Research Area
Research Area
- WAMS Based offline and online analytics.
- Cyber-attack modelling and diagnosis.
- Impact of high renewable integration on power system dynamics.
- Climate Resiliency in power grid.
Journal Papers:
R. Yadav and A. K. Pradhan, "Mean-Shift Cross Energy Operator for Spectral Change Detection in Low Quality Harmonic Signals," in IEEE Transactions on Power Delivery, doi: 10.1109/TPWRD.2025.3575302.
Kumar, H., Shaik, A.G. & Yadav, R. Fuzzy logic-based automatic voltage regulator integrated adaptive vehicle-to-grid controller for ancillary services support. Energy Inform 8, 59 (2025). https://doi.org/10.1186/s42162-025-00515-7
H.Kumar, A. G. Shaik, R. Yadav, "Automatic Voltage Regulator integrated Virtual Synchronous Generator control of plugin electric vehicles for ancillary services support, " Results in Engineering, Vol. 25, 2025, 104390, ISSN 2590-1230, https://doi.org/10.1016/j.rineng.2025.104390.
S. Singh, R. Yadav, and A. K. Pradhan, "Phasor-based Identification of CVT ferroresonance with Divergent Density Distribution of Intrinsic Modes" , accepted in IEEE Transactions on Industry Applications, 2024.
K. Katariya, R. Yadav, S. Kumar, A. K. Pradhan, I. kamwa, "WAMS based Event Analytics in Power System: A Data-driven Framework for Disturbance Characterization and Source Localization in India Grid", Accepted in IEEE PES Magazine, 2024.
R. Yadav, A. K. Pradhan, and I. Kamwa, “Spectral Continuity and Subspace Change Detection for Recovery of Missing Harmonic Features in Power Quality”, accepted in IEEE Transactions on power delivery, 2024.
P Singh, R Yadav, AK Pradhan, I Kamwa, "Fundamental factors influencing bus coherency in distribution networks with distributed energy resources ", International Journal of Electrical Power & Energy Systems, Volume 148, Dec. 2023.
R. Yadav, "Impact Analysis of Renewable Variabilities on Coherency Change Patterns in Power System", Research Snippet, TechScape: The Science, Technology, and Education Journal, IIT Jodhpur, Jan. 2022.
R. Yadav and A. K. Pradhan, "Wavelet probability distribution mapping for detection and correction of dynamic data injection attacks in WAMS," International Journal of Electrical Power & Energy Systems, Volume 134, Jan. 2022, 107447.
R. Yadav and A. K. Pradhan, "PCA-LSTM Learning Networks With Markov Chain Models for Online Classification of Cyber-Induced Outages in Power System," in IEEE Systems Journal, vol. 15, no. 3, Sep. 2021, DOI: 10.1109/JSYST.2020.3012937.
R. Yadav, S. Raj, and A. K. Pradhan, "Real-Time Event Classification in Power System With Renewables Using Kernel Density Estimation and Deep Neural Network," in IEEE Transactions on Smart Grid, vol. 10, no. 6, pp. 6849-6859, Nov. 2019, doi: 10.1109/TSG.2019.2912350.
R. Yadav, A. K. Pradhan and I. Kamwa, "A Spectrum Similarity Approach for Identifying Coherency Change Patterns in Power System Due to Variability in Renewable Generation," in IEEE Transactions on Power Systems, vol. 34, no. 5, pp. 3769-3779, Sept. 2019, doi: 10.1109/TPWRS.2019.2903848.
R. Yadav, A. K. Pradhan and I. Kamwa, "Real-Time Multiple Event Detection and Classification in Power System Using Signal Energy Transformations," in IEEE Transactions on Industrial Informatics, vol. 15, no. 3, pp. 1521-1531, March 2019, DOI: 10.1109/TII.2018.2855428.
S. Singh, A. Malhotra and R. Yadav, "Synchrophasor Data based Disturbance Monitoring and Tier-based Spatial Localization," 2022 IEEE International Power and Renewable Energy Conference (IPRECON), Kollam, India, 2022.
A. Malhotra, S. Singh, and R. Yadav, “Modelling and Distinction of Cascade Tripping Attacks in Power System,” 2nd International Conference on Smart Technologies for Smart Nations (SmartTechCon 2023), Singapore, 2023.
S. Singh, R. Yadav, “CVT Failures and Impact on Synchrophasor based Dynamic Monitoring,” 7th International Conference on Computer Applications in Electrical Engineering-Recent Advances (CERA), IIT Roorkee, 2023.
Md Abu Talhamainuddin Ansary, Ravi Yadav, "Multi-Objective Combinatorial Optimization of Simultaneous Multi-trip Attacks in Power System ," 2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET).
Akanksha Malhotra, Shailesh Yadav, Rishabh Jain, Ravi Yadav, "Multi-Objective Optimization of Cyber-Topology Attacks in Power Systems ,"2024 IEEE 4th International Conference on Sustainable Energy and Future Electric Transportation (SEFET).
Arbhita Mani Tripathi, Ravi Yadav, Ashok Kumar Pradhan, "A New Method for Strengthening Distance Relay Cyber Resilience with Principal Component Analysis and Random Forest ," International Conference on Electrical, Electronics and Computing Technologies (ICEECT-2024).
V Gawthamnathan, Ravi Yadav, "Enhancing the Security of IEC-61850 GOOSE Messages During Transmission, " in 2024 IEEE International Conference on Power and Energy (PECon), KL, Malaysia, 82-85, 2024.
A Malhotra, B Sharma, Ravi Yadav, "Impact Assessment of Topology Attack on Power System Using Graph Theory, " in 2024 IEEE International Conference on Power and Energy (PECon), KL, Malaysia, 82-85, 2024.
GK Rawal, A Kumar, R Yadav, "Streamlining Economic Load Dispatch Operations Through Cloud Solutions, " in 2024 IEEE International Conference on Power and Energy (PECon), KL, Malaysia, 82-85, 2024.