# Powerbi Iot Shopfloor Analytics

> Use when Power BI work depends on IoT, MES, SCADA, historians, OSIsoft PI, machine telemetry, OEE, downtime, energy monitoring, quality signals, production events, or real-time shopfloor analytics.

- Skill: `rweisssieker-xp/powerbi-iot-shopfloor-analytics` (Agent Skill)
- Install (CLI): `npx skillmds@latest add rweisssieker-xp/powerbi-iot-shopfloor-analytics`
- Raw SKILL.md: https://api.skillmd.com/api/skills/rweisssieker-xp/powerbi-iot-shopfloor-analytics/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Data & Analytics
- Author: rweisssieker-xp (https://skillmd.com/u/rweisssieker-xp)
- Updated: 2026-09-17
- Page: https://skillmd.com/skills/rweisssieker-xp/powerbi-iot-shopfloor-analytics

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# Power BI IoT Shopfloor Analytics

Use this skill for industrial operational telemetry and shopfloor reporting.

## Data Sources

- MES events, production orders, operation confirmations.
- SCADA and PLC signals.
- Historians such as OSIsoft PI, AVEVA, Honeywell, AspenTech, Rockwell, Siemens.
- Quality systems, lab results, inspection data.
- Energy meters, compressed air, steam, utilities.
- Maintenance and downtime systems.

## Analytics Patterns

- OEE, availability, performance, quality.
- Downtime classification and loss trees.
- Energy intensity per product, line, plant, shift.
- Batch genealogy and traceability.
- Real-time exceptions and alert history.
- Machine condition and predictive maintenance features.

## Output Requirements

- Include time-series grain, aggregation window, event alignment, late data, timezone, machine hierarchy, and historian retention.
- Warn when Power BI latency is unsuitable for control-loop use.