
Data Integration & Ontologies
How can Databricks be used to analyse smart building data?
When Databricks suits building data analysis, how to organise a medallion pipeline and where the operating boundary sits.
Practical guidance for owners, designers and operators working on connected, efficient and digitally ready buildings and developments.

117 articles

Data Integration & Ontologies
When Databricks suits building data analysis, how to organise a medallion pipeline and where the operating boundary sits.

Smart Buildings
How to design a smart building ICT network from the services it carries, including zones and operational ownership.

Energy & Sustainability
How to measure and verify energy savings using IPMVP options, adjusted baselines and a complete M&V plan.

Data Integration & Ontologies
Where vendor lock-in actually sits in building systems, how to make exit measurable and how to price access over the whole life.

Smart Districts & Cities
How smaller towns and cities can get value from smart technology by fixing foundations first and adding targeted devices later.

Strategy, Costs & Procurement
A six-area readiness assessment that tells you whether to proceed with smart technology, proceed after prerequisites or wait.

COBie & Digital Handover
The COBie tables and fields a deliverable should contain, defined by maintenance tasks and made testable.

Digital Twins & BIM
The information facilities managers need from BIM, derived from the tasks they perform and the systems they use.

Strategy, Costs & Procurement
How to test integrated smart building systems in layers, including failure scenarios, entry criteria and defect management.

COBie & Digital Handover
How to import COBie into a CAFM or CMMS: mapping, identity rules, a controlled trial and allocated responsibilities.

Digital Twins & BIM
How to build an operational twin for an existing building without BIM, starting from a verified record of one system.

Smart Buildings
How to monitor indoor air quality in commercial buildings: what to measure, where, and how to respond.
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