novel Shade Dispersion Techniques for Reconfiguration of Partially Shaded Photovoltaic Arrays
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, Novel Shade Dispersion Techniques for Reconfiguration of Partially Shaded Photovoltaic Arrays, Smart Grids and Sustainable Energy, Springer Science and Business Media LLC, 2023, https://doi.org/10.1007/s40866-023-00163-4
Publisher : Springer Science and Business Media LLC
Year : 2023
A novel hybrid image processing‐based reconfiguration with RBF neural network MPPT approach for improving global maximum power and effective tracking of PV system
Cite this Research Publication : Chepuri Venkateswara Rao, Rayappa David Amar Raj, Kanasottu Anil Naik, A novel hybrid image processing‐based reconfiguration with RBF neural network MPPT approach for improving global maximum power and effective tracking of PV system, International Journal of Circuit Theory and Applications, Wiley, 2023, https://doi.org/10.1002/cta.3629
Publisher : Wiley
Year : 2023
A Fast-Converging Radial Basis Function Neural Network-Based MPPT Controller for Static and Dynamic Variations in Solar Irradiation
Cite this Research Publication : Chepuri Venkateswararao, Kanasottu Anil Naik, A Fast-Converging Radial Basis Function Neural Network-Based MPPT Controller for Static and Dynamic Variations in Solar Irradiation, 2023 International Conference on Computer, Electrical & Communication Engineering (ICCECE), IEEE, 2023, https://doi.org/10.1109/iccece51049.2023.10085281
Publisher : IEEE
Year : 2023
Solar Array Optimization Using Cryptographic Fibonacci Transformation for Global Power Enhancement and Ease of MPPT Controllers
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, Solar Array Optimization Using Cryptographic Fibonacci Transformation for Global Power Enhancement and Ease of MPPT Controllers, Energy Technology, Wiley, 2023, https://doi.org/10.1002/ente.202300380
Publisher : Wiley
Year : 2023
Priority queue-based switching matrix algorithm for adaptive neuro-fuzzy inference system assisted MPPT controlled PV system
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, Priority queue-based switching matrix algorithm for adaptive neuro-fuzzy inference system assisted MPPT controlled PV system, Energy Conversion and Management, Elsevier BV, 2023, https://doi.org/10.1016/j.enconman.2023.117519
Publisher : Elsevier BV
Year : 2022
A novel scan pattern for reconfiguration of partially shaded photovoltaic arrays for maximum power extraction
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, A novel scan pattern for reconfiguration of partially shaded photovoltaic arrays for maximum power extraction, International Journal of Circuit Theory and Applications, Wiley, 2022, https://doi.org/10.1002/cta.3452
Publisher : Wiley
Year : 2022
A Novel Solar Photovoltaic Array Reconfiguration Technique Using Two-Dimensional Generalized Arnold’s Cat Map
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, A Novel Solar Photovoltaic Array Reconfiguration Technique Using Two-Dimensional Generalized Arnold's Cat Map, Journal of Solar Energy Engineering, ASME International, 2022, https://doi.org/10.1115/1.4054506
Publisher : ASME International
Year : 2022
Optimal reconfiguration of PV array based on digital image encryption algorithm: A comprehensive simulation and experimental investigation
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, Optimal reconfiguration of PV array based on digital image encryption algorithm: A comprehensive simulation and experimental investigation, Energy Conversion and Management, Elsevier BV, 2022, https://doi.org/10.1016/j.enconman.2022.115666
Publisher : Elsevier BV
Year : 2022
An image encryption concept based solar photovoltaic array reconfiguration techniques for mismatch mitigation
Cite this Research Publication : Rayappa David Amar Raj, Kanasottu Anil Naik, An image encryption concept based solar photovoltaic array reconfiguration techniques for mismatch mitigation, Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, Informa UK Limited, 2022, https://doi.org/10.1080/15567036.2022.2052383
Publisher : Informa UK Limited
Year : 2022
Generalized cryptographic image processing approaches using integer-series transformation for solar power optimization under partial shading
Cite this Research Publication : Kanasottu Anil Naik, Rayappa David Amar Raj, Chepuri Venkateswara Rao, Thanikanti Sudhakar Babu, Generalized cryptographic image processing approaches using integer-series transformation for solar power optimization under partial shading, Energy Conversion and Management, Elsevier BV, 2022, https://doi.org/10.1016/j.enconman.2022.116376
Publisher : Elsevier BV