Biomedical Engineering and Bioengineering Commons^™

Heating Performance Analysis For Short-Term Energy Monitoring And Prediction Using Multi-Family Residential Energy Consumption Data, Sukjoon Oh, Chul Kim, Joonghyeok Heo, Sung Lok Do, Kee Han Kim

Mechanical and Biomedical Engineering Faculty Publications and Presentations

Many smart apartments and renovated residential buildings have installed Smart Meters (SMs), which collect interval data to accelerate more efficient energy management in multi-family residential buildings. SMs are widely used for electricity, but many utility companies have been working on systems for natural gas and water monitoring to be included in SMs. In this study, we analyze heating energy use data obtained from SMs for short-term monitoring and annual predictions using change-point models for the coefficient checking method. It was found that 9-month periods were required to search the best short-term heating energy monitoring periods when non-weather-related and weather-related heating …