Dev.to
5/9/2026

I Built a Python Dashboard to Monitor My Cement Plant in Real Time
Short summary
A 40-year industrial engineer builds a production-ready Python dashboard for cement plant real-time monitoring using Dash and Plotly. The tutorial covers realistic SCADA data simulation with stochastic noise and spike modeling matching actual plant behavior, live KPI cards for critical metrics, interactive time-series charts with alarm thresholds, and alarm logging. Complete, runnable code demonstrates professional UI design with responsive layout.
- •Step-by-step guide to building real-time industrial dashboards with Dash and Plotly
- •Includes realistic sensor simulation modeling actual plant behavior (80°C temperature swings)
- •Live KPI cards, time-series charts with thresholds, and alarm panel with complete Python code
Generated with AI, which can make mistakes.
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