Machine Lab platform

MLabStudio — Industrial Energy Intelligence

A platform for industrial energy and utility monitoring, being developed by Machine Lab from real field experience with meters, PLCs and industrial data systems.

In development Register interest

Status

What you should know today

MLabStudio is in development and is not yet commercially available.

The capabilities below describe the platform's intended focus. Features, scope and availability will be announced when ready. Today, Machine Lab delivers energy monitoring and EMS projects as engineering solutions.

Current energy management solutions

Planned focus areas

What MLabStudio is being built around

  • 01

    Energy meter monitoring

    Electrical parameters and consumption from meters across a facility.

  • 02

    Flow monitoring

    Water and utility flow alongside energy data.

  • 03

    Industrial IoT connectivity

    Data collection from PLCs and meters over industrial protocols.

  • 04

    Real-time dashboards

    Live views for operations and management.

  • 05

    Historical analytics

    Trends, load profiles and comparisons over time.

  • 06

    Reports

    Consumption and cost reporting.

  • 07

    Factory monitoring

    Multi-area and multi-site overview.

  • 08

    Data ownership

    Architecture that respects how industrial clients want to control their data.

Concept illustration

The kind of visibility energy data can provide

Illustrative dashboard concept — not a screenshot of the finished product.

Concept · plant energy overview

Illustrative data
  • Real-time power 1,148 kW
  • Energy today 16,106 kWh
  • Power factor 0.97 PF
  • Peak demand · 15:15 1,267 kW
  • Est. cost today 161,060 BDT
  • Water today 412 m³

Load profile · today

kW · 15-min intervals
0 0.4k 0.8k 1.2k 00:0006:0012:0018:0024:00 PEAK 1,267 kW

Feeders

kW now
  • Spinning 420
  • Dyeing 310
  • Utility 180
  • Compressors 150
  • HVAC & lighting 88

Main incomer

50.01 Hz
Illustrative phase voltage and current
PhaseVoltageCurrent
L1 231.2 V 1,712 A
L2 230.6 V 1,698 A
L3 232.0 V 1,714 A

Daily consumption · 14 days

MWh
Sa: 17.4 MWh Sa Su: 18.1 MWh Su Mo: 18.8 MWh Mo Tu: 17.8 MWh Tu We: 18.5 MWh We Th: 17.4 MWh Th Fr: 9.2 MWh Fr Sa: 18.8 MWh Sa Su: 17.8 MWh Su Mo: 18.5 MWh Mo Tu: 17.4 MWh Tu We: 18.1 MWh We Th: 18.8 MWh Th Fr: 9.5 MWh Fr
Dashboard illustration showing the type of information an Energy Management System can present. Values are illustrative and do not represent a real facility.

Interested in early updates or a pilot discussion?

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