AISERVA and AIKuari · AISERVA and AIKuari: Local AI Guide
Machine Condition in VYROX Quarry (AIKuari) gives each crusher, screen and drive a health score from 0 to 100, explains every lost point, and projects how many days are left before a reading reaches its alarm limit. Work Orders lists the maintenance jobs raised from those predictions or by hand. Maintenance engineers and plant managers use them to fix machines before they fail.
Vibration sensors and probe temperature sensors on each machine feed readings such as bearing temperature and vibration (RMS). The product also describes oil temperature and filter pressure as readings it can trend. See VYROX Quarry Devices.
Open Machine Condition from the Overview group.
Each machine starts at 100. Points are taken off when a reading is above its warning or alarm limit, when it is close to its warning limit, when a trend is projected to reach the alarm limit soon, and when alarms are open. Each deduction is listed under Every Lost Point, Explained. When nothing is wrong the list reads "Every reading is comfortably inside its limits."
VYROX Quarry fits a straight-line trend to the last 72 hours of running data and projects when the reading will cross its alarm limit. The chart marks the Warning and Alarm lines.
| Item | What It Means | Sample Value |
|---|---|---|
| Warning and alarm limits | The limits for this reading | Bearing: warning 75 °C, alarm 85 °C |
| Projection | Days until the alarm limit | "Alarm limit in 4.1 days" |
| Trend and fit | Rise per day, r² and the number of points used | +3.4 °C/day, r² 0.98, 37 points |
A projection is shown only when the fit is strong: an r² of 0.5 or more from at least 12 points, with a clearly rising trend. Otherwise the screen shows No Projection and explains that the fit is too weak or that there is no meaningful rising trend.
In the demo, three sliders let you change Bearing temperature now, Rise per day and Scatter in the readings, and watch the projection, the health score and the alarm update.
When a trend is projected to reach its alarm limit within 7 days, VYROX Quarry raises a prediction alarm, for example "Bearing temperature N1-CC1 projected to reach 85 °C in 4.1 days". It appears in Alarms and on the Group View Watch List.
Open Work Orders from the Operations group. A prediction that crosses the 7-day line raises a work order automatically. You can also raise one yourself:
The Work Orders card has these columns:
| Column | What It Shows |
|---|---|
| Order | Work order number, for example WO-1043 |
| Machine and Reason | The machine and why the order was raised |
| Raised | The time it was raised |
| From | Prediction (raised automatically) or By Hand |
The Planned This Week card lists scheduled jobs with Order, Machine and Due.
It raises a prediction alarm when the reading is projected to hit its alarm limit within 7 days.
The readings are flat, falling, or too scattered to fit a reliable line, so the system does not guess.
Yes. Press Raise Work Order on the machine card in Machine Condition. It is recorded as By Hand.