Sökning: "Anna Terekhova"

Hittade 1 uppsats innehållade orden Anna Terekhova.

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

    Magister-uppsats, Lunds universitet/Statistiska institutionen; Lunds universitet/Nationalekonomiska institutionen

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

    Sammanfattning : 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. LÄS MER