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Rahman Khorramfar
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Electric-gas infrastructure planning for deep decarbonization of energy systems
R Khorramfar, D Mallapragada, S Amin
Applied Energy 354, 122176, 2024
142024
Cost-effective Planning of Decarbonized Power-Gas Infrastructure to Meet the Challenges of Heating Electrification
R Khorramfar, M Santoni-Colvin, S Amin, LK Norford, A Botterud, ...
arXiv preprint arXiv:2308.16814, 2023
52023
Learning spatio-temporal aggregations for large-scale capacity expansion problems
A Brenner, R Khorramfar, S Amin
Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical …, 2023
52023
Managing Product Transitions: A Bilevel Programming Approach
R Khorramfar, OY Özaltın, KG Kempf, R Uzsoy
INFORMS Journal on Computing 34 (5), 2828-2844, 2022
32022
Graph Representation Learning for Energy Demand Data: Application to Joint Energy System Planning under Emissions Constraints
A Brenner, R Khorramfar, D Mallapragada, S Amin
AAAI 2022 Fall Symposium: The Role of AI in Responding to Climate Challenges, 2022
22022
Coordinating Resource Allocation during Product Transitions Using a Multifollower Bilevel Programming Model
R Khorramfar, O Ozaltin, R Uzsoy, K Kempf
arXiv preprint arXiv:2401.17402, 2024
12024
Decarbonized energy system planning with high-resolution spatial representation of renewables lowers cost
L Qiu, R Khorramfar, S Amin, MF Howland
Cell Reports Sustainability 1 (12), 2024
2024
Spatially-Explicit Planning of Decarbonized Energy System under a Changing Climate: To Lower cost and Increase Resilience
L Qiu, R Khorramfar, S Amin, M Howland
AGU24, 2024
2024
A Deep Generative Learning Approach for Two-stage Adaptive Robust Optimization
A Brenner, R Khorramfar, J Sun, S Amin
arXiv preprint arXiv:2409.03731, 2024
2024
Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach
A Brenner, R Khorramfar, D Mallapragada, S Amin
arXiv preprint arXiv:2401.10451, 2024
2024
Decarbonized Future Power-Gas Systems under Large-Scale Electrification of Building Heating
R Khorramfar, M Santoni-Colvin, D Mallapragada, S Amin, LK Norford, ...
AGU Fall Meeting Abstracts 2022, GC42Q-0922, 2022
2022
Computational Optimization for Hierarchical Decision Making Problems
R Khorramfar
North Carolina State University, 2021
2021
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