peak-shaving
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Home Assistant custom component that aids in both peak-level energy charge avoidance and spotprice-aware charging.
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Feb 25, 2025 - Python
Model Predictive Control for optimal battery operation
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Aug 30, 2022 - Jupyter Notebook
Shaving power peaks with artificial intelligence (lstm predictions and reinforcment learning)
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Jun 1, 2021 - Python
FInal Project for AA 203: Optimal and Learning-Based Control: Real-Time, Multi-Service Operation of Grid-Scale Energy Storage using Model Predictive Control
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Mar 3, 2022 - Python
Home Assistant custom component to help hvac-systems stay below peak hourly energy levels and prioritize cheap hours to heat your home.
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Jan 24, 2025 - Python
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