Optimize your consumption, production and batterystorage of electricity with dynamic prices
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Dec 24, 2024 - Python
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cost-minimization
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This repo features a deep reinforcement learning Home Energy Management System for cost-effective heating. It optimizes energy consumption using advanced algorithms, outperforming an optimal linear programming solution.
deep-reinforcement-learning pytorch electricity-prices cost-minimization home-energy-management heating-optimization rl-agent-performance
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Dec 19, 2023 - Jupyter Notebook
A modified uplift modeling technique to convert "treatment nonresponders" to "responders" is proposed through multifaceted interventions in market campaigns.
stata treatment-effects cost-optimization uplift-modeling uplift marketing-campaign non-response cost-minimization multifaceted-intervention market-campaign
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Dec 18, 2022 - Jupyter Notebook
Includes multiple Scientific Computing & Algorithm Building Applications like Root Finding, Cost Minimization, Monte Carlo Approximation, Random Walk, Signal Strength Analysis, Class Architecture applications etc.
visualization algorithms root-finding scientific-computing optimization-algorithms random-walk signal-strength pi-estimator monte-carlo-approximation classes-and-inheritance algorithm-building cost-minimization
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Apr 15, 2021 - MATLAB
Monetary Worth Maximization, Cost Minimization and Network Flow cases; where LP approach is applied
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Apr 15, 2021 - GAMS
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