3 articles
Overview of digital twin concepts for BAS, including architecture, prerequisites, and practical use cases for optimization and fault detection.
Guide to data mapping and point normalization for BAS integration covering naming conventions, unit standardization, tagging with Project Haystack, and quality handling.
Exploration of automating BMS point tagging and graphical user interface generation using the ASHRAE 223P ontology and AI.