Summarises these limitations and reinforces the need for an integrated IoT-enabled PdM framework that connects system condition, maintenance decision-making, and sustainability performance
| Tool category | Primary focus | Key strengths | Limitations for PdM |
|---|---|---|---|
| BEATs (LEED, BREEAM, green star, CASBEE) | Environmental and energy performance | Benchmarking, certification, sustainability indicators | Limited maintenance focus; no real-time monitoring or predictive analytics |
| MATs (FCA, BMI, maintenance audits) | Asset condition and maintenance planning | Condition assessment, prioritisation of interventions | No IoT integration; weak linkage to energy and sustainability outcomes |
| Proposed IoT-based PdM framework | Predictive maintenance integrated with energy and sustainability | Phased, data-driven, workflow-aligned | Requires future implementation and performance testing |
| Tool category | Primary focus | Key strengths | Limitations for PdM |
|---|---|---|---|
| BEATs (LEED, BREEAM, green star, | Environmental and energy performance | Benchmarking, certification, sustainability indicators | Limited maintenance focus; no real-time monitoring or predictive analytics |
| MATs (FCA, BMI, maintenance audits) | Asset condition and maintenance planning | Condition assessment, prioritisation of interventions | No IoT integration; weak linkage to energy and sustainability outcomes |
| Proposed IoT-based PdM framework | Predictive maintenance integrated with energy and sustainability | Phased, data-driven, workflow-aligned | Requires future implementation and performance testing |
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