Accelerating Underground Pumped Hydro Energy Storage Scheduling with Decision-Focused Learning
Fuente:
arXiv
Saved in:
| Main Authors: | Zheng, Honghui, Favaro, Pietro, Dvorkin, Yury, Drgoňa, Ján |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Decision-Focused Learning for Neural Network-Constrained HVAC Scheduling
by: Favaro, Pietro, et al.
Published: (2025)
by: Favaro, Pietro, et al.
Published: (2025)
L2O-CCG: Adversarial Learning with Set Generalization for Adaptive Robust Optimization
by: Zhou, Zhiyi, et al.
Published: (2026)
by: Zhou, Zhiyi, et al.
Published: (2026)
Decision-Focused Learning for Complex System Identification: HVAC Management System Application
by: Favaro, Pietro, et al.
Published: (2025)
by: Favaro, Pietro, et al.
Published: (2025)
Learning Reachability of Energy Storage Arbitrage
by: Tapia, Tomás, et al.
Published: (2025)
by: Tapia, Tomás, et al.
Published: (2025)
CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
by: Zanotta, Pietro, et al.
Published: (2026)
by: Zanotta, Pietro, et al.
Published: (2026)
Reachability Guarantees for Energy Arbitrage
by: Tapia, Tomás, et al.
Published: (2026)
by: Tapia, Tomás, et al.
Published: (2026)
Integrating Cascade Pumped Micro-Hydro Storage: A Sustainable Approach to Energy and Water Management
by: Dawaghreh, Oraib, et al.
Published: (2024)
by: Dawaghreh, Oraib, et al.
Published: (2024)
Unlocking the Potential: A Novel Tool for Assessing Untapped Micro-Pumped Hydro Energy Storage Systems in Michigan
by: Magableh, Sharaf K., et al.
Published: (2025)
by: Magableh, Sharaf K., et al.
Published: (2025)
Perturbed Decision-Focused Learning for Modeling Strategic Energy Storage
by: Yi, Ming, et al.
Published: (2024)
by: Yi, Ming, et al.
Published: (2024)
SCORE: Statistical Certification of Regions of Attraction via Extreme Value Theory
by: Zanotta, Pietro, et al.
Published: (2026)
by: Zanotta, Pietro, et al.
Published: (2026)
Revealing Decision Conservativeness Through Inverse Distributionally Robust Optimization
by: Li, Qi, et al.
Published: (2024)
by: Li, Qi, et al.
Published: (2024)
Grid-Supporting Equipment Supply Chains Constrain the Feasible Pace of Power System Expansion
by: Yao, Boyu, et al.
Published: (2026)
by: Yao, Boyu, et al.
Published: (2026)
Prescribing Decision Conservativeness in Two-Stage Power Markets: A Distributionally Robust End-to-End Approach
by: Liang, Zhirui, et al.
Published: (2024)
by: Liang, Zhirui, et al.
Published: (2024)
Online Feedback Optimization of Energy Storage to Smooth Data Center Grid Impacts
by: Mao, Yanyong, et al.
Published: (2026)
by: Mao, Yanyong, et al.
Published: (2026)
Event-Based Dynamic Programming for Pumped-Storage Hydropower Scheduling
by: Yang, Bo, et al.
Published: (2026)
by: Yang, Bo, et al.
Published: (2026)
Optimization over Trained Neural Networks: Difference-of-Convex Algorithm and Application to Data Center Scheduling
by: Liu, Xinwei, et al.
Published: (2025)
by: Liu, Xinwei, et al.
Published: (2025)
A Decision-Focused Predict-then-Bid Framework for Strategic Energy Storage
by: Yi, Ming, et al.
Published: (2025)
by: Yi, Ming, et al.
Published: (2025)
Unlocking Transmission Flexibility under Uncertainty: Getting Dynamic Line Ratings into Electricity Markets
by: Zhou, Zhiyi, et al.
Published: (2025)
by: Zhou, Zhiyi, et al.
Published: (2025)
Generation Expansion Planning with Upstream Supply Chain Constraints on Materials, Manufacturing, and Deployment
by: Yao, Boyu, et al.
Published: (2025)
by: Yao, Boyu, et al.
Published: (2025)
Enabling Clean Energy Resilience with Machine Learning-Empowered Underground Hydrogen Storage
by: Carbonero, Alvaro, et al.
Published: (2024)
by: Carbonero, Alvaro, et al.
Published: (2024)
Learning with Adaptive Conservativeness for Distributionally Robust Optimization: Incentive Design for Voltage Regulation
by: Liang, Zhirui, et al.
Published: (2024)
by: Liang, Zhirui, et al.
