Energy Cost Driven Heating Control with Reinforcement Learning

Geahča maid

• Decision Support Tool to Enable Real-Time Data-Driven Building Energy Retrofitting Design
  Dahkki: Kalevi Piira, et al.
  Almmustuhtton: (2022-07-01)
• Energy Consumption Optimization for Heating, Ventilation and Air Conditioning Systems Based on Deep Reinforcement Learning
  Dahkki: Yi Peng, et al.
  Almmustuhtton: (2023-01-01)
• Building Heat Demand Forecasting by Training a Common Machine Learning Model with Physics-Based Simulator
  Dahkki: Lotta Kannari, et al.
  Almmustuhtton: (2021-04-01)
• Research and Application of Predictive Control Method Based on Deep Reinforcement Learning for HVAC Systems
  Dahkki: Chenhui Fu, et al.
  Almmustuhtton: (2021-01-01)
• Efficient and assured reinforcement learning-based building HVAC control with heterogeneous expert-guided training
  Dahkki: Shichao Xu, et al.
  Almmustuhtton: (2025-03-01)