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(12)
battery storage systems
(1)
Benders decomposition
(1)
climate variability
(2)
closed-loop supply chain
(1)
dissertation
(1)
electricity markets
(1)
energy analytics
(1)
energy transition
(4)
ensemble learning
(1)
extreme weather
(2)
grid flexibility
(1)
grid reliability
(1)
grid resilience
(2)
industrial decarbonization
(1)
infrastructure reliability
(1)
Load forecasting
(1)
Load Modelling
(1)
Load Time Series
(1)
machine learning
(3)
MILP
(1)
Non-linear bio-inspired deep learning
(1)
optimization
(2)
optimization under uncertainty
(1)
outage prediction
(2)
power system planning
(1)
power system reliability
(1)
power system resilience
(2)
power systems
(1)
Power Systems
(1)
predictive analytics
(2)
prescriptive analytics
(1)
renewable energy integration
(1)
renewable energy systems
(1)
renewable integration
(2)
resilience
(2)
robust optimization
(1)
scenario generation
(1)
stochastic optimization
(1)
stochastic programming
(2)
storm impacts
(1)
streaming data analytics
(1)
supply chain
(2)
supply chain optimization
(1)
Synthetic grids
(1)
technology uncertainty
(1)
uncertainty
(1)
Weather impact
(1)
zero-emission grid
(1)
Publications
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Unpublished
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Author
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Supply Chain Coordination Under Increased Grid Variability: A Win–Win Paradigm for Industry and the Grid
Elnaz Kabir, Leila Talebi, Halil Iseri, Eman Hammad, Eleftherios Iakovou, Mark O'Malley
SSRN Working Paper
(2026)
published
Energy System Vulnerabilities in a Zero-Emission Grid: The Role of Climate Variability and Technology Uncertainty
M. Vivienne Liu, Vivek Srikrishnan, Kenji Doering, Elnaz Kabir, Scott Steinschneider, C. Lindsay Anderson
Energy
, 137937 (2025)
published
Techno-Economic Planning of Spatially-Resolved Battery Storage Systems in Renewable-Dominant Grids Under Weather Variability
Seyed Ehsan Ahmadi, Elnaz Kabir, Mohammad Fattahi, Mousa Marzband, Dongjun Li
Applied Energy
(2025)
published
Power Outage Prediction Using Data Streams: An Adaptive Ensemble Learning Approach with a Feature- and Performance-based Weighting Mechanism
Elnaz Kabir, Seth D. Guikema, Steven M. Quiring
Risk Analysis
, 1-19 (2024)
published
Quantifying the impact of multi-scale climate variability on electricity prices in a renewable-dominated power grid
Elnaz Kabir, Vivek Srikrishnan, M. Vivienne Liu, Scott Steinschneider, C. Lindsay Anderson
Renewable Energy
, 120013 (2024)
published
Predicting thunderstorm-induced power outages to support utility restoration
Elnaz Kabir, Seth D. Guikema, Steven M. Quiring
IEEE Transactions on Power Systems
,
6
, 4370-4381 (2019)
published
Statistical modeling of tree failures during storms
Elnaz Kabir, Seth Guikema, Brian Kane
Reliability Engineering & System Safety
, 68-79 (2018)
published
Hybrid robust and stochastic optimization for closed-loop supply chain network design using accelerated Benders decomposition
Esmaeil Keyvanshokooh, Sarah M. Ryan, Elnaz Kabir
European Journal of Operational Research
,
1
, 76-92 (2016)
published
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Generator Retirement Optimization For New York State Energy Transition: Balancing Cost, Reliability, and Emissions
Seyed Ehsan Ahmadi, Elnaz Kabir, Mohammad Fattahi, Mousa Marzband
2025 IEEE Texas Power and Energy Conference (TPEC)
(2025)
published
A Novel Scenario Generation Technique for a Stochastic Supply Chain Network
Elnaz Kabir, Rasool Shafaei, Esmaeil Keyvanshokooh
6th International Conference of Iranian Operations Research Society
(2013)
published
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Forecasting Bus-Level Load Time Series on Synthetic Grids Using Weather-Informed Deep Learning
Elnaz Kabir, Farnaz Safdarian, Seyedmahdi Kazemirazi, Thomas Chen, Diana Wallison, Thomas J. Overbye
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Predictive and Prescriptive Analytics for Managing the Impact of Hazards on Power Systems
Elnaz Kabir
Ph.D. Dissertation
(2021)
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