Lessons Learned in Energy Efficiency of Mini-Split HVAC Systems in Affordable Housing

The road to energy-efficient housing is not without cracks and potholes. Many building stakeholders have pointed to the discrepancies that exist between simulated and measured efficiency results, where some have called it a post-occupancy gap, others have called it an energy efficiency information gap. The research presented in this thesis addresses that gap by detailing the results of two exploratory case studies of affordable housing projects in Virginia across three manuscripts. The data utilized in the first manuscript includes measured data collected at the second level through the NEXI energy monitoring and feedback device, wherein we used descriptive statistics to investigate the impact of temperature on energy use over different timeframes. We had anticipated our findings may not all be consistent with previously existing studies. We found this to be true in many cases, but we also discovered interesting contradictions to our assumptions. This study thereby investigates the gap in energy performance within net-zero buildings and contributes to the existing body of literature by presenting the findings of this unique study. The data utilized in Manuscript 2 and Manuscript 3 was utility data, which was reported as end-of-use monthly consumption values. We were able to investigate the impact of 3 different HVAC systems energy use by evaluating the energy and cost performance before and after the installation of newer, more efficient systems. We found that although all systems were performing below anticipated standards, the one-stage system outperformed in terms of efficiency, and the second-stage system outperformed in terms of cost. The findings in these studies emphasize the importance of energy education for residents to achieve greater efficiency gains.