Residential HVAC Performance Baseline: A Five-Year Longitudinal Study of High-Efficiency Residential Energy Systems in Climate Zone 5A

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Authors: WILLIAM COLLIS
Cited by: 0

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