EDL@HKU

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16 repositories

Smart-Model-then-Control
Public
Codes for submitted Paper "A Smart Model-then-Control Strategy for the Scheduling of Thermostatically Controlled Loads"
Python
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MIT License
•0•0•0•0•Updated Jan 14, 2025Jan 14, 2025
Latent-Variable-based-Optimization
Public
Codes for submitted Paper "Dimension-reduced Optimization of Multi-zone Thermostatically Controlled Loads"
Python
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MIT License
•0•0•0•0•Updated Jan 14, 2025Jan 14, 2025
Evolving_Multiscale_Normalization
Public
Code for paper <Evolving Multi-Scale Normalization for Time Series Forecasting Under Distribution Shifts>
Python
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Apache License 2.0
•1•11•0•0•Updated Jan 3, 2025Jan 3, 2025
Task-Oriented-Imputation
Public
Python
•0•5•0•0•Updated Nov 8, 2024Nov 8, 2024
OptNet-For-OPF-Proxy
Public
Codes for "OptNet-Embedded Data-Driven Approach for Optimal Power Flow Proxy"
MIT License
•0•0•0•0•Updated Oct 11, 2024Oct 11, 2024
Topology-Change-Data-Driven-OPF
Public
Codes for "A Two-Stage Approach for Topology Change-Aware Data-Driven OPF"
Python
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MIT License
•0•0•0•0•Updated Oct 11, 2024Oct 11, 2024
Make-Smart-Meter-Really-Smart
Public
C
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Apache License 2.0
•1•12•0•0•Updated Sep 18, 2024Sep 18, 2024
Edge-Home-Energy-Management
Public
Code for Paper “EdgeHEM: Sparse Federated Reinforcement Learning for Home Energy Management at the Edge”
Python
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MIT License
•1•3•0•0•Updated Sep 7, 2024Sep 7, 2024
Lightweight-Federated-NILM
Public
Python
•0•4•0•0•Updated Sep 2, 2024Sep 2, 2024
Privacy-preserving_Safe_RL
Public
Code for paper "Privacy-Preserving Safe Reinforcement Learning for the Dispatch of a Local Energy Community".
Python
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MIT License
•0•1•0•0•Updated Aug 28, 2024Aug 28, 2024
Multi-resolution-Energy-Forecasting
Public
Codes for paper "Seamless and multi-resolution energy forecasting"
Python
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MIT License
•1•2•0•0•Updated Aug 23, 2024Aug 23, 2024
Federated-Domain-Separation-Household-Load-Forecasting
Public
Codes for "Federated Domain Separation for Distributed Forecasting of Non-IID Household Loads"
Python
•1•1•0•0•Updated Aug 21, 2024Aug 21, 2024
DiffLoad-Uncertainty-Quantification-Load-Forecasting
Public
Python
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MIT License
•2•16•0•0•Updated Aug 21, 2024Aug 21, 2024
Decision-Oriented-Thermal-Dynamics-Modeling
Public
Codes for Paper "Decision-Oriented Modeling of Thermal Dynamics within Buildings".
Python
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MIT License
•0•0•0•0•Updated Aug 19, 2024Aug 19, 2024
Federated-Probabilistic-Wind-Power-Forecasting
Public
This work proposes a federated learning based probabilistic WPF framework to utilize the data from other wind farms to construct forecasting models while preserving privacy. There are codes for five forecasting setting and data in this repository.
Jupyter Notebook
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MIT License
•1•2•0•0•Updated Aug 18, 2024Aug 18, 2024
Distributed-differentially-private-virtual-power-plant
Public
Codes for "Distributed differentially private energy management of virtual power plants"
Python
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MIT License
•1•0•0•0•Updated Aug 15, 2024Aug 15, 2024