Industries · Textile Mills
MachineWise for Textile Mills.
Live OEE, condition-based monitoring and predictive maintenance — engineered for spinning and weaving mills. Software-first deployment, rupee-denominated results.
Ring framesLooms — rapier, airjetWinding & warpingProcessing rangesCompressors & humidification
Measured with smart energy meters per machine group against kg produced. Ring frame RF-18 runs 13% above its 40s group.
IllustrativePER COUNT · PER FRAME
What this floor loses today
The losses every spinning and weaving mills knows — and nobody measures.
SCALE
A thousand small machines
A mill is hundreds of frames and looms — per-machine truth at that scale is impossible manually. MachineWise makes it a dashboard.
STOPS
Breaks and idle spindles
End-breaks, weft stops, idle spindles: tiny events, massive aggregate. Stop density per machine, per count, per shift.
ENERGY
Power per kg of yarn
Energy is a third of conversion cost. Units per kg, per count, per machine — the number every mill owner wants and few have.
Purpose-built, not repackaged
OEE · CBM · Predictive Maintenance — dedicated to textile mills.
The same MachineWise platform, tuned to the machines, cycles and failure modes of this industry.
LIVE OEE
OEE for this floor
- Machine-wise efficiency across the whole shed
- Stop density and idle-spindle tracking
- Doff and beam-change time accounting
- Units per kg by count and machine group
CONDITION-BASED MONITORING
CBM for these machines
- Vibration on drives, gearboxes & fans
- Compressor and humidification-plant health
- Motor current signatures per frame/loom
- Temperature watch on critical drives
PREDICTIVE MAINTENANCE
PdM for these failure modes
- Drive and bearing early warnings across the shed
- Compressor failure prediction — the mill-stopper
- Fan and humidification health scoring
- Maintenance rounds ordered by health, not habit
Shed-wideEvery frame & loom on one wall
Units/kgEnergy per kg, per count
RankedMaintenance by health score
Keep exploring
Goes deeper with the rest of the platform.
Questions
Straight answers.
How do you monitor hundreds of looms and ring frames?
Every frame and loom is on one shed-wide dashboard with machine-wise efficiency, stop density and idle-spindle tracking per machine, per count and per shift, which is impossible to keep by hand at mill scale.
How is energy per kg of yarn (UKG) measured?
Smart energy meters on each machine group are read against kilograms produced, giving units per kg by count and by machine group, so a frame drawing more than its peers stands out.
Which stops and losses are tracked?
End-breaks, weft stops, idle spindles, and doff and beam-change time, on ring frames, rapier and airjet looms, and winding and warping.
Why monitor compressors and humidification in a mill?
A compressor failure stops the mill, and humidification affects the whole shed. Compressor failure prediction and fan and humidification health scoring order maintenance rounds by health rather than habit. See air compressor monitoring.
Ready when you are
Run a free 2-machine pilot on your spinning and weaving mills — live this week.
Two machines, thirty days, zero cost to start. Live OEE, downtime truth and a plant-specific ROI model — your data on-premises throughout.