Amarachi Umunnakwe

University of Illinois Urbana-Champaign — United States

Engineering · Physical Sciences

8h-index493citations19works0.02yr avg
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Research Topics

Smart Grid Security and Resilience(11), Infrastructure Resilience and Vulnerability Analysis(8), Power System Reliability and Maintenance(5), Fire effects on ecosystems(4), Network Security and Intrusion Detection(3)

Publications19 total

Deep Cyber-Physical Situational Awareness for Energy Systems: A Secure Foundation for Next-Generation Energy Management
2025Open Access
Toward Proactive Cyber-Physical-Human Risk Assessment in Power Systems
2024
Improving Situational Awareness in Power Grids of Developing Countries: A Case Study of the Nigerian Grid
2023· 3 cited
Design of Next-Generation Cyber-Physical Energy Management Systems: Monitoring to Mitigation
IEEE Open Access Journal of Power and Energy·2023· 34 citedOpen Access
A Data-Driven Automated Mitigation Approach for Resilient Wildfire Response in Power Systems
IEEE Open Access Journal of Power and Energy·2023· 4 citedOpen Access
An Optimization of UAV-Based Remote Monitoring for Improving Wildfire Response in Power Systems
IEEE Open Access Journal of Power and Energy·2023· 8 citedOpen Access
OpenConduit: A Tool for Recreating Power System Communication Networks Automatically
2022· 1 cited
A Modeling Approach to Quantify Wildfire Risk in Power Systems Operations Using Data Availability and Deep Learning Techniques
2022 IEEE Power & Energy Society General Meeting (PESGM)·2022
Corrigendum: Cyber‐physical component ranking for risk sensitivity analysis using betweenness centrality
IET Cyber-Physical Systems Theory & Applications·2022Open Access
Data‐driven spatio‐temporal analysis of wildfire risk to power systems operation
IET Generation Transmission & Distribution·2022· 41 citedOpen Access
Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids
IEEE Systems Journal·2021· 133 citedOpen Access
Generalized Contingency Analysis Based on Graph Theory and Line Outage Distribution Factor
IEEE Systems Journal·2021· 10 citedOpen Access
Multi-Component Risk Assessment Using Cyber-Physical Betweenness Centrality
2021· 6 cited
Quantitative analysis of power systems resilience: Standardization, categorizations, and challenges
Renewable and Sustainable Energy Reviews·2021· 114 citedOpen Access
Cyber‐physical component ranking for risk sensitivity analysis using betweenness centrality
IET Cyber-Physical Systems Theory & Applications·2021· 24 citedOpen Access
Generalized Contingency Analysis Based on Graph Theory and Line Outage\n Distribution Factor
arXiv (Cornell University)·2020Open Access
Intelligent Damage Classification and Estimation in Power Distribution Poles Using Unmanned Aerial Vehicles and Convolutional Neural Networks
IEEE Transactions on Smart Grid·2020· 86 cited
Automated Switching Operation for Resilience Enhancement of Distribution Systems
2019· 27 cited
GENDERED REPRESENTATIONS OF WOMEN IN WAR LITERATURE: A STUDY OF AKACHI EZEIGBO’S ROSES AND BULLETS AND FESTUS IYAYI’S HEROES
Covenant University Repository (Covenant University)·2018· 2 cited

Frequent Co-authors

Katherine Davis(14), Abhijeet Sahu(8), Saman Zonouz(5), Mohammad Rasoul Narimani(4), Masood Parvania(3), Hao Huang(3), Ana Goulart(3), Zeyu Mao(3), Mohammad Mehdi Hosseini(2), Patrick Wlazlo(2), Osman Boyaci(1), Muhammad Ismail(1), Erchin Serpedin(1), Hongwei Huang(1), Konstantinos Oikonomou(1), Tolga Taşdizen(1), Nguyễn Trung Hiếu(1), John D. Horel(1), Kate Davis(1), Abolaji Alimi(1)