Essays about: "Anna Terekhova"

Found 1 essay containing the words Anna Terekhova.

  1. 1. Household Energy Cost Optimization Using Deep Reinforcement Learning

    University essay from Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

    Author : Anna Terekhova; Jade Yuwei Fang; [2022]
    Keywords : Energy optimization; deep reinforcement learning; sensor data; neural network; indoor heating; DQN; energy costs; Business and Economics;

    Abstract : This thesis aims to address the rising energy costs by using IoT technology and reinforcement learning. We use historical sensor data to fit a deep reinforcement learning model that is capable of optimizing the control of a heating system in a way that minimizes energy costs, while maintaining a comfortable indoor temperature. READ MORE