Analyze building automation systems

skyspark-analysisskillsetup L2★381

What it does

Analyze building automation data with SkySpark Axon queries

Best for

Diagnosing HVAC faults, tracking energy efficiency, and detecting equipment scheduling issues in large building automation systems using standardized Haystack queries.

Inputs

· Haystack-tagged equipment metadata
· Time range for analysis
· Query objective (trend, fault, efficiency)

Outputs

· Axon query results (timeseries data, fault alerts)
· Dashboard or trend chart visualization
· Performance summary report with KPIs

Requires

· SkySpark platform with Axon query engine
· Haystack tag ontology (for equipment classification)
· BAS data source (HVAC, energy, occupancy)
· Python scripts (axon_query_builder, trend_analyzer, fault_detector)

Preconditions

· SkySpark account with data access
· BAS equipment tagged with Haystack metadata
· Axon language familiarity
· Historical data available for time range

Failure modes

· Axon syntax errors cause query rejection
· Missing Haystack tags prevent equipment matching
· Time range outside data availability causes no results
· Dashboard template missing or corrupted

Trust signals

· References standard Haystack tagging (industry-wide)
· Pre-built dashboard templates and query library provided
· Fault detection based on documented HVAC patterns