Aggregate Model of District Heating Network for Integrated Energy Dispatch: A Physically Informed Data-Driven Approach
Proposing a physics-informed data-driven aggregate model for district heating networks to enhance operational flexibility in integrated energy systems.
Analyzing the Impact of Environment Design on RL-OPF Training Performance
Environment design significantly impacts RL-OPF training performance, with realistic time-series data being crucial for successful training.
PowerSimulationsDynamics.jl - An Open Source Modeling Package for Modern Power Systems with Inverter-Based Resources
開発されたオープンソースのシミュレーションツール、PowerSimulationsDynamics.jlは、インバータベースリソースを持つ現代の電力システムの動的応答を研究するために実装されています。
Optimizing Battery Energy Storage System Scheduling for Hybrid Hydropower Plants
Implementing dynamic power constraints in BESS scheduling improves feasibility and reliability.
A Data-Based Comparison of Methods for Reducing Peak Volume Flow Rate in District Heating System
Implementing coordinated load shifting and flow rate limitation strategies can significantly reduce peak flow rates in district heating systems.
240-bus MiniWECC System Integration with Offshore Wind Farms (OWFs)
Offshore wind farms impact the WECC system dynamics, necessitating EMT simulation for validation.
The Role of Extended Horizon Methodology in Renewable-Dense Grids With Inter-Day Long-Duration Energy Storage
Extended horizon methodology improves LDES dispatch efficiency in high VRE grids.
Unsupervised Learning Framework for Equitable DER Control in Distribution Networks
Developing local controllers using unsupervised learning to optimize power flow solutions and promote equitable power injections.
Hierarchical Provision of Distribution Grid Flexibility with Online Feedback Optimization
Utilizing Online Feedback Optimization for hierarchical flexibility dispatch in distribution grids.
Analyzing Wildfire Resilient Unit Commitment under Uncertain Demand
Optimizing power system operations during Public Safety Power Shut-offs (PSPS) involves balancing costs and wildfire risk.
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