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Manufacturing Monitoring

Plant-floor command center streaming PLC telemetry, OEE gauges and predictive alerts to a multi-screen ops cockpit.

SCADAIoTOEE
Manufacturing Monitoring
Industry
Industry 4.0
Sector
Plant Operations
Year
2024
Country
Germany
Niche
SCADA & Predictive Maintenance
Team
8 — 1 designer, 3 desktop, 2 firmware, 1 data, 1 QA
Technologies
ElectronMQTTInfluxDBGrafana
Project Overview

The full story

An automotive-parts plant was losing 9% of OEE to unplanned downtime. Operators were watching 80 PLCs through five different vendor HMIs with no unified history.

We built a multi-monitor Electron cockpit that ingests MQTT telemetry from every PLC into InfluxDB, with Grafana panels embedded for deep analysis. Predictive alerts are trained on 18 months of historian data and fire 20–40 minutes before failure with a recommended action. Andon escalation is a single button press.

OEE improved 11 points within the first quarter. Unplanned downtime dropped 43% and MTTR is down 38%. The cockpit is now rolling out to four sister plants.

01 · The Challenge

What stood in the way

An automotive parts plant lost 9% OEE to unplanned downtime. Operators had no unified view across 80 PLCs.

02 · The Solution

How we shipped it

A multi-screen Electron cockpit ingesting MQTT telemetry, with predictive alerts trained on 18 months of historian data.

Project Showcase

Inside the product

Plant cockpit — OEE gauges and line status
Downtime pareto and root-cause analysis
Real-time PLC telemetry
Predictive failure alerts

Designed for clarity. Built to scale.

03 · The Outcome

Results that moved the business

+11 pts
OEE improvement
−43%
Unplanned downtime
−38%
MTTR
32
Lines monitored
04 · Key Features

What we built

✓

Multi-monitor ops cockpit

✓

Predictive failure alerts

✓

Andon escalation workflow

✓

Historian replay & root-cause

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