Published: (2024)
Agent Coordination via Contextual Regression (AgentCONCUR) for Data Center Flexibility
by: Dvorkin, Vladimir
Published: (2023)
by: Dvorkin, Vladimir
Published: (2023)
Electricity Market-Clearing With Extreme Events
by: Tapia, Tomas, et al.
Published: (2024)
by: Tapia, Tomas, et al.
Published: (2024)
Robust Capacity Expansion under Wildfire Ignition Risk and High Renewable Penetration
by: Tapia, Tomás, et al.
Published: (2026)
by: Tapia, Tomás, et al.
Published: (2026)
Model Predictive Control Design for Unlocking the Energy Flexibility of Heat Pump and Thermal Energy Storage Systems
by: Tang, Weihong, et al.
Published: (2024)
by: Tang, Weihong, et al.
Published: (2024)
Learning to Solve Parametric Mixed-Integer Optimal Control Problems via Differentiable Predictive Control
by: Boldocký, Ján, et al.
Published: (2025)
by: Boldocký, Ján, et al.
Published: (2025)
A Robust Predictive Control Method for Pump Scheduling in Water Distribution Networks
by: Ürkmez, Mirhan, et al.
Published: (2025)
by: Ürkmez, Mirhan, et al.
Published: (2025)
Model Predictive Control for Unlocking Energy Flexibility of Heat Pump and Thermal Energy Storage Systems: Experimental Results
by: Tang, Weihong, et al.
Published: (2025)
by: Tang, Weihong, et al.
Published: (2025)
Sufficient A Priori Conditions for the Linear Relaxation of the Energy Storage Scheduling Problem
by: Prat, Eléa, et al.
Published: (2025)
by: Prat, Eléa, et al.
Published: (2025)
Multi-Objective Transmission Expansion: An Offshore Wind Power Integration Case Study
by: Khanal, Saroj, et al.
Published: (2023)
by: Khanal, Saroj, et al.
Published: (2023)
Regression Equilibrium in Electricity Markets
by: Dvorkin, Vladimir
Published: (2024)
by: Dvorkin, Vladimir
Published: (2024)
Least-Squares Multi-Step Koopman Operator Learning for Model Predictive Control
by: Wu, Liang, et al.
Published: (2026)
by: Wu, Liang, et al.
Published: (2026)
Optimal Power Scheduling for High Renewables-Integrated Energy Systems with Battery Storage
by: Zhao, Cunzhi, et al.
Published: (2023)
by: Zhao, Cunzhi, et al.
Published: (2023)
Leveraging Quantum Annealing for Large-Scale Household Energy Scheduling with Hydrogen Storage
by: Khalatbarisoltani, Arash, et al.
Published: (2026)
by: Khalatbarisoltani, Arash, et al.
Published: (2026)
GPU-Accelerated Dynamic Programming for Multistage Stochastic Energy Storage Arbitrage
by: Lee, Thomas, et al.
Published: (2025)
by: Lee, Thomas, et al.
Published: (2025)
A Robust, Efficient Predictive Safety Filter
by: Cortez, Wenceslao Shaw, et al.
Published: (2023)
by: Cortez, Wenceslao Shaw, et al.
Published: (2023)
Evaluating Undergrounding Decisions for Wildfire Ignition Risk Mitigation across Multiple Hazards
by: Piansky, Ryan, et al.
Published: (2025)
by: Piansky, Ryan, et al.
Published: (2025)
Model-Based Control of Water Treatment with Pumped Water Storage
by: Mauery, Ryan, et al.
Published: (2024)
by: Mauery, Ryan, et al.
Published: (2024)
Synthesizing Grid Data with Cyber Resilience and Privacy Guarantees
by: Wu, Shengyang, et al.
Published: (2025)
by: Wu, Shengyang, et al.
Published: (2025)
Differentially Private Obfuscation of Power Grid Dynamics
by: Wu, Shengyang, et al.
Published: (2026)
by: Wu, Shengyang, et al.
Published: (2026)
Similar Items
-
Decision-Focused Learning for Neural Network-Constrained HVAC Scheduling
by: Favaro, Pietro, et al.
Published: (2025) -
L2O-CCG: Adversarial Learning with Set Generalization for Adaptive Robust Optimization
by: Zhou, Zhiyi, et al.
Published: (2026) -
Decision-Focused Learning for Complex System Identification: HVAC Management System Application
by: Favaro, Pietro, et al.
Published: (2025) -
Learning Reachability of Energy Storage Arbitrage
by: Tapia, Tomás, et al.
Published: (2025) -
CINOC: Cardinality-Invariant Neural Operator Policies for Scalable PDE Control
by: Zanotta, Pietro, et al.
Published: (2026)