UofA Sustainable Computing Research Group

All

18 repositories

co_sim_platform
Public
Maestro is a smart grid co-simulation platform built on top of Mosaik
control cybersecurity ns3 opendss smartgrid mosaik cosimulation-platform
C++
•
MIT License
•11•17•1•1•Updated Oct 15, 2024Oct 15, 2024
Blinder
Public
Code for "Blinder: End-to-end Privacy Protection in Sensing Systems via Personalized Federated Learning", ACM ToSN
privacy mobile-app generative-model mobile-sensing
Python
•
MIT License
•1•1•0•0•Updated Aug 6, 2024Aug 6, 2024
AoCI-MAP-arrivals
Public
Age analysis of correlated information in multi-source M/G/1 updating systems with MAP arrivals
MATLAB
•
GNU General Public License v3.0
•0•0•0•0•Updated May 28, 2024May 28, 2024
VPP-VariableTermContracts
Public
Code for "Efficient Trading of Aggregate Bidirectional EV Charging Flexibility with Reinforcement Learning". It contains incentive-compatible contracts, flexibility aggregation and disaggregation algorithms, and a RL trading agent for profit maximization in real-world scenarios.
Jupyter Notebook
•
GNU General Public License v3.0
•2•1•0•0•Updated May 14, 2024May 14, 2024
Centaur
Public
Repo for "Centaur: Robust Multimodal Fusion for Human Activity Recognition"
human-activity-recognition multimodal-fusion sensor-faults
Jupyter Notebook
•
MIT License
•1•3•0•0•Updated Jan 9, 2024Jan 9, 2024
COBS-space-planning
Public
Jupyter Notebook
•
MIT License
•3•1•0•0•Updated Dec 13, 2023Dec 13, 2023
building-MARL-SB3
Public
Python
•0•0•0•0•Updated Sep 22, 2023Sep 22, 2023
VPP-Contracts
Public
Code used for "Making a Virtual Power Plant out of Privately Owned Electric Vehicles", ACM BuildSys 2022
flexibility stochastic-optimization contracts-theory
Jupyter Notebook
•
GNU General Public License v3.0
•1•1•0•0•Updated Aug 18, 2023Aug 18, 2023
COBS-joint-control
Public
Code for ACM e-Energy 2021 paper: "On the Joint Control of Multiple Building Systems with Reinforcement Learning"
reinforcement-learning energy-consumption comfort occupancy cosimulation-platform
Jupyter Notebook
•
MIT License
•3•6•0•0•Updated Jul 26, 2023Jul 26, 2023
building-MARL
Public
Jupyter Notebook
•0•2•0•0•Updated Feb 20, 2023Feb 20, 2023
COBS
Public
COBS: COmprehensive Building Simulator
iot energyplus building-automation agent-based-simulation simulation-platform reinforcement-learning-agent control-algorithms
Jupyter Notebook
•
MIT License
•5•15•0•0•Updated Jun 23, 2022Jun 23, 2022
Load-Disaggregation
Public
Code for "Data efficient energy disaggregation with behind-the-meter energy resources."
disaggregation
Python
•0•1•0•0•Updated Oct 20, 2021Oct 20, 2021
ObscureNet
Public
Code for "ObscureNet: Learning Attribute-invariant Latent Representation for Anonymizing Sensor Data", ACM/IEEE IoTDI 2021
iot privacy generative-model human-activity-recognition sensor-data encoder-decoder-architecture
Python
•
GNU General Public License v3.0
•3•9•0•0•Updated Jun 26, 2021Jun 26, 2021
ODToolkit
Public
Code release of ODToolkit: An Extensible Toolkit for Occupancy Detection
benchmarking pipeline toolkit supervised-learning domain-adaptation timeseries-analysis occupancy-detection
Python
•
MIT License
•1•1•1•0•Updated May 17, 2021May 17, 2021
EnergyBoost
Public
Code release of EnergyBoost: Learning-based Control of Home Batteries
simulator reinforcement-learning neural-network optimal-control energy-storage actor-critic model-predictive-control rl4energy
Jupyter Notebook
•
MIT License
•11•22•0•0•Updated Apr 13, 2021Apr 13, 2021
dist_grid_identification
Public
A simulation framework for topology identification and model parameter estimation in power distribution grids: https://ieeexplore.ieee.org/document/8601410
lasso identification cvx opendss power-distribution-system
MATLAB
•
GNU General Public License v3.0
•11•48•1•0•Updated Sep 8, 2020Sep 8, 2020
deadline-aware-fair-scheduling
Public
A Deadline-Aware, Incentive-Compatible and Proportionally-Fair Mechanism for EV Charging in Distribution Grids
resource-allocation electric-vehicles fairness congestion-control phasor-measurement-unit smart-grid best-effort deadline-aware
Python
•1•9•0•0•Updated Oct 22, 2019Oct 22, 2019
benchmarking-state-estimators
Public
Comparing EnKF and WLS state estimators in power distribution networks equipped with smart meters and phasor measurement units
state-estimation sensor-placement opendss power-distribution-system advanced-metering-infrastructure synchrophasor-networks
Mathematica
•
MIT License
•4•6•0•0•Updated Aug 7, 2019Aug 7, 2019