Research Area
Smart Grid, Cyber-Security of Power Systems, Machine Learning/ AI applications in Power Systems
Journal Publications
- Siddhartha Deb Roy, Sanjoy Debbarma, “Imposter Attacks in Energy Market Operation”, IEEE Transactions on Smart Grid, April 2022. doi: 10.1109/TSG.2022.3171709
- Siddhartha Deb Roy, Sanjoy Debbarma, Adnan Iqbal “A Decentralized Intrusion Detection System for Security of Generation Control”, IEEE Internet of Things Journal, 2022. doi: 10.1109/JIOT.2022.3163502.
- Siddhartha Deb Roy, Sanjoy Debbarma, Josep. M. Guerrero, “Machine Learning based Multi-Agent System for Detecting and Neutralizing Unseen Cyber-Attacks in AGC and HVDC Systems,” IEEE Journal of Emerging and Selected Topics in Circuits and Systems,2022, doi: 10.1109/JETCAS.2022.314205.
- Siddhartha Deb Roy, Sanjoy Debbarma, “Detection and mitigation of cyber-attacks on AGC systems of low inertia power grid”, IEEE Systems Journal, 14 (2) (2020) 2023–2031.
- Siddhartha Deb Roy, Sanjoy Debbarma, “A novel OC-SVM based ensemble learning framework for attack detection in AGC loop of power systems”, Electric Power Systems Research (EPSR), Elsevier, vol. 202, p. 107625, 2022.
- Siddhartha Deb Roy, Sanjoy Debbarma, Josep. M. Guerrero, “A Data-driven Algorithm to Detect False Data Injections Targeting both Frequency Regulation and Market Operation in Power Systems”, International Journal of Electrical Power & Energy Systems (IJEPES), Elsevier, 2022. (Accepted)
Conference Publications
- Siddhartha Deb Roy and S. Debbarma, “Mitigation of Intrusions to ACE Signals in Power System Networks,” 2020 IEEE PESGRE2020, Kerela, India, 2020, pp. 1-6.
- Siddhartha Deb Roy, Sanjoy Debbarma, “A Survey on the Security Vulnerabilities in the Cyber-Physical Power Systems”, 4th ICEPE, Shillong, India, 2022. (Presented)
- Siddhartha Deb Roy, S. Debbarma and S. Deb, "A Comparative Analysis of Supervised Classifiers Employing NCA for Feature Selection to Secure Generation Control," 2021 1st ICPEE, Bhubaneshwar, India, 2021, pp. 1-6, doi: 10.1109/ICPEE50452.2021.9358601
- Siddhartha Deb Roy, Sanjoy Debbarma, “Deep Learning for Classification of FDIs on Time-Series Sensor Data in Cyber-Physical Power Systems”, IEEE MELECON, Palermo, Italy, 2022. (Accepted for presentation)
- Siddhartha Deb Roy, Sanjoy Debbarma, “Imposter Attacks Against Data Integrity to Disrupt Power Balancing in Power Systems”, 4th ICEPE, Shillong, India, 2022. (Presented)
- Siddhartha Deb Roy and S. Debbarma, "Inertia Emulation Using Battery Management System in a Low Inertia Grid with HVDC Links," 2018 2nd International Conference on Power, Energy and Environment: Towards Smart Technology (ICEPE), 2018, pp. 1-9
- S. Debbarma, C. Hazarika and Siddhartha Deb Roy, "SPC based approach for Frequency Control of Power Systems Penetrated with Fast Acting Reserve," 2019 8th International Conference on Power Systems (ICPS), 2019, pp. 1-6, doi: 10.1109/ICPS48983.2019.9067625
- Ishan Bhand, Sanjoy Debbarma, Siddhartha Deb Roy, “Loss Allocation in Distribution Network involving Peer-to-Peer Energy Transactions”, 4th ICEPE, Shillong, India, 2022. (Presented)
Achievements
- Received 1st Prize in Oral Presentation at 3rd Research Conclave, Organized by NIT Meghalaya, 2022
- One of the conference paper titled “Imposter Attacks Against Data Integrity to Disrupt Power Balancing in Power Systems” has received the “Best Paper Award” at 4th ICEPE 2022, Shillong, India.
