Demonstration scenarios
Viziodata industrial case studies
Demonstration industrial scenarios — Luciai originals — showing how Viziodata modules address pulp and paper, shift, loop, vibration, data center, HVAC and milling challenges.
Definition
Are the case studies real customers?
They are demonstration scenarios created by Luciai to illustrate how Viziodata modules combine in each industry. They do not represent named customers or audited results.
Paper machine: connected process monitoring and shift handover
When basis weight, moisture, speed and pressure are consulted separately, operators have to reconstruct the context of each deviation. During shift handover, an…
Read case →
Main motor vibration: from the overall value to the spectrum
An overall vibration value alone offers little context for assessing a motor's condition. The analyst needs to locate the measurement, review its evolution and …
Read case →
Paper machine PID loops: flow, pressure and moisture
An oscillating loop may require a different investigation from a valve operating at its limit. Without comparing saturation, variability and oscillation, the te…
Read case →
OEE and shift handover on a packaging line
A consumer-goods plant lost context between shifts and calculated OEE in spreadsheets disconnected from the line sensors.
Read case →
Vibration and predictive maintenance in crushing
Crushers and conveyors suffered bearing failures detected too late. Maintenance worked reactively, with little unified history.
Read case →
Operational continuity at a food plant
Shift changes on process and CIP lines caused rework: critical information stayed in notebooks and chats, with no link to alarms.
Read case →
Critical alarms and audit in pharma utilities
Critical utilities (water, HVAC, steam) required fast response and an audit trail, but records were fragmented across systems.
Read case →
PID loop stability in a continuous unit
Critical loops oscillated and saturated valves without a continuous sentinel. Failure analysis relied on manual trend exports.
Read case →
Multi-site energy totalization in utilities
A multi-site operation consolidated energy consumption in monthly spreadsheets, with no fair comparison between units nor peak alerts.
Read case →
IT room with PUE, racks and energy on one panel
The IT room spread power, rack temperature, UPS and door status across separate screens. PUE only showed up later, outside the shift.
Read case →
Two-chiller refrigeration cycle on the dashboard
COP, pressures and suction temperatures stayed on field screens. The shift did not see superheat and subcooling together.
Read case →
Intake, milling and lubrication at the mill
The mill tracked roller speed, load and imbibition outside the maintenance flow. Imbibition-motor lubrication did not spawn a work order on its own.
Read case →Your scenario
Want to map a case for your plant?
The Luciai team designs the module combination from your hierarchy and tags.
Case studies
Viziodata industrial case studies
Understand the product and the next steps for your operation.
Are the case studies real customers?
They are demonstration scenarios created by Luciai to illustrate how Viziodata modules combine in each industry. They do not represent named customers or audited results.