Performance Measurement
Metrics &
KPIs
What gets measured, how it is measured, and what it means. The instrumentation and indicator system that makes PRMS demonstrable rather than declarative.
Composite Indicator
The PEAR-ROI Score
The PEAR-ROI Score is PRMS's composite performance index — a single dimensionless value (0–1) that integrates energy efficiency, water balance, ecological performance, and system autonomy into a verifiable measure of metabolic health.
It is not a rating assigned by a certifier. It is calculated continuously from operational data and updates as the building's performance evolves. A score of 0.78 — the Year 1 value for SmartLiving Milenio III — represents Level 3 Autónomo performance across all four metabolic layers.
No metabolic instrumentation or intentional performance design
System is integrated and monitored. Optimization cycles established
Autónomo level. Validated with first-year IoT data. EDGE certified
Net-positive energy. Closed water cycle. Ecological restoration active
Key Performance Indicators
What PRMS measures
Energy Domain
| KPI | Unit | L1 Threshold | L2 Threshold | L3 Threshold | L4 Threshold |
|---|---|---|---|---|---|
| Energy Self-Sufficiency Index | % | ≥20% | ≥40% | ≥70% | ≥100% (net-positive) |
| Solar Generation Ratio | kWh generated / kWh consumed | — | ≥0.4 | ≥0.7 | ≥1.0 |
| Peak Demand Reduction | % | ≥15% | ≥30% | ≥50% | ≥70% |
| Energy Intensity | kWh/m²/year | ≤100 | ≤60 | ≤30 | Net positive |
Water Domain
| KPI | Unit | L1 Threshold | L2 Threshold | L3 Threshold | L4 Threshold |
|---|---|---|---|---|---|
| Water Balance Index | L consumed / L recovered | — | ≥0.3 | ≥0.6 | ≥1.0 (closed cycle) |
| Potable Water Reduction | % | ≥20% | ≥40% | ≥60% | ≥90% |
| Greywater Reuse Rate | % | — | ≥30% | ≥60% | ≥90% |
Ecological & System Domain
| KPI | Unit | Description |
|---|---|---|
| Metabolic Performance Index (MPI) | Dimensionless 0–1 | Composite score integrating energy, water, and thermal domains |
| System Autonomy Ratio (SAR) | % | Percentage of operational needs met without external network input |
| Ecological Footprint Delta | m² / occupant | Reduction in ecological footprint vs. equivalent conventional building |
| Thermal Comfort Hours | % of occupied hours within comfort range | ASHRAE 55 or equivalent standard, measured by sensors |
| Data Continuity Index | % uptime | Percentage of time IoT instrumentation generates valid data |
Instrumentation
How PRMS measures
All PRMS KPIs require physical instrumentation. Simulation, modeling, or estimation may support design but cannot substitute for operational data.
IoT Sensor Network
Distributed sensor array measuring temperature, humidity, CO₂, light, occupancy, and flow rates at points defined by the PRMS instrumentation protocol.
Energy Metering
Smart meters at generation, storage, consumption, and grid-exchange points. Measurement interval: 15 minutes or finer.
Water Monitoring
Flow meters at potable supply, greywater output, rainwater collection, and treatment system points. Continuous logging.
Data Infrastructure
Local gateway + cloud storage with minimum 5-year retention. Open data format preferred for third-party verification and research use.