Table 1 Identified requirements CDP... | Emerald Publishing

Table 1

Identified requirements CDP prototype capabilities

Identified requirements	Operational capabilities
Monitoring of sustainability metrics	The prototype CDP supports visualization of Level 3 indicators – EUI, Lifecycle Carbon Footprint (LCF) and IEQ – using data from Autodesk Insight and physical sensors
Real-time data integration	Real-time data from DHT11 (temperature, humidity) and TSL2591 (light level) sensors are collected via Raspberry Pi and visualized through REST API integration
Predictive analytics implementation	Basic rule-based threshold alerts for IEQ are implemented. No advanced predictive modules (e.g., forecasting or anomaly detection) are currently operational
Interoperability with openBIM standards	CDP integrates BIM data in IFC format and links it with external analysis tools like Autodesk Insight for energy and carbon assessments
DT functionality	The digital environment simulates energy usage responses based on input data, but automatic control of physical systems is not implemented
Stakeholder collaboration features	An interactive web dashboard allows multiple user roles to access data. An AI-powered chatbot supports basic natural language queries about Level 3 indicators

Identified requirements	Operational capabilities
Monitoring of sustainability metrics	The prototype CDP supports visualization of Level 3 indicators – EUI, Lifecycle Carbon Footprint (LCF) and IEQ – using data from Autodesk Insight and physical sensors
Real-time data integration	Real-time data from DHT11 (temperature, humidity) and TSL2591 (light level) sensors are collected via Raspberry Pi and visualized through REST API integration
Predictive analytics implementation	Basic rule-based threshold alerts for IEQ are implemented. No advanced predictive modules (e.g., forecasting or anomaly detection) are currently operational
Interoperability with openBIM standards	CDP integrates BIM data in IFC format and links it with external analysis tools like Autodesk Insight for energy and carbon assessments
DT functionality	The digital environment simulates energy usage responses based on input data, but automatic control of physical systems is not implemented
Stakeholder collaboration features	An interactive web dashboard allows multiple user roles to access data. An AI-powered chatbot supports basic natural language queries about Level 3 indicators

Source(s): Authors' own work