Residential HVAC Performance Baseline: A Five-Year Longitudinal Study of High-Efficiency Residential Energy Systems in Climate Zone 5A
Abstract
Dashboard Implementation Documentation This release adds comprehensive visual documentation of the live Home Assistant monitoring system that implements the baseline calculations. New Features Dashboard Visualization Added 7 dashboard screenshots showing real-time HVAC performance monitoring Performance gauges displaying metrics against baseline targets Statistical Process Control (SPC) charts with ±2σ bounds System health and alert status boards Zone balance and cycle analysis views Documentation Enhancements New "Live Monitoring Implementation" section in README.md with 3 embedded dashboard images New DASHBOARD_EXAMPLES.md file with comprehensive technical documentation (200+ lines) Enhanced "Data Sources" section highlighting Home Assistant integration Enhanced "Applications" section with new "Operational" subsection Technical architecture diagram and baseline mapping tables Repository Structure New images/ directory containing 7 dashboard screenshots Strengthened bidirectional link to companion home-assistant-config repository Changed Files README.md - Added dashboard documentation and version bump to 1.4.0 DASHBOARD_EXAMPLES.md - New comprehensive dashboard guide images/ - 7 new dashboard screenshots Baseline Data No changes to baseline calculations, methodology, or raw data. All performance metrics remain unchanged from v1.3.2. Full Changelog: v1.3.2...v1.4.0
Fields of Study & Subjects
Building Energy and Comfort Optimization
Building energy efficiency and sustainability
Refrigeration and Air Conditioning Technologies
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 13 January 2026