plant
Manufacturing plant identifier
read · read_pump_telemetry
string
production_line
Production line identifier
read · read_pump_telemetry
string
pump
Centrifugal pump asset identifier
read · read_pump_telemetry
string
timestamp
UTC telemetry timestamp
read · read_pump_telemetry
datetime
discharge_pressure
Pump discharge pressure
read · read_pump_telemetry
float / bar
flow_rate
Pump discharge flow rate
read · read_pump_telemetry
float / m3/h
bearing_temperature
Drive-end bearing temperature
read · read_pump_telemetry
float / C
vibration_rms
Overall pump vibration RMS
read · read_pump_telemetry
float / mm/s
motor_power
Electric motor active power consumption
read · read_pump_telemetry
float / kW
recommended_flow_rate
Recommended flow rate for efficient operation
vectorize · recommended_flow_rate
float / m3/h
recommended_discharge_pressure
Recommended discharge pressure for efficient operation
vectorize · recommended_discharge_pressure
float / bar
energy_cost_score
Estimated energy-cost score for the recommended operating point
vectorize · energy_cost_score
float
converged
Whether the optimization converged
vectorize · converged
boolean
pressure_flow_efficiency
Hydraulic efficiency proxy from pressure, flow, and motor power
vectorize · pressure_flow_efficiency
float
bearing_temperature_delta
Bearing-temperature change from the previous pump reading.
vectorize · bearing_temperature_delta
float / C
vibration_delta
Vibration change from the previous pump reading.
vectorize · vibration_delta
float / mm/s
pump_health_score
Composite pump health score from bearing-temperature trend, vibration trend, and efficiency.
vectorize · pump_health_score
float
operating_point_recommendation
Recommended pump operating point based on process demand and energy use
vectorize · operating_point_recommendation
object