Book Details
| Print ISBN | 9781633434653 |
| eText ISBN | 9781638358213 |
| Publisher | Manning |
| Publishing Year | 2026 |
| Language | English |
| Pages | 344 |
Digital Twins in Action provides practical guidance for bridging physical operations and virtual representations. The book leads readers through the process of building a functional, small-scale digital twin suitable for an office or home environment.
Coverage introduces foundational concepts for gathering physical telemetry, integrating diverse data sources, and modeling real-world assets. The presentation addresses system visualization through interactive dashboards alongside predictive simulation techniques and autonomous artificial intelligence workflows.
The volume is designed for software developers, data engineers, and system architects with a working familiarity with machine learning basics. Readers do not need previous background in industrial automation or visual design to follow the projects.
Table of Contents
Chapter 1: Bridging the physical and digital worlds
Chapter 2: Mapping physical systems to digital representations
Chapter 3: Sensing the real world
Chapter 4: Data integration and management
Chapter 5: Modeling reality
Chapter 6: 2D Visualization and insight
Chapter 7: Spatial context and 3D insight
Chapter 8: Integrating inference and intelligence
Chapter 9: Predicting outcomes with simulation
Chapter 10: Digital twins in production
Chapter A: Building a LoRaWAN network
Chapter B: Building a custom IoT sensor
Chapter C: Capturing a 3D model using photogrammetry
